[2025-12-04T20:30:02.658174] [INFO ] [MAG       ] Starting MAG operation...
[2025-12-04T20:30:02.824968] [DEBUG] [R-STATUS  ] Registered 'tdm' as a dependent service.
[2025-12-04T20:30:02.988719] [DEBUG] [R-STATUS  ] Registered 'sig' as a dependent service.
[2025-12-04T20:30:03.154044] [DEBUG] [R-STATUS  ] Registered 'sap' as a dependent service.
[2025-12-04T20:30:03.321599] [DEBUG] [R-STATUS  ] Registered 'exp' as a dependent service.
[2025-12-04T20:30:03.321999] [WARN ] [STATE     ] State set to: WAITING
[2025-12-04T20:30:03.322068] [INFO ] [STATE     ] Checking service statuses...
[2025-12-04T20:30:03.328807] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:30:03.333160] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:30:03.336848] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:30:03.340457] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:30:03.374519] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:30:03.374614] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:30:06.380418] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:30:06.384755] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:30:06.420182] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:30:06.456974] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:30:06.461086] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:30:06.461179] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:30:09.467215] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:30:09.471763] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:30:09.477031] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:30:09.482103] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:30:09.487059] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:30:09.487177] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:30:12.492309] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:30:12.495949] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:30:12.500194] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:30:12.504160] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:30:12.507716] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:30:12.507794] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:30:15.513680] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:30:15.517121] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:30:15.521344] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:30:15.525287] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:30:15.528998] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:30:15.529066] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:30:18.535140] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:30:18.539736] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:30:18.544326] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:30:18.548832] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:30:18.552316] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:30:18.552390] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:30:21.558177] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:30:21.562918] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:30:21.567405] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:30:21.571687] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:30:21.575839] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:30:21.575933] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:30:24.582013] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:30:24.586293] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:30:24.590646] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:30:24.594692] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:30:24.599407] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:30:24.599557] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:30:27.605481] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:30:27.609963] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:30:27.613702] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:30:27.617383] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:30:27.621624] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:30:27.621729] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:30:30.628009] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:30:30.632976] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:30:30.637427] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:30:30.641088] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:30:30.644692] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:30:30.644769] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:30:33.650514] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:30:33.655251] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:30:33.659268] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:30:33.662753] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:30:33.666315] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:30:33.666394] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:30:36.672148] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:30:36.676050] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:30:36.679778] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:30:36.683154] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:30:36.686500] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:30:36.686595] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:30:39.692360] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:30:39.697854] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:30:39.703607] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:30:39.709486] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:30:39.714672] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:30:39.714791] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:30:42.721153] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:30:42.725382] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:30:42.729747] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:30:42.733374] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:30:42.736800] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:30:42.736887] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:30:45.743493] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:30:45.749688] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:30:45.755836] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:30:45.761330] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:30:45.766425] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:30:45.766511] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:30:48.771478] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:30:48.775458] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:30:48.779312] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:30:48.783190] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:30:48.786850] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:30:48.786960] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:30:51.793369] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:30:51.798534] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:30:51.802831] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:30:51.807061] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:30:51.810809] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:30:51.810883] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:30:54.815143] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:30:54.819004] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:30:54.822746] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:30:54.826382] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:30:54.829674] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:30:54.829742] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:30:57.835433] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:30:57.839258] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:30:57.842681] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:30:57.846342] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:30:57.849968] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:30:57.850052] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:31:00.855262] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:31:00.859302] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:31:00.862883] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:31:00.866256] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:31:00.870222] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:31:00.870335] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:31:03.875335] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:31:03.879808] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:31:03.884216] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:31:03.888534] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:31:03.892905] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:31:03.893000] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:31:06.897484] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:31:06.900892] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:31:06.904137] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:31:06.907408] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:31:06.910689] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:31:06.910770] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:31:09.915635] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:31:09.919013] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:31:09.922200] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:31:09.925612] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:31:09.928976] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:31:09.929048] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:31:12.936188] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:31:12.941665] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:31:12.947705] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:31:12.953942] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:31:12.959824] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:31:12.960003] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:31:15.964876] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:31:15.968625] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:31:15.972940] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:31:15.977185] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:31:15.981424] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:31:15.981537] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:31:18.986623] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:31:18.990865] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:31:18.994837] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:31:18.998904] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:31:19.002848] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:31:19.002940] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:31:22.007980] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:31:22.011801] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:31:22.015498] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:31:22.019142] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:31:22.022772] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:31:22.022865] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:31:25.027360] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:31:25.030645] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:31:25.033761] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:31:25.036852] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:31:25.039995] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:31:25.040062] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:31:28.044882] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:31:28.048350] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:31:28.051689] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:31:28.054959] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:31:28.058228] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:31:28.058332] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:31:31.064286] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:31:31.067960] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:31:31.072320] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:31:31.077385] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:31:31.080966] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:31:31.081032] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:31:34.085901] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:31:34.090160] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:31:34.094333] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:31:34.097946] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:31:34.101920] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:31:34.102007] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:31:37.107985] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:31:37.111636] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:31:37.115116] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:31:37.118460] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:31:37.121726] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:31:37.121795] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:31:40.126198] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:31:40.129790] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:31:40.133078] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:31:40.136229] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:31:40.139474] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:31:40.139548] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:31:43.144181] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:31:43.147929] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:31:43.151437] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:31:43.154817] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:31:43.157931] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:31:43.157998] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:31:46.162427] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:31:46.165879] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:31:46.199867] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:31:46.233493] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:31:46.237193] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:31:46.237262] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:31:49.243930] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:31:49.249599] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:31:49.253905] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:31:49.257905] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:31:49.261719] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:31:49.261805] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:31:52.267659] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:31:52.272803] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:31:52.276312] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:31:52.279797] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:31:52.283480] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:31:52.283603] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:31:55.288223] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:31:55.291910] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:31:55.295394] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:31:55.298915] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:31:55.302354] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:31:55.302441] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:31:58.307567] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:31:58.312053] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:31:58.315745] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:31:58.319040] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:31:58.322328] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:31:58.322396] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:32:01.327179] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:32:01.330810] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:32:01.334151] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:32:01.337331] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:32:01.340786] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:32:01.340852] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:32:04.345316] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:32:04.348831] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:32:04.352270] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:32:04.355735] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:32:04.359151] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:32:04.359244] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:32:07.363817] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:32:07.367462] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:32:07.371010] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:32:07.374647] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:32:07.378364] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:32:07.378443] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:32:10.383253] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:32:10.387144] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:32:10.390793] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:32:10.394129] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:32:10.397626] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:32:10.397711] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:32:13.402911] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:32:13.407235] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:32:13.411562] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:32:13.415741] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:32:13.419858] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:32:13.419961] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:32:16.426315] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:32:16.430263] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:32:16.434716] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:32:16.439538] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:32:16.444560] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:32:16.444665] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:32:19.449697] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:32:19.453142] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:32:19.456414] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:32:19.459636] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:32:19.462834] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:32:19.462910] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:32:22.467495] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:32:22.470901] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:32:22.474198] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:32:22.477457] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:32:22.480896] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:32:22.480980] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:32:25.485705] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:32:25.489686] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:32:25.493461] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:32:25.497089] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:32:25.500899] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:32:25.500979] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:32:28.505966] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:32:28.509332] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:32:28.513341] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:32:28.517441] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:32:28.520975] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:32:28.521048] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:32:31.526084] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:32:31.530322] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:32:31.534305] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:32:31.538446] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:32:31.542430] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:32:31.542544] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:32:34.551304] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:32:34.558171] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:32:34.569250] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:32:34.575924] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:32:34.594889] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:32:34.595302] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:32:37.601908] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:32:37.607373] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:32:37.611395] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:32:37.615668] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:32:37.619888] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:32:37.619981] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:32:40.625157] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:32:40.629958] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:32:40.634280] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:32:40.637856] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:32:40.642159] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:32:40.642285] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:32:43.647324] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:32:43.651154] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:32:43.654759] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:32:43.658451] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:32:43.661952] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:32:43.662045] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:32:46.667111] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:32:46.671151] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:32:46.675951] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:32:46.680405] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:32:46.684552] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:32:46.684652] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:32:49.689810] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:32:49.693829] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:32:49.697371] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:32:49.701013] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:32:49.704743] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:32:49.704829] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:32:52.710042] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:32:52.713314] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:32:52.716488] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:32:52.719696] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:32:52.723463] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:32:52.723564] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:32:55.728437] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:32:55.732207] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:32:55.735888] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:32:55.739494] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:32:55.743223] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:32:55.743319] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:32:58.748513] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:32:58.752619] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:32:58.756395] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:32:58.760102] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:32:58.763735] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:32:58.763831] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:33:01.768444] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:33:01.772352] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:33:01.776320] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:33:01.780482] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:33:01.784157] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:33:01.784254] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:33:04.788837] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:33:04.792148] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:33:04.795496] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:33:04.798792] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:33:04.802501] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:33:04.802629] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:33:07.808388] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:33:07.812844] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:33:07.816498] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:33:07.819795] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:33:07.823650] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:33:07.823756] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:33:10.828715] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:33:10.832401] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:33:10.835701] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:33:10.838983] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:33:10.842861] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:33:10.842975] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:33:13.849157] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:33:13.854316] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:33:13.858540] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:33:13.862457] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:33:13.866241] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:33:13.866340] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:33:16.871219] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:33:16.875458] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:33:16.879800] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:33:16.883565] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:33:16.887283] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:33:16.887355] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:33:19.894161] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:33:19.900512] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:33:19.906122] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:33:19.911485] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:33:19.916627] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:33:19.916780] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:33:22.921556] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:33:22.924799] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:33:22.927991] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:33:22.931330] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:33:22.935782] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:33:22.935899] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:33:25.940446] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:33:25.943878] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:33:25.947170] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:33:25.950530] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:33:25.953765] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:33:25.953847] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:33:28.959041] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:33:28.963351] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:33:28.967704] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:33:28.971332] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:33:28.974525] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:33:28.974608] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:33:31.980663] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:33:31.985848] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:33:31.990875] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:33:31.995971] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:33:32.000454] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:33:32.000569] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:33:35.005594] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:33:35.009546] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:33:35.013330] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:33:35.017003] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:33:35.020885] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:33:35.020980] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:33:38.025648] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:33:38.028917] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:33:38.032061] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:33:38.035233] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:33:38.038341] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:33:38.038408] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:33:41.043413] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:33:41.046882] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:33:41.050142] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:33:41.053322] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:33:41.056537] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:33:41.056646] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:33:44.061895] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:33:44.065444] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:33:44.068867] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:33:44.072733] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:33:44.076125] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:33:44.076215] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:33:47.082525] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:33:47.086684] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:33:47.125226] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:33:47.160111] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:33:47.197156] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:33:47.197258] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:33:50.201816] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:33:50.205478] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:33:50.209172] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:33:50.212514] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:33:50.215858] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:33:50.215930] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:33:53.221029] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:33:53.224800] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:33:53.228679] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:33:53.232915] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:33:53.237404] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:33:53.237520] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:33:56.244187] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:33:56.248653] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:33:56.253116] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:33:56.258141] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:33:56.262355] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:33:56.262426] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:33:59.266806] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:33:59.270817] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:33:59.275019] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:33:59.278922] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:33:59.282373] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:33:59.282451] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:34:02.287818] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:34:02.291873] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:34:02.295667] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:34:02.299437] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:34:02.303301] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:34:02.303393] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:34:05.307921] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:34:05.311304] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:34:05.314479] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:34:05.317662] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:34:05.320907] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:34:05.320973] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:34:08.325499] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:34:08.329041] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:34:08.332653] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:34:08.335939] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:34:08.339289] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:34:08.339360] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:34:11.345510] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:34:11.352000] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:34:11.357268] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:34:11.362429] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:34:11.367274] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:34:11.367388] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:34:14.374050] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:34:14.379970] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:34:14.385423] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:34:14.390471] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:34:14.395006] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:34:14.395147] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:34:17.400163] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:34:17.403755] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:34:17.409081] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:34:17.413292] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:34:17.417241] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:34:17.417322] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:34:20.422419] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:34:20.426394] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:34:20.430141] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:34:20.433907] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:34:20.437512] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:34:20.437612] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:34:23.442280] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:34:23.446827] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:34:23.451631] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:34:23.456194] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:34:23.460849] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:34:23.460984] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:34:26.466175] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:34:26.470208] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:34:26.474433] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:34:26.478913] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:34:26.482936] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:34:26.483036] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:34:29.488164] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:34:29.491867] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:34:29.495255] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:34:29.498807] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:34:29.502183] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:34:29.502274] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:34:32.507181] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:34:32.511376] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:34:32.515379] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:34:32.519327] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:34:32.523357] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:34:32.523454] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:34:35.528426] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:34:35.532888] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:34:35.537033] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:34:35.540913] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:34:35.544745] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:34:35.544831] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:34:38.550461] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:34:38.554140] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:34:38.557593] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:34:38.560985] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:34:38.564381] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:34:38.564462] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:34:41.569275] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:34:41.572988] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:34:41.576502] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:34:41.579815] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:34:41.583224] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:34:41.583310] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:34:44.589415] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:34:44.594086] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:34:44.598693] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:34:44.601860] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:34:44.605155] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:34:44.605224] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:34:47.610367] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:34:47.613719] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:34:47.621778] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:34:47.626298] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:34:47.630799] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:34:47.630878] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:34:50.636678] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:34:50.640227] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:34:50.644633] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:34:50.648233] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:34:50.651392] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:34:50.651465] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:34:53.659795] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:34:53.665380] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:34:53.669755] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:34:53.673242] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:34:53.676734] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:34:53.676826] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:34:56.681765] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:34:56.685034] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:34:56.688243] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:34:56.691736] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:34:56.695284] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:34:56.695353] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:34:59.701614] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:34:59.706369] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:34:59.712147] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:34:59.717149] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:34:59.722698] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:34:59.722850] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:35:02.727716] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:35:02.732021] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:35:02.735935] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:35:02.740126] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:35:02.744240] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:35:02.744353] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:35:05.749962] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:35:05.754464] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:35:05.758841] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:35:05.763190] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:35:05.767593] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:35:05.767732] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:35:08.773037] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:35:08.777283] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:35:08.781185] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:35:08.785455] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:35:08.788992] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:35:08.789067] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:35:11.793525] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:35:11.796829] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:35:11.800010] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:35:11.803105] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:35:11.806190] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:35:11.806257] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:35:14.811911] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:35:14.816171] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:35:14.820567] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:35:14.824174] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:35:14.827422] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:35:14.827493] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:35:17.832253] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:35:17.835880] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:35:17.839942] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:35:17.843814] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:35:17.847559] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:35:17.847645] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:35:20.852944] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:35:20.856992] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:35:20.861126] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:35:20.864949] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:35:20.868834] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:35:20.868929] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:35:23.874910] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:35:23.880241] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:35:23.884567] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:35:23.889139] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:35:23.893218] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:35:23.893339] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:35:26.898787] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:35:26.902865] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:35:26.906856] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:35:26.911008] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:35:26.914911] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:35:26.914988] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:35:29.919535] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:35:29.923157] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:35:29.926692] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:35:29.930704] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:35:29.934382] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:35:29.934452] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:35:32.939411] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:35:32.943394] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:35:32.946905] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:35:32.950302] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:35:32.953711] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:35:32.953807] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:35:35.958610] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:35:35.962041] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:35:35.965320] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:35:35.968480] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:35:35.971821] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:35:35.971886] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:35:38.976769] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:35:38.980362] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:35:38.983891] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:35:38.987264] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:35:38.990765] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:35:38.990855] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:35:41.995832] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:35:41.999202] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:35:42.002693] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:35:42.006073] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:35:42.009343] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:35:42.009424] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:35:45.014323] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:35:45.018083] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:35:45.021440] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:35:45.024631] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:35:45.028675] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:35:45.028793] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:35:48.033466] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:35:48.037296] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:35:48.072216] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:35:48.106415] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:35:48.143218] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:35:48.143312] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:35:51.148412] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:35:51.151746] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:35:51.154986] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:35:51.158138] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:35:51.161321] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:35:51.161390] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:35:54.166324] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:35:54.169882] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:35:54.173279] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:35:54.176553] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:35:54.179869] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:35:54.179957] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:35:57.185079] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:35:57.188308] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:35:57.191497] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:35:57.194617] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:35:57.197719] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:35:57.197786] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:36:00.202756] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:36:00.207017] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:36:00.212349] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:36:00.217544] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:36:00.221340] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:36:00.221410] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:36:03.226191] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:36:03.229486] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:36:03.232662] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:36:03.235800] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:36:03.239022] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:36:03.239091] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:36:06.243671] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:36:06.247443] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:36:06.251032] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:36:06.254545] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:36:06.258332] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:36:06.258431] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:36:09.265732] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:36:09.271676] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:36:09.276937] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:36:09.280813] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:36:09.284464] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:36:09.284543] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:36:12.289486] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:36:12.292992] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:36:12.297225] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:36:12.301456] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:36:12.305221] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:36:12.305289] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:36:15.310163] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:36:15.313824] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:36:15.317308] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:36:15.320866] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:36:15.324418] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:36:15.324501] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:36:18.330568] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:36:18.335429] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:36:18.340302] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:36:18.344466] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:36:18.349352] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:36:18.349454] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:36:21.353711] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:36:21.357149] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:36:21.360466] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:36:21.363673] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:36:21.366852] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:36:21.366922] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:36:24.371697] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:36:24.375217] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:36:24.378564] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:36:24.381853] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:36:24.385149] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:36:24.385223] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:36:27.391325] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:36:27.396138] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:36:27.402781] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:36:27.407912] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:36:27.412128] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:36:27.412205] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:36:30.417491] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:36:30.421417] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:36:30.425169] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:36:30.428740] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:36:30.432193] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:36:30.432271] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:36:33.437075] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:36:33.440824] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:36:33.444739] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:36:33.449138] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:36:33.453734] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:36:33.453871] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:36:36.458852] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:36:36.462687] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:36:36.466234] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:36:36.469707] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:36:36.473190] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:36:36.473272] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:36:39.478323] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:36:39.482248] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:36:39.485942] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:36:39.489618] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:36:39.493255] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:36:39.493349] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:36:42.497960] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:36:42.503034] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:36:42.506658] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:36:42.509857] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:36:42.513621] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:36:42.513743] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:36:45.519125] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:36:45.522453] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:36:45.525699] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:36:45.529086] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:36:45.532473] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:36:45.532562] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:36:48.537518] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:36:48.541333] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:36:48.545658] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:36:48.549749] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:36:48.553753] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:36:48.553838] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:36:51.559201] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:36:51.562859] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:36:51.566276] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:36:51.570039] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:36:51.573393] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:36:51.573468] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:36:54.579743] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:36:54.584797] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:36:54.589506] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:36:54.594071] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:36:54.598380] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:36:54.598499] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:36:57.603216] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:36:57.606480] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:36:57.610529] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:36:57.614044] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:36:57.617209] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:36:57.617275] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:37:00.622560] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:37:00.626611] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:37:00.629813] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:37:00.632956] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:37:00.636055] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:37:00.636123] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:37:03.642013] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:37:03.646236] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:37:03.650973] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:37:03.655409] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:37:03.660111] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:37:03.660266] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:37:06.666621] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:37:06.670879] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:37:06.675519] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:37:06.680422] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:37:06.683940] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:37:06.684014] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:37:09.690766] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:37:09.695597] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:37:09.703360] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:37:09.708301] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:37:09.713048] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:37:09.713148] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:37:12.718991] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:37:12.724113] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:37:12.745599] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:37:12.750772] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:37:12.754941] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:37:12.755028] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:37:15.760088] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:37:15.764057] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:37:15.767419] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:37:15.771990] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:37:15.776601] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:37:15.776688] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:37:18.783512] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:37:18.788592] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:37:18.794037] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:37:18.798931] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:37:18.803094] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:37:18.803164] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:37:21.808622] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:37:21.812308] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:37:21.815498] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:37:21.818677] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:37:21.822994] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:37:21.823071] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:37:24.829208] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:37:24.832920] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:37:24.836401] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:37:24.840182] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:37:24.844144] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:37:24.844248] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:37:27.854375] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:37:27.859567] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:37:27.864254] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:37:27.868167] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:37:27.872413] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:37:27.872494] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:37:30.879542] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:37:30.884506] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:37:30.888989] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:37:30.892756] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:37:30.897116] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:37:30.897253] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:37:33.902665] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:37:33.906760] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:37:33.910682] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:37:33.914262] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:37:33.918138] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:37:33.918225] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:37:36.923635] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:37:36.927393] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:37:36.931334] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:37:36.934767] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:37:36.938142] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:37:36.938215] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:37:39.945133] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:37:39.952279] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:37:39.956308] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:37:39.960073] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:37:39.963636] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:37:39.963715] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:37:42.970603] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:37:42.975123] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:37:42.978795] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:37:42.982165] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:37:42.985635] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:37:42.985720] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:37:45.990480] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:37:45.993869] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:37:45.997279] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:37:46.000440] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:37:46.003616] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:37:46.003685] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:37:49.008223] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:37:49.011678] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:37:49.045013] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:37:49.079368] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:37:49.113345] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:37:49.113425] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:37:52.118486] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:37:52.122801] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:37:52.126751] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:37:52.130348] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:37:52.133930] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:37:52.134013] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:37:55.139163] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:37:55.143025] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:37:55.146646] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:37:55.150159] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:37:55.153661] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:37:55.153757] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:37:58.160021] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:37:58.163759] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:37:58.167716] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:37:58.172789] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:37:58.176476] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:37:58.176550] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:38:01.180960] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:38:01.184407] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:38:01.188116] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:38:01.191907] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:38:01.195997] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:38:01.196183] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:38:04.201001] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:38:04.204517] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:38:04.208045] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:38:04.211443] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:38:04.214724] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:38:04.214792] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:38:07.219618] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:38:07.223036] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:38:07.226603] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:38:07.229933] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:38:07.233622] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:38:07.233716] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:38:10.238334] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:38:10.241842] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:38:10.245181] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:38:10.248504] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:38:10.251923] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:38:10.251996] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:38:13.257999] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:38:13.263069] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:38:13.268171] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:38:13.272777] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:38:13.276511] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:38:13.276614] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:38:16.281064] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:38:16.284248] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:38:16.287400] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:38:16.290546] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:38:16.293659] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:38:16.293724] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:38:19.301009] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:38:19.306530] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:38:19.311041] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:38:19.314875] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:38:19.319349] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:38:19.319423] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:38:22.325773] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:38:22.329450] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:38:22.332789] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:38:22.336204] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:38:22.340920] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:38:22.341077] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:38:25.346678] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:38:25.352194] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:38:25.356717] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:38:25.360867] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:38:25.364598] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:38:25.364668] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:38:28.369632] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:38:28.373006] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:38:28.376312] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:38:28.379627] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:38:28.382877] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:38:28.382963] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:38:31.387889] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:38:31.392459] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:38:31.396506] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:38:31.401085] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:38:31.404798] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:38:31.404877] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:38:34.409175] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:38:34.412588] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:38:34.415762] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:38:34.419372] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:38:34.423136] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:38:34.423230] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:38:37.429395] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:38:37.433895] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:38:37.437596] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:38:37.441473] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:38:37.445065] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:38:37.445137] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:38:40.450019] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:38:40.453789] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:38:40.456935] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:38:40.460306] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:38:40.463682] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:38:40.463750] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:38:43.469229] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:38:43.472598] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:38:43.476055] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:38:43.479315] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:38:43.482597] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:38:43.482680] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:38:46.487606] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:38:46.491045] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:38:46.494304] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:38:46.497565] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:38:46.500883] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:38:46.500954] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:38:49.507391] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:38:49.511404] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:38:49.515471] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:38:49.519415] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:38:49.523344] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:38:49.523418] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:38:52.529257] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:38:52.532894] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:38:52.537471] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:38:52.541548] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:38:52.545415] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:38:52.545530] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:38:55.551211] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:38:55.555906] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:38:55.560704] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:38:55.565000] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:38:55.569472] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:38:55.569602] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:38:58.574351] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:38:58.578398] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:38:58.581850] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:38:58.585078] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:38:58.588838] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:38:58.588952] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:39:01.595269] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:39:01.600357] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:39:01.605328] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:39:01.610989] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:39:01.615488] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:39:01.615599] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:39:04.621970] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:39:04.626763] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:39:04.630308] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:39:04.634957] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:39:04.639626] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:39:04.639738] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:39:07.645852] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:39:07.651154] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:39:07.655722] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:39:07.659660] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:39:07.663994] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:39:07.664125] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:39:10.670746] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:39:10.676463] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:39:10.684461] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:39:10.689569] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:39:10.694428] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:39:10.694529] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:39:13.699857] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:39:13.703298] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:39:13.706718] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:39:13.710121] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:39:13.713385] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:39:13.713469] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:39:16.718178] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:39:16.722340] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:39:16.726765] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:39:16.730650] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:39:16.734553] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:39:16.734661] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:39:19.740521] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:39:19.744541] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:39:19.749235] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:39:19.753655] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:39:19.757542] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:39:19.757639] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:39:22.763964] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:39:22.768461] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:39:22.772421] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:39:22.776073] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:39:22.779518] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:39:22.779632] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:39:25.785602] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:39:25.789260] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:39:25.792723] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:39:25.796025] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:39:25.799448] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:39:25.799526] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:39:28.808126] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:39:28.811818] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:39:28.815253] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:39:28.819604] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:39:28.823409] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:39:28.823483] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:39:31.829635] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:39:31.833987] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:39:31.837761] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:39:31.841277] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:39:31.845032] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:39:31.845146] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:39:34.850805] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:39:34.854230] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:39:34.857614] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:39:34.861030] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:39:34.864322] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:39:34.864390] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:39:37.870821] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:39:37.874834] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:39:37.878435] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:39:37.882180] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:39:37.886982] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:39:37.887159] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:39:40.892151] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:39:40.895817] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:39:40.899424] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:39:40.903011] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:39:40.906417] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:39:40.906495] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:39:43.912821] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:39:43.917413] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:39:43.921187] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:39:43.924629] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:39:43.927941] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:39:43.928015] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:39:46.933937] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:39:46.937622] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:39:46.941235] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:39:46.944918] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:39:46.948622] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:39:46.948708] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:39:49.954752] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:39:49.958385] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:39:49.963513] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:39:49.968303] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:39:49.972588] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:39:49.972684] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:39:52.977782] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:39:52.981106] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:39:52.984248] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:39:52.987392] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:39:52.990598] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:39:52.990663] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:39:55.995533] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:39:55.999107] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:39:56.002343] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:39:56.005499] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:39:56.008663] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:39:56.008751] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:39:59.013278] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:39:59.016748] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:39:59.020024] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:39:59.023470] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:39:59.026824] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:39:59.026908] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:40:02.033420] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:40:02.039204] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:40:02.044616] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:40:02.050280] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:40:02.055940] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:40:02.056096] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:40:05.061221] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:40:05.064922] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:40:05.068327] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:40:05.071871] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:40:05.112591] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:40:05.112677] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:40:08.118528] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:40:08.122375] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:40:08.172809] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:40:08.208694] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:40:08.212264] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:40:08.212342] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:40:11.218094] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:40:11.221940] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:40:11.225438] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:40:11.228984] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:40:11.232463] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:40:11.232539] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:40:14.241987] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:40:14.247795] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:40:14.252489] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:40:14.257736] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:40:14.261997] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:40:14.262116] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:40:17.267857] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:40:17.271383] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:40:17.274625] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:40:17.278121] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:40:17.282503] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:40:17.282619] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:40:20.287982] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:40:20.291388] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:40:20.325763] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:40:20.360858] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:40:20.395208] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:40:20.395305] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:40:23.401171] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:40:23.406305] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:40:23.410784] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:40:23.414840] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:40:23.420046] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:40:23.420167] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:40:26.427217] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:40:26.432503] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:40:26.436601] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:40:26.440085] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:40:26.443523] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:40:26.443621] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:40:29.450068] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:40:29.454757] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:40:29.458550] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:40:29.462032] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:40:29.465223] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:40:29.465290] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:40:32.469781] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:40:32.473056] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:40:32.476170] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:40:32.479362] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:40:32.482522] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:40:32.482637] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:40:35.487200] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:40:35.491000] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:40:35.494676] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:40:35.498395] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:40:35.502485] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:40:35.502567] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:40:38.507762] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:40:38.511412] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:40:38.515268] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:40:38.518914] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:40:38.522388] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:40:38.522465] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:40:41.527550] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:40:41.531035] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:40:41.534308] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:40:41.537705] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:40:41.541276] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:40:41.541365] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:40:44.545824] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:40:44.549672] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:40:44.553357] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:40:44.556927] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:40:44.560690] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:40:44.560814] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:40:47.565963] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:40:47.570823] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:40:47.575800] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:40:47.581309] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:40:47.585962] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:40:47.586049] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:40:50.590467] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:40:50.593886] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:40:50.597595] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:40:50.601659] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:40:50.605476] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:40:50.605559] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:40:53.610531] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:40:53.613892] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:40:53.617139] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:40:53.620355] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:40:53.623639] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:40:53.623729] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:40:56.628654] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:40:56.631975] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:40:56.635170] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:40:56.638422] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:40:56.641562] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:40:56.641643] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:40:59.648294] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:40:59.654153] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:40:59.659263] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:40:59.663155] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:40:59.666841] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:40:59.666920] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:41:02.672803] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:41:02.677330] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:41:02.680959] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:41:02.684849] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:41:02.688819] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:41:02.688898] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:41:05.693565] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:41:05.697381] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:41:05.701194] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:41:05.705269] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:41:05.709163] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:41:05.709269] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:41:08.714796] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:41:08.718680] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:41:08.721941] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:41:08.725337] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:41:08.728723] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:41:08.728807] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:41:11.733885] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:41:11.737336] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:41:11.740634] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:41:11.743762] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:41:11.746914] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:41:11.746984] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:41:14.752615] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:41:14.756305] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:41:14.759618] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:41:14.762789] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:41:14.766058] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:41:14.766128] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:41:17.771192] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:41:17.775010] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:41:17.778949] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:41:17.782508] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:41:17.786162] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:41:17.786248] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:41:20.792473] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:41:20.796384] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:41:20.802231] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:41:20.806510] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:41:20.811826] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:41:20.811969] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:41:23.816810] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:41:23.820962] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:41:23.825124] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:41:23.829319] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:41:23.833165] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:41:23.833274] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:41:26.838054] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:41:26.841786] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:41:26.845282] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:41:26.848866] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:41:26.852459] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:41:26.852565] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:41:29.858227] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:41:29.863193] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:41:29.867554] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:41:29.871756] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:41:29.875663] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:41:29.875782] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:41:32.880647] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:41:32.884802] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:41:32.888607] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:41:32.892414] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:41:32.896176] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:41:32.896262] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:41:35.900872] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:41:35.905101] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:41:35.909713] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:41:35.914411] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:41:35.918680] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:41:35.918778] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:41:38.924766] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:41:38.929499] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:41:38.934081] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:41:38.938518] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:41:38.943077] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:41:38.943178] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:41:41.947937] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:41:41.951464] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:41:41.954681] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:41:41.957834] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:41:41.960982] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:41:41.961048] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:41:44.965902] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:41:44.969601] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:41:44.973341] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:41:44.976658] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:41:44.979942] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:41:44.980012] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:41:47.985391] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:41:47.989540] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:41:47.993095] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:41:47.996659] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:41:48.000187] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:41:48.000270] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:41:51.006485] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:41:51.012179] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:41:51.048373] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:41:51.083357] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:41:51.118352] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:41:51.118476] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:41:54.124959] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:41:54.129494] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:41:54.133912] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:41:54.139975] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:41:54.145324] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:41:54.145419] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:41:57.150705] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:41:57.154434] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:41:57.158090] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:41:57.161429] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:41:57.164721] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:41:57.164804] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:42:00.170711] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:42:00.175636] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:42:00.181036] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:42:00.186230] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:42:00.190816] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:42:00.190919] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:42:03.195444] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:42:03.198743] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:42:03.201906] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:42:03.205084] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:42:03.208993] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:42:03.209104] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:42:06.214260] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:42:06.218181] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:42:06.221646] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:42:06.224839] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:42:06.228139] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:42:06.228225] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:42:09.232740] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:42:09.236441] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:42:09.240045] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:42:09.243701] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:42:09.247550] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:42:09.247646] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:42:12.252142] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:42:12.255879] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:42:12.259463] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:42:12.263061] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:42:12.266470] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:42:12.266567] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:42:15.271602] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:42:15.275179] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:42:15.278439] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:42:15.281620] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:42:15.284809] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:42:15.284874] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:42:18.289734] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:42:18.293147] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:42:18.296355] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:42:18.299697] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:42:18.303003] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:42:18.303074] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:42:21.307894] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:42:21.311485] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:42:21.315225] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:42:21.318947] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:42:21.322566] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:42:21.322644] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:42:24.327803] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:42:24.331965] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:42:24.335566] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:42:24.339250] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:42:24.343067] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:42:24.343133] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:42:27.347676] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:42:27.351039] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:42:27.354210] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:42:27.357385] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:42:27.360586] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:42:27.360660] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:42:30.366534] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:42:30.372001] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:42:30.375600] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:42:30.378892] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:42:30.382241] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:42:30.382322] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:42:33.388333] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:42:33.392982] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:42:33.397052] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:42:33.400717] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:42:33.404284] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:42:33.404371] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:42:36.410481] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:42:36.414523] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:42:36.418955] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:42:36.422652] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:42:36.425806] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:42:36.425873] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:42:39.431119] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:42:39.434693] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:42:39.438139] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:42:39.441552] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:42:39.444899] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:42:39.444979] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:42:42.449378] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:42:42.452623] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:42:42.455812] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:42:42.458928] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:42:42.462078] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:42:42.462144] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:42:45.469033] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:42:45.473293] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:42:45.477619] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:42:45.481781] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:42:45.485197] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:42:45.485265] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:42:48.491126] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:42:48.495066] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:42:48.498433] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:42:48.501698] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:42:48.504988] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:42:48.505064] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:42:51.511267] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:42:51.515945] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:42:51.523097] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:42:51.533596] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:42:51.543155] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:42:51.543311] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:42:54.548375] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:42:54.551821] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:42:54.556470] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:42:54.560669] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:42:54.564480] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:42:54.564596] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:42:57.569394] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:42:57.572647] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:42:57.575900] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:42:57.579131] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:42:57.582348] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:42:57.582414] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:43:00.587121] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:43:00.591044] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:43:00.594259] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:43:00.597548] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:43:00.600899] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:43:00.601041] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:43:03.607093] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:43:03.611960] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:43:03.616733] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:43:03.621500] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:43:03.626187] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:43:03.626314] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:43:06.631049] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:43:06.634834] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:43:06.638448] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:43:06.642286] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:43:06.645887] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:43:06.645977] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:43:09.650987] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:43:09.654600] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:43:09.658003] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:43:09.661493] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:43:09.664797] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:43:09.664883] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:43:12.670312] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:43:12.673662] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:43:12.677639] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:43:12.682337] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:43:12.685727] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:43:12.685787] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:43:15.691494] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:43:15.696115] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:43:15.700810] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:43:15.705302] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:43:15.709783] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:43:15.709891] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:43:18.714359] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:43:18.717937] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:43:18.721421] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:43:18.724893] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:43:18.728995] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:43:18.729076] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:43:21.734904] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:43:21.740195] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:43:21.745765] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:43:21.751320] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:43:21.758029] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:43:21.758181] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:43:24.764081] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:43:24.769552] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:43:24.773799] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:43:24.777274] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:43:24.780922] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:43:24.780998] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:43:27.787158] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:43:27.790694] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:43:27.794775] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:43:27.798481] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:43:27.801882] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:43:27.801953] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:43:30.807214] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:43:30.810920] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:43:30.814131] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:43:30.817279] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:43:30.821872] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:43:30.821937] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:43:33.827040] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:43:33.830942] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:43:33.834472] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:43:33.838071] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:43:33.842043] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:43:33.842172] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:43:36.847478] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:43:36.850990] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:43:36.854549] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:43:36.857757] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:43:36.861084] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:43:36.861150] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:43:39.867374] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:43:39.872305] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:43:39.876984] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:43:39.881616] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:43:39.886409] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:43:39.886527] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:43:42.892356] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:43:42.896098] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:43:42.899786] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:43:42.903321] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:43:42.907892] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:43:42.908045] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:43:45.913358] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:43:45.918772] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:43:45.924389] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:43:45.929363] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:43:45.933179] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:43:45.933252] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:43:48.938320] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:43:48.941928] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:43:48.945145] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:43:48.948294] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:43:48.951463] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:43:48.951529] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:43:51.956381] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:43:51.959882] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:43:51.963693] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:43:51.967436] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:43:51.971228] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:43:51.971299] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:43:54.975892] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:43:54.979437] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:43:54.982808] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:43:54.986419] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:43:54.989857] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:43:54.989939] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:43:57.995122] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:43:57.998848] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:43:58.002871] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:43:58.006287] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:43:58.009610] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:43:58.009694] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:44:01.014221] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:44:01.017481] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:44:01.020842] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:44:01.024011] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:44:01.027174] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:44:01.027239] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:44:04.032602] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:44:04.036702] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:44:04.041273] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:44:04.045863] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:44:04.052160] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:44:04.052242] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:44:07.058917] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:44:07.063238] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:44:07.066931] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:44:07.070558] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:44:07.073992] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:44:07.074073] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:44:10.079892] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:44:10.085075] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:44:10.090030] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:44:10.094836] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:44:10.098890] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:44:10.098980] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:44:13.106784] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:44:13.113990] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:44:13.122399] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:44:13.128428] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:44:13.133931] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:44:13.134080] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:44:16.139238] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:44:16.143460] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:44:16.147707] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:44:16.151973] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:44:16.156028] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:44:16.156145] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:44:19.160658] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:44:19.164171] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:44:19.167526] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:44:19.170848] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:44:19.174113] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:44:19.174183] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:44:22.180044] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:44:22.185162] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:44:22.221893] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:44:22.258554] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:44:22.293837] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:44:22.293962] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:44:25.299891] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:44:25.304335] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:44:25.307910] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:44:25.311540] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:44:25.315029] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:44:25.315113] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:44:28.321832] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:44:28.327891] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:44:28.333596] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:44:28.339066] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:44:28.344544] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:44:28.344720] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:44:31.351279] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:44:31.357138] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:44:31.363017] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:44:31.367671] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:44:31.372725] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:44:31.372857] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:44:34.378883] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:44:34.383040] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:44:34.386806] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:44:34.390722] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:44:34.394840] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:44:34.394924] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:44:37.401307] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:44:37.405460] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:44:37.409888] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:44:37.413497] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:44:37.417155] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:44:37.417246] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:44:40.423552] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:44:40.427031] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:44:40.430348] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:44:40.433677] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:44:40.437062] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:44:40.437149] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:44:43.442782] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:44:43.447422] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:44:43.451699] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:44:43.455107] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:44:43.458829] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:44:43.458919] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:44:46.465071] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:44:46.469784] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:44:46.474920] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:44:46.479017] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:44:46.483523] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:44:46.483693] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:44:49.489875] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:44:49.494940] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:44:49.499489] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:44:49.504058] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:44:49.508628] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:44:49.508789] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:44:52.515218] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:44:52.519409] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:44:52.523335] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:44:52.527065] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:44:52.530781] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:44:52.530847] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:44:55.535647] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:44:55.539251] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:44:55.543505] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:44:55.547749] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:44:55.552512] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:44:55.552658] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:44:58.558049] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:44:58.562908] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:44:58.568502] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:44:58.574685] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:44:58.580605] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:44:58.580766] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:45:01.585686] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:45:01.589392] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:45:01.592932] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:45:01.596375] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:45:01.600033] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:45:01.600158] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:45:04.604957] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:45:04.609719] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:45:04.613790] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:45:04.617370] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:45:04.620733] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:45:04.620802] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:45:07.626156] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:45:07.629645] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:45:07.633077] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:45:07.636430] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:45:07.639870] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:45:07.639942] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:45:10.645883] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:45:10.650979] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:45:10.656015] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:45:10.660483] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:45:10.663901] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:45:10.663970] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:45:13.669643] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:45:13.675087] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:45:13.680324] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:45:13.685414] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:45:13.690441] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:45:13.690563] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:45:16.695532] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:45:16.698939] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:45:16.702280] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:45:16.705537] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:45:16.708903] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:45:16.708976] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:45:19.715234] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:45:19.720098] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:45:19.724115] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:45:19.729138] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:45:19.733542] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:45:19.733672] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:45:22.739675] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:45:22.743493] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:45:22.748827] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:45:22.753827] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:45:22.758707] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:45:22.758812] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:45:25.764501] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:45:25.768880] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:45:25.772459] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:45:25.775704] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:45:25.778967] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:45:25.779036] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:45:28.784031] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:45:28.787768] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:45:28.791379] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:45:28.794940] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:45:28.798545] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:45:28.798670] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:45:31.804816] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:45:31.809857] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:45:31.814639] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:45:31.819618] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:45:31.824013] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:45:31.824163] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:45:34.828993] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:45:34.833006] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:45:34.837071] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:45:34.841061] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:45:34.845101] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:45:34.845203] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:45:37.850187] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:45:37.853685] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:45:37.857032] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:45:37.860383] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:45:37.863823] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:45:37.863901] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:45:40.868848] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:45:40.872307] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:45:40.875700] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:45:40.878988] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:45:40.882148] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:45:40.882215] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:45:43.887316] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:45:43.891254] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:45:43.894738] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:45:43.898137] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:45:43.901673] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:45:43.901756] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:45:46.906185] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:45:46.909766] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:45:46.913133] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:45:46.916463] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:45:46.919792] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:45:46.919881] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:45:49.926535] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:45:49.931622] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:45:49.935743] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:45:49.939522] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:45:49.943078] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:45:49.943178] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:45:52.947838] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:45:52.951509] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:45:52.955679] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:45:52.959878] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:45:52.965067] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:45:52.965197] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:45:55.970505] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:45:55.974280] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:45:55.977551] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:45:55.981537] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:45:55.985964] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:45:55.986054] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:45:58.990703] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:45:58.994664] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:45:58.998634] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:45:59.002175] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:45:59.005404] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:45:59.005470] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:46:02.010698] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:46:02.014298] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:46:02.017582] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:46:02.021354] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:46:02.025799] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:46:02.025897] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:46:05.030744] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:46:05.034059] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:46:05.037218] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:46:05.040371] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:46:05.043479] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:46:05.043549] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:46:08.048344] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:46:08.052873] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:46:08.056636] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:46:08.060623] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:46:08.065061] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:46:08.065193] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:46:11.069962] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:46:11.074103] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:46:11.078481] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:46:11.082691] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:46:11.086962] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:46:11.087084] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:46:14.091827] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:46:14.095321] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:46:14.098798] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:46:14.102248] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:46:14.105723] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:46:14.105803] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:46:17.110830] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:46:17.114865] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:46:17.118471] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:46:17.121781] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:46:17.124987] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:46:17.125054] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:46:20.131457] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:46:20.136771] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:46:20.140623] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:46:20.144039] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:46:20.147266] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:46:20.147332] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:46:23.152229] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:46:23.155602] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:46:23.189261] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:46:23.223145] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:46:23.256589] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:46:23.256687] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:46:26.262985] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:46:26.267220] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:46:26.270685] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:46:26.273925] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:46:26.277272] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:46:26.277353] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:46:29.282137] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:46:29.285541] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:46:29.288934] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:46:29.292319] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:46:29.295591] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:46:29.295662] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:46:32.301958] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:46:32.306645] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:46:32.311054] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:46:32.315212] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:46:32.320385] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:46:32.320525] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:46:35.326507] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:46:35.330481] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:46:35.334117] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:46:35.337651] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:46:35.341284] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:46:35.341371] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:46:38.346229] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:46:38.349745] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:46:38.353041] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:46:38.356294] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:46:38.359512] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:46:38.359606] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:46:41.364709] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:46:41.368435] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:46:41.371953] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:46:41.375473] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:46:41.378939] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:46:41.379032] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:46:44.384861] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:46:44.388587] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:46:44.392026] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:46:44.395304] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:46:44.398617] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:46:44.398689] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:46:47.404121] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:46:47.407893] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:46:47.411263] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:46:47.414497] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:46:47.417757] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:46:47.417844] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:46:50.423381] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:46:50.427180] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:46:50.430452] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:46:50.434615] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:46:50.438431] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:46:50.438513] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:46:53.443628] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:46:53.447115] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:46:53.451951] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:46:53.456519] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:46:53.460981] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:46:53.461084] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:46:56.466129] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:46:56.469517] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:46:56.472797] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:46:56.476109] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:46:56.479429] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:46:56.479499] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:46:59.484003] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:46:59.487374] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:46:59.490761] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:46:59.493995] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:46:59.497419] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:46:59.497506] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:47:02.503833] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:47:02.507839] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:47:02.511260] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:47:02.514710] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:47:02.517990] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:47:02.518062] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:47:05.523126] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:47:05.527036] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:47:05.530538] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:47:05.534023] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:47:05.537535] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:47:05.537671] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:47:08.542673] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:47:08.546000] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:47:08.549181] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:47:08.552453] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:47:08.555760] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:47:08.555830] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:47:11.560887] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:47:11.564558] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:47:11.567867] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:47:11.571168] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:47:11.574441] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:47:11.574511] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:47:14.579435] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:47:14.582944] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:47:14.586354] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:47:14.589720] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:47:14.592962] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:47:14.593031] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:47:17.598389] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:47:17.602980] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:47:17.606995] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:47:17.611237] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:47:17.614757] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:47:17.614828] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:47:20.620514] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:47:20.624133] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:47:20.627444] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:47:20.630734] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:47:20.633934] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:47:20.634003] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:47:23.639616] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:47:23.643510] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:47:23.647496] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:47:23.653767] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:47:23.658106] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:47:23.658192] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:47:26.662643] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:47:26.666560] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:47:26.670323] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:47:26.673914] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:47:26.677267] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:47:26.677344] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:47:29.682242] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:47:29.685852] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:47:29.689077] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:47:29.692272] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:47:29.695395] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:47:29.695458] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:47:32.700630] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:47:32.704387] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:47:32.709047] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:47:32.713418] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:47:32.717040] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:47:32.717129] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:47:35.722487] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:47:35.725864] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:47:35.729189] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:47:35.732958] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:47:35.736380] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:47:35.736461] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:47:38.741922] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:47:38.746330] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:47:38.750922] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:47:38.755108] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:47:38.759399] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:47:38.759505] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:47:41.764501] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:47:41.768126] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:47:41.771600] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:47:41.775061] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:47:41.778494] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:47:41.778593] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:47:44.783342] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:47:44.786981] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:47:44.790608] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:47:44.794146] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:47:44.797801] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:47:44.797889] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:47:47.803719] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:47:47.807812] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:47:47.811600] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:47:47.815006] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:47:47.818506] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:47:47.818619] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:47:50.823699] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:47:50.827723] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:47:50.832338] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:47:50.836091] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:47:50.839569] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:47:50.839655] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:47:53.843999] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:47:53.847282] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:47:53.853388] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:47:53.862647] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:47:53.883090] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:47:53.883205] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:47:56.891557] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:47:56.895073] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:47:56.898401] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:47:56.901610] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:47:56.904817] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:47:56.904885] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:47:59.909743] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:47:59.913933] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:47:59.918084] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:47:59.922190] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:47:59.926689] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:47:59.926825] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:48:02.932081] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:48:02.935986] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:48:02.939498] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:48:02.942992] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:48:02.946489] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:48:02.946561] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:48:05.952919] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:48:05.957302] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:48:05.960856] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:48:05.964298] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:48:05.967849] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:48:05.967923] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:48:08.972651] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:48:08.976118] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:48:08.979708] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:48:08.983049] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:48:08.986312] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:48:08.986379] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:48:11.990694] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:48:11.994118] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:48:11.997649] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:48:12.001229] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:48:12.004664] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:48:12.004753] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:48:15.010163] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:48:15.014259] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:48:15.018139] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:48:15.021679] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:48:15.025067] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:48:15.025146] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:48:18.029825] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:48:18.033878] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:48:18.037695] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:48:18.041051] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:48:18.044235] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:48:18.044301] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:48:21.050201] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:48:21.053985] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:48:21.057172] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:48:21.060421] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:48:21.063661] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:48:21.063732] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:48:24.068733] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:48:24.072436] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:48:24.106865] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:48:24.141141] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:48:24.177011] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:48:24.177106] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:48:27.183164] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:48:27.187235] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:48:27.190902] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:48:27.194347] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:48:27.197822] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:48:27.197919] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:48:30.205959] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:48:30.209496] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:48:30.212864] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:48:30.216111] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:48:30.219386] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:48:30.219452] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:48:33.224775] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:48:33.229202] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:48:33.233786] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:48:33.238501] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:48:33.242930] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:48:33.243033] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:48:36.248150] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:48:36.251755] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:48:36.255264] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:48:36.258613] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:48:36.261960] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:48:36.262045] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:48:39.266548] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:48:39.269995] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:48:39.273257] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:48:39.276641] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:48:39.280171] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:48:39.280271] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:48:42.286627] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:48:42.290690] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:48:42.295314] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:48:42.299177] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:48:42.302531] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:48:42.302619] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:48:45.307740] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:48:45.312315] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:48:45.317357] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:48:45.324162] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:48:45.328547] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:48:45.328684] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:48:48.333216] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:48:48.336619] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:48:48.340847] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:48:48.344889] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:48:48.348804] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:48:48.348871] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:48:51.354855] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:48:51.358680] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:48:51.362656] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:48:51.366033] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:48:51.369375] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:48:51.369454] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:48:54.374125] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:48:54.377414] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:48:54.381076] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:48:54.384677] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:48:54.388278] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:48:54.388351] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:48:57.393532] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:48:57.397278] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:48:57.401031] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:48:57.404537] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:48:57.408534] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:48:57.408671] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:49:00.414489] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:49:00.419460] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:49:00.424398] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:49:00.429400] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:49:00.434395] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:49:00.434565] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:49:03.440855] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:49:03.444981] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:49:03.448601] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:49:03.452164] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:49:03.455618] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:49:03.455702] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:49:06.462033] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:49:06.466554] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:49:06.471201] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:49:06.476243] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:49:06.480860] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:49:06.480996] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:49:09.488137] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:49:09.493707] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:49:09.498313] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-04T20:49:09.502081] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:49:09.505849] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:49:09.505973] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-04T20:49:12.512038] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-04T20:49:12.517849] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:49:12.525858] [WARN ] [sig-status] Service 'sig' is not running.
[2025-12-04T20:49:12.531243] [WARN ] [sig-status] Service 'sig' is not running, has completed successfully since the last trading day (2025-12-04), and is a dependency of this service.
[2025-12-04T20:49:12.536023] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-04T20:49:12.540625] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-04T20:49:12.540908] [WARN ] [STATE     ] State set to: RUNNING
[2025-12-04T20:49:12.541010] [INFO ] [MODE      ] Using multithreaded
[2025-12-04T20:49:12.541098] [DEBUG] [REMOTE    ] Fetching available forecast dates from 'https://sig.silogroup.org/forecasts/full'.
[2025-12-04T20:49:12.547377] [DEBUG] [REMOTE    ] Found 38 available forecast dates.
[2025-12-04T20:49:12.547691] [DEBUG] [REMOTE    ] Fetching signal forecasts from 'https://sig.silogroup.org/forecasts/full/2025-12-05.txt'.
[2025-12-04T20:49:12.556848] [DEBUG] [REMOTE    ] Fetched 3547 signal forecasts for 2025-12-05.
[2025-12-04T20:49:12.588052] [INFO ] [main      ] Starting parallel forecast configuration with 4 worker processes for 1 symbols
[2025-12-04T20:49:12.620625] [DEBUG] [REMOTE    ] GCBC: Fetching historical data.
[2025-12-04T20:49:12.645234] [DEBUG] [REMOTE    ] GCBC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:49:12.646047] [INFO ] [main      ] GCBC: Testing with 53 available features
[2025-12-04T20:49:12.646124] [INFO ] [main      ] GCBC: Establishing baseline with no features...
[2025-12-04T20:49:12.646179] [DEBUG] [REMOTE    ] GCBC: Fetching historical data.
[2025-12-04T20:49:12.659835] [DEBUG] [REMOTE    ] GCBC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:49:12.660382] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 2
[2025-12-04T20:49:12.662592] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-04T20:49:13.018296] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-12-02
[2025-12-04T20:49:13.185023] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-03
[2025-12-04T20:49:13.283548] [INFO ] [main      ] GCBC: Lookback Days: 2, Magnitude: -5.45%
[2025-12-04T20:49:13.283823] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 3
[2025-12-04T20:49:13.284871] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-04T20:49:13.668794] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-12-01
[2025-12-04T20:49:13.845516] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-02
[2025-12-04T20:49:13.935128] [INFO ] [main      ] GCBC: Lookback Days: 3, Magnitude: 2.54%
[2025-12-04T20:49:13.935350] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 4
[2025-12-04T20:49:13.936315] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-04T20:49:14.281063] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-28
[2025-12-04T20:49:14.448397] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-01
[2025-12-04T20:49:14.524641] [INFO ] [main      ] GCBC: Lookback Days: 4, Magnitude: 1.63%
[2025-12-04T20:49:14.524820] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 5
[2025-12-04T20:49:14.525684] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-04T20:49:14.852979] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-26
[2025-12-04T20:49:15.020695] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-28
[2025-12-04T20:49:15.099419] [INFO ] [main      ] GCBC: Lookback Days: 5, Magnitude: -1.40%
[2025-12-04T20:49:15.099642] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 6
[2025-12-04T20:49:15.100638] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-04T20:49:15.444869] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-25
[2025-12-04T20:49:15.613761] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-26
[2025-12-04T20:49:15.689618] [INFO ] [main      ] GCBC: Lookback Days: 6, Magnitude: 3.21%
[2025-12-04T20:49:15.689890] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 7
[2025-12-04T20:49:15.690894] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-04T20:49:16.032638] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-24
[2025-12-04T20:49:16.200206] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-25
[2025-12-04T20:49:16.276068] [INFO ] [main      ] GCBC: Lookback Days: 7, Magnitude: -2.51%
[2025-12-04T20:49:16.276225] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 8
[2025-12-04T20:49:16.277124] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-04T20:49:16.616629] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-21
[2025-12-04T20:49:16.791911] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-24
[2025-12-04T20:49:16.867644] [INFO ] [main      ] GCBC: Lookback Days: 8, Magnitude: -0.63%
[2025-12-04T20:49:16.867831] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 9
[2025-12-04T20:49:16.868825] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-04T20:49:17.204430] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-20
[2025-12-04T20:49:17.374465] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-21
[2025-12-04T20:49:17.452371] [INFO ] [main      ] GCBC: Lookback Days: 9, Magnitude: 0.08%
[2025-12-04T20:49:17.452559] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 10
[2025-12-04T20:49:17.453551] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-04T20:49:17.793404] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-19
[2025-12-04T20:49:17.960282] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-20
[2025-12-04T20:49:18.034708] [INFO ] [main      ] GCBC: Lookback Days: 10, Magnitude: 0.91%
[2025-12-04T20:49:18.034913] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 11
[2025-12-04T20:49:18.035855] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-04T20:49:18.383196] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-18
[2025-12-04T20:49:18.556817] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-19
[2025-12-04T20:49:18.632521] [INFO ] [main      ] GCBC: Lookback Days: 11, Magnitude: 0.72%
[2025-12-04T20:49:18.809421] [DEBUG] [METRICS   ] GCBC: 2025-12-03:2025-12-04: Predicted: -5.45%, Actual: 1.69%
[2025-12-04T20:49:18.984919] [DEBUG] [METRICS   ] GCBC: 2025-12-02:2025-12-03: Predicted: 2.54%, Actual: 0.20%
[2025-12-04T20:49:19.155619] [DEBUG] [METRICS   ] GCBC: 2025-12-01:2025-12-02: Predicted: 1.63%, Actual: 1.12%
[2025-12-04T20:49:19.324260] [DEBUG] [METRICS   ] GCBC: 2025-11-28:2025-12-01: Predicted: -1.40%, Actual: 1.13%
[2025-12-04T20:49:19.494196] [DEBUG] [METRICS   ] GCBC: 2025-11-26:2025-11-28: Predicted: 3.21%, Actual: 0.79%
[2025-12-04T20:49:19.667861] [DEBUG] [METRICS   ] GCBC: 2025-11-25:2025-11-26: Predicted: -2.51%, Actual: 1.31%
[2025-12-04T20:49:19.858903] [DEBUG] [METRICS   ] GCBC: 2025-11-24:2025-11-25: Predicted: -0.63%, Actual: 0.46%
[2025-12-04T20:49:20.033014] [DEBUG] [METRICS   ] GCBC: 2025-11-21:2025-11-24: Predicted: 0.08%, Actual: 1.58%
[2025-12-04T20:49:20.204897] [DEBUG] [METRICS   ] GCBC: 2025-11-20:2025-11-21: Predicted: 0.91%, Actual: 0.34%
[2025-12-04T20:49:20.377896] [DEBUG] [METRICS   ] GCBC: 2025-11-19:2025-11-20: Predicted: 0.72%, Actual: 0.36%
[2025-12-04T20:49:20.378272] [INFO ] [main      ] GCBC: Magnitude Forecast Confidence: 41.1902%
[2025-12-04T20:49:20.378334] [INFO ] [main      ] GCBC: Baseline score (no features): 41.1902%
[2025-12-04T20:49:20.378386] [INFO ] [main      ] GCBC: Testing feature 1/53: add_afternoon_v_morning_volatility_mix
[2025-12-04T20:49:20.378418] [DEBUG] [main      ] Testing with features: ['add_afternoon_v_morning_volatility_mix']
[2025-12-04T20:49:20.378466] [DEBUG] [REMOTE    ] GCBC: Fetching historical data.
[2025-12-04T20:49:20.393306] [DEBUG] [REMOTE    ] GCBC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:49:20.393888] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 2
[2025-12-04T20:49:20.395004] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-04T20:49:20.395107] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:49:20.400524] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:49:20.740508] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-12-02
[2025-12-04T20:49:20.909051] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-03
[2025-12-04T20:49:20.989156] [INFO ] [main      ] GCBC: Lookback Days: 2, Magnitude: -4.57% | Symbol ETA: 5m 14s | Global ETA: N/A
[2025-12-04T20:49:20.989333] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 3
[2025-12-04T20:49:20.990371] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-04T20:49:20.990433] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:49:20.995703] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:49:21.342088] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-12-01
[2025-12-04T20:49:21.510105] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-02
[2025-12-04T20:49:21.589843] [INFO ] [main      ] GCBC: Lookback Days: 3, Magnitude: 6.75% | Symbol ETA: 5m 16s | Global ETA: N/A
[2025-12-04T20:49:21.590018] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 4
[2025-12-04T20:49:21.590986] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-04T20:49:21.591071] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:49:21.595900] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:49:21.935349] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-28
[2025-12-04T20:49:22.116127] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-01
[2025-12-04T20:49:22.196453] [INFO ] [main      ] GCBC: Lookback Days: 4, Magnitude: 0.70% | Symbol ETA: 5m 17s | Global ETA: N/A
[2025-12-04T20:49:22.196663] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 5
[2025-12-04T20:49:22.197639] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-04T20:49:22.197699] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:49:22.202796] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:49:22.562889] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-26
[2025-12-04T20:49:22.737157] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-28
[2025-12-04T20:49:22.815284] [INFO ] [main      ] GCBC: Lookback Days: 5, Magnitude: -0.76% | Symbol ETA: 5m 18s | Global ETA: N/A
[2025-12-04T20:49:22.815453] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 6
[2025-12-04T20:49:22.816381] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-04T20:49:22.816440] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:49:22.821298] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:49:23.166107] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-25
[2025-12-04T20:49:23.343122] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-26
[2025-12-04T20:49:23.420444] [INFO ] [main      ] GCBC: Lookback Days: 6, Magnitude: 2.81% | Symbol ETA: 5m 18s | Global ETA: N/A
[2025-12-04T20:49:23.420647] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 7
[2025-12-04T20:49:23.421566] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-04T20:49:23.421641] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:49:23.426416] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:49:23.769341] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-24
[2025-12-04T20:49:23.939203] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-25
[2025-12-04T20:49:24.015186] [INFO ] [main      ] GCBC: Lookback Days: 7, Magnitude: -3.11% | Symbol ETA: 5m 16s | Global ETA: N/A
[2025-12-04T20:49:24.015310] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 8
[2025-12-04T20:49:24.016166] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-04T20:49:24.016224] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:49:24.020969] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:49:24.353658] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-21
[2025-12-04T20:49:24.520464] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-24
[2025-12-04T20:49:24.593906] [INFO ] [main      ] GCBC: Lookback Days: 8, Magnitude: 1.54% | Symbol ETA: 5m 14s | Global ETA: N/A
[2025-12-04T20:49:24.594053] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 9
[2025-12-04T20:49:24.594922] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-04T20:49:24.594979] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:49:24.599705] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:49:24.933849] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-20
[2025-12-04T20:49:25.098795] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-21
[2025-12-04T20:49:25.172836] [INFO ] [main      ] GCBC: Lookback Days: 9, Magnitude: 0.24% | Symbol ETA: 5m 12s | Global ETA: N/A
[2025-12-04T20:49:25.172958] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 10
[2025-12-04T20:49:25.173836] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-04T20:49:25.173904] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:49:25.178602] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:49:25.517870] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-19
[2025-12-04T20:49:25.682289] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-20
[2025-12-04T20:49:25.757394] [INFO ] [main      ] GCBC: Lookback Days: 10, Magnitude: -1.20% | Symbol ETA: 5m 10s | Global ETA: N/A
[2025-12-04T20:49:25.757514] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 11
[2025-12-04T20:49:25.758400] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-04T20:49:25.758457] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:49:25.763115] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:49:26.096239] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-18
[2025-12-04T20:49:26.261472] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-19
[2025-12-04T20:49:26.333771] [INFO ] [main      ] GCBC: Lookback Days: 11, Magnitude: 0.30% | Symbol ETA: 5m 9s | Global ETA: N/A
[2025-12-04T20:49:26.516530] [DEBUG] [METRICS   ] GCBC: 2025-12-03:2025-12-04: Predicted: -4.57%, Actual: 1.69%
[2025-12-04T20:49:26.692539] [DEBUG] [METRICS   ] GCBC: 2025-12-02:2025-12-03: Predicted: 6.75%, Actual: 0.20%
[2025-12-04T20:49:26.871797] [DEBUG] [METRICS   ] GCBC: 2025-12-01:2025-12-02: Predicted: 0.70%, Actual: 1.12%
[2025-12-04T20:49:27.040517] [DEBUG] [METRICS   ] GCBC: 2025-11-28:2025-12-01: Predicted: -0.76%, Actual: 1.13%
[2025-12-04T20:49:27.211904] [DEBUG] [METRICS   ] GCBC: 2025-11-26:2025-11-28: Predicted: 2.81%, Actual: 0.79%
[2025-12-04T20:49:27.381058] [DEBUG] [METRICS   ] GCBC: 2025-11-25:2025-11-26: Predicted: -3.11%, Actual: 1.31%
[2025-12-04T20:49:27.555978] [DEBUG] [METRICS   ] GCBC: 2025-11-24:2025-11-25: Predicted: 1.54%, Actual: 0.46%
[2025-12-04T20:49:27.728210] [DEBUG] [METRICS   ] GCBC: 2025-11-21:2025-11-24: Predicted: 0.24%, Actual: 1.58%
[2025-12-04T20:49:27.897373] [DEBUG] [METRICS   ] GCBC: 2025-11-20:2025-11-21: Predicted: -1.20%, Actual: 0.34%
[2025-12-04T20:49:28.068100] [DEBUG] [METRICS   ] GCBC: 2025-11-19:2025-11-20: Predicted: 0.30%, Actual: 0.36%
[2025-12-04T20:49:28.068419] [INFO ] [main      ] GCBC: Magnitude Forecast Confidence: 38.8810%
[2025-12-04T20:49:28.068475] [INFO ] [main      ] GCBC: DISCARDED add_afternoon_v_morning_volatility_mix (score: 38.88%)
[2025-12-04T20:49:28.068514] [INFO ] [main      ] GCBC: Testing feature 2/53: add_atr
[2025-12-04T20:49:28.068553] [DEBUG] [main      ] Testing with features: ['add_true_range', 'add_atr']
[2025-12-04T20:49:28.068607] [DEBUG] [REMOTE    ] GCBC: Fetching historical data.
[2025-12-04T20:49:28.149329] [DEBUG] [REMOTE    ] GCBC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:49:28.149911] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 2
[2025-12-04T20:49:28.151122] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:49:28.151205] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:49:28.153215] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:49:28.154040] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:49:28.502781] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-12-02
[2025-12-04T20:49:28.670289] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-03
[2025-12-04T20:49:28.746610] [INFO ] [main      ] GCBC: Lookback Days: 2, Magnitude: -2.34% | Symbol ETA: 6m 38s | Global ETA: N/A
[2025-12-04T20:49:28.746790] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 3
[2025-12-04T20:49:28.747742] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:49:28.747805] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:49:28.749533] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:49:28.750164] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:49:29.230237] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-12-01
[2025-12-04T20:49:29.405355] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-02
[2025-12-04T20:49:29.490589] [INFO ] [main      ] GCBC: Lookback Days: 3, Magnitude: 4.56% | Symbol ETA: 6m 38s | Global ETA: N/A
[2025-12-04T20:49:29.490766] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 4
[2025-12-04T20:49:29.491817] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:49:29.491876] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:49:29.493718] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:49:29.494235] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:49:29.841126] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-28
[2025-12-04T20:49:30.024512] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-01
[2025-12-04T20:49:30.108749] [INFO ] [main      ] GCBC: Lookback Days: 4, Magnitude: -1.03% | Symbol ETA: 6m 37s | Global ETA: N/A
[2025-12-04T20:49:30.108941] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 5
[2025-12-04T20:49:30.110112] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:49:30.110183] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:49:30.112057] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:49:30.112862] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:49:30.478393] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-26
[2025-12-04T20:49:30.661147] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-28
[2025-12-04T20:49:30.746196] [INFO ] [main      ] GCBC: Lookback Days: 5, Magnitude: -0.20% | Symbol ETA: 6m 36s | Global ETA: N/A
[2025-12-04T20:49:30.746383] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 6
[2025-12-04T20:49:30.747442] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:49:30.747506] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:49:30.749381] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:49:30.749971] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:49:31.108879] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-25
[2025-12-04T20:49:31.285492] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-26
[2025-12-04T20:49:31.365250] [INFO ] [main      ] GCBC: Lookback Days: 6, Magnitude: 1.98% | Symbol ETA: 6m 35s | Global ETA: N/A
[2025-12-04T20:49:31.365427] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 7
[2025-12-04T20:49:31.366470] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:49:31.366528] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:49:31.368289] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:49:31.368875] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:49:31.711723] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-24
[2025-12-04T20:49:31.879694] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-25
[2025-12-04T20:49:31.958125] [INFO ] [main      ] GCBC: Lookback Days: 7, Magnitude: 1.26% | Symbol ETA: 6m 35s | Global ETA: N/A
[2025-12-04T20:49:31.958329] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 8
[2025-12-04T20:49:31.959404] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:49:31.959462] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:49:31.961367] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:49:31.961904] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:49:32.315516] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-21
[2025-12-04T20:49:32.484354] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-24
[2025-12-04T20:49:32.561023] [INFO ] [main      ] GCBC: Lookback Days: 8, Magnitude: 1.42% | Symbol ETA: 6m 34s | Global ETA: N/A
[2025-12-04T20:49:32.561199] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 9
[2025-12-04T20:49:32.562173] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:49:32.562231] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:49:32.563947] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:49:32.564462] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:49:32.910681] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-20
[2025-12-04T20:49:33.078988] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-21
[2025-12-04T20:49:33.154976] [INFO ] [main      ] GCBC: Lookback Days: 9, Magnitude: -0.07% | Symbol ETA: 6m 33s | Global ETA: N/A
[2025-12-04T20:49:33.155179] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 10
[2025-12-04T20:49:33.156121] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:49:33.156181] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:49:33.157874] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:49:33.158398] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:49:33.500150] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-19
[2025-12-04T20:49:33.665002] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-20
[2025-12-04T20:49:33.738386] [INFO ] [main      ] GCBC: Lookback Days: 10, Magnitude: 1.20% | Symbol ETA: 6m 33s | Global ETA: N/A
[2025-12-04T20:49:33.738510] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 11
[2025-12-04T20:49:33.739430] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:49:33.739487] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:49:33.741165] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:49:33.741660] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:49:34.086982] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-18
[2025-12-04T20:49:34.254496] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-19
[2025-12-04T20:49:34.327107] [INFO ] [main      ] GCBC: Lookback Days: 11, Magnitude: 0.89% | Symbol ETA: 6m 32s | Global ETA: N/A
[2025-12-04T20:49:34.496193] [DEBUG] [METRICS   ] GCBC: 2025-12-03:2025-12-04: Predicted: -2.34%, Actual: 1.69%
[2025-12-04T20:49:34.670075] [DEBUG] [METRICS   ] GCBC: 2025-12-02:2025-12-03: Predicted: 4.56%, Actual: 0.20%
[2025-12-04T20:49:34.841765] [DEBUG] [METRICS   ] GCBC: 2025-12-01:2025-12-02: Predicted: -1.03%, Actual: 1.12%
[2025-12-04T20:49:35.013338] [DEBUG] [METRICS   ] GCBC: 2025-11-28:2025-12-01: Predicted: -0.20%, Actual: 1.13%
[2025-12-04T20:49:35.183027] [DEBUG] [METRICS   ] GCBC: 2025-11-26:2025-11-28: Predicted: 1.98%, Actual: 0.79%
[2025-12-04T20:49:35.353238] [DEBUG] [METRICS   ] GCBC: 2025-11-25:2025-11-26: Predicted: 1.26%, Actual: 1.31%
[2025-12-04T20:49:35.521587] [DEBUG] [METRICS   ] GCBC: 2025-11-24:2025-11-25: Predicted: 1.42%, Actual: 0.46%
[2025-12-04T20:49:35.694054] [DEBUG] [METRICS   ] GCBC: 2025-11-21:2025-11-24: Predicted: -0.07%, Actual: 1.58%
[2025-12-04T20:49:35.861695] [DEBUG] [METRICS   ] GCBC: 2025-11-20:2025-11-21: Predicted: 1.20%, Actual: 0.34%
[2025-12-04T20:49:36.029411] [DEBUG] [METRICS   ] GCBC: 2025-11-19:2025-11-20: Predicted: 0.89%, Actual: 0.36%
[2025-12-04T20:49:36.029679] [INFO ] [main      ] GCBC: Magnitude Forecast Confidence: 39.2876%
[2025-12-04T20:49:36.029770] [INFO ] [main      ] GCBC: DISCARDED add_atr (score: 39.29%)
[2025-12-04T20:49:36.029812] [INFO ] [main      ] GCBC: Testing feature 3/53: add_atr_10
[2025-12-04T20:49:36.029847] [DEBUG] [main      ] Testing with features: ['add_true_range', 'add_atr_10']
[2025-12-04T20:49:36.029883] [DEBUG] [REMOTE    ] GCBC: Fetching historical data.
[2025-12-04T20:49:36.044262] [DEBUG] [REMOTE    ] GCBC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:49:36.044829] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 2
[2025-12-04T20:49:36.045963] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:49:36.046021] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:49:36.047736] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:49:36.048312] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:49:36.386823] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-12-02
[2025-12-04T20:49:36.557657] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-03
[2025-12-04T20:49:36.636777] [INFO ] [main      ] GCBC: Lookback Days: 2, Magnitude: -2.69% | Symbol ETA: 3m 24s | Global ETA: N/A
[2025-12-04T20:49:36.636959] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 3
[2025-12-04T20:49:36.637943] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:49:36.638003] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:49:36.639747] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:49:36.640292] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:49:36.979956] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-12-01
[2025-12-04T20:49:37.149703] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-02
[2025-12-04T20:49:37.229018] [INFO ] [main      ] GCBC: Lookback Days: 3, Magnitude: 3.79% | Symbol ETA: 3m 24s | Global ETA: N/A
[2025-12-04T20:49:37.229194] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 4
[2025-12-04T20:49:37.230209] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:49:37.230280] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:49:37.232109] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:49:37.232667] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:49:37.591876] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-28
[2025-12-04T20:49:37.760511] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-01
[2025-12-04T20:49:37.838965] [INFO ] [main      ] GCBC: Lookback Days: 4, Magnitude: -1.43% | Symbol ETA: 3m 23s | Global ETA: N/A
[2025-12-04T20:49:37.839150] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 5
[2025-12-04T20:49:37.840149] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:49:37.840209] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:49:37.841966] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:49:37.842496] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:49:38.183610] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-26
[2025-12-04T20:49:38.359438] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-28
[2025-12-04T20:49:38.438729] [INFO ] [main      ] GCBC: Lookback Days: 5, Magnitude: -1.38% | Symbol ETA: 3m 23s | Global ETA: N/A
[2025-12-04T20:49:38.438904] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 6
[2025-12-04T20:49:38.439972] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:49:38.440031] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:49:38.441724] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:49:38.442216] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:49:38.785099] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-25
[2025-12-04T20:49:38.957783] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-26
[2025-12-04T20:49:39.037941] [INFO ] [main      ] GCBC: Lookback Days: 6, Magnitude: 2.19% | Symbol ETA: 3m 22s | Global ETA: N/A
[2025-12-04T20:49:39.038131] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 7
[2025-12-04T20:49:39.039178] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:49:39.039244] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:49:39.041036] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:49:39.041695] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:49:39.391049] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-24
[2025-12-04T20:49:39.560219] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-25
[2025-12-04T20:49:39.638774] [INFO ] [main      ] GCBC: Lookback Days: 7, Magnitude: -1.11% | Symbol ETA: 3m 21s | Global ETA: N/A
[2025-12-04T20:49:39.638954] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 8
[2025-12-04T20:49:39.639924] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:49:39.639984] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:49:39.641681] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:49:39.642174] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:49:39.981162] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-21
[2025-12-04T20:49:40.152012] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-24
[2025-12-04T20:49:40.229465] [INFO ] [main      ] GCBC: Lookback Days: 8, Magnitude: 2.04% | Symbol ETA: 3m 21s | Global ETA: N/A
[2025-12-04T20:49:40.229670] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 9
[2025-12-04T20:49:40.230691] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:49:40.230751] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:49:40.232472] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:49:40.233005] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:49:40.579868] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-20
[2025-12-04T20:49:40.750025] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-21
[2025-12-04T20:49:40.828623] [INFO ] [main      ] GCBC: Lookback Days: 9, Magnitude: -0.36% | Symbol ETA: 3m 20s | Global ETA: N/A
[2025-12-04T20:49:40.828807] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 10
[2025-12-04T20:49:40.829834] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:49:40.829898] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:49:40.831674] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:49:40.832240] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:49:41.174181] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-19
[2025-12-04T20:49:41.348605] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-20
[2025-12-04T20:49:41.423980] [INFO ] [main      ] GCBC: Lookback Days: 10, Magnitude: -0.18% | Symbol ETA: 3m 20s | Global ETA: N/A
[2025-12-04T20:49:41.424162] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 11
[2025-12-04T20:49:41.425133] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:49:41.425191] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:49:41.426917] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:49:41.427428] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:49:41.777805] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-18
[2025-12-04T20:49:41.950402] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-19
[2025-12-04T20:49:42.029181] [INFO ] [main      ] GCBC: Lookback Days: 11, Magnitude: 1.64% | Symbol ETA: 3m 19s | Global ETA: N/A
[2025-12-04T20:49:42.206087] [DEBUG] [METRICS   ] GCBC: 2025-12-03:2025-12-04: Predicted: -2.69%, Actual: 1.69%
[2025-12-04T20:49:42.384080] [DEBUG] [METRICS   ] GCBC: 2025-12-02:2025-12-03: Predicted: 3.79%, Actual: 0.20%
[2025-12-04T20:49:42.560796] [DEBUG] [METRICS   ] GCBC: 2025-12-01:2025-12-02: Predicted: -1.43%, Actual: 1.12%
[2025-12-04T20:49:42.743135] [DEBUG] [METRICS   ] GCBC: 2025-11-28:2025-12-01: Predicted: -1.38%, Actual: 1.13%
[2025-12-04T20:49:42.924963] [DEBUG] [METRICS   ] GCBC: 2025-11-26:2025-11-28: Predicted: 2.19%, Actual: 0.79%
[2025-12-04T20:49:43.213592] [DEBUG] [METRICS   ] GCBC: 2025-11-25:2025-11-26: Predicted: -1.11%, Actual: 1.31%
[2025-12-04T20:49:43.389345] [DEBUG] [METRICS   ] GCBC: 2025-11-24:2025-11-25: Predicted: 2.04%, Actual: 0.46%
[2025-12-04T20:49:43.577761] [DEBUG] [METRICS   ] GCBC: 2025-11-21:2025-11-24: Predicted: -0.36%, Actual: 1.58%
[2025-12-04T20:49:43.814741] [DEBUG] [METRICS   ] GCBC: 2025-11-20:2025-11-21: Predicted: -0.18%, Actual: 0.34%
[2025-12-04T20:49:43.991525] [DEBUG] [METRICS   ] GCBC: 2025-11-19:2025-11-20: Predicted: 1.64%, Actual: 0.36%
[2025-12-04T20:49:43.991771] [INFO ] [main      ] GCBC: Magnitude Forecast Confidence: 43.9544%
[2025-12-04T20:49:43.991868] [INFO ] [main      ] GCBC: KEPT add_atr_10 (score: 43.95%)
[2025-12-04T20:49:43.991913] [INFO ] [main      ] GCBC: Testing feature 4/53: add_atr_5
[2025-12-04T20:49:43.991945] [DEBUG] [main      ] Testing with features: ['add_true_range', 'add_atr_10', 'add_atr_5']
[2025-12-04T20:49:43.991980] [DEBUG] [REMOTE    ] GCBC: Fetching historical data.
[2025-12-04T20:49:44.009800] [DEBUG] [REMOTE    ] GCBC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:49:44.010465] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 2
[2025-12-04T20:49:44.012087] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:49:44.012172] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:49:44.014345] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:49:44.015058] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:49:44.015560] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:49:44.564382] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-12-02
[2025-12-04T20:49:44.795018] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-03
[2025-12-04T20:49:44.877724] [INFO ] [main      ] GCBC: Lookback Days: 2, Magnitude: -4.33% | Symbol ETA: 2m 18s | Global ETA: N/A
[2025-12-04T20:49:44.877901] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 3
[2025-12-04T20:49:44.878908] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:49:44.878968] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:49:44.880649] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:49:44.881162] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:49:44.881618] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:49:45.217108] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-12-01
[2025-12-04T20:49:45.393425] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-02
[2025-12-04T20:49:45.473930] [INFO ] [main      ] GCBC: Lookback Days: 3, Magnitude: 6.00% | Symbol ETA: 2m 16s | Global ETA: N/A
[2025-12-04T20:49:45.474108] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 4
[2025-12-04T20:49:45.475070] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:49:45.475130] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:49:45.476797] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:49:45.477298] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:49:45.477757] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:49:45.827496] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-28
[2025-12-04T20:49:46.003817] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-01
[2025-12-04T20:49:46.088195] [INFO ] [main      ] GCBC: Lookback Days: 4, Magnitude: -0.42% | Symbol ETA: 2m 15s | Global ETA: N/A
[2025-12-04T20:49:46.088445] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 5
[2025-12-04T20:49:46.089453] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:49:46.089515] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:49:46.091219] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:49:46.091758] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:49:46.092194] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:49:46.439895] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-26
[2025-12-04T20:49:46.613851] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-28
[2025-12-04T20:49:46.694732] [INFO ] [main      ] GCBC: Lookback Days: 5, Magnitude: 0.07% | Symbol ETA: 2m 14s | Global ETA: N/A
[2025-12-04T20:49:46.694914] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 6
[2025-12-04T20:49:46.695924] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:49:46.695984] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:49:46.697698] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:49:46.698209] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:49:46.698698] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:49:47.042685] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-25
[2025-12-04T20:49:47.211754] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-26
[2025-12-04T20:49:47.292185] [INFO ] [main      ] GCBC: Lookback Days: 6, Magnitude: 1.87% | Symbol ETA: 2m 13s | Global ETA: N/A
[2025-12-04T20:49:47.292359] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 7
[2025-12-04T20:49:47.293365] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:49:47.293428] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:49:47.295188] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:49:47.295734] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:49:47.296178] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:49:47.650606] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-24
[2025-12-04T20:49:47.823796] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-25
[2025-12-04T20:49:47.903904] [INFO ] [main      ] GCBC: Lookback Days: 7, Magnitude: -1.12% | Symbol ETA: 2m 13s | Global ETA: N/A
[2025-12-04T20:49:47.904081] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 8
[2025-12-04T20:49:47.905114] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:49:47.905178] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:49:47.907064] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:49:47.907608] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:49:47.908068] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:49:48.273309] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-21
[2025-12-04T20:49:48.452363] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-24
[2025-12-04T20:49:48.530323] [INFO ] [main      ] GCBC: Lookback Days: 8, Magnitude: 3.39% | Symbol ETA: 2m 12s | Global ETA: N/A
[2025-12-04T20:49:48.530489] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 9
[2025-12-04T20:49:48.531464] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:49:48.531525] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:49:48.533191] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:49:48.533717] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:49:48.534144] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:49:48.878934] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-20
[2025-12-04T20:49:49.049963] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-21
[2025-12-04T20:49:49.129394] [INFO ] [main      ] GCBC: Lookback Days: 9, Magnitude: -0.26% | Symbol ETA: 2m 11s | Global ETA: N/A
[2025-12-04T20:49:49.129597] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 10
[2025-12-04T20:49:49.130587] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:49:49.130646] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:49:49.132320] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:49:49.132834] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:49:49.133256] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:49:49.472931] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-19
[2025-12-04T20:49:49.638752] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-20
[2025-12-04T20:49:49.717314] [INFO ] [main      ] GCBC: Lookback Days: 10, Magnitude: 0.43% | Symbol ETA: 2m 11s | Global ETA: N/A
[2025-12-04T20:49:49.717486] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 11
[2025-12-04T20:49:49.718479] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:49:49.718541] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:49:49.720276] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:49:49.720813] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:49:49.721240] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:49:50.070242] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-18
[2025-12-04T20:49:50.243442] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-19
[2025-12-04T20:49:50.322734] [INFO ] [main      ] GCBC: Lookback Days: 11, Magnitude: -1.22% | Symbol ETA: 2m 10s | Global ETA: N/A
[2025-12-04T20:49:50.497248] [DEBUG] [METRICS   ] GCBC: 2025-12-03:2025-12-04: Predicted: -4.33%, Actual: 1.69%
[2025-12-04T20:49:50.670199] [DEBUG] [METRICS   ] GCBC: 2025-12-02:2025-12-03: Predicted: 6.00%, Actual: 0.20%
[2025-12-04T20:49:50.850827] [DEBUG] [METRICS   ] GCBC: 2025-12-01:2025-12-02: Predicted: -0.42%, Actual: 1.12%
[2025-12-04T20:49:51.036164] [DEBUG] [METRICS   ] GCBC: 2025-11-28:2025-12-01: Predicted: 0.07%, Actual: 1.13%
[2025-12-04T20:49:51.211461] [DEBUG] [METRICS   ] GCBC: 2025-11-26:2025-11-28: Predicted: 1.87%, Actual: 0.79%
[2025-12-04T20:49:51.382392] [DEBUG] [METRICS   ] GCBC: 2025-11-25:2025-11-26: Predicted: -1.12%, Actual: 1.31%
[2025-12-04T20:49:51.555786] [DEBUG] [METRICS   ] GCBC: 2025-11-24:2025-11-25: Predicted: 3.39%, Actual: 0.46%
[2025-12-04T20:49:51.729899] [DEBUG] [METRICS   ] GCBC: 2025-11-21:2025-11-24: Predicted: -0.26%, Actual: 1.58%
[2025-12-04T20:49:51.906713] [DEBUG] [METRICS   ] GCBC: 2025-11-20:2025-11-21: Predicted: 0.43%, Actual: 0.34%
[2025-12-04T20:49:52.077034] [DEBUG] [METRICS   ] GCBC: 2025-11-19:2025-11-20: Predicted: -1.22%, Actual: 0.36%
[2025-12-04T20:49:52.077372] [INFO ] [main      ] GCBC: Magnitude Forecast Confidence: 34.4245%
[2025-12-04T20:49:52.077429] [INFO ] [main      ] GCBC: DISCARDED add_atr_5 (score: 34.42%)
[2025-12-04T20:49:52.077470] [INFO ] [main      ] GCBC: Testing feature 5/53: add_close_to_open_alignment
[2025-12-04T20:49:52.077499] [DEBUG] [main      ] Testing with features: ['add_true_range', 'add_atr_10', 'add_close_to_open_alignment']
[2025-12-04T20:49:52.077537] [DEBUG] [REMOTE    ] GCBC: Fetching historical data.
[2025-12-04T20:49:52.092037] [DEBUG] [REMOTE    ] GCBC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:49:52.092654] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 2
[2025-12-04T20:49:52.093790] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:49:52.093851] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:49:52.095625] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:49:52.096215] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:49:52.097041] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:49:52.451817] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-12-02
[2025-12-04T20:49:52.651620] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-03
[2025-12-04T20:49:52.729532] [INFO ] [main      ] GCBC: Lookback Days: 2, Magnitude: -4.11% | Symbol ETA: 1m 43s | Global ETA: N/A
[2025-12-04T20:49:52.729744] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 3
[2025-12-04T20:49:52.730751] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:49:52.730818] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:49:52.732735] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:49:52.733293] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:49:52.734115] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:49:53.075430] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-12-01
[2025-12-04T20:49:53.244202] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-02
[2025-12-04T20:49:53.325377] [INFO ] [main      ] GCBC: Lookback Days: 3, Magnitude: 4.77% | Symbol ETA: 1m 42s | Global ETA: N/A
[2025-12-04T20:49:53.325561] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 4
[2025-12-04T20:49:53.326621] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:49:53.326685] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:49:53.328424] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:49:53.328980] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:49:53.329760] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:49:53.686448] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-28
[2025-12-04T20:49:53.855301] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-01
[2025-12-04T20:49:53.936245] [INFO ] [main      ] GCBC: Lookback Days: 4, Magnitude: -0.06% | Symbol ETA: 1m 41s | Global ETA: N/A
[2025-12-04T20:49:53.936436] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 5
[2025-12-04T20:49:53.937420] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:49:53.937482] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:49:53.939219] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:49:53.939784] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:49:53.940539] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:49:54.290683] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-26
[2025-12-04T20:49:54.459453] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-28
[2025-12-04T20:49:54.539615] [INFO ] [main      ] GCBC: Lookback Days: 5, Magnitude: -1.83% | Symbol ETA: 1m 41s | Global ETA: N/A
[2025-12-04T20:49:54.539820] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 6
[2025-12-04T20:49:54.541077] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:49:54.541144] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:49:54.543249] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:49:54.544039] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:49:54.545045] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:49:54.920319] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-25
[2025-12-04T20:49:55.099409] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-26
[2025-12-04T20:49:55.182794] [INFO ] [main      ] GCBC: Lookback Days: 6, Magnitude: 0.50% | Symbol ETA: 1m 40s | Global ETA: N/A
[2025-12-04T20:49:55.182966] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 7
[2025-12-04T20:49:55.183965] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:49:55.184029] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:49:55.185818] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:49:55.186365] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:49:55.187150] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:49:55.535430] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-24
[2025-12-04T20:49:55.703733] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-25
[2025-12-04T20:49:55.783270] [INFO ] [main      ] GCBC: Lookback Days: 7, Magnitude: -2.28% | Symbol ETA: 1m 39s | Global ETA: N/A
[2025-12-04T20:49:55.783437] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 8
[2025-12-04T20:49:55.784371] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:49:55.784432] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:49:55.786122] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:49:55.786677] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:49:55.787431] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:49:56.125615] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-21
[2025-12-04T20:49:56.295699] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-24
[2025-12-04T20:49:56.379241] [INFO ] [main      ] GCBC: Lookback Days: 8, Magnitude: 2.83% | Symbol ETA: 1m 39s | Global ETA: N/A
[2025-12-04T20:49:56.379435] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 9
[2025-12-04T20:49:56.380766] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:49:56.380840] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:49:56.383337] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:49:56.384058] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:49:56.385126] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:49:56.741845] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-20
[2025-12-04T20:49:56.916780] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-21
[2025-12-04T20:49:56.996763] [INFO ] [main      ] GCBC: Lookback Days: 9, Magnitude: -0.58% | Symbol ETA: 1m 38s | Global ETA: N/A
[2025-12-04T20:49:56.996947] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 10
[2025-12-04T20:49:56.998133] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:49:56.998231] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:49:57.000139] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:49:57.000774] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:49:57.001605] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:49:57.349364] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-19
[2025-12-04T20:49:57.526895] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-20
[2025-12-04T20:49:57.606134] [INFO ] [main      ] GCBC: Lookback Days: 10, Magnitude: 0.92% | Symbol ETA: 1m 38s | Global ETA: N/A
[2025-12-04T20:49:57.606303] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 11
[2025-12-04T20:49:57.607296] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:49:57.607358] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:49:57.609082] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:49:57.609644] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:49:57.610488] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:49:57.956175] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-18
[2025-12-04T20:49:58.129696] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-19
[2025-12-04T20:49:58.207506] [INFO ] [main      ] GCBC: Lookback Days: 11, Magnitude: -0.37% | Symbol ETA: 1m 37s | Global ETA: N/A
[2025-12-04T20:49:58.377110] [DEBUG] [METRICS   ] GCBC: 2025-12-03:2025-12-04: Predicted: -4.11%, Actual: 1.69%
[2025-12-04T20:49:58.548434] [DEBUG] [METRICS   ] GCBC: 2025-12-02:2025-12-03: Predicted: 4.77%, Actual: 0.20%
[2025-12-04T20:49:58.719552] [DEBUG] [METRICS   ] GCBC: 2025-12-01:2025-12-02: Predicted: -0.06%, Actual: 1.12%
[2025-12-04T20:49:58.886200] [DEBUG] [METRICS   ] GCBC: 2025-11-28:2025-12-01: Predicted: -1.83%, Actual: 1.13%
[2025-12-04T20:49:59.057013] [DEBUG] [METRICS   ] GCBC: 2025-11-26:2025-11-28: Predicted: 0.50%, Actual: 0.79%
[2025-12-04T20:49:59.228358] [DEBUG] [METRICS   ] GCBC: 2025-11-25:2025-11-26: Predicted: -2.28%, Actual: 1.31%
[2025-12-04T20:49:59.405685] [DEBUG] [METRICS   ] GCBC: 2025-11-24:2025-11-25: Predicted: 2.83%, Actual: 0.46%
[2025-12-04T20:49:59.586694] [DEBUG] [METRICS   ] GCBC: 2025-11-21:2025-11-24: Predicted: -0.58%, Actual: 1.58%
[2025-12-04T20:49:59.765342] [DEBUG] [METRICS   ] GCBC: 2025-11-20:2025-11-21: Predicted: 0.92%, Actual: 0.34%
[2025-12-04T20:49:59.941005] [DEBUG] [METRICS   ] GCBC: 2025-11-19:2025-11-20: Predicted: -0.37%, Actual: 0.36%
[2025-12-04T20:49:59.941280] [INFO ] [main      ] GCBC: Magnitude Forecast Confidence: 39.6799%
[2025-12-04T20:49:59.941383] [INFO ] [main      ] GCBC: DISCARDED add_close_to_open_alignment (score: 39.68%)
[2025-12-04T20:49:59.941433] [INFO ] [main      ] GCBC: Testing feature 6/53: add_composite_volatility_context
[2025-12-04T20:49:59.941464] [DEBUG] [main      ] Testing with features: ['add_true_range', 'add_atr_10', 'add_composite_volatility_context']
[2025-12-04T20:49:59.941501] [DEBUG] [REMOTE    ] GCBC: Fetching historical data.
[2025-12-04T20:49:59.957233] [DEBUG] [REMOTE    ] GCBC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:49:59.957824] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 2
[2025-12-04T20:49:59.958994] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:49:59.959058] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:49:59.960815] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:49:59.961364] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:49:59.962451] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:50:00.326616] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-12-02
[2025-12-04T20:50:00.509957] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-03
[2025-12-04T20:50:00.589055] [INFO ] [main      ] GCBC: Lookback Days: 2, Magnitude: -4.14% | Symbol ETA: 1m 20s | Global ETA: N/A
[2025-12-04T20:50:00.589227] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 3
[2025-12-04T20:50:00.590236] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:50:00.590298] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:50:00.592020] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:50:00.592532] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:50:00.593483] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:50:00.944033] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-12-01
[2025-12-04T20:50:01.114694] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-02
[2025-12-04T20:50:01.192784] [INFO ] [main      ] GCBC: Lookback Days: 3, Magnitude: 4.38% | Symbol ETA: 1m 19s | Global ETA: N/A
[2025-12-04T20:50:01.192910] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 4
[2025-12-04T20:50:01.193840] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:50:01.193901] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:50:01.195655] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:50:01.196138] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:50:01.197058] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:50:01.554425] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-28
[2025-12-04T20:50:01.739948] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-01
[2025-12-04T20:50:01.832501] [INFO ] [main      ] GCBC: Lookback Days: 4, Magnitude: -1.14% | Symbol ETA: 1m 18s | Global ETA: N/A
[2025-12-04T20:50:01.832725] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 5
[2025-12-04T20:50:01.833943] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:50:01.834017] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:50:01.836034] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:50:01.836744] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:50:01.837834] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:50:02.223601] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-26
[2025-12-04T20:50:02.400480] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-28
[2025-12-04T20:50:02.488062] [INFO ] [main      ] GCBC: Lookback Days: 5, Magnitude: 0.44% | Symbol ETA: 1m 18s | Global ETA: N/A
[2025-12-04T20:50:02.488266] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 6
[2025-12-04T20:50:02.489367] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:50:02.489465] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:50:02.491277] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:50:02.491857] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:50:02.492831] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:50:02.845722] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-25
[2025-12-04T20:50:03.038436] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-26
[2025-12-04T20:50:03.119897] [INFO ] [main      ] GCBC: Lookback Days: 6, Magnitude: 3.32% | Symbol ETA: 1m 17s | Global ETA: N/A
[2025-12-04T20:50:03.120074] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 7
[2025-12-04T20:50:03.121078] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:50:03.121141] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:50:03.122963] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:50:03.123511] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:50:03.124525] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:50:03.484682] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-24
[2025-12-04T20:50:03.657935] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-25
[2025-12-04T20:50:03.744403] [INFO ] [main      ] GCBC: Lookback Days: 7, Magnitude: -2.23% | Symbol ETA: 1m 16s | Global ETA: N/A
[2025-12-04T20:50:03.744641] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 8
[2025-12-04T20:50:03.745721] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:50:03.745784] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:50:03.747634] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:50:03.748276] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:50:03.749355] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:50:04.123445] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-21
[2025-12-04T20:50:04.312840] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-24
[2025-12-04T20:50:04.391102] [INFO ] [main      ] GCBC: Lookback Days: 8, Magnitude: -0.22% | Symbol ETA: 1m 16s | Global ETA: N/A
[2025-12-04T20:50:04.391287] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 9
[2025-12-04T20:50:04.392294] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:50:04.392357] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:50:04.394107] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:50:04.394643] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:50:04.395616] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:50:04.746373] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-20
[2025-12-04T20:50:04.915994] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-21
[2025-12-04T20:50:04.993301] [INFO ] [main      ] GCBC: Lookback Days: 9, Magnitude: -1.27% | Symbol ETA: 1m 15s | Global ETA: N/A
[2025-12-04T20:50:04.993477] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 10
[2025-12-04T20:50:04.994522] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:50:04.994610] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:50:04.996317] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:50:04.996889] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:50:04.997822] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:50:05.354352] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-19
[2025-12-04T20:50:05.527717] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-20
[2025-12-04T20:50:05.606390] [INFO ] [main      ] GCBC: Lookback Days: 10, Magnitude: 1.00% | Symbol ETA: 1m 15s | Global ETA: N/A
[2025-12-04T20:50:05.606569] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 11
[2025-12-04T20:50:05.607600] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:50:05.607662] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:50:05.609557] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:50:05.610100] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:50:05.611054] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:50:05.963959] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-18
[2025-12-04T20:50:06.137823] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-19
[2025-12-04T20:50:06.212876] [INFO ] [main      ] GCBC: Lookback Days: 11, Magnitude: -0.23% | Symbol ETA: 1m 14s | Global ETA: N/A
[2025-12-04T20:50:06.386078] [DEBUG] [METRICS   ] GCBC: 2025-12-03:2025-12-04: Predicted: -4.14%, Actual: 1.69%
[2025-12-04T20:50:06.553805] [DEBUG] [METRICS   ] GCBC: 2025-12-02:2025-12-03: Predicted: 4.38%, Actual: 0.20%
[2025-12-04T20:50:06.729278] [DEBUG] [METRICS   ] GCBC: 2025-12-01:2025-12-02: Predicted: -1.14%, Actual: 1.12%
[2025-12-04T20:50:06.906188] [DEBUG] [METRICS   ] GCBC: 2025-11-28:2025-12-01: Predicted: 0.44%, Actual: 1.13%
[2025-12-04T20:50:07.075891] [DEBUG] [METRICS   ] GCBC: 2025-11-26:2025-11-28: Predicted: 3.32%, Actual: 0.79%
[2025-12-04T20:50:07.245243] [DEBUG] [METRICS   ] GCBC: 2025-11-25:2025-11-26: Predicted: -2.23%, Actual: 1.31%
[2025-12-04T20:50:07.415680] [DEBUG] [METRICS   ] GCBC: 2025-11-24:2025-11-25: Predicted: -0.22%, Actual: 0.46%
[2025-12-04T20:50:07.596377] [DEBUG] [METRICS   ] GCBC: 2025-11-21:2025-11-24: Predicted: -1.27%, Actual: 1.58%
[2025-12-04T20:50:07.777815] [DEBUG] [METRICS   ] GCBC: 2025-11-20:2025-11-21: Predicted: 1.00%, Actual: 0.34%
[2025-12-04T20:50:07.951805] [DEBUG] [METRICS   ] GCBC: 2025-11-19:2025-11-20: Predicted: -0.23%, Actual: 0.36%
[2025-12-04T20:50:07.952086] [INFO ] [main      ] GCBC: Magnitude Forecast Confidence: 46.4661%
[2025-12-04T20:50:07.952214] [INFO ] [main      ] GCBC: KEPT add_composite_volatility_context (score: 46.47%)
[2025-12-04T20:50:07.952266] [INFO ] [main      ] GCBC: Testing feature 7/53: add_day_shape_ratios
[2025-12-04T20:50:07.952300] [DEBUG] [main      ] Testing with features: ['add_true_range', 'add_atr_10', 'add_composite_volatility_context', 'add_day_shape_ratios']
[2025-12-04T20:50:07.952339] [DEBUG] [REMOTE    ] GCBC: Fetching historical data.
[2025-12-04T20:50:07.998212] [DEBUG] [REMOTE    ] GCBC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:50:07.998801] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 2
[2025-12-04T20:50:07.999921] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:50:07.999983] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:50:08.001921] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:50:08.002473] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:50:08.003420] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:50:08.006057] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:50:08.362740] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-12-02
[2025-12-04T20:50:08.538619] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-03
[2025-12-04T20:50:08.626709] [INFO ] [main      ] GCBC: Lookback Days: 2, Magnitude: -6.09% | Symbol ETA: 1m 7s | Global ETA: N/A
[2025-12-04T20:50:08.626862] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 3
[2025-12-04T20:50:08.628084] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:50:08.628158] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:50:08.630460] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:50:08.631095] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:50:08.632261] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:50:08.635559] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:50:09.007920] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-12-01
[2025-12-04T20:50:09.184155] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-02
[2025-12-04T20:50:09.266937] [INFO ] [main      ] GCBC: Lookback Days: 3, Magnitude: 4.72% | Symbol ETA: 1m 6s | Global ETA: N/A
[2025-12-04T20:50:09.267122] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 4
[2025-12-04T20:50:09.268156] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:50:09.268222] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:50:09.270006] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:50:09.270534] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:50:09.271480] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:50:09.274002] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:50:09.623129] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-28
[2025-12-04T20:50:09.792486] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-01
[2025-12-04T20:50:09.875179] [INFO ] [main      ] GCBC: Lookback Days: 4, Magnitude: 1.13% | Symbol ETA: 1m 6s | Global ETA: N/A
[2025-12-04T20:50:09.875363] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 5
[2025-12-04T20:50:09.876329] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:50:09.876391] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:50:09.878064] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:50:09.878604] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:50:09.879513] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:50:09.881921] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:50:10.226262] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-26
[2025-12-04T20:50:10.396191] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-28
[2025-12-04T20:50:10.474186] [INFO ] [main      ] GCBC: Lookback Days: 5, Magnitude: -0.42% | Symbol ETA: 1m 5s | Global ETA: N/A
[2025-12-04T20:50:10.474355] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 6
[2025-12-04T20:50:10.475300] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:50:10.475360] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:50:10.477025] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:50:10.477520] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:50:10.478555] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:50:10.481106] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:50:10.833167] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-25
[2025-12-04T20:50:11.122839] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-26
[2025-12-04T20:50:11.203443] [INFO ] [main      ] GCBC: Lookback Days: 6, Magnitude: 2.10% | Symbol ETA: 1m 5s | Global ETA: N/A
[2025-12-04T20:50:11.203636] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 7
[2025-12-04T20:50:11.204615] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:50:11.204676] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:50:11.206386] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:50:11.206926] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:50:11.207885] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:50:11.210377] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:50:11.573825] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-24
[2025-12-04T20:50:11.746638] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-25
[2025-12-04T20:50:11.825056] [INFO ] [main      ] GCBC: Lookback Days: 7, Magnitude: -2.69% | Symbol ETA: 1m 4s | Global ETA: N/A
[2025-12-04T20:50:11.825194] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 8
[2025-12-04T20:50:11.826111] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:50:11.826172] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:50:11.827886] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:50:11.828420] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:50:11.829372] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:50:11.831884] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:50:12.177935] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-21
[2025-12-04T20:50:12.350415] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-24
[2025-12-04T20:50:12.427774] [INFO ] [main      ] GCBC: Lookback Days: 8, Magnitude: 1.50% | Symbol ETA: 1m 3s | Global ETA: N/A
[2025-12-04T20:50:12.427941] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 9
[2025-12-04T20:50:12.429031] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:50:12.429099] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:50:12.430971] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:50:12.431491] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:50:12.432506] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:50:12.435069] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:50:12.779496] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-20
[2025-12-04T20:50:12.957106] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-21
[2025-12-04T20:50:13.035372] [INFO ] [main      ] GCBC: Lookback Days: 9, Magnitude: -0.75% | Symbol ETA: 1m 3s | Global ETA: N/A
[2025-12-04T20:50:13.035546] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 10
[2025-12-04T20:50:13.036551] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:50:13.036665] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:50:13.038407] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:50:13.038957] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:50:13.039926] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:50:13.042356] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:50:13.387472] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-19
[2025-12-04T20:50:13.566518] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-20
[2025-12-04T20:50:13.648821] [INFO ] [main      ] GCBC: Lookback Days: 10, Magnitude: 0.03% | Symbol ETA: 1m 2s | Global ETA: N/A
[2025-12-04T20:50:13.649008] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 11
[2025-12-04T20:50:13.650247] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:50:13.650312] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:50:13.652086] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:50:13.652647] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:50:13.653566] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:50:13.656027] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:50:13.998515] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-18
[2025-12-04T20:50:14.179277] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-19
[2025-12-04T20:50:14.261267] [INFO ] [main      ] GCBC: Lookback Days: 11, Magnitude: 0.02% | Symbol ETA: 1m 1s | Global ETA: N/A
[2025-12-04T20:50:14.432918] [DEBUG] [METRICS   ] GCBC: 2025-12-03:2025-12-04: Predicted: -6.09%, Actual: 1.69%
[2025-12-04T20:50:14.602312] [DEBUG] [METRICS   ] GCBC: 2025-12-02:2025-12-03: Predicted: 4.72%, Actual: 0.20%
[2025-12-04T20:50:14.780231] [DEBUG] [METRICS   ] GCBC: 2025-12-01:2025-12-02: Predicted: 1.13%, Actual: 1.12%
[2025-12-04T20:50:14.951947] [DEBUG] [METRICS   ] GCBC: 2025-11-28:2025-12-01: Predicted: -0.42%, Actual: 1.13%
[2025-12-04T20:50:15.126349] [DEBUG] [METRICS   ] GCBC: 2025-11-26:2025-11-28: Predicted: 2.10%, Actual: 0.79%
[2025-12-04T20:50:15.296782] [DEBUG] [METRICS   ] GCBC: 2025-11-25:2025-11-26: Predicted: -2.69%, Actual: 1.31%
[2025-12-04T20:50:15.479279] [DEBUG] [METRICS   ] GCBC: 2025-11-24:2025-11-25: Predicted: 1.50%, Actual: 0.46%
[2025-12-04T20:50:15.654230] [DEBUG] [METRICS   ] GCBC: 2025-11-21:2025-11-24: Predicted: -0.75%, Actual: 1.58%
[2025-12-04T20:50:15.824035] [DEBUG] [METRICS   ] GCBC: 2025-11-20:2025-11-21: Predicted: 0.03%, Actual: 0.34%
[2025-12-04T20:50:16.003719] [DEBUG] [METRICS   ] GCBC: 2025-11-19:2025-11-20: Predicted: 0.02%, Actual: 0.36%
[2025-12-04T20:50:16.004043] [INFO ] [main      ] GCBC: Magnitude Forecast Confidence: 34.2088%
[2025-12-04T20:50:16.004101] [INFO ] [main      ] GCBC: DISCARDED add_day_shape_ratios (score: 34.21%)
[2025-12-04T20:50:16.004141] [INFO ] [main      ] GCBC: Testing feature 8/53: add_directional_consistency
[2025-12-04T20:50:16.004174] [DEBUG] [main      ] Testing with features: ['add_true_range', 'add_atr_10', 'add_composite_volatility_context', 'add_directional_consistency']
[2025-12-04T20:50:16.004219] [DEBUG] [REMOTE    ] GCBC: Fetching historical data.
[2025-12-04T20:50:16.021401] [DEBUG] [REMOTE    ] GCBC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:50:16.022029] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 2
[2025-12-04T20:50:16.023305] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:50:16.023372] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:50:16.025354] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:50:16.026021] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:50:16.027141] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:50:16.141937] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:50:16.487002] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-12-02
[2025-12-04T20:50:16.658624] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-03
[2025-12-04T20:50:16.738706] [INFO ] [main      ] GCBC: Lookback Days: 2, Magnitude: -6.34% | Symbol ETA: 58.2s | Global ETA: N/A
[2025-12-04T20:50:16.738890] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 3
[2025-12-04T20:50:16.739880] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:50:16.739943] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:50:16.741675] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:50:16.742211] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:50:16.743182] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:50:16.854199] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:50:17.197146] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-12-01
[2025-12-04T20:50:17.371633] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-02
[2025-12-04T20:50:17.451424] [INFO ] [main      ] GCBC: Lookback Days: 3, Magnitude: 0.93% | Symbol ETA: 57.5s | Global ETA: N/A
[2025-12-04T20:50:17.451626] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 4
[2025-12-04T20:50:17.452566] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:50:17.452646] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:50:17.454349] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:50:17.454918] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:50:17.455927] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:50:17.568134] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:50:17.917964] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-28
[2025-12-04T20:50:18.091319] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-01
[2025-12-04T20:50:18.185187] [INFO ] [main      ] GCBC: Lookback Days: 4, Magnitude: -1.65% | Symbol ETA: 56.8s | Global ETA: N/A
[2025-12-04T20:50:18.185405] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 5
[2025-12-04T20:50:18.186556] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:50:18.186644] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:50:18.188539] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:50:18.189143] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:50:18.190116] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:50:18.303016] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:50:18.661533] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-26
[2025-12-04T20:50:18.832384] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-28
[2025-12-04T20:50:18.910859] [INFO ] [main      ] GCBC: Lookback Days: 5, Magnitude: -0.04% | Symbol ETA: 56.1s | Global ETA: N/A
[2025-12-04T20:50:18.911071] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 6
[2025-12-04T20:50:18.912059] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:50:18.912123] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:50:18.913881] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:50:18.914436] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:50:18.915406] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:50:19.025674] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:50:19.369301] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-25
[2025-12-04T20:50:19.545028] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-26
[2025-12-04T20:50:19.625395] [INFO ] [main      ] GCBC: Lookback Days: 6, Magnitude: 3.22% | Symbol ETA: 55.4s | Global ETA: N/A
[2025-12-04T20:50:19.625604] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 7
[2025-12-04T20:50:19.626617] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:50:19.626678] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:50:19.628455] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:50:19.629019] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:50:19.630018] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:50:19.741838] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:50:20.091112] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-24
[2025-12-04T20:50:20.263972] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-25
[2025-12-04T20:50:20.346317] [INFO ] [main      ] GCBC: Lookback Days: 7, Magnitude: -4.90% | Symbol ETA: 54.6s | Global ETA: N/A
[2025-12-04T20:50:20.346527] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 8
[2025-12-04T20:50:20.347649] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:50:20.347712] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:50:20.349518] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:50:20.350088] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:50:20.351104] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:50:20.462237] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:50:20.821431] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-21
[2025-12-04T20:50:21.007281] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-24
[2025-12-04T20:50:21.083168] [INFO ] [main      ] GCBC: Lookback Days: 8, Magnitude: 0.74% | Symbol ETA: 53.9s | Global ETA: N/A
[2025-12-04T20:50:21.083288] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 9
[2025-12-04T20:50:21.084172] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:50:21.084232] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:50:21.085886] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:50:21.086362] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:50:21.087257] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:50:21.197167] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:50:21.573098] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-20
[2025-12-04T20:50:21.750479] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-21
[2025-12-04T20:50:21.828446] [INFO ] [main      ] GCBC: Lookback Days: 9, Magnitude: -0.82% | Symbol ETA: 53.2s | Global ETA: N/A
[2025-12-04T20:50:21.828570] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 10
[2025-12-04T20:50:21.829469] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:50:21.829528] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:50:21.831165] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:50:21.831677] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:50:21.832553] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:50:21.940245] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:50:22.290424] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-19
[2025-12-04T20:50:22.461878] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-20
[2025-12-04T20:50:22.541097] [INFO ] [main      ] GCBC: Lookback Days: 10, Magnitude: -0.19% | Symbol ETA: 52.5s | Global ETA: N/A
[2025-12-04T20:50:22.541276] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 11
[2025-12-04T20:50:22.542262] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:50:22.542327] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:50:22.544033] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:50:22.544558] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:50:22.545521] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:50:22.653213] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:50:23.006128] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-18
[2025-12-04T20:50:23.177794] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-19
[2025-12-04T20:50:23.256535] [INFO ] [main      ] GCBC: Lookback Days: 11, Magnitude: -1.42% | Symbol ETA: 51.8s | Global ETA: N/A
[2025-12-04T20:50:23.432898] [DEBUG] [METRICS   ] GCBC: 2025-12-03:2025-12-04: Predicted: -6.34%, Actual: 1.69%
[2025-12-04T20:50:23.616034] [DEBUG] [METRICS   ] GCBC: 2025-12-02:2025-12-03: Predicted: 0.93%, Actual: 0.20%
[2025-12-04T20:50:23.781036] [DEBUG] [METRICS   ] GCBC: 2025-12-01:2025-12-02: Predicted: -1.65%, Actual: 1.12%
[2025-12-04T20:50:23.945628] [DEBUG] [METRICS   ] GCBC: 2025-11-28:2025-12-01: Predicted: -0.04%, Actual: 1.13%
[2025-12-04T20:50:24.116000] [DEBUG] [METRICS   ] GCBC: 2025-11-26:2025-11-28: Predicted: 3.22%, Actual: 0.79%
[2025-12-04T20:50:24.283015] [DEBUG] [METRICS   ] GCBC: 2025-11-25:2025-11-26: Predicted: -4.90%, Actual: 1.31%
[2025-12-04T20:50:24.449215] [DEBUG] [METRICS   ] GCBC: 2025-11-24:2025-11-25: Predicted: 0.74%, Actual: 0.46%
[2025-12-04T20:50:24.622502] [DEBUG] [METRICS   ] GCBC: 2025-11-21:2025-11-24: Predicted: -0.82%, Actual: 1.58%
[2025-12-04T20:50:24.802872] [DEBUG] [METRICS   ] GCBC: 2025-11-20:2025-11-21: Predicted: -0.19%, Actual: 0.34%
[2025-12-04T20:50:24.978200] [DEBUG] [METRICS   ] GCBC: 2025-11-19:2025-11-20: Predicted: -1.42%, Actual: 0.36%
[2025-12-04T20:50:24.978416] [INFO ] [main      ] GCBC: Magnitude Forecast Confidence: 37.0992%
[2025-12-04T20:50:24.978524] [INFO ] [main      ] GCBC: DISCARDED add_directional_consistency (score: 37.10%)
[2025-12-04T20:50:24.978566] [INFO ] [main      ] GCBC: Testing feature 9/53: add_fullday_parkinson_range
[2025-12-04T20:50:24.978615] [DEBUG] [main      ] Testing with features: ['add_true_range', 'add_atr_10', 'add_composite_volatility_context', 'add_fullday_parkinson_range']
[2025-12-04T20:50:24.978683] [DEBUG] [REMOTE    ] GCBC: Fetching historical data.
[2025-12-04T20:50:24.991299] [DEBUG] [REMOTE    ] GCBC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:50:24.991692] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 2
[2025-12-04T20:50:24.992683] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:50:24.992741] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:50:24.994471] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:50:24.994998] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:50:24.995888] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:50:24.997516] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:50:25.341618] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-12-02
[2025-12-04T20:50:25.513429] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-03
[2025-12-04T20:50:25.587069] [INFO ] [main      ] GCBC: Lookback Days: 2, Magnitude: -6.09% | Symbol ETA: 54.7s | Global ETA: N/A
[2025-12-04T20:50:25.587189] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 3
[2025-12-04T20:50:25.588060] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:50:25.588119] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:50:25.589758] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:50:25.590238] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:50:25.591151] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:50:25.592762] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:50:25.928460] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-12-01
[2025-12-04T20:50:26.093855] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-02
[2025-12-04T20:50:26.171135] [INFO ] [main      ] GCBC: Lookback Days: 3, Magnitude: 3.37% | Symbol ETA: 54.1s | Global ETA: N/A
[2025-12-04T20:50:26.171257] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 4
[2025-12-04T20:50:26.172159] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:50:26.172223] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:50:26.173906] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:50:26.174398] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:50:26.175303] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:50:26.176928] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:50:26.509889] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-28
[2025-12-04T20:50:26.678782] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-01
[2025-12-04T20:50:26.754356] [INFO ] [main      ] GCBC: Lookback Days: 4, Magnitude: 0.47% | Symbol ETA: 53.5s | Global ETA: N/A
[2025-12-04T20:50:26.754474] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 5
[2025-12-04T20:50:26.755388] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:50:26.755450] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:50:26.757151] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:50:26.757660] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:50:26.758600] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:50:26.760253] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:50:27.101122] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-26
[2025-12-04T20:50:27.278677] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-28
[2025-12-04T20:50:27.355501] [INFO ] [main      ] GCBC: Lookback Days: 5, Magnitude: -0.19% | Symbol ETA: 52.9s | Global ETA: N/A
[2025-12-04T20:50:27.355652] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 6
[2025-12-04T20:50:27.356497] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:50:27.356555] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:50:27.358164] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:50:27.358675] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:50:27.359530] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:50:27.361118] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:50:27.723821] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-25
[2025-12-04T20:50:27.899218] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-26
[2025-12-04T20:50:27.975474] [INFO ] [main      ] GCBC: Lookback Days: 6, Magnitude: 2.19% | Symbol ETA: 52.3s | Global ETA: N/A
[2025-12-04T20:50:27.975618] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 7
[2025-12-04T20:50:27.976479] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:50:27.976538] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:50:27.978151] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:50:27.978648] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:50:27.979504] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:50:27.981104] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:50:28.326138] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-24
[2025-12-04T20:50:28.493696] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-25
[2025-12-04T20:50:28.569855] [INFO ] [main      ] GCBC: Lookback Days: 7, Magnitude: -2.37% | Symbol ETA: 51.7s | Global ETA: N/A
[2025-12-04T20:50:28.569973] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 8
[2025-12-04T20:50:28.570841] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:50:28.570900] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:50:28.572514] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:50:28.573032] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:50:28.573917] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:50:28.575520] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:50:28.914253] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-21
[2025-12-04T20:50:29.084381] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-24
[2025-12-04T20:50:29.157884] [INFO ] [main      ] GCBC: Lookback Days: 8, Magnitude: 0.86% | Symbol ETA: 51.1s | Global ETA: N/A
[2025-12-04T20:50:29.158002] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 9
[2025-12-04T20:50:29.158902] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:50:29.158961] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:50:29.160626] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:50:29.161158] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:50:29.162054] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:50:29.163680] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:50:29.509065] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-20
[2025-12-04T20:50:29.682777] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-21
[2025-12-04T20:50:29.764449] [INFO ] [main      ] GCBC: Lookback Days: 9, Magnitude: -0.83% | Symbol ETA: 50.6s | Global ETA: N/A
[2025-12-04T20:50:29.764702] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 10
[2025-12-04T20:50:29.765826] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:50:29.765890] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:50:29.767746] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:50:29.768466] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:50:29.769620] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:50:29.771382] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:50:30.130049] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-19
[2025-12-04T20:50:30.311424] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-20
[2025-12-04T20:50:30.389717] [INFO ] [main      ] GCBC: Lookback Days: 10, Magnitude: -0.21% | Symbol ETA: 50.0s | Global ETA: N/A
[2025-12-04T20:50:30.389898] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 11
[2025-12-04T20:50:30.390922] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:50:30.390984] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:50:30.392663] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:50:30.393174] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:50:30.394121] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:50:30.395774] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:50:30.799052] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-18
[2025-12-04T20:50:31.053765] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-19
[2025-12-04T20:50:31.152040] [INFO ] [main      ] GCBC: Lookback Days: 11, Magnitude: 3.00% | Symbol ETA: 49.4s | Global ETA: N/A
[2025-12-04T20:50:31.411136] [DEBUG] [METRICS   ] GCBC: 2025-12-03:2025-12-04: Predicted: -6.09%, Actual: 1.69%
[2025-12-04T20:50:31.683167] [DEBUG] [METRICS   ] GCBC: 2025-12-02:2025-12-03: Predicted: 3.37%, Actual: 0.20%
[2025-12-04T20:50:31.879515] [DEBUG] [METRICS   ] GCBC: 2025-12-01:2025-12-02: Predicted: 0.47%, Actual: 1.12%
[2025-12-04T20:50:32.072036] [DEBUG] [METRICS   ] GCBC: 2025-11-28:2025-12-01: Predicted: -0.19%, Actual: 1.13%
[2025-12-04T20:50:32.251957] [DEBUG] [METRICS   ] GCBC: 2025-11-26:2025-11-28: Predicted: 2.19%, Actual: 0.79%
[2025-12-04T20:50:32.422471] [DEBUG] [METRICS   ] GCBC: 2025-11-25:2025-11-26: Predicted: -2.37%, Actual: 1.31%
[2025-12-04T20:50:32.600516] [DEBUG] [METRICS   ] GCBC: 2025-11-24:2025-11-25: Predicted: 0.86%, Actual: 0.46%
[2025-12-04T20:50:32.779374] [DEBUG] [METRICS   ] GCBC: 2025-11-21:2025-11-24: Predicted: -0.83%, Actual: 1.58%
[2025-12-04T20:50:32.944729] [DEBUG] [METRICS   ] GCBC: 2025-11-20:2025-11-21: Predicted: -0.21%, Actual: 0.34%
[2025-12-04T20:50:33.110388] [DEBUG] [METRICS   ] GCBC: 2025-11-19:2025-11-20: Predicted: 3.00%, Actual: 0.36%
[2025-12-04T20:50:33.110616] [INFO ] [main      ] GCBC: Magnitude Forecast Confidence: 37.0007%
[2025-12-04T20:50:33.110697] [INFO ] [main      ] GCBC: DISCARDED add_fullday_parkinson_range (score: 37.00%)
[2025-12-04T20:50:33.110739] [INFO ] [main      ] GCBC: Testing feature 10/53: add_gap_fill_state
[2025-12-04T20:50:33.110775] [DEBUG] [main      ] Testing with features: ['add_true_range', 'add_atr_10', 'add_composite_volatility_context', 'add_gap_fill_state']
[2025-12-04T20:50:33.110827] [DEBUG] [REMOTE    ] GCBC: Fetching historical data.
[2025-12-04T20:50:33.164497] [DEBUG] [REMOTE    ] GCBC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:50:33.164944] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 2
[2025-12-04T20:50:33.166080] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:50:33.166141] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:50:33.167901] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:50:33.168432] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:50:33.169382] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:50:33.208147] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:50:33.546147] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-12-02
[2025-12-04T20:50:33.711802] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-03
[2025-12-04T20:50:33.788855] [INFO ] [main      ] GCBC: Lookback Days: 2, Magnitude: -4.29% | Symbol ETA: 44.5s | Global ETA: N/A
[2025-12-04T20:50:33.788976] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 3
[2025-12-04T20:50:33.789846] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:50:33.789906] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:50:33.791562] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:50:33.792045] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:50:33.792960] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:50:33.830633] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:50:34.167664] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-12-01
[2025-12-04T20:50:34.355713] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-02
[2025-12-04T20:50:34.434230] [INFO ] [main      ] GCBC: Lookback Days: 3, Magnitude: 3.88% | Symbol ETA: 43.9s | Global ETA: N/A
[2025-12-04T20:50:34.434351] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 4
[2025-12-04T20:50:34.435219] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:50:34.435278] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:50:34.436901] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:50:34.437366] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:50:34.438272] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:50:34.476088] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:50:34.817440] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-28
[2025-12-04T20:50:34.994223] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-01
[2025-12-04T20:50:35.071523] [INFO ] [main      ] GCBC: Lookback Days: 4, Magnitude: -1.14% | Symbol ETA: 43.3s | Global ETA: N/A
[2025-12-04T20:50:35.071671] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 5
[2025-12-04T20:50:35.072525] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:50:35.072629] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:50:35.074318] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:50:35.074821] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:50:35.075736] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:50:35.114709] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:50:35.461463] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-26
[2025-12-04T20:50:35.641343] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-28
[2025-12-04T20:50:35.722692] [INFO ] [main      ] GCBC: Lookback Days: 5, Magnitude: 0.97% | Symbol ETA: 42.7s | Global ETA: N/A
[2025-12-04T20:50:35.722871] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 6
[2025-12-04T20:50:35.723851] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:50:35.723949] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:50:35.725766] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:50:35.726290] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:50:35.727269] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:50:35.766691] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:50:36.113669] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-25
[2025-12-04T20:50:36.293063] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-26
[2025-12-04T20:50:36.377158] [INFO ] [main      ] GCBC: Lookback Days: 6, Magnitude: 1.86% | Symbol ETA: 42.1s | Global ETA: N/A
[2025-12-04T20:50:36.377334] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 7
[2025-12-04T20:50:36.378369] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:50:36.378435] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:50:36.380155] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:50:36.380690] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:50:36.381605] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:50:36.420116] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:50:36.772156] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-24
[2025-12-04T20:50:36.943667] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-25
[2025-12-04T20:50:37.027242] [INFO ] [main      ] GCBC: Lookback Days: 7, Magnitude: -4.30% | Symbol ETA: 41.4s | Global ETA: N/A
[2025-12-04T20:50:37.027425] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 8
[2025-12-04T20:50:37.028427] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:50:37.028488] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:50:37.030272] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:50:37.030817] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:50:37.031756] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:50:37.070216] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:50:37.422947] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-21
[2025-12-04T20:50:37.591286] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-24
[2025-12-04T20:50:37.671720] [INFO ] [main      ] GCBC: Lookback Days: 8, Magnitude: 1.56% | Symbol ETA: 40.8s | Global ETA: N/A
[2025-12-04T20:50:37.671900] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 9
[2025-12-04T20:50:37.672893] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:50:37.672960] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:50:37.674709] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:50:37.675251] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:50:37.676181] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:50:37.719526] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:50:38.098819] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-20
[2025-12-04T20:50:38.276488] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-21
[2025-12-04T20:50:38.356062] [INFO ] [main      ] GCBC: Lookback Days: 9, Magnitude: 1.07% | Symbol ETA: 40.2s | Global ETA: N/A
[2025-12-04T20:50:38.356289] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 10
[2025-12-04T20:50:38.357278] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:50:38.357340] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:50:38.359113] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:50:38.359692] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:50:38.360666] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:50:38.402865] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:50:38.762886] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-19
[2025-12-04T20:50:38.937805] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-20
[2025-12-04T20:50:39.018384] [INFO ] [main      ] GCBC: Lookback Days: 10, Magnitude: 0.04% | Symbol ETA: 39.5s | Global ETA: N/A
[2025-12-04T20:50:39.018559] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 11
[2025-12-04T20:50:39.019551] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:50:39.019633] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:50:39.021350] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:50:39.021918] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:50:39.022854] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:50:39.062315] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:50:39.413255] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-18
[2025-12-04T20:50:39.602782] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-19
[2025-12-04T20:50:39.681713] [INFO ] [main      ] GCBC: Lookback Days: 11, Magnitude: 0.08% | Symbol ETA: 38.9s | Global ETA: N/A
[2025-12-04T20:50:39.855152] [DEBUG] [METRICS   ] GCBC: 2025-12-03:2025-12-04: Predicted: -4.29%, Actual: 1.69%
[2025-12-04T20:50:40.026392] [DEBUG] [METRICS   ] GCBC: 2025-12-02:2025-12-03: Predicted: 3.88%, Actual: 0.20%
[2025-12-04T20:50:40.202320] [DEBUG] [METRICS   ] GCBC: 2025-12-01:2025-12-02: Predicted: -1.14%, Actual: 1.12%
[2025-12-04T20:50:40.371768] [DEBUG] [METRICS   ] GCBC: 2025-11-28:2025-12-01: Predicted: 0.97%, Actual: 1.13%
[2025-12-04T20:50:40.539667] [DEBUG] [METRICS   ] GCBC: 2025-11-26:2025-11-28: Predicted: 1.86%, Actual: 0.79%
[2025-12-04T20:50:40.712936] [DEBUG] [METRICS   ] GCBC: 2025-11-25:2025-11-26: Predicted: -4.30%, Actual: 1.31%
[2025-12-04T20:50:40.884621] [DEBUG] [METRICS   ] GCBC: 2025-11-24:2025-11-25: Predicted: 1.56%, Actual: 0.46%
[2025-12-04T20:50:41.056742] [DEBUG] [METRICS   ] GCBC: 2025-11-21:2025-11-24: Predicted: 1.07%, Actual: 1.58%
[2025-12-04T20:50:41.234542] [DEBUG] [METRICS   ] GCBC: 2025-11-20:2025-11-21: Predicted: 0.04%, Actual: 0.34%
[2025-12-04T20:50:41.417075] [DEBUG] [METRICS   ] GCBC: 2025-11-19:2025-11-20: Predicted: 0.08%, Actual: 0.36%
[2025-12-04T20:50:41.417370] [INFO ] [main      ] GCBC: Magnitude Forecast Confidence: 40.4863%
[2025-12-04T20:50:41.417504] [INFO ] [main      ] GCBC: DISCARDED add_gap_fill_state (score: 40.49%)
[2025-12-04T20:50:41.417554] [INFO ] [main      ] GCBC: Testing feature 11/53: add_gap_morning_composite
[2025-12-04T20:50:41.417610] [DEBUG] [main      ] Testing with features: ['add_true_range', 'add_atr_10', 'add_composite_volatility_context', 'add_gap_morning_composite']
[2025-12-04T20:50:41.417663] [DEBUG] [REMOTE    ] GCBC: Fetching historical data.
[2025-12-04T20:50:41.432333] [DEBUG] [REMOTE    ] GCBC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:50:41.432935] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 2
[2025-12-04T20:50:41.434118] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:50:41.434182] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:50:41.435966] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:50:41.436613] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:50:41.437563] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-04T20:50:41.438614] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:50:41.806741] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-12-02
[2025-12-04T20:50:41.989038] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-03
[2025-12-04T20:50:42.070207] [INFO ] [main      ] GCBC: Lookback Days: 2, Magnitude: -4.57% | Symbol ETA: 40.6s | Global ETA: N/A
[2025-12-04T20:50:42.070391] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 3
[2025-12-04T20:50:42.071555] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:50:42.071659] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:50:42.073627] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:50:42.074292] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:50:42.075325] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-04T20:50:42.076365] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:50:42.477556] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-12-01
[2025-12-04T20:50:42.676188] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-02
[2025-12-04T20:50:42.761842] [INFO ] [main      ] GCBC: Lookback Days: 3, Magnitude: 3.55% | Symbol ETA: 40.2s | Global ETA: N/A
[2025-12-04T20:50:42.762020] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 4
[2025-12-04T20:50:42.763026] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:50:42.763087] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:50:42.764832] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:50:42.765365] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:50:42.766330] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-04T20:50:42.767305] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:50:43.116734] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-28
[2025-12-04T20:50:43.292937] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-01
[2025-12-04T20:50:43.377250] [INFO ] [main      ] GCBC: Lookback Days: 4, Magnitude: -0.03% | Symbol ETA: 39.4s | Global ETA: N/A
[2025-12-04T20:50:43.377430] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 5
[2025-12-04T20:50:43.378461] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:50:43.378527] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:50:43.380286] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:50:43.380841] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:50:43.381788] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-04T20:50:43.382755] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:50:43.720385] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-26
[2025-12-04T20:50:43.923218] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-28
[2025-12-04T20:50:44.002417] [INFO ] [main      ] GCBC: Lookback Days: 5, Magnitude: 0.82% | Symbol ETA: 38.7s | Global ETA: N/A
[2025-12-04T20:50:44.002616] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 6
[2025-12-04T20:50:44.003594] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:50:44.003656] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:50:44.005370] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:50:44.005935] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:50:44.006912] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-04T20:50:44.007854] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:50:44.349387] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-25
[2025-12-04T20:50:44.518305] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-26
[2025-12-04T20:50:44.601644] [INFO ] [main      ] GCBC: Lookback Days: 6, Magnitude: 2.10% | Symbol ETA: 38.1s | Global ETA: N/A
[2025-12-04T20:50:44.601847] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 7
[2025-12-04T20:50:44.603096] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:50:44.603199] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:50:44.605192] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:50:44.605932] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:50:44.606903] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-04T20:50:44.607954] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:50:44.956110] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-24
[2025-12-04T20:50:45.131482] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-25
[2025-12-04T20:50:45.211941] [INFO ] [main      ] GCBC: Lookback Days: 7, Magnitude: -3.11% | Symbol ETA: 37.4s | Global ETA: N/A
[2025-12-04T20:50:45.212113] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 8
[2025-12-04T20:50:45.213095] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:50:45.213158] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:50:45.214918] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:50:45.215459] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:50:45.216386] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-04T20:50:45.217372] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:50:45.570872] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-21
[2025-12-04T20:50:45.752847] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-24
[2025-12-04T20:50:45.844914] [INFO ] [main      ] GCBC: Lookback Days: 8, Magnitude: 2.49% | Symbol ETA: 36.8s | Global ETA: N/A
[2025-12-04T20:50:45.845083] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 9
[2025-12-04T20:50:45.846088] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:50:45.846155] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:50:45.847959] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:50:45.848634] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:50:45.849660] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-04T20:50:45.850655] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:50:46.223472] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-20
[2025-12-04T20:50:46.401185] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-21
[2025-12-04T20:50:46.482902] [INFO ] [main      ] GCBC: Lookback Days: 9, Magnitude: -2.03% | Symbol ETA: 36.2s | Global ETA: N/A
[2025-12-04T20:50:46.483077] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 10
[2025-12-04T20:50:46.484049] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:50:46.484112] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:50:46.485822] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:50:46.486395] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:50:46.487349] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-04T20:50:46.488380] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:50:46.837223] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-19
[2025-12-04T20:50:47.007685] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-20
[2025-12-04T20:50:47.085473] [INFO ] [main      ] GCBC: Lookback Days: 10, Magnitude: 0.06% | Symbol ETA: 35.5s | Global ETA: N/A
[2025-12-04T20:50:47.085685] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 11
[2025-12-04T20:50:47.086706] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:50:47.086771] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:50:47.088619] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:50:47.089163] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:50:47.090130] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-04T20:50:47.091124] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:50:47.449523] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-18
[2025-12-04T20:50:47.630060] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-19
[2025-12-04T20:50:47.709180] [INFO ] [main      ] GCBC: Lookback Days: 11, Magnitude: 0.99% | Symbol ETA: 34.9s | Global ETA: N/A
[2025-12-04T20:50:47.888005] [DEBUG] [METRICS   ] GCBC: 2025-12-03:2025-12-04: Predicted: -4.57%, Actual: 1.69%
[2025-12-04T20:50:48.082618] [DEBUG] [METRICS   ] GCBC: 2025-12-02:2025-12-03: Predicted: 3.55%, Actual: 0.20%
[2025-12-04T20:50:48.262049] [DEBUG] [METRICS   ] GCBC: 2025-12-01:2025-12-02: Predicted: -0.03%, Actual: 1.12%
[2025-12-04T20:50:48.435983] [DEBUG] [METRICS   ] GCBC: 2025-11-28:2025-12-01: Predicted: 0.82%, Actual: 1.13%
[2025-12-04T20:50:48.617866] [DEBUG] [METRICS   ] GCBC: 2025-11-26:2025-11-28: Predicted: 2.10%, Actual: 0.79%
[2025-12-04T20:50:48.798564] [DEBUG] [METRICS   ] GCBC: 2025-11-25:2025-11-26: Predicted: -3.11%, Actual: 1.31%
[2025-12-04T20:50:48.978548] [DEBUG] [METRICS   ] GCBC: 2025-11-24:2025-11-25: Predicted: 2.49%, Actual: 0.46%
[2025-12-04T20:50:49.156126] [DEBUG] [METRICS   ] GCBC: 2025-11-21:2025-11-24: Predicted: -2.03%, Actual: 1.58%
[2025-12-04T20:50:49.334346] [DEBUG] [METRICS   ] GCBC: 2025-11-20:2025-11-21: Predicted: 0.06%, Actual: 0.34%
[2025-12-04T20:50:49.514266] [DEBUG] [METRICS   ] GCBC: 2025-11-19:2025-11-20: Predicted: 0.99%, Actual: 0.36%
[2025-12-04T20:50:49.514586] [INFO ] [main      ] GCBC: Magnitude Forecast Confidence: 34.6661%
[2025-12-04T20:50:49.514681] [INFO ] [main      ] GCBC: DISCARDED add_gap_morning_composite (score: 34.67%)
[2025-12-04T20:50:49.514729] [INFO ] [main      ] GCBC: Testing feature 12/53: add_gap_resolution_state
[2025-12-04T20:50:49.514764] [DEBUG] [main      ] Testing with features: ['add_true_range', 'add_atr_10', 'add_composite_volatility_context', 'add_gap_resolution_state']
[2025-12-04T20:50:49.514801] [DEBUG] [REMOTE    ] GCBC: Fetching historical data.
[2025-12-04T20:50:49.530114] [DEBUG] [REMOTE    ] GCBC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:50:49.530716] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 2
[2025-12-04T20:50:49.531906] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:50:49.531970] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:50:49.533775] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:50:49.534335] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:50:49.535322] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-04T20:50:49.582610] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:50:49.938702] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-12-02
[2025-12-04T20:50:50.118330] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-03
[2025-12-04T20:50:50.200474] [INFO ] [main      ] GCBC: Lookback Days: 2, Magnitude: -6.69% | Symbol ETA: 36.2s | Global ETA: N/A
[2025-12-04T20:50:50.200680] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 3
[2025-12-04T20:50:50.201628] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:50:50.201687] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:50:50.203332] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:50:50.203861] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:50:50.204781] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-04T20:50:50.250682] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:50:50.590205] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-12-01
[2025-12-04T20:50:50.767397] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-02
[2025-12-04T20:50:50.853172] [INFO ] [main      ] GCBC: Lookback Days: 3, Magnitude: 5.04% | Symbol ETA: 35.5s | Global ETA: N/A
[2025-12-04T20:50:50.853364] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 4
[2025-12-04T20:50:50.854598] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:50:50.854678] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:50:50.856873] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:50:50.857713] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:50:50.859109] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-04T20:50:50.908894] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:50:51.250241] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-28
[2025-12-04T20:50:51.421928] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-01
[2025-12-04T20:50:51.507145] [INFO ] [main      ] GCBC: Lookback Days: 4, Magnitude: 0.91% | Symbol ETA: 34.8s | Global ETA: N/A
[2025-12-04T20:50:51.507316] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 5
[2025-12-04T20:50:51.508400] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:50:51.508464] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:50:51.510262] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:50:51.510857] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:50:51.511824] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-04T20:50:51.557556] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:50:51.935389] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-26
[2025-12-04T20:50:52.118933] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-28
[2025-12-04T20:50:52.204298] [INFO ] [main      ] GCBC: Lookback Days: 5, Magnitude: -0.79% | Symbol ETA: 34.2s | Global ETA: N/A
[2025-12-04T20:50:52.204473] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 6
[2025-12-04T20:50:52.205477] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:50:52.205540] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:50:52.207268] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:50:52.207989] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:50:52.209112] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-04T20:50:52.253888] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:50:52.634136] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-25
[2025-12-04T20:50:52.814205] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-26
[2025-12-04T20:50:52.897917] [INFO ] [main      ] GCBC: Lookback Days: 6, Magnitude: 2.65% | Symbol ETA: 33.5s | Global ETA: N/A
[2025-12-04T20:50:52.898125] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 7
[2025-12-04T20:50:52.899152] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:50:52.899214] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:50:52.900987] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:50:52.901517] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:50:52.902447] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-04T20:50:52.947819] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:50:53.295461] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-24
[2025-12-04T20:50:53.465964] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-25
[2025-12-04T20:50:53.547472] [INFO ] [main      ] GCBC: Lookback Days: 7, Magnitude: -3.42% | Symbol ETA: 32.9s | Global ETA: N/A
[2025-12-04T20:50:53.547678] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 8
[2025-12-04T20:50:53.548795] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:50:53.548867] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:50:53.550685] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:50:53.551274] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:50:53.552194] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-04T20:50:53.597253] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:50:53.961929] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-21
[2025-12-04T20:50:54.145198] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-24
[2025-12-04T20:50:54.227059] [INFO ] [main      ] GCBC: Lookback Days: 8, Magnitude: 0.98% | Symbol ETA: 32.2s | Global ETA: N/A
[2025-12-04T20:50:54.227202] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 9
[2025-12-04T20:50:54.228158] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:50:54.228222] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:50:54.229968] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:50:54.230498] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:50:54.231396] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-04T20:50:54.277937] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:50:54.621408] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-20
[2025-12-04T20:50:54.793287] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-21
[2025-12-04T20:50:54.869317] [INFO ] [main      ] GCBC: Lookback Days: 9, Magnitude: 0.23% | Symbol ETA: 31.5s | Global ETA: N/A
[2025-12-04T20:50:54.869449] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 10
[2025-12-04T20:50:54.870404] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:50:54.870471] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:50:54.872186] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:50:54.872702] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:50:54.873609] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-04T20:50:54.921193] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:50:55.288057] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-19
[2025-12-04T20:50:55.469515] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-20
[2025-12-04T20:50:55.548693] [INFO ] [main      ] GCBC: Lookback Days: 10, Magnitude: 0.53% | Symbol ETA: 30.8s | Global ETA: N/A
[2025-12-04T20:50:55.548879] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 11
[2025-12-04T20:50:55.549935] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:50:55.549998] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:50:55.551729] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:50:55.552280] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:50:55.553311] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-04T20:50:55.601259] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:50:55.944086] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-18
[2025-12-04T20:50:56.107021] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-19
[2025-12-04T20:50:56.179527] [INFO ] [main      ] GCBC: Lookback Days: 11, Magnitude: 0.28% | Symbol ETA: 30.2s | Global ETA: N/A
[2025-12-04T20:50:56.344357] [DEBUG] [METRICS   ] GCBC: 2025-12-03:2025-12-04: Predicted: -6.69%, Actual: 1.69%
[2025-12-04T20:50:56.507321] [DEBUG] [METRICS   ] GCBC: 2025-12-02:2025-12-03: Predicted: 5.04%, Actual: 0.20%
[2025-12-04T20:50:56.670058] [DEBUG] [METRICS   ] GCBC: 2025-12-01:2025-12-02: Predicted: 0.91%, Actual: 1.12%
[2025-12-04T20:50:56.831660] [DEBUG] [METRICS   ] GCBC: 2025-11-28:2025-12-01: Predicted: -0.79%, Actual: 1.13%
[2025-12-04T20:50:56.994381] [DEBUG] [METRICS   ] GCBC: 2025-11-26:2025-11-28: Predicted: 2.65%, Actual: 0.79%
[2025-12-04T20:50:57.158031] [DEBUG] [METRICS   ] GCBC: 2025-11-25:2025-11-26: Predicted: -3.42%, Actual: 1.31%
[2025-12-04T20:50:57.323038] [DEBUG] [METRICS   ] GCBC: 2025-11-24:2025-11-25: Predicted: 0.98%, Actual: 0.46%
[2025-12-04T20:50:57.548375] [DEBUG] [METRICS   ] GCBC: 2025-11-21:2025-11-24: Predicted: 0.23%, Actual: 1.58%
[2025-12-04T20:50:57.715823] [DEBUG] [METRICS   ] GCBC: 2025-11-20:2025-11-21: Predicted: 0.53%, Actual: 0.34%
[2025-12-04T20:50:57.884810] [DEBUG] [METRICS   ] GCBC: 2025-11-19:2025-11-20: Predicted: 0.28%, Actual: 0.36%
[2025-12-04T20:50:57.885022] [INFO ] [main      ] GCBC: Magnitude Forecast Confidence: 42.8532%
[2025-12-04T20:50:57.885102] [INFO ] [main      ] GCBC: DISCARDED add_gap_resolution_state (score: 42.85%)
[2025-12-04T20:50:57.885145] [INFO ] [main      ] GCBC: Testing feature 13/53: add_gaps
[2025-12-04T20:50:57.885178] [DEBUG] [main      ] Testing with features: ['add_true_range', 'add_atr_10', 'add_composite_volatility_context', 'add_gaps']
[2025-12-04T20:50:57.885212] [DEBUG] [REMOTE    ] GCBC: Fetching historical data.
[2025-12-04T20:50:57.898626] [DEBUG] [REMOTE    ] GCBC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:50:57.899092] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 2
[2025-12-04T20:50:57.900166] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:50:57.900227] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:50:57.902158] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:50:57.902702] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:50:57.903621] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-04T20:50:57.904416] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:50:58.244443] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-12-02
[2025-12-04T20:50:58.418014] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-03
[2025-12-04T20:50:58.494261] [INFO ] [main      ] GCBC: Lookback Days: 2, Magnitude: -5.33% | Symbol ETA: 33.3s | Global ETA: N/A
[2025-12-04T20:50:58.494381] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 3
[2025-12-04T20:50:58.495256] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:50:58.495316] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:50:58.496950] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:50:58.497427] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:50:58.498347] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-04T20:50:58.499150] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:50:58.827986] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-12-01
[2025-12-04T20:50:58.990740] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-02
[2025-12-04T20:50:59.068146] [INFO ] [main      ] GCBC: Lookback Days: 3, Magnitude: 1.47% | Symbol ETA: 32.6s | Global ETA: N/A
[2025-12-04T20:50:59.068279] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 4
[2025-12-04T20:50:59.069187] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:50:59.069246] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:50:59.070851] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:50:59.071328] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:50:59.072200] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-04T20:50:59.072964] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:50:59.403168] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-28
[2025-12-04T20:50:59.566878] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-01
[2025-12-04T20:50:59.644891] [INFO ] [main      ] GCBC: Lookback Days: 4, Magnitude: -0.31% | Symbol ETA: 32.0s | Global ETA: N/A
[2025-12-04T20:50:59.645010] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 5
[2025-12-04T20:50:59.645877] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:50:59.645935] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:50:59.647529] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:50:59.648027] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:50:59.648943] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-04T20:50:59.649702] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:50:59.977861] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-26
[2025-12-04T20:51:00.141679] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-28
[2025-12-04T20:51:00.221538] [INFO ] [main      ] GCBC: Lookback Days: 5, Magnitude: -0.84% | Symbol ETA: 31.4s | Global ETA: N/A
[2025-12-04T20:51:00.221682] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 6
[2025-12-04T20:51:00.222549] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:51:00.222626] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:51:00.224264] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:51:00.224764] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:51:00.225652] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-04T20:51:00.226410] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:51:00.563519] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-25
[2025-12-04T20:51:00.731214] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-26
[2025-12-04T20:51:00.807233] [INFO ] [main      ] GCBC: Lookback Days: 6, Magnitude: 0.96% | Symbol ETA: 30.8s | Global ETA: N/A
[2025-12-04T20:51:00.807350] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 7
[2025-12-04T20:51:00.808220] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:51:00.808296] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:51:00.809930] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:51:00.810410] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:51:00.811281] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-04T20:51:00.812040] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:51:01.190469] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-24
[2025-12-04T20:51:01.375320] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-25
[2025-12-04T20:51:01.454361] [INFO ] [main      ] GCBC: Lookback Days: 7, Magnitude: -3.42% | Symbol ETA: 30.3s | Global ETA: N/A
[2025-12-04T20:51:01.454593] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 8
[2025-12-04T20:51:01.455648] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:51:01.455714] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:51:01.457517] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:51:01.458113] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:51:01.459090] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-04T20:51:01.459892] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:51:01.861201] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-21
[2025-12-04T20:51:02.078224] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-24
[2025-12-04T20:51:02.169617] [INFO ] [main      ] GCBC: Lookback Days: 8, Magnitude: 2.61% | Symbol ETA: 29.7s | Global ETA: N/A
[2025-12-04T20:51:02.169811] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 9
[2025-12-04T20:51:02.170934] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:51:02.171003] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:51:02.173080] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:51:02.173765] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:51:02.174870] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-04T20:51:02.175878] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:51:02.572027] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-20
[2025-12-04T20:51:02.767528] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-21
[2025-12-04T20:51:02.852901] [INFO ] [main      ] GCBC: Lookback Days: 9, Magnitude: -0.31% | Symbol ETA: 29.1s | Global ETA: N/A
[2025-12-04T20:51:02.853103] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 10
[2025-12-04T20:51:02.854162] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:51:02.854249] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:51:02.856130] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:51:02.856708] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:51:02.857827] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-04T20:51:02.858692] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:51:03.242351] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-19
[2025-12-04T20:51:03.440484] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-20
[2025-12-04T20:51:03.530190] [INFO ] [main      ] GCBC: Lookback Days: 10, Magnitude: 0.11% | Symbol ETA: 28.5s | Global ETA: N/A
[2025-12-04T20:51:03.530388] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 11
[2025-12-04T20:51:03.531491] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:51:03.531555] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:51:03.533357] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:51:03.533956] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:51:03.534922] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-04T20:51:03.535807] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:51:03.937905] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-18
[2025-12-04T20:51:04.140405] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-19
[2025-12-04T20:51:04.229594] [INFO ] [main      ] GCBC: Lookback Days: 11, Magnitude: 0.31% | Symbol ETA: 27.9s | Global ETA: N/A
[2025-12-04T20:51:04.413836] [DEBUG] [METRICS   ] GCBC: 2025-12-03:2025-12-04: Predicted: -5.33%, Actual: 1.69%
[2025-12-04T20:51:04.597815] [DEBUG] [METRICS   ] GCBC: 2025-12-02:2025-12-03: Predicted: 1.47%, Actual: 0.20%
[2025-12-04T20:51:04.778747] [DEBUG] [METRICS   ] GCBC: 2025-12-01:2025-12-02: Predicted: -0.31%, Actual: 1.12%
[2025-12-04T20:51:04.960799] [DEBUG] [METRICS   ] GCBC: 2025-11-28:2025-12-01: Predicted: -0.84%, Actual: 1.13%
[2025-12-04T20:51:05.141335] [DEBUG] [METRICS   ] GCBC: 2025-11-26:2025-11-28: Predicted: 0.96%, Actual: 0.79%
[2025-12-04T20:51:05.310462] [DEBUG] [METRICS   ] GCBC: 2025-11-25:2025-11-26: Predicted: -3.42%, Actual: 1.31%
[2025-12-04T20:51:05.482848] [DEBUG] [METRICS   ] GCBC: 2025-11-24:2025-11-25: Predicted: 2.61%, Actual: 0.46%
[2025-12-04T20:51:05.653927] [DEBUG] [METRICS   ] GCBC: 2025-11-21:2025-11-24: Predicted: -0.31%, Actual: 1.58%
[2025-12-04T20:51:05.828173] [DEBUG] [METRICS   ] GCBC: 2025-11-20:2025-11-21: Predicted: 0.11%, Actual: 0.34%
[2025-12-04T20:51:06.000205] [DEBUG] [METRICS   ] GCBC: 2025-11-19:2025-11-20: Predicted: 0.31%, Actual: 0.36%
[2025-12-04T20:51:06.000488] [INFO ] [main      ] GCBC: Magnitude Forecast Confidence: 40.6831%
[2025-12-04T20:51:06.000596] [INFO ] [main      ] GCBC: DISCARDED add_gaps (score: 40.68%)
[2025-12-04T20:51:06.000642] [INFO ] [main      ] GCBC: Testing feature 14/53: add_intraday_skewness_proxies
[2025-12-04T20:51:06.000677] [DEBUG] [main      ] Testing with features: ['add_true_range', 'add_atr_10', 'add_composite_volatility_context', 'add_intraday_skewness_proxies']
[2025-12-04T20:51:06.000717] [DEBUG] [REMOTE    ] GCBC: Fetching historical data.
[2025-12-04T20:51:06.016292] [DEBUG] [REMOTE    ] GCBC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:51:06.016855] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 2
[2025-12-04T20:51:06.017961] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:51:06.018027] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:51:06.019896] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:51:06.020435] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:51:06.021350] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-04T20:51:06.022608] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:51:06.370774] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-12-02
[2025-12-04T20:51:06.542820] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-03
[2025-12-04T20:51:06.621242] [INFO ] [main      ] GCBC: Lookback Days: 2, Magnitude: -5.57% | Symbol ETA: 29.8s | Global ETA: N/A
[2025-12-04T20:51:06.621423] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 3
[2025-12-04T20:51:06.622489] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:51:06.622555] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:51:06.624296] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:51:06.624865] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:51:06.625779] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-04T20:51:06.627009] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:51:06.977699] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-12-01
[2025-12-04T20:51:07.150246] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-02
[2025-12-04T20:51:07.226544] [INFO ] [main      ] GCBC: Lookback Days: 3, Magnitude: 2.70% | Symbol ETA: 29.2s | Global ETA: N/A
[2025-12-04T20:51:07.226691] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 4
[2025-12-04T20:51:07.227559] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:51:07.227649] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:51:07.229309] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:51:07.229796] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:51:07.230690] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-04T20:51:07.231883] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:51:07.589095] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-28
[2025-12-04T20:51:07.760406] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-01
[2025-12-04T20:51:07.840314] [INFO ] [main      ] GCBC: Lookback Days: 4, Magnitude: -0.06% | Symbol ETA: 28.6s | Global ETA: N/A
[2025-12-04T20:51:07.840435] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 5
[2025-12-04T20:51:07.841330] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:51:07.841389] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:51:07.842997] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:51:07.843479] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:51:07.844346] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-04T20:51:07.845569] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:51:08.175359] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-26
[2025-12-04T20:51:08.340613] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-28
[2025-12-04T20:51:08.416499] [INFO ] [main      ] GCBC: Lookback Days: 5, Magnitude: -2.99% | Symbol ETA: 27.9s | Global ETA: N/A
[2025-12-04T20:51:08.416648] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 6
[2025-12-04T20:51:08.417491] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:51:08.417552] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:51:08.419181] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:51:08.419692] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:51:08.420542] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-04T20:51:08.421744] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:51:08.753703] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-25
[2025-12-04T20:51:08.918620] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-26
[2025-12-04T20:51:08.994750] [INFO ] [main      ] GCBC: Lookback Days: 6, Magnitude: 0.50% | Symbol ETA: 27.3s | Global ETA: N/A
[2025-12-04T20:51:08.994879] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 7
[2025-12-04T20:51:08.995772] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:51:08.995833] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:51:08.997480] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:51:08.998016] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:51:08.998961] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-04T20:51:09.000219] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:51:09.333263] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-24
[2025-12-04T20:51:09.496681] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-25
[2025-12-04T20:51:09.569387] [INFO ] [main      ] GCBC: Lookback Days: 7, Magnitude: -4.54% | Symbol ETA: 26.7s | Global ETA: N/A
[2025-12-04T20:51:09.569505] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 8
[2025-12-04T20:51:09.570383] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:51:09.570462] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:51:09.572137] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:51:09.572650] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:51:09.573532] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-04T20:51:09.574786] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:51:09.912006] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-21
[2025-12-04T20:51:10.080281] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-24
[2025-12-04T20:51:10.153380] [INFO ] [main      ] GCBC: Lookback Days: 8, Magnitude: 4.79% | Symbol ETA: 26.1s | Global ETA: N/A
[2025-12-04T20:51:10.153500] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 9
[2025-12-04T20:51:10.154390] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:51:10.154452] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:51:10.156154] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:51:10.156663] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:51:10.157553] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-04T20:51:10.158841] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:51:10.489443] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-20
[2025-12-04T20:51:10.652210] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-21
[2025-12-04T20:51:10.726093] [INFO ] [main      ] GCBC: Lookback Days: 9, Magnitude: -1.07% | Symbol ETA: 25.5s | Global ETA: N/A
[2025-12-04T20:51:10.726210] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 10
[2025-12-04T20:51:10.727091] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:51:10.727152] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:51:10.728802] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:51:10.729268] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:51:10.730139] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-04T20:51:10.731336] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:51:11.063858] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-19
[2025-12-04T20:51:11.230415] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-20
[2025-12-04T20:51:11.303832] [INFO ] [main      ] GCBC: Lookback Days: 10, Magnitude: 0.46% | Symbol ETA: 24.9s | Global ETA: N/A
[2025-12-04T20:51:11.303949] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 11
[2025-12-04T20:51:11.304798] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:51:11.304856] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:51:11.306440] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:51:11.306923] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:51:11.307824] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-04T20:51:11.309047] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:51:11.643696] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-18
[2025-12-04T20:51:11.807804] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-19
[2025-12-04T20:51:11.880164] [INFO ] [main      ] GCBC: Lookback Days: 11, Magnitude: 0.81% | Symbol ETA: 24.3s | Global ETA: N/A
[2025-12-04T20:51:12.046019] [DEBUG] [METRICS   ] GCBC: 2025-12-03:2025-12-04: Predicted: -5.57%, Actual: 1.69%
[2025-12-04T20:51:12.211138] [DEBUG] [METRICS   ] GCBC: 2025-12-02:2025-12-03: Predicted: 2.70%, Actual: 0.20%
[2025-12-04T20:51:12.374207] [DEBUG] [METRICS   ] GCBC: 2025-12-01:2025-12-02: Predicted: -0.06%, Actual: 1.12%
[2025-12-04T20:51:12.540805] [DEBUG] [METRICS   ] GCBC: 2025-11-28:2025-12-01: Predicted: -2.99%, Actual: 1.13%
[2025-12-04T20:51:12.705290] [DEBUG] [METRICS   ] GCBC: 2025-11-26:2025-11-28: Predicted: 0.50%, Actual: 0.79%
[2025-12-04T20:51:12.880978] [DEBUG] [METRICS   ] GCBC: 2025-11-25:2025-11-26: Predicted: -4.54%, Actual: 1.31%
[2025-12-04T20:51:13.053113] [DEBUG] [METRICS   ] GCBC: 2025-11-24:2025-11-25: Predicted: 4.79%, Actual: 0.46%
[2025-12-04T20:51:13.227631] [DEBUG] [METRICS   ] GCBC: 2025-11-21:2025-11-24: Predicted: -1.07%, Actual: 1.58%
[2025-12-04T20:51:13.398476] [DEBUG] [METRICS   ] GCBC: 2025-11-20:2025-11-21: Predicted: 0.46%, Actual: 0.34%
[2025-12-04T20:51:13.571622] [DEBUG] [METRICS   ] GCBC: 2025-11-19:2025-11-20: Predicted: 0.81%, Actual: 0.36%
[2025-12-04T20:51:13.571900] [INFO ] [main      ] GCBC: Magnitude Forecast Confidence: 36.2609%
[2025-12-04T20:51:13.572002] [INFO ] [main      ] GCBC: DISCARDED add_intraday_skewness_proxies (score: 36.26%)
[2025-12-04T20:51:13.572050] [INFO ] [main      ] GCBC: Testing feature 15/53: add_intraday_volatility_percentile
[2025-12-04T20:51:13.572083] [DEBUG] [main      ] Testing with features: ['add_true_range', 'add_atr_10', 'add_composite_volatility_context', 'add_intraday_volatility_percentile']
[2025-12-04T20:51:13.572273] [DEBUG] [REMOTE    ] GCBC: Fetching historical data.
[2025-12-04T20:51:13.586680] [DEBUG] [REMOTE    ] GCBC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:51:13.587141] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 2
[2025-12-04T20:51:13.588745] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:51:13.588964] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:51:13.591274] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:51:13.591874] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:51:13.592812] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-04T20:51:13.664753] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:51:13.996445] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-12-02
[2025-12-04T20:51:14.170721] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-03
[2025-12-04T20:51:14.249270] [INFO ] [main      ] GCBC: Lookback Days: 2, Magnitude: -6.83% | Symbol ETA: 26.5s | Global ETA: N/A
[2025-12-04T20:51:14.249401] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 3
[2025-12-04T20:51:14.250268] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:51:14.250336] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:51:14.251980] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:51:14.252458] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:51:14.253380] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-04T20:51:14.329922] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:51:14.661918] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-12-01
[2025-12-04T20:51:14.825954] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-02
[2025-12-04T20:51:14.900381] [INFO ] [main      ] GCBC: Lookback Days: 3, Magnitude: 0.75% | Symbol ETA: 25.8s | Global ETA: N/A
[2025-12-04T20:51:14.900502] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 4
[2025-12-04T20:51:14.901356] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:51:14.901420] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:51:14.903042] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:51:14.903506] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:51:14.904373] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-04T20:51:14.977130] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:51:15.309398] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-28
[2025-12-04T20:51:15.471586] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-01
[2025-12-04T20:51:15.569372] [INFO ] [main      ] GCBC: Lookback Days: 4, Magnitude: 0.81% | Symbol ETA: 25.2s | Global ETA: N/A
[2025-12-04T20:51:15.569515] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 5
[2025-12-04T20:51:15.570549] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:51:15.570629] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:51:15.572333] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:51:15.572890] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:51:15.573863] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-04T20:51:15.650664] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:51:15.990455] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-26
[2025-12-04T20:51:16.153232] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-28
[2025-12-04T20:51:16.228710] [INFO ] [main      ] GCBC: Lookback Days: 5, Magnitude: 0.26% | Symbol ETA: 24.5s | Global ETA: N/A
[2025-12-04T20:51:16.228833] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 6
[2025-12-04T20:51:16.229714] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:51:16.229773] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:51:16.231377] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:51:16.231877] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:51:16.232755] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-04T20:51:16.304880] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:51:16.649900] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-25
[2025-12-04T20:51:16.819682] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-26
[2025-12-04T20:51:16.892510] [INFO ] [main      ] GCBC: Lookback Days: 6, Magnitude: 1.67% | Symbol ETA: 23.9s | Global ETA: N/A
[2025-12-04T20:51:16.892651] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 7
[2025-12-04T20:51:16.893495] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:51:16.893597] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:51:16.895250] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:51:16.895740] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:51:16.896666] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-04T20:51:16.968701] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:51:17.310128] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-24
[2025-12-04T20:51:17.497591] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-25
[2025-12-04T20:51:17.582035] [INFO ] [main      ] GCBC: Lookback Days: 7, Magnitude: -3.72% | Symbol ETA: 23.2s | Global ETA: N/A
[2025-12-04T20:51:17.582171] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 8
[2025-12-04T20:51:17.583103] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:51:17.583165] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:51:17.584894] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:51:17.585423] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:51:17.586330] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-04T20:51:17.663774] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:51:18.016237] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-21
[2025-12-04T20:51:18.195955] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-24
[2025-12-04T20:51:18.273096] [INFO ] [main      ] GCBC: Lookback Days: 8, Magnitude: 2.52% | Symbol ETA: 22.6s | Global ETA: N/A
[2025-12-04T20:51:18.273228] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 9
[2025-12-04T20:51:18.274175] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:51:18.274238] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:51:18.275952] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:51:18.276447] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:51:18.277419] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-04T20:51:18.355470] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:51:18.707569] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-20
[2025-12-04T20:51:18.881205] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-21
[2025-12-04T20:51:18.956127] [INFO ] [main      ] GCBC: Lookback Days: 9, Magnitude: 0.51% | Symbol ETA: 21.9s | Global ETA: N/A
[2025-12-04T20:51:18.956246] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 10
[2025-12-04T20:51:18.957141] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:51:18.957201] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:51:18.958857] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:51:18.959333] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:51:18.960214] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-04T20:51:19.033298] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:51:19.373080] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-19
[2025-12-04T20:51:19.540313] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-20
[2025-12-04T20:51:19.615264] [INFO ] [main      ] GCBC: Lookback Days: 10, Magnitude: 0.03% | Symbol ETA: 21.2s | Global ETA: N/A
[2025-12-04T20:51:19.615385] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 11
[2025-12-04T20:51:19.616266] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:51:19.616344] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:51:19.618060] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:51:19.618607] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:51:19.619523] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-04T20:51:19.695481] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:51:20.042960] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-18
[2025-12-04T20:51:20.226670] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-19
[2025-12-04T20:51:20.303294] [INFO ] [main      ] GCBC: Lookback Days: 11, Magnitude: 2.18% | Symbol ETA: 20.6s | Global ETA: N/A
[2025-12-04T20:51:20.471040] [DEBUG] [METRICS   ] GCBC: 2025-12-03:2025-12-04: Predicted: -6.83%, Actual: 1.69%
[2025-12-04T20:51:20.637922] [DEBUG] [METRICS   ] GCBC: 2025-12-02:2025-12-03: Predicted: 0.75%, Actual: 0.20%
[2025-12-04T20:51:20.806660] [DEBUG] [METRICS   ] GCBC: 2025-12-01:2025-12-02: Predicted: 0.81%, Actual: 1.12%
[2025-12-04T20:51:20.971740] [DEBUG] [METRICS   ] GCBC: 2025-11-28:2025-12-01: Predicted: 0.26%, Actual: 1.13%
[2025-12-04T20:51:21.134912] [DEBUG] [METRICS   ] GCBC: 2025-11-26:2025-11-28: Predicted: 1.67%, Actual: 0.79%
[2025-12-04T20:51:21.297905] [DEBUG] [METRICS   ] GCBC: 2025-11-25:2025-11-26: Predicted: -3.72%, Actual: 1.31%
[2025-12-04T20:51:21.466932] [DEBUG] [METRICS   ] GCBC: 2025-11-24:2025-11-25: Predicted: 2.52%, Actual: 0.46%
[2025-12-04T20:51:21.645493] [DEBUG] [METRICS   ] GCBC: 2025-11-21:2025-11-24: Predicted: 0.51%, Actual: 1.58%
[2025-12-04T20:51:21.827826] [DEBUG] [METRICS   ] GCBC: 2025-11-20:2025-11-21: Predicted: 0.03%, Actual: 0.34%
[2025-12-04T20:51:22.003136] [DEBUG] [METRICS   ] GCBC: 2025-11-19:2025-11-20: Predicted: 2.18%, Actual: 0.36%
[2025-12-04T20:51:22.003482] [INFO ] [main      ] GCBC: Magnitude Forecast Confidence: 32.8767%
[2025-12-04T20:51:22.003667] [INFO ] [main      ] GCBC: DISCARDED add_intraday_volatility_percentile (score: 32.88%)
[2025-12-04T20:51:22.003737] [INFO ] [main      ] GCBC: Testing feature 16/53: add_last_hour_momentum_mag
[2025-12-04T20:51:22.003790] [DEBUG] [main      ] Testing with features: ['add_true_range', 'add_atr_10', 'add_composite_volatility_context', 'add_last_hour_momentum_mag']
[2025-12-04T20:51:22.003847] [DEBUG] [REMOTE    ] GCBC: Fetching historical data.
[2025-12-04T20:51:22.020258] [DEBUG] [REMOTE    ] GCBC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:51:22.020903] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 2
[2025-12-04T20:51:22.022494] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:51:22.022565] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:51:22.024661] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:51:22.025228] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:51:22.026177] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-04T20:51:22.026858] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:51:22.371298] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-12-02
[2025-12-04T20:51:22.554314] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-03
[2025-12-04T20:51:22.633135] [INFO ] [main      ] GCBC: Lookback Days: 2, Magnitude: -4.63% | Symbol ETA: 26.3s | Global ETA: N/A
[2025-12-04T20:51:22.633370] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 3
[2025-12-04T20:51:22.634398] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:51:22.634460] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:51:22.636264] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:51:22.636806] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:51:22.637772] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-04T20:51:22.638452] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:51:22.984183] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-12-01
[2025-12-04T20:51:23.154477] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-02
[2025-12-04T20:51:23.239000] [INFO ] [main      ] GCBC: Lookback Days: 3, Magnitude: 5.03% | Symbol ETA: 25.7s | Global ETA: N/A
[2025-12-04T20:51:23.239193] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 4
[2025-12-04T20:51:23.240367] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:51:23.240432] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:51:23.242277] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:51:23.242870] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:51:23.243861] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-04T20:51:23.244514] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:51:23.634306] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-28
[2025-12-04T20:51:23.881178] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-01
[2025-12-04T20:51:23.988029] [INFO ] [main      ] GCBC: Lookback Days: 4, Magnitude: -0.97% | Symbol ETA: 25.4s | Global ETA: N/A
[2025-12-04T20:51:23.988194] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 5
[2025-12-04T20:51:23.989698] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:51:23.989780] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:51:23.992288] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:51:23.993024] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:51:23.994314] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-04T20:51:23.995172] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:51:24.422721] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-26
[2025-12-04T20:51:24.601089] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-28
[2025-12-04T20:51:24.675690] [INFO ] [main      ] GCBC: Lookback Days: 5, Magnitude: -0.44% | Symbol ETA: 24.8s | Global ETA: N/A
[2025-12-04T20:51:24.675812] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 6
[2025-12-04T20:51:24.676680] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:51:24.676739] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:51:24.678560] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:51:24.679049] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:51:24.679935] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-04T20:51:24.680547] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:51:25.018399] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-25
[2025-12-04T20:51:25.191825] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-26
[2025-12-04T20:51:25.268357] [INFO ] [main      ] GCBC: Lookback Days: 6, Magnitude: 2.48% | Symbol ETA: 24.0s | Global ETA: N/A
[2025-12-04T20:51:25.268478] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 7
[2025-12-04T20:51:25.269447] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:51:25.269508] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:51:25.271251] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:51:25.271752] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:51:25.272675] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-04T20:51:25.273313] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:51:25.609669] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-24
[2025-12-04T20:51:25.780370] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-25
[2025-12-04T20:51:25.857423] [INFO ] [main      ] GCBC: Lookback Days: 7, Magnitude: -3.21% | Symbol ETA: 23.4s | Global ETA: N/A
[2025-12-04T20:51:25.857542] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 8
[2025-12-04T20:51:25.858450] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:51:25.858513] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:51:25.860163] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:51:25.860700] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:51:25.861618] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-04T20:51:25.862244] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:51:26.200558] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-21
[2025-12-04T20:51:26.364148] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-24
[2025-12-04T20:51:26.435419] [INFO ] [main      ] GCBC: Lookback Days: 8, Magnitude: 1.94% | Symbol ETA: 22.7s | Global ETA: N/A
[2025-12-04T20:51:26.435539] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 9
[2025-12-04T20:51:26.436398] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:51:26.436477] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:51:26.438104] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:51:26.441628] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:51:26.442549] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-04T20:51:26.443197] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:51:26.777657] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-20
[2025-12-04T20:51:26.947602] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-21
[2025-12-04T20:51:27.024690] [INFO ] [main      ] GCBC: Lookback Days: 9, Magnitude: -1.60% | Symbol ETA: 22.0s | Global ETA: N/A
[2025-12-04T20:51:27.024810] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 10
[2025-12-04T20:51:27.025770] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:51:27.025831] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:51:27.027663] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:51:27.028213] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:51:27.029167] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-04T20:51:27.029875] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:51:27.376470] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-19
[2025-12-04T20:51:27.543487] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-20
[2025-12-04T20:51:27.616757] [INFO ] [main      ] GCBC: Lookback Days: 10, Magnitude: 0.34% | Symbol ETA: 21.4s | Global ETA: N/A
[2025-12-04T20:51:27.616877] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 11
[2025-12-04T20:51:27.617752] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:51:27.617810] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:51:27.619445] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:51:27.619938] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:51:27.620827] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-04T20:51:27.621443] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:51:27.988077] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-18
[2025-12-04T20:51:28.167655] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-19
[2025-12-04T20:51:28.244603] [INFO ] [main      ] GCBC: Lookback Days: 11, Magnitude: 1.42% | Symbol ETA: 20.8s | Global ETA: N/A
[2025-12-04T20:51:28.416522] [DEBUG] [METRICS   ] GCBC: 2025-12-03:2025-12-04: Predicted: -4.63%, Actual: 1.69%
[2025-12-04T20:51:28.592141] [DEBUG] [METRICS   ] GCBC: 2025-12-02:2025-12-03: Predicted: 5.03%, Actual: 0.20%
[2025-12-04T20:51:28.781002] [DEBUG] [METRICS   ] GCBC: 2025-12-01:2025-12-02: Predicted: -0.97%, Actual: 1.12%
[2025-12-04T20:51:28.960244] [DEBUG] [METRICS   ] GCBC: 2025-11-28:2025-12-01: Predicted: -0.44%, Actual: 1.13%
[2025-12-04T20:51:29.137861] [DEBUG] [METRICS   ] GCBC: 2025-11-26:2025-11-28: Predicted: 2.48%, Actual: 0.79%
[2025-12-04T20:51:29.315871] [DEBUG] [METRICS   ] GCBC: 2025-11-25:2025-11-26: Predicted: -3.21%, Actual: 1.31%
[2025-12-04T20:51:29.489201] [DEBUG] [METRICS   ] GCBC: 2025-11-24:2025-11-25: Predicted: 1.94%, Actual: 0.46%
[2025-12-04T20:51:29.661319] [DEBUG] [METRICS   ] GCBC: 2025-11-21:2025-11-24: Predicted: -1.60%, Actual: 1.58%
[2025-12-04T20:51:29.837694] [DEBUG] [METRICS   ] GCBC: 2025-11-20:2025-11-21: Predicted: 0.34%, Actual: 0.34%
[2025-12-04T20:51:30.008066] [DEBUG] [METRICS   ] GCBC: 2025-11-19:2025-11-20: Predicted: 1.42%, Actual: 0.36%
[2025-12-04T20:51:30.008413] [INFO ] [main      ] GCBC: Magnitude Forecast Confidence: 44.4340%
[2025-12-04T20:51:30.008544] [INFO ] [main      ] GCBC: DISCARDED add_last_hour_momentum_mag (score: 44.43%)
[2025-12-04T20:51:30.008607] [INFO ] [main      ] GCBC: Testing feature 17/53: add_late_day_volatility
[2025-12-04T20:51:30.008644] [DEBUG] [main      ] Testing with features: ['add_true_range', 'add_atr_10', 'add_composite_volatility_context', 'add_late_day_volatility']
[2025-12-04T20:51:30.008681] [DEBUG] [REMOTE    ] GCBC: Fetching historical data.
[2025-12-04T20:51:30.023882] [DEBUG] [REMOTE    ] GCBC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:51:30.024456] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 2
[2025-12-04T20:51:30.025643] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:51:30.025704] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:51:30.027432] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:51:30.027995] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:51:30.029002] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-04T20:51:30.030860] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:51:30.367803] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-12-02
[2025-12-04T20:51:30.537908] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-03
[2025-12-04T20:51:30.613900] [INFO ] [main      ] GCBC: Lookback Days: 2, Magnitude: -4.55% | Symbol ETA: 23.3s | Global ETA: N/A
[2025-12-04T20:51:30.614082] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 3
[2025-12-04T20:51:30.615089] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:51:30.615153] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:51:30.616948] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:51:30.617471] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:51:30.618477] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-04T20:51:30.620337] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:51:30.974336] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-12-01
[2025-12-04T20:51:31.143196] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-02
[2025-12-04T20:51:31.221520] [INFO ] [main      ] GCBC: Lookback Days: 3, Magnitude: 3.76% | Symbol ETA: 22.8s | Global ETA: N/A
[2025-12-04T20:51:31.221737] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 4
[2025-12-04T20:51:31.222718] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:51:31.222780] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:51:31.224469] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:51:31.225006] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:51:31.225937] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-04T20:51:31.227827] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:51:31.578035] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-28
[2025-12-04T20:51:31.750638] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-01
[2025-12-04T20:51:31.833947] [INFO ] [main      ] GCBC: Lookback Days: 4, Magnitude: -0.08% | Symbol ETA: 22.2s | Global ETA: N/A
[2025-12-04T20:51:31.834125] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 5
[2025-12-04T20:51:31.835113] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:51:31.835174] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:51:31.836889] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:51:31.837423] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:51:31.838414] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-04T20:51:31.840298] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:51:32.194430] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-26
[2025-12-04T20:51:32.368942] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-28
[2025-12-04T20:51:32.449844] [INFO ] [main      ] GCBC: Lookback Days: 5, Magnitude: -0.39% | Symbol ETA: 21.6s | Global ETA: N/A
[2025-12-04T20:51:32.450031] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 6
[2025-12-04T20:51:32.451153] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:51:32.451217] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:51:32.453058] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:51:32.453764] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:51:32.454766] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-04T20:51:32.457620] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:51:32.796102] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-25
[2025-12-04T20:51:32.967397] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-26
[2025-12-04T20:51:33.047559] [INFO ] [main      ] GCBC: Lookback Days: 6, Magnitude: 1.59% | Symbol ETA: 21.0s | Global ETA: N/A
[2025-12-04T20:51:33.047783] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 7
[2025-12-04T20:51:33.048916] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:51:33.048987] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:51:33.050759] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:51:33.051309] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:51:33.052243] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-04T20:51:33.054088] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:51:33.420177] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-24
[2025-12-04T20:51:33.598858] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-25
[2025-12-04T20:51:33.680362] [INFO ] [main      ] GCBC: Lookback Days: 7, Magnitude: -3.75% | Symbol ETA: 20.4s | Global ETA: N/A
[2025-12-04T20:51:33.680533] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 8
[2025-12-04T20:51:33.681612] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:51:33.681679] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:51:33.683600] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:51:33.684170] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:51:33.685178] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-04T20:51:33.687229] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:51:34.021920] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-21
[2025-12-04T20:51:34.186712] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-24
[2025-12-04T20:51:34.259223] [INFO ] [main      ] GCBC: Lookback Days: 8, Magnitude: -0.10% | Symbol ETA: 19.8s | Global ETA: N/A
[2025-12-04T20:51:34.259349] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 9
[2025-12-04T20:51:34.260263] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:51:34.260323] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:51:34.261969] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:51:34.262449] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:51:34.263340] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-04T20:51:34.265160] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:51:34.621158] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-20
[2025-12-04T20:51:34.801547] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-21
[2025-12-04T20:51:34.879694] [INFO ] [main      ] GCBC: Lookback Days: 9, Magnitude: -1.66% | Symbol ETA: 19.2s | Global ETA: N/A
[2025-12-04T20:51:34.879818] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 10
[2025-12-04T20:51:34.880773] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:51:34.880839] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:51:34.882561] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:51:34.883108] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:51:34.884035] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-04T20:51:34.885905] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:51:35.237622] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-19
[2025-12-04T20:51:35.408126] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-20
[2025-12-04T20:51:35.484478] [INFO ] [main      ] GCBC: Lookback Days: 10, Magnitude: 0.36% | Symbol ETA: 18.6s | Global ETA: N/A
[2025-12-04T20:51:35.484679] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 11
[2025-12-04T20:51:35.485670] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:51:35.485732] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:51:35.487526] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:51:35.488067] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:51:35.489047] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-04T20:51:35.490882] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:51:35.830093] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-18
[2025-12-04T20:51:36.005609] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-19
[2025-12-04T20:51:36.086062] [INFO ] [main      ] GCBC: Lookback Days: 11, Magnitude: 2.79% | Symbol ETA: 18.0s | Global ETA: N/A
[2025-12-04T20:51:36.268731] [DEBUG] [METRICS   ] GCBC: 2025-12-03:2025-12-04: Predicted: -4.55%, Actual: 1.69%
[2025-12-04T20:51:36.472727] [DEBUG] [METRICS   ] GCBC: 2025-12-02:2025-12-03: Predicted: 3.76%, Actual: 0.20%
[2025-12-04T20:51:36.645851] [DEBUG] [METRICS   ] GCBC: 2025-12-01:2025-12-02: Predicted: -0.08%, Actual: 1.12%
[2025-12-04T20:51:36.820672] [DEBUG] [METRICS   ] GCBC: 2025-11-28:2025-12-01: Predicted: -0.39%, Actual: 1.13%
[2025-12-04T20:51:36.997962] [DEBUG] [METRICS   ] GCBC: 2025-11-26:2025-11-28: Predicted: 1.59%, Actual: 0.79%
[2025-12-04T20:51:37.176944] [DEBUG] [METRICS   ] GCBC: 2025-11-25:2025-11-26: Predicted: -3.75%, Actual: 1.31%
[2025-12-04T20:51:37.347409] [DEBUG] [METRICS   ] GCBC: 2025-11-24:2025-11-25: Predicted: -0.10%, Actual: 0.46%
[2025-12-04T20:51:37.516736] [DEBUG] [METRICS   ] GCBC: 2025-11-21:2025-11-24: Predicted: -1.66%, Actual: 1.58%
[2025-12-04T20:51:37.694124] [DEBUG] [METRICS   ] GCBC: 2025-11-20:2025-11-21: Predicted: 0.36%, Actual: 0.34%
[2025-12-04T20:51:37.867501] [DEBUG] [METRICS   ] GCBC: 2025-11-19:2025-11-20: Predicted: 2.79%, Actual: 0.36%
[2025-12-04T20:51:37.867859] [INFO ] [main      ] GCBC: Magnitude Forecast Confidence: 36.8400%
[2025-12-04T20:51:37.867970] [INFO ] [main      ] GCBC: DISCARDED add_late_day_volatility (score: 36.84%)
[2025-12-04T20:51:37.868020] [INFO ] [main      ] GCBC: Testing feature 18/53: add_late_hour_microstructure
[2025-12-04T20:51:37.868059] [DEBUG] [main      ] Testing with features: ['add_true_range', 'add_atr_10', 'add_composite_volatility_context', 'add_late_hour_microstructure']
[2025-12-04T20:51:37.868101] [DEBUG] [REMOTE    ] GCBC: Fetching historical data.
[2025-12-04T20:51:38.051258] [DEBUG] [REMOTE    ] GCBC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:51:38.051899] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 2
[2025-12-04T20:51:38.053144] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:51:38.053245] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:51:38.055127] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:51:38.055720] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:51:38.056905] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-04T20:51:38.060159] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:51:38.423760] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-12-02
[2025-12-04T20:51:38.604626] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-03
[2025-12-04T20:51:38.687022] [INFO ] [main      ] GCBC: Lookback Days: 2, Magnitude: -5.61% | Symbol ETA: 21.9s | Global ETA: N/A
[2025-12-04T20:51:38.687149] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 3
[2025-12-04T20:51:38.688102] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:51:38.688164] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:51:38.689932] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:51:38.690476] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:51:38.691421] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-04T20:51:38.694388] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:51:39.052487] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-12-01
[2025-12-04T20:51:39.219746] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-02
[2025-12-04T20:51:39.297928] [INFO ] [main      ] GCBC: Lookback Days: 3, Magnitude: 2.98% | Symbol ETA: 21.2s | Global ETA: N/A
[2025-12-04T20:51:39.298051] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 4
[2025-12-04T20:51:39.298979] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:51:39.299040] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:51:39.300695] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:51:39.301183] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:51:39.302070] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-04T20:51:39.304665] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:51:39.650442] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-28
[2025-12-04T20:51:39.826205] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-01
[2025-12-04T20:51:39.908231] [INFO ] [main      ] GCBC: Lookback Days: 4, Magnitude: -0.01% | Symbol ETA: 20.5s | Global ETA: N/A
[2025-12-04T20:51:39.908425] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 5
[2025-12-04T20:51:39.909405] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:51:39.909468] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:51:39.911207] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:51:39.911769] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:51:39.912738] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-04T20:51:39.915539] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:51:40.261677] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-26
[2025-12-04T20:51:40.433244] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-28
[2025-12-04T20:51:40.515620] [INFO ] [main      ] GCBC: Lookback Days: 5, Magnitude: -0.16% | Symbol ETA: 19.9s | Global ETA: N/A
[2025-12-04T20:51:40.515799] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 6
[2025-12-04T20:51:40.516811] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:51:40.516873] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:51:40.518629] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:51:40.519160] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:51:40.520121] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-04T20:51:40.522767] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:51:40.870192] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-25
[2025-12-04T20:51:41.047725] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-26
[2025-12-04T20:51:41.134753] [INFO ] [main      ] GCBC: Lookback Days: 6, Magnitude: 2.55% | Symbol ETA: 19.3s | Global ETA: N/A
[2025-12-04T20:51:41.134979] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 7
[2025-12-04T20:51:41.136240] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:51:41.136307] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:51:41.138138] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:51:41.138746] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:51:41.139770] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-04T20:51:41.142530] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:51:41.506418] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-24
[2025-12-04T20:51:41.681980] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-25
[2025-12-04T20:51:41.763872] [INFO ] [main      ] GCBC: Lookback Days: 7, Magnitude: -1.84% | Symbol ETA: 18.7s | Global ETA: N/A
[2025-12-04T20:51:41.764050] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 8
[2025-12-04T20:51:41.765068] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:51:41.765135] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:51:41.766989] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:51:41.767552] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:51:41.768591] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-04T20:51:41.771433] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:51:42.121070] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-21
[2025-12-04T20:51:42.296218] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-24
[2025-12-04T20:51:42.374443] [INFO ] [main      ] GCBC: Lookback Days: 8, Magnitude: 0.97% | Symbol ETA: 18.0s | Global ETA: N/A
[2025-12-04T20:51:42.374651] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 9
[2025-12-04T20:51:42.375602] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:51:42.375667] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:51:42.377432] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:51:42.378004] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:51:42.379097] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-04T20:51:42.382180] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:51:42.740643] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-20
[2025-12-04T20:51:42.911102] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-21
[2025-12-04T20:51:42.989295] [INFO ] [main      ] GCBC: Lookback Days: 9, Magnitude: -0.81% | Symbol ETA: 17.4s | Global ETA: N/A
[2025-12-04T20:51:42.989480] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 10
[2025-12-04T20:51:42.990446] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:51:42.990532] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:51:42.992217] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:51:42.992742] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:51:42.993670] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-04T20:51:42.996309] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:51:43.333959] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-19
[2025-12-04T20:51:43.506180] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-20
[2025-12-04T20:51:43.584669] [INFO ] [main      ] GCBC: Lookback Days: 10, Magnitude: 0.45% | Symbol ETA: 16.8s | Global ETA: N/A
[2025-12-04T20:51:43.584844] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 11
[2025-12-04T20:51:43.585781] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:51:43.585841] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:51:43.587504] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:51:43.588054] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:51:43.589033] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-04T20:51:43.591752] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:51:43.931465] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-18
[2025-12-04T20:51:44.095480] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-19
[2025-12-04T20:51:44.170326] [INFO ] [main      ] GCBC: Lookback Days: 11, Magnitude: 0.06% | Symbol ETA: 16.2s | Global ETA: N/A
[2025-12-04T20:51:44.346798] [DEBUG] [METRICS   ] GCBC: 2025-12-03:2025-12-04: Predicted: -5.61%, Actual: 1.69%
[2025-12-04T20:51:44.529288] [DEBUG] [METRICS   ] GCBC: 2025-12-02:2025-12-03: Predicted: 2.98%, Actual: 0.20%
[2025-12-04T20:51:44.705901] [DEBUG] [METRICS   ] GCBC: 2025-12-01:2025-12-02: Predicted: -0.01%, Actual: 1.12%
[2025-12-04T20:51:44.886704] [DEBUG] [METRICS   ] GCBC: 2025-11-28:2025-12-01: Predicted: -0.16%, Actual: 1.13%
[2025-12-04T20:51:45.070164] [DEBUG] [METRICS   ] GCBC: 2025-11-26:2025-11-28: Predicted: 2.55%, Actual: 0.79%
[2025-12-04T20:51:45.248688] [DEBUG] [METRICS   ] GCBC: 2025-11-25:2025-11-26: Predicted: -1.84%, Actual: 1.31%
[2025-12-04T20:51:45.422047] [DEBUG] [METRICS   ] GCBC: 2025-11-24:2025-11-25: Predicted: 0.97%, Actual: 0.46%
[2025-12-04T20:51:45.593930] [DEBUG] [METRICS   ] GCBC: 2025-11-21:2025-11-24: Predicted: -0.81%, Actual: 1.58%
[2025-12-04T20:51:45.762645] [DEBUG] [METRICS   ] GCBC: 2025-11-20:2025-11-21: Predicted: 0.45%, Actual: 0.34%
[2025-12-04T20:51:45.941126] [DEBUG] [METRICS   ] GCBC: 2025-11-19:2025-11-20: Predicted: 0.06%, Actual: 0.36%
[2025-12-04T20:51:45.941434] [INFO ] [main      ] GCBC: Magnitude Forecast Confidence: 34.1610%
[2025-12-04T20:51:45.941539] [INFO ] [main      ] GCBC: DISCARDED add_late_hour_microstructure (score: 34.16%)
[2025-12-04T20:51:45.941602] [INFO ] [main      ] GCBC: Testing feature 19/53: add_late_session_pressure
[2025-12-04T20:51:45.941641] [DEBUG] [main      ] Testing with features: ['add_true_range', 'add_atr_10', 'add_composite_volatility_context', 'add_late_session_pressure']
[2025-12-04T20:51:45.941680] [DEBUG] [REMOTE    ] GCBC: Fetching historical data.
[2025-12-04T20:51:45.956657] [DEBUG] [REMOTE    ] GCBC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:51:45.957239] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 2
[2025-12-04T20:51:45.958378] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:51:45.958440] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:51:45.960242] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:51:45.960836] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:51:45.961782] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-04T20:51:45.962807] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:51:46.329106] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-12-02
[2025-12-04T20:51:46.507381] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-03
[2025-12-04T20:51:46.588257] [INFO ] [main      ] GCBC: Lookback Days: 2, Magnitude: -6.27% | Symbol ETA: 20.9s | Global ETA: N/A
[2025-12-04T20:51:46.588423] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 3
[2025-12-04T20:51:46.589390] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:51:46.589453] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:51:46.591217] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:51:46.591762] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:51:46.592727] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-04T20:51:46.593765] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:51:46.939491] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-12-01
[2025-12-04T20:51:47.112195] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-02
[2025-12-04T20:51:47.203276] [INFO ] [main      ] GCBC: Lookback Days: 3, Magnitude: 1.00% | Symbol ETA: 20.2s | Global ETA: N/A
[2025-12-04T20:51:47.203454] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 4
[2025-12-04T20:51:47.204510] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:51:47.204590] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:51:47.206309] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:51:47.206863] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:51:47.207805] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-04T20:51:47.208861] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:51:47.563265] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-28
[2025-12-04T20:51:47.740838] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-01
[2025-12-04T20:51:47.823092] [INFO ] [main      ] GCBC: Lookback Days: 4, Magnitude: 0.86% | Symbol ETA: 19.6s | Global ETA: N/A
[2025-12-04T20:51:47.823306] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 5
[2025-12-04T20:51:47.824302] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:51:47.824364] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:51:47.826232] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:51:47.826764] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:51:47.827863] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-04T20:51:47.828959] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:51:48.186975] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-26
[2025-12-04T20:51:48.365414] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-28
[2025-12-04T20:51:48.446412] [INFO ] [main      ] GCBC: Lookback Days: 5, Magnitude: -0.80% | Symbol ETA: 19.0s | Global ETA: N/A
[2025-12-04T20:51:48.446622] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 6
[2025-12-04T20:51:48.447642] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:51:48.447709] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:51:48.449521] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:51:48.450096] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:51:48.451032] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-04T20:51:48.452097] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:51:48.803046] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-25
[2025-12-04T20:51:48.976467] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-26
[2025-12-04T20:51:49.061612] [INFO ] [main      ] GCBC: Lookback Days: 6, Magnitude: 2.67% | Symbol ETA: 18.4s | Global ETA: N/A
[2025-12-04T20:51:49.061829] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 7
[2025-12-04T20:51:49.062980] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:51:49.063046] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:51:49.064891] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:51:49.065461] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:51:49.066609] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-04T20:51:49.067698] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:51:49.417972] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-24
[2025-12-04T20:51:49.588481] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-25
[2025-12-04T20:51:49.671334] [INFO ] [main      ] GCBC: Lookback Days: 7, Magnitude: -4.53% | Symbol ETA: 17.7s | Global ETA: N/A
[2025-12-04T20:51:49.671518] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 8
[2025-12-04T20:51:49.672536] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:51:49.672646] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:51:49.674422] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:51:49.674993] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:51:49.675933] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-04T20:51:49.678297] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:51:50.026662] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-21
[2025-12-04T20:51:50.197843] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-24
[2025-12-04T20:51:50.278756] [INFO ] [main      ] GCBC: Lookback Days: 8, Magnitude: 1.48% | Symbol ETA: 17.1s | Global ETA: N/A
[2025-12-04T20:51:50.278937] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 9
[2025-12-04T20:51:50.279945] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:51:50.280012] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:51:50.281799] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:51:50.282355] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:51:50.283382] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-04T20:51:50.284453] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:51:50.640715] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-20
[2025-12-04T20:51:50.823035] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-21
[2025-12-04T20:51:50.903077] [INFO ] [main      ] GCBC: Lookback Days: 9, Magnitude: -0.48% | Symbol ETA: 16.5s | Global ETA: N/A
[2025-12-04T20:51:50.903265] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 10
[2025-12-04T20:51:50.904319] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:51:50.904383] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:51:50.906152] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:51:50.906727] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:51:50.907735] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-04T20:51:50.908872] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:51:51.263489] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-19
[2025-12-04T20:51:51.442267] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-20
[2025-12-04T20:51:51.528953] [INFO ] [main      ] GCBC: Lookback Days: 10, Magnitude: 1.96% | Symbol ETA: 15.9s | Global ETA: N/A
[2025-12-04T20:51:51.529144] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 11
[2025-12-04T20:51:51.530257] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:51:51.530322] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:51:51.532101] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:51:51.532719] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:51:51.533725] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-04T20:51:51.534766] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:51:51.909632] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-18
[2025-12-04T20:51:52.088080] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-19
[2025-12-04T20:51:52.166865] [INFO ] [main      ] GCBC: Lookback Days: 11, Magnitude: 0.67% | Symbol ETA: 15.2s | Global ETA: N/A
[2025-12-04T20:51:52.336358] [DEBUG] [METRICS   ] GCBC: 2025-12-03:2025-12-04: Predicted: -6.27%, Actual: 1.69%
[2025-12-04T20:51:52.505263] [DEBUG] [METRICS   ] GCBC: 2025-12-02:2025-12-03: Predicted: 1.00%, Actual: 0.20%
[2025-12-04T20:51:52.680505] [DEBUG] [METRICS   ] GCBC: 2025-12-01:2025-12-02: Predicted: 0.86%, Actual: 1.12%
[2025-12-04T20:51:52.856861] [DEBUG] [METRICS   ] GCBC: 2025-11-28:2025-12-01: Predicted: -0.80%, Actual: 1.13%
[2025-12-04T20:51:53.031657] [DEBUG] [METRICS   ] GCBC: 2025-11-26:2025-11-28: Predicted: 2.67%, Actual: 0.79%
[2025-12-04T20:51:53.205732] [DEBUG] [METRICS   ] GCBC: 2025-11-25:2025-11-26: Predicted: -4.53%, Actual: 1.31%
[2025-12-04T20:51:53.378442] [DEBUG] [METRICS   ] GCBC: 2025-11-24:2025-11-25: Predicted: 1.48%, Actual: 0.46%
[2025-12-04T20:51:53.552897] [DEBUG] [METRICS   ] GCBC: 2025-11-21:2025-11-24: Predicted: -0.48%, Actual: 1.58%
[2025-12-04T20:51:53.720063] [DEBUG] [METRICS   ] GCBC: 2025-11-20:2025-11-21: Predicted: 1.96%, Actual: 0.34%
[2025-12-04T20:51:53.887012] [DEBUG] [METRICS   ] GCBC: 2025-11-19:2025-11-20: Predicted: 0.67%, Actual: 0.36%
[2025-12-04T20:51:53.887340] [INFO ] [main      ] GCBC: Magnitude Forecast Confidence: 39.0668%
[2025-12-04T20:51:53.887437] [INFO ] [main      ] GCBC: DISCARDED add_late_session_pressure (score: 39.07%)
[2025-12-04T20:51:53.887483] [INFO ] [main      ] GCBC: Testing feature 20/53: add_micro_gap_fill_velocity
[2025-12-04T20:51:53.887514] [DEBUG] [main      ] Testing with features: ['add_true_range', 'add_atr_10', 'add_composite_volatility_context', 'add_micro_gap_fill_velocity']
[2025-12-04T20:51:53.887552] [DEBUG] [REMOTE    ] GCBC: Fetching historical data.
[2025-12-04T20:51:53.902140] [DEBUG] [REMOTE    ] GCBC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:51:53.902767] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 2
[2025-12-04T20:51:53.904032] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:51:53.904096] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:51:53.905935] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:51:53.906521] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:51:53.907492] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-04T20:51:53.909688] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:51:54.258073] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-12-02
[2025-12-04T20:51:54.427625] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-03
[2025-12-04T20:51:54.509174] [INFO ] [main      ] GCBC: Lookback Days: 2, Magnitude: -6.12% | Symbol ETA: 19.3s | Global ETA: N/A
[2025-12-04T20:51:54.509310] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 3
[2025-12-04T20:51:54.510233] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:51:54.510295] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:51:54.511979] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:51:54.512481] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:51:54.513409] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-04T20:51:54.515458] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:51:54.871028] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-12-01
[2025-12-04T20:51:55.044902] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-02
[2025-12-04T20:51:55.123328] [INFO ] [main      ] GCBC: Lookback Days: 3, Magnitude: 1.24% | Symbol ETA: 18.7s | Global ETA: N/A
[2025-12-04T20:51:55.123448] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 4
[2025-12-04T20:51:55.124325] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:51:55.124387] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:51:55.126032] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:51:55.126504] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:51:55.127384] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-04T20:51:55.129371] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:51:55.464091] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-28
[2025-12-04T20:51:55.630651] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-01
[2025-12-04T20:51:55.711210] [INFO ] [main      ] GCBC: Lookback Days: 4, Magnitude: -0.14% | Symbol ETA: 18.0s | Global ETA: N/A
[2025-12-04T20:51:55.711328] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 5
[2025-12-04T20:51:55.712194] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:51:55.712253] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:51:55.713877] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:51:55.714341] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:51:55.715217] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-04T20:51:55.717306] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:51:56.074144] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-26
[2025-12-04T20:51:56.271423] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-28
[2025-12-04T20:51:56.354556] [INFO ] [main      ] GCBC: Lookback Days: 5, Magnitude: 0.08% | Symbol ETA: 17.5s | Global ETA: N/A
[2025-12-04T20:51:56.354758] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 6
[2025-12-04T20:51:56.355720] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:51:56.355786] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:51:56.357448] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:51:56.357993] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:51:56.358962] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-04T20:51:56.360976] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:51:56.744809] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-25
[2025-12-04T20:51:56.936986] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-26
[2025-12-04T20:51:57.028953] [INFO ] [main      ] GCBC: Lookback Days: 6, Magnitude: 2.52% | Symbol ETA: 16.9s | Global ETA: N/A
[2025-12-04T20:51:57.029142] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 7
[2025-12-04T20:51:57.030325] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:51:57.030393] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:51:57.032448] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:51:57.033126] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:51:57.034171] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-04T20:51:57.036596] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:51:57.409668] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-24
[2025-12-04T20:51:57.604467] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-25
[2025-12-04T20:51:57.690853] [INFO ] [main      ] GCBC: Lookback Days: 7, Magnitude: -3.95% | Symbol ETA: 16.3s | Global ETA: N/A
[2025-12-04T20:51:57.691031] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 8
[2025-12-04T20:51:57.691984] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:51:57.692045] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:51:57.693721] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:51:57.694242] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:51:57.695153] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-04T20:51:57.697129] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:51:58.036918] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-21
[2025-12-04T20:51:58.223545] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-24
[2025-12-04T20:51:58.310256] [INFO ] [main      ] GCBC: Lookback Days: 8, Magnitude: 3.48% | Symbol ETA: 15.7s | Global ETA: N/A
[2025-12-04T20:51:58.310431] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 9
[2025-12-04T20:51:58.311431] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:51:58.311497] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:51:58.313280] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:51:58.313861] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:51:58.314797] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-04T20:51:58.316801] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:51:58.660672] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-20
[2025-12-04T20:51:58.828103] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-21
[2025-12-04T20:51:58.910025] [INFO ] [main      ] GCBC: Lookback Days: 9, Magnitude: -0.15% | Symbol ETA: 15.1s | Global ETA: N/A
[2025-12-04T20:51:58.910204] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 10
[2025-12-04T20:51:58.911160] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:51:58.911223] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:51:58.912955] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:51:58.913497] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:51:58.914460] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-04T20:51:58.916599] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:51:59.264060] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-19
[2025-12-04T20:51:59.435383] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-20
[2025-12-04T20:51:59.518080] [INFO ] [main      ] GCBC: Lookback Days: 10, Magnitude: 0.86% | Symbol ETA: 14.4s | Global ETA: N/A
[2025-12-04T20:51:59.518293] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 11
[2025-12-04T20:51:59.519284] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:51:59.519400] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:51:59.521078] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:51:59.521610] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:51:59.522502] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-04T20:51:59.524458] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:51:59.885988] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-18
[2025-12-04T20:52:00.060989] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-19
[2025-12-04T20:52:00.144726] [INFO ] [main      ] GCBC: Lookback Days: 11, Magnitude: 0.64% | Symbol ETA: 13.8s | Global ETA: N/A
[2025-12-04T20:52:00.447900] [DEBUG] [METRICS   ] GCBC: 2025-12-03:2025-12-04: Predicted: -6.12%, Actual: 1.69%
[2025-12-04T20:52:00.624794] [DEBUG] [METRICS   ] GCBC: 2025-12-02:2025-12-03: Predicted: 1.24%, Actual: 0.20%
[2025-12-04T20:52:00.794549] [DEBUG] [METRICS   ] GCBC: 2025-12-01:2025-12-02: Predicted: -0.14%, Actual: 1.12%
[2025-12-04T20:52:00.967370] [DEBUG] [METRICS   ] GCBC: 2025-11-28:2025-12-01: Predicted: 0.08%, Actual: 1.13%
[2025-12-04T20:52:01.160012] [DEBUG] [METRICS   ] GCBC: 2025-11-26:2025-11-28: Predicted: 2.52%, Actual: 0.79%
[2025-12-04T20:52:01.347370] [DEBUG] [METRICS   ] GCBC: 2025-11-25:2025-11-26: Predicted: -3.95%, Actual: 1.31%
[2025-12-04T20:52:01.527721] [DEBUG] [METRICS   ] GCBC: 2025-11-24:2025-11-25: Predicted: 3.48%, Actual: 0.46%
[2025-12-04T20:52:01.703387] [DEBUG] [METRICS   ] GCBC: 2025-11-21:2025-11-24: Predicted: -0.15%, Actual: 1.58%
[2025-12-04T20:52:01.876992] [DEBUG] [METRICS   ] GCBC: 2025-11-20:2025-11-21: Predicted: 0.86%, Actual: 0.34%
[2025-12-04T20:52:02.050491] [DEBUG] [METRICS   ] GCBC: 2025-11-19:2025-11-20: Predicted: 0.64%, Actual: 0.36%
[2025-12-04T20:52:02.050761] [INFO ] [main      ] GCBC: Magnitude Forecast Confidence: 28.5884%
[2025-12-04T20:52:02.050844] [INFO ] [main      ] GCBC: DISCARDED add_micro_gap_fill_velocity (score: 28.59%)
[2025-12-04T20:52:02.050887] [INFO ] [main      ] GCBC: Testing feature 21/53: add_morning_followthrough_mag_T0
[2025-12-04T20:52:02.050919] [DEBUG] [main      ] Testing with features: ['add_true_range', 'add_atr_10', 'add_composite_volatility_context', 'add_morning_followthrough_mag_T0']
[2025-12-04T20:52:02.050953] [DEBUG] [REMOTE    ] GCBC: Fetching historical data.
[2025-12-04T20:52:02.062277] [DEBUG] [REMOTE    ] GCBC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:52:02.062721] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 2
[2025-12-04T20:52:02.063764] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:52:02.063825] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:52:02.065509] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:52:02.066041] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:52:02.066929] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-04T20:52:02.067658] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:52:02.432324] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-12-02
[2025-12-04T20:52:02.606350] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-03
[2025-12-04T20:52:02.687868] [INFO ] [main      ] GCBC: Lookback Days: 2, Magnitude: -3.90% | Symbol ETA: 18.7s | Global ETA: N/A
[2025-12-04T20:52:02.688055] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 3
[2025-12-04T20:52:02.689095] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:52:02.689195] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:52:02.691056] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:52:02.691636] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:52:02.692670] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-04T20:52:02.693481] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:52:03.039161] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-12-01
[2025-12-04T20:52:03.213339] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-02
[2025-12-04T20:52:03.296066] [INFO ] [main      ] GCBC: Lookback Days: 3, Magnitude: 3.72% | Symbol ETA: 18.0s | Global ETA: N/A
[2025-12-04T20:52:03.296248] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 4
[2025-12-04T20:52:03.297256] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:52:03.297329] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:52:03.299196] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:52:03.299760] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:52:03.300758] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-04T20:52:03.301458] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:52:03.663111] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-28
[2025-12-04T20:52:03.832688] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-01
[2025-12-04T20:52:03.909376] [INFO ] [main      ] GCBC: Lookback Days: 4, Magnitude: -0.98% | Symbol ETA: 17.4s | Global ETA: N/A
[2025-12-04T20:52:03.909507] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 5
[2025-12-04T20:52:03.910416] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:52:03.910480] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:52:03.912151] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:52:03.912658] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:52:03.913537] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-04T20:52:03.914216] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:52:04.247033] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-26
[2025-12-04T20:52:04.411907] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-28
[2025-12-04T20:52:04.489538] [INFO ] [main      ] GCBC: Lookback Days: 5, Magnitude: -1.72% | Symbol ETA: 16.7s | Global ETA: N/A
[2025-12-04T20:52:04.489701] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 6
[2025-12-04T20:52:04.490630] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:52:04.490694] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:52:04.492471] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:52:04.493011] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:52:04.493930] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-04T20:52:04.494681] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:52:04.845743] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-25
[2025-12-04T20:52:05.017027] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-26
[2025-12-04T20:52:05.093625] [INFO ] [main      ] GCBC: Lookback Days: 6, Magnitude: 2.79% | Symbol ETA: 16.1s | Global ETA: N/A
[2025-12-04T20:52:05.093794] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 7
[2025-12-04T20:52:05.094762] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:52:05.094823] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:52:05.096510] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:52:05.097058] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:52:05.097970] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-04T20:52:05.098722] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:52:05.456447] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-24
[2025-12-04T20:52:05.659520] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-25
[2025-12-04T20:52:05.741460] [INFO ] [main      ] GCBC: Lookback Days: 7, Magnitude: -3.03% | Symbol ETA: 15.5s | Global ETA: N/A
[2025-12-04T20:52:05.741674] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 8
[2025-12-04T20:52:05.742643] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:52:05.742708] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:52:05.744451] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:52:05.745044] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:52:05.745985] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-04T20:52:05.746788] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:52:06.093137] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-21
[2025-12-04T20:52:06.269983] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-24
[2025-12-04T20:52:06.351351] [INFO ] [main      ] GCBC: Lookback Days: 8, Magnitude: 1.48% | Symbol ETA: 14.9s | Global ETA: N/A
[2025-12-04T20:52:06.351545] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 9
[2025-12-04T20:52:06.352503] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:52:06.352590] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:52:06.354261] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:52:06.354796] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:52:06.355706] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-04T20:52:06.356365] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:52:06.698806] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-20
[2025-12-04T20:52:06.872806] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-21
[2025-12-04T20:52:06.952613] [INFO ] [main      ] GCBC: Lookback Days: 9, Magnitude: -0.70% | Symbol ETA: 14.3s | Global ETA: N/A
[2025-12-04T20:52:06.952788] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 10
[2025-12-04T20:52:06.953794] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:52:06.953857] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:52:06.955565] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:52:06.956137] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:52:06.957058] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-04T20:52:06.957767] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:52:07.307229] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-19
[2025-12-04T20:52:07.486062] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-20
[2025-12-04T20:52:07.568016] [INFO ] [main      ] GCBC: Lookback Days: 10, Magnitude: 0.49% | Symbol ETA: 13.7s | Global ETA: N/A
[2025-12-04T20:52:07.568214] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 11
[2025-12-04T20:52:07.569554] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:52:07.569639] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:52:07.571452] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:52:07.572058] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:52:07.573043] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-04T20:52:07.573788] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:52:07.939560] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-18
[2025-12-04T20:52:08.114974] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-19
[2025-12-04T20:52:08.195514] [INFO ] [main      ] GCBC: Lookback Days: 11, Magnitude: 3.51% | Symbol ETA: 13.1s | Global ETA: N/A
[2025-12-04T20:52:08.371001] [DEBUG] [METRICS   ] GCBC: 2025-12-03:2025-12-04: Predicted: -3.90%, Actual: 1.69%
[2025-12-04T20:52:08.546247] [DEBUG] [METRICS   ] GCBC: 2025-12-02:2025-12-03: Predicted: 3.72%, Actual: 0.20%
[2025-12-04T20:52:08.732554] [DEBUG] [METRICS   ] GCBC: 2025-12-01:2025-12-02: Predicted: -0.98%, Actual: 1.12%
[2025-12-04T20:52:08.915668] [DEBUG] [METRICS   ] GCBC: 2025-11-28:2025-12-01: Predicted: -1.72%, Actual: 1.13%
[2025-12-04T20:52:09.094094] [DEBUG] [METRICS   ] GCBC: 2025-11-26:2025-11-28: Predicted: 2.79%, Actual: 0.79%
[2025-12-04T20:52:09.259529] [DEBUG] [METRICS   ] GCBC: 2025-11-25:2025-11-26: Predicted: -3.03%, Actual: 1.31%
[2025-12-04T20:52:09.422708] [DEBUG] [METRICS   ] GCBC: 2025-11-24:2025-11-25: Predicted: 1.48%, Actual: 0.46%
[2025-12-04T20:52:09.590479] [DEBUG] [METRICS   ] GCBC: 2025-11-21:2025-11-24: Predicted: -0.70%, Actual: 1.58%
[2025-12-04T20:52:09.764155] [DEBUG] [METRICS   ] GCBC: 2025-11-20:2025-11-21: Predicted: 0.49%, Actual: 0.34%
[2025-12-04T20:52:09.929353] [DEBUG] [METRICS   ] GCBC: 2025-11-19:2025-11-20: Predicted: 3.51%, Actual: 0.36%
[2025-12-04T20:52:09.929553] [INFO ] [main      ] GCBC: Magnitude Forecast Confidence: 41.2455%
[2025-12-04T20:52:09.929643] [INFO ] [main      ] GCBC: DISCARDED add_morning_followthrough_mag_T0 (score: 41.25%)
[2025-12-04T20:52:09.929687] [INFO ] [main      ] GCBC: Testing feature 22/53: add_morning_range_expansion
[2025-12-04T20:52:09.929719] [DEBUG] [main      ] Testing with features: ['add_true_range', 'add_atr_10', 'add_composite_volatility_context', 'add_morning_range_expansion']
[2025-12-04T20:52:09.929753] [DEBUG] [REMOTE    ] GCBC: Fetching historical data.
[2025-12-04T20:52:09.943693] [DEBUG] [REMOTE    ] GCBC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:52:09.944297] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 2
[2025-12-04T20:52:09.945482] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:52:09.945556] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:52:09.947515] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:52:09.948141] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:52:09.949148] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-04T20:52:09.953841] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:52:10.316028] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-12-02
[2025-12-04T20:52:10.543326] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-03
[2025-12-04T20:52:10.662726] [INFO ] [main      ] GCBC: Lookback Days: 2, Magnitude: -6.11% | Symbol ETA: 18.1s | Global ETA: N/A
[2025-12-04T20:52:10.662943] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 3
[2025-12-04T20:52:10.664091] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:52:10.664170] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:52:10.666230] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:52:10.666859] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:52:10.667932] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-04T20:52:10.677998] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:52:11.184177] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-12-01
[2025-12-04T20:52:11.382105] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-02
[2025-12-04T20:52:11.464516] [INFO ] [main      ] GCBC: Lookback Days: 3, Magnitude: 4.73% | Symbol ETA: 17.7s | Global ETA: N/A
[2025-12-04T20:52:11.464715] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 4
[2025-12-04T20:52:11.465650] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:52:11.465713] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:52:11.467389] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:52:11.467934] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:52:11.468888] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-04T20:52:11.473370] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:52:11.831706] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-28
[2025-12-04T20:52:11.999303] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-01
[2025-12-04T20:52:12.078812] [INFO ] [main      ] GCBC: Lookback Days: 4, Magnitude: 0.58% | Symbol ETA: 16.6s | Global ETA: N/A
[2025-12-04T20:52:12.078938] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 5
[2025-12-04T20:52:12.079839] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:52:12.079900] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:52:12.081590] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:52:12.082102] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:52:12.082984] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-04T20:52:12.087172] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:52:12.437313] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-26
[2025-12-04T20:52:12.610972] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-28
[2025-12-04T20:52:12.690602] [INFO ] [main      ] GCBC: Lookback Days: 5, Magnitude: -0.74% | Symbol ETA: 15.7s | Global ETA: N/A
[2025-12-04T20:52:12.690724] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 6
[2025-12-04T20:52:12.691664] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:52:12.691732] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:52:12.693482] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:52:12.694025] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:52:12.694933] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-04T20:52:12.699210] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:52:13.041016] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-25
[2025-12-04T20:52:13.209439] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-26
[2025-12-04T20:52:13.294782] [INFO ] [main      ] GCBC: Lookback Days: 6, Magnitude: 2.31% | Symbol ETA: 15.0s | Global ETA: N/A
[2025-12-04T20:52:13.294972] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 7
[2025-12-04T20:52:13.296249] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:52:13.296340] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:52:13.298311] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:52:13.298894] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:52:13.299880] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-04T20:52:13.304364] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:52:13.675713] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-24
[2025-12-04T20:52:13.845860] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-25
[2025-12-04T20:52:13.928735] [INFO ] [main      ] GCBC: Lookback Days: 7, Magnitude: -3.44% | Symbol ETA: 14.3s | Global ETA: N/A
[2025-12-04T20:52:13.928937] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 8
[2025-12-04T20:52:13.929983] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:52:13.930046] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:52:13.931744] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:52:13.932270] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:52:13.933183] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-04T20:52:13.937363] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:52:14.285665] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-21
[2025-12-04T20:52:14.460678] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-24
[2025-12-04T20:52:14.554809] [INFO ] [main      ] GCBC: Lookback Days: 8, Magnitude: 2.18% | Symbol ETA: 13.6s | Global ETA: N/A
[2025-12-04T20:52:14.554966] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 9
[2025-12-04T20:52:14.556323] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:52:14.556407] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:52:14.558955] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:52:14.559673] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:52:14.560940] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-04T20:52:14.567158] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:52:15.080272] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-20
[2025-12-04T20:52:15.257996] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-21
[2025-12-04T20:52:15.336554] [INFO ] [main      ] GCBC: Lookback Days: 9, Magnitude: 0.11% | Symbol ETA: 13.0s | Global ETA: N/A
[2025-12-04T20:52:15.336761] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 10
[2025-12-04T20:52:15.337750] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:52:15.337844] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:52:15.339623] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:52:15.340209] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:52:15.341182] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-04T20:52:15.345557] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:52:15.684537] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-19
[2025-12-04T20:52:15.854042] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-20
[2025-12-04T20:52:15.941158] [INFO ] [main      ] GCBC: Lookback Days: 10, Magnitude: 0.22% | Symbol ETA: 12.3s | Global ETA: N/A
[2025-12-04T20:52:15.941338] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 11
[2025-12-04T20:52:15.942290] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:52:15.942353] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:52:15.944130] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:52:15.944692] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:52:15.945651] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-04T20:52:15.950111] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:52:16.307674] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-18
[2025-12-04T20:52:16.490888] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-19
[2025-12-04T20:52:16.576311] [INFO ] [main      ] GCBC: Lookback Days: 11, Magnitude: 2.03% | Symbol ETA: 11.6s | Global ETA: N/A
[2025-12-04T20:52:16.764499] [DEBUG] [METRICS   ] GCBC: 2025-12-03:2025-12-04: Predicted: -6.11%, Actual: 1.69%
[2025-12-04T20:52:16.942081] [DEBUG] [METRICS   ] GCBC: 2025-12-02:2025-12-03: Predicted: 4.73%, Actual: 0.20%
[2025-12-04T20:52:17.115482] [DEBUG] [METRICS   ] GCBC: 2025-12-01:2025-12-02: Predicted: 0.58%, Actual: 1.12%
[2025-12-04T20:52:17.287946] [DEBUG] [METRICS   ] GCBC: 2025-11-28:2025-12-01: Predicted: -0.74%, Actual: 1.13%
[2025-12-04T20:52:17.462933] [DEBUG] [METRICS   ] GCBC: 2025-11-26:2025-11-28: Predicted: 2.31%, Actual: 0.79%
[2025-12-04T20:52:17.647842] [DEBUG] [METRICS   ] GCBC: 2025-11-25:2025-11-26: Predicted: -3.44%, Actual: 1.31%
[2025-12-04T20:52:17.830497] [DEBUG] [METRICS   ] GCBC: 2025-11-24:2025-11-25: Predicted: 2.18%, Actual: 0.46%
[2025-12-04T20:52:18.006992] [DEBUG] [METRICS   ] GCBC: 2025-11-21:2025-11-24: Predicted: 0.11%, Actual: 1.58%
[2025-12-04T20:52:18.193902] [DEBUG] [METRICS   ] GCBC: 2025-11-20:2025-11-21: Predicted: 0.22%, Actual: 0.34%
[2025-12-04T20:52:18.378745] [DEBUG] [METRICS   ] GCBC: 2025-11-19:2025-11-20: Predicted: 2.03%, Actual: 0.36%
[2025-12-04T20:52:18.379064] [INFO ] [main      ] GCBC: Magnitude Forecast Confidence: 34.0502%
[2025-12-04T20:52:18.379166] [INFO ] [main      ] GCBC: DISCARDED add_morning_range_expansion (score: 34.05%)
[2025-12-04T20:52:18.379211] [INFO ] [main      ] GCBC: Testing feature 23/53: add_open_11_elasticity
[2025-12-04T20:52:18.379243] [DEBUG] [main      ] Testing with features: ['add_true_range', 'add_atr_10', 'add_composite_volatility_context', 'add_open_11_elasticity']
[2025-12-04T20:52:18.379281] [DEBUG] [REMOTE    ] GCBC: Fetching historical data.
[2025-12-04T20:52:18.392964] [DEBUG] [REMOTE    ] GCBC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:52:18.393523] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 2
[2025-12-04T20:52:18.394827] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:52:18.394928] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:52:18.396890] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:52:18.397512] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:52:18.398605] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-04T20:52:18.399900] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:52:18.752150] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-12-02
[2025-12-04T20:52:18.928177] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-03
[2025-12-04T20:52:19.009919] [INFO ] [main      ] GCBC: Lookback Days: 2, Magnitude: -5.04% | Symbol ETA: 17.1s | Global ETA: N/A
[2025-12-04T20:52:19.010153] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 3
[2025-12-04T20:52:19.011187] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:52:19.011254] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:52:19.013003] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:52:19.013539] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:52:19.014454] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-04T20:52:19.015677] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:52:19.370774] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-12-01
[2025-12-04T20:52:19.553669] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-02
[2025-12-04T20:52:19.644322] [INFO ] [main      ] GCBC: Lookback Days: 3, Magnitude: 4.76% | Symbol ETA: 16.5s | Global ETA: N/A
[2025-12-04T20:52:19.644514] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 4
[2025-12-04T20:52:19.645530] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:52:19.645611] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:52:19.647424] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:52:19.648079] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:52:19.649129] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-04T20:52:19.650397] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:52:20.005099] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-28
[2025-12-04T20:52:20.176952] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-01
[2025-12-04T20:52:20.255839] [INFO ] [main      ] GCBC: Lookback Days: 4, Magnitude: -0.97% | Symbol ETA: 15.9s | Global ETA: N/A
[2025-12-04T20:52:20.256017] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 5
[2025-12-04T20:52:20.256977] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:52:20.257038] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:52:20.258797] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:52:20.259326] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:52:20.260240] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-04T20:52:20.261382] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:52:20.622642] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-26
[2025-12-04T20:52:20.811401] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-28
[2025-12-04T20:52:20.891520] [INFO ] [main      ] GCBC: Lookback Days: 5, Magnitude: -1.02% | Symbol ETA: 15.3s | Global ETA: N/A
[2025-12-04T20:52:20.891735] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 6
[2025-12-04T20:52:20.892725] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:52:20.892789] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:52:20.894566] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:52:20.895171] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:52:20.896128] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-04T20:52:20.897316] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:52:21.248097] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-25
[2025-12-04T20:52:21.420130] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-26
[2025-12-04T20:52:21.499629] [INFO ] [main      ] GCBC: Lookback Days: 6, Magnitude: 1.74% | Symbol ETA: 14.6s | Global ETA: N/A
[2025-12-04T20:52:21.499810] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 7
[2025-12-04T20:52:21.500815] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:52:21.500898] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:52:21.502793] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:52:21.503340] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:52:21.504272] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-04T20:52:21.505452] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:52:21.839755] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-24
[2025-12-04T20:52:22.004646] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-25
[2025-12-04T20:52:22.080824] [INFO ] [main      ] GCBC: Lookback Days: 7, Magnitude: -2.61% | Symbol ETA: 14.0s | Global ETA: N/A
[2025-12-04T20:52:22.080948] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 8
[2025-12-04T20:52:22.081827] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:52:22.081886] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:52:22.083500] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:52:22.084015] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:52:22.084888] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-04T20:52:22.086024] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:52:22.423937] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-21
[2025-12-04T20:52:22.596137] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-24
[2025-12-04T20:52:22.670747] [INFO ] [main      ] GCBC: Lookback Days: 8, Magnitude: 2.35% | Symbol ETA: 13.4s | Global ETA: N/A
[2025-12-04T20:52:22.670868] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 9
[2025-12-04T20:52:22.671758] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:52:22.671829] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:52:22.673452] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:52:22.673960] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:52:22.674857] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-04T20:52:22.676010] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:52:23.020727] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-20
[2025-12-04T20:52:23.192313] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-21
[2025-12-04T20:52:23.267816] [INFO ] [main      ] GCBC: Lookback Days: 9, Magnitude: -0.34% | Symbol ETA: 12.7s | Global ETA: N/A
[2025-12-04T20:52:23.267944] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 10
[2025-12-04T20:52:23.268989] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:52:23.269062] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:52:23.270732] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:52:23.271238] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:52:23.272133] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-04T20:52:23.273373] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:52:23.614965] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-19
[2025-12-04T20:52:23.790079] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-20
[2025-12-04T20:52:23.866659] [INFO ] [main      ] GCBC: Lookback Days: 10, Magnitude: 1.06% | Symbol ETA: 12.1s | Global ETA: N/A
[2025-12-04T20:52:23.866785] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 11
[2025-12-04T20:52:23.867702] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:52:23.867765] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:52:23.869477] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:52:23.870141] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:52:23.871072] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-04T20:52:23.872253] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:52:24.224183] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-18
[2025-12-04T20:52:24.395501] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-19
[2025-12-04T20:52:24.469327] [INFO ] [main      ] GCBC: Lookback Days: 11, Magnitude: 2.65% | Symbol ETA: 11.5s | Global ETA: N/A
[2025-12-04T20:52:24.645784] [DEBUG] [METRICS   ] GCBC: 2025-12-03:2025-12-04: Predicted: -5.04%, Actual: 1.69%
[2025-12-04T20:52:24.833655] [DEBUG] [METRICS   ] GCBC: 2025-12-02:2025-12-03: Predicted: 4.76%, Actual: 0.20%
[2025-12-04T20:52:25.005111] [DEBUG] [METRICS   ] GCBC: 2025-12-01:2025-12-02: Predicted: -0.97%, Actual: 1.12%
[2025-12-04T20:52:25.173756] [DEBUG] [METRICS   ] GCBC: 2025-11-28:2025-12-01: Predicted: -1.02%, Actual: 1.13%
[2025-12-04T20:52:25.340088] [DEBUG] [METRICS   ] GCBC: 2025-11-26:2025-11-28: Predicted: 1.74%, Actual: 0.79%
[2025-12-04T20:52:25.508673] [DEBUG] [METRICS   ] GCBC: 2025-11-25:2025-11-26: Predicted: -2.61%, Actual: 1.31%
[2025-12-04T20:52:25.675802] [DEBUG] [METRICS   ] GCBC: 2025-11-24:2025-11-25: Predicted: 2.35%, Actual: 0.46%
[2025-12-04T20:52:25.844225] [DEBUG] [METRICS   ] GCBC: 2025-11-21:2025-11-24: Predicted: -0.34%, Actual: 1.58%
[2025-12-04T20:52:26.011964] [DEBUG] [METRICS   ] GCBC: 2025-11-20:2025-11-21: Predicted: 1.06%, Actual: 0.34%
[2025-12-04T20:52:26.180519] [DEBUG] [METRICS   ] GCBC: 2025-11-19:2025-11-20: Predicted: 2.65%, Actual: 0.36%
[2025-12-04T20:52:26.180758] [INFO ] [main      ] GCBC: Magnitude Forecast Confidence: 37.9936%
[2025-12-04T20:52:26.180835] [INFO ] [main      ] GCBC: DISCARDED add_open_11_elasticity (score: 37.99%)
[2025-12-04T20:52:26.180875] [INFO ] [main      ] GCBC: Testing feature 24/53: add_open_reversal_intensity
[2025-12-04T20:52:26.180909] [DEBUG] [main      ] Testing with features: ['add_true_range', 'add_atr_10', 'add_composite_volatility_context', 'add_open_reversal_intensity']
[2025-12-04T20:52:26.180943] [DEBUG] [REMOTE    ] GCBC: Fetching historical data.
[2025-12-04T20:52:26.192329] [DEBUG] [REMOTE    ] GCBC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:52:26.192743] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 2
[2025-12-04T20:52:26.193780] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:52:26.193838] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:52:26.195472] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:52:26.196032] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:52:26.196964] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-04T20:52:26.198392] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:52:26.531469] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-12-02
[2025-12-04T20:52:26.696954] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-03
[2025-12-04T20:52:26.770205] [INFO ] [main      ] GCBC: Lookback Days: 2, Magnitude: -5.51% | Symbol ETA: 15.0s | Global ETA: N/A
[2025-12-04T20:52:26.770326] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 3
[2025-12-04T20:52:26.771231] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:52:26.771292] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:52:26.772972] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:52:26.773465] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:52:26.774367] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-04T20:52:26.775754] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:52:27.110122] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-12-01
[2025-12-04T20:52:27.279643] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-02
[2025-12-04T20:52:27.356969] [INFO ] [main      ] GCBC: Lookback Days: 3, Magnitude: 4.90% | Symbol ETA: 14.5s | Global ETA: N/A
[2025-12-04T20:52:27.357095] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 4
[2025-12-04T20:52:27.357973] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:52:27.358032] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:52:27.359668] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:52:27.360179] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:52:27.361063] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-04T20:52:27.362381] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:52:27.697662] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-28
[2025-12-04T20:52:27.862379] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-01
[2025-12-04T20:52:27.936738] [INFO ] [main      ] GCBC: Lookback Days: 4, Magnitude: 0.02% | Symbol ETA: 13.9s | Global ETA: N/A
[2025-12-04T20:52:27.936875] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 5
[2025-12-04T20:52:27.937738] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:52:27.937799] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:52:27.939441] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:52:27.939926] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:52:27.940807] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-04T20:52:27.942111] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:52:28.272500] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-26
[2025-12-04T20:52:28.437658] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-28
[2025-12-04T20:52:28.513505] [INFO ] [main      ] GCBC: Lookback Days: 5, Magnitude: 0.12% | Symbol ETA: 13.3s | Global ETA: N/A
[2025-12-04T20:52:28.513644] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 6
[2025-12-04T20:52:28.514475] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:52:28.514535] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:52:28.516134] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:52:28.516619] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:52:28.517482] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-04T20:52:28.518898] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:52:28.852878] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-25
[2025-12-04T20:52:29.017226] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-26
[2025-12-04T20:52:29.091428] [INFO ] [main      ] GCBC: Lookback Days: 6, Magnitude: 1.22% | Symbol ETA: 12.7s | Global ETA: N/A
[2025-12-04T20:52:29.091544] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 7
[2025-12-04T20:52:29.092399] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:52:29.092483] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:52:29.094105] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:52:29.094595] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:52:29.095467] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-04T20:52:29.096804] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:52:29.431847] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-24
[2025-12-04T20:52:29.600458] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-25
[2025-12-04T20:52:29.676915] [INFO ] [main      ] GCBC: Lookback Days: 7, Magnitude: -3.11% | Symbol ETA: 12.2s | Global ETA: N/A
[2025-12-04T20:52:29.677028] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 8
[2025-12-04T20:52:29.677882] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:52:29.677941] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:52:29.679562] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:52:29.680045] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:52:29.680933] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-04T20:52:29.682240] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:52:30.012370] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-21
[2025-12-04T20:52:30.175295] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-24
[2025-12-04T20:52:30.247707] [INFO ] [main      ] GCBC: Lookback Days: 8, Magnitude: 2.49% | Symbol ETA: 11.6s | Global ETA: N/A
[2025-12-04T20:52:30.247821] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 9
[2025-12-04T20:52:30.248734] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:52:30.248794] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:52:30.250394] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:52:30.250879] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:52:30.251776] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-04T20:52:30.253087] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:52:30.585242] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-20
[2025-12-04T20:52:30.757232] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-21
[2025-12-04T20:52:30.835237] [INFO ] [main      ] GCBC: Lookback Days: 9, Magnitude: -1.02% | Symbol ETA: 11.0s | Global ETA: N/A
[2025-12-04T20:52:30.835365] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 10
[2025-12-04T20:52:30.836263] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:52:30.836322] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:52:30.838006] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:52:30.838551] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:52:30.839474] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-04T20:52:30.840830] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:52:31.178929] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-19
[2025-12-04T20:52:31.349632] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-20
[2025-12-04T20:52:31.424870] [INFO ] [main      ] GCBC: Lookback Days: 10, Magnitude: -0.04% | Symbol ETA: 10.4s | Global ETA: N/A
[2025-12-04T20:52:31.424993] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 11
[2025-12-04T20:52:31.425908] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:52:31.425970] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:52:31.427651] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:52:31.428161] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:52:31.431961] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-04T20:52:31.433366] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:52:31.783031] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-18
[2025-12-04T20:52:31.957162] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-19
[2025-12-04T20:52:32.031365] [INFO ] [main      ] GCBC: Lookback Days: 11, Magnitude: 2.81% | Symbol ETA: 9.8s | Global ETA: N/A
[2025-12-04T20:52:32.208456] [DEBUG] [METRICS   ] GCBC: 2025-12-03:2025-12-04: Predicted: -5.51%, Actual: 1.69%
[2025-12-04T20:52:32.381703] [DEBUG] [METRICS   ] GCBC: 2025-12-02:2025-12-03: Predicted: 4.90%, Actual: 0.20%
[2025-12-04T20:52:32.562507] [DEBUG] [METRICS   ] GCBC: 2025-12-01:2025-12-02: Predicted: 0.02%, Actual: 1.12%
[2025-12-04T20:52:32.731525] [DEBUG] [METRICS   ] GCBC: 2025-11-28:2025-12-01: Predicted: 0.12%, Actual: 1.13%
[2025-12-04T20:52:32.898369] [DEBUG] [METRICS   ] GCBC: 2025-11-26:2025-11-28: Predicted: 1.22%, Actual: 0.79%
[2025-12-04T20:52:33.061323] [DEBUG] [METRICS   ] GCBC: 2025-11-25:2025-11-26: Predicted: -3.11%, Actual: 1.31%
[2025-12-04T20:52:33.224679] [DEBUG] [METRICS   ] GCBC: 2025-11-24:2025-11-25: Predicted: 2.49%, Actual: 0.46%
[2025-12-04T20:52:33.386940] [DEBUG] [METRICS   ] GCBC: 2025-11-21:2025-11-24: Predicted: -1.02%, Actual: 1.58%
[2025-12-04T20:52:33.555752] [DEBUG] [METRICS   ] GCBC: 2025-11-20:2025-11-21: Predicted: -0.04%, Actual: 0.34%
[2025-12-04T20:52:33.720346] [DEBUG] [METRICS   ] GCBC: 2025-11-19:2025-11-20: Predicted: 2.81%, Actual: 0.36%
[2025-12-04T20:52:33.720555] [INFO ] [main      ] GCBC: Magnitude Forecast Confidence: 28.2909%
[2025-12-04T20:52:33.720666] [INFO ] [main      ] GCBC: DISCARDED add_open_reversal_intensity (score: 28.29%)
[2025-12-04T20:52:33.720710] [INFO ] [main      ] GCBC: Testing feature 25/53: add_open_vs_close_liquidity_ratio
[2025-12-04T20:52:33.720741] [DEBUG] [main      ] Testing with features: ['add_true_range', 'add_atr_10', 'add_composite_volatility_context', 'add_open_vs_close_liquidity_ratio']
[2025-12-04T20:52:33.720775] [DEBUG] [REMOTE    ] GCBC: Fetching historical data.
[2025-12-04T20:52:33.731322] [DEBUG] [REMOTE    ] GCBC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:52:33.731701] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 2
[2025-12-04T20:52:33.732670] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:52:33.732728] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:52:33.734362] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:52:33.734876] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:52:33.735782] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-04T20:52:33.737304] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:52:34.087334] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-12-02
[2025-12-04T20:52:34.277137] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-03
[2025-12-04T20:52:34.357336] [INFO ] [main      ] GCBC: Lookback Days: 2, Magnitude: -3.68% | Symbol ETA: 14.4s | Global ETA: N/A
[2025-12-04T20:52:34.357547] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 3
[2025-12-04T20:52:34.358640] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:52:34.358706] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:52:34.360473] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:52:34.361071] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:52:34.362070] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-04T20:52:34.363716] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:52:34.724432] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-12-01
[2025-12-04T20:52:34.903152] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-02
[2025-12-04T20:52:34.993562] [INFO ] [main      ] GCBC: Lookback Days: 3, Magnitude: 5.51% | Symbol ETA: 13.8s | Global ETA: N/A
[2025-12-04T20:52:34.993792] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 4
[2025-12-04T20:52:34.994782] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:52:34.994848] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:52:34.996647] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:52:34.997218] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:52:34.998183] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-04T20:52:35.000083] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:52:35.350302] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-28
[2025-12-04T20:52:35.526533] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-01
[2025-12-04T20:52:35.606819] [INFO ] [main      ] GCBC: Lookback Days: 4, Magnitude: -0.11% | Symbol ETA: 13.2s | Global ETA: N/A
[2025-12-04T20:52:35.606996] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 5
[2025-12-04T20:52:35.608097] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:52:35.608171] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:52:35.610057] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:52:35.610665] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:52:35.611678] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-04T20:52:35.613593] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:52:35.969897] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-26
[2025-12-04T20:52:36.153704] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-28
[2025-12-04T20:52:36.239108] [INFO ] [main      ] GCBC: Lookback Days: 5, Magnitude: -0.84% | Symbol ETA: 12.6s | Global ETA: N/A
[2025-12-04T20:52:36.239291] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 6
[2025-12-04T20:52:36.240251] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:52:36.240314] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:52:36.241997] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:52:36.242489] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:52:36.243412] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-04T20:52:36.244933] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:52:36.588966] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-25
[2025-12-04T20:52:36.764510] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-26
[2025-12-04T20:52:36.845356] [INFO ] [main      ] GCBC: Lookback Days: 6, Magnitude: 1.75% | Symbol ETA: 11.9s | Global ETA: N/A
[2025-12-04T20:52:36.845535] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 7
[2025-12-04T20:52:36.846672] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:52:36.846740] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:52:36.848662] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:52:36.849243] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:52:36.850215] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-04T20:52:36.851887] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:52:37.215377] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-24
[2025-12-04T20:52:37.396994] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-25
[2025-12-04T20:52:37.477506] [INFO ] [main      ] GCBC: Lookback Days: 7, Magnitude: -3.24% | Symbol ETA: 11.3s | Global ETA: N/A
[2025-12-04T20:52:37.477714] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 8
[2025-12-04T20:52:37.478713] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:52:37.478773] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:52:37.480417] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:52:37.480943] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:52:37.481894] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-04T20:52:37.483618] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:52:37.834069] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-21
[2025-12-04T20:52:38.009300] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-24
[2025-12-04T20:52:38.092511] [INFO ] [main      ] GCBC: Lookback Days: 8, Magnitude: 1.31% | Symbol ETA: 10.7s | Global ETA: N/A
[2025-12-04T20:52:38.092717] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 9
[2025-12-04T20:52:38.093707] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:52:38.093770] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:52:38.095479] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:52:38.096016] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:52:38.097010] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-04T20:52:38.098840] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:52:38.441731] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-20
[2025-12-04T20:52:38.617220] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-21
[2025-12-04T20:52:38.698102] [INFO ] [main      ] GCBC: Lookback Days: 9, Magnitude: -0.50% | Symbol ETA: 10.0s | Global ETA: N/A
[2025-12-04T20:52:38.698308] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 10
[2025-12-04T20:52:38.699399] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:52:38.699472] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:52:38.701327] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:52:38.701913] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:52:38.702891] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-04T20:52:38.704544] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:52:39.062891] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-19
[2025-12-04T20:52:39.242762] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-20
[2025-12-04T20:52:39.321246] [INFO ] [main      ] GCBC: Lookback Days: 10, Magnitude: 1.12% | Symbol ETA: 9.4s | Global ETA: N/A
[2025-12-04T20:52:39.321427] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 11
[2025-12-04T20:52:39.322426] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:52:39.322490] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:52:39.324278] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:52:39.324841] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:52:39.325897] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-04T20:52:39.327452] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:52:39.668792] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-18
[2025-12-04T20:52:39.838348] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-19
[2025-12-04T20:52:39.919436] [INFO ] [main      ] GCBC: Lookback Days: 11, Magnitude: 2.83% | Symbol ETA: 8.8s | Global ETA: N/A
[2025-12-04T20:52:40.092095] [DEBUG] [METRICS   ] GCBC: 2025-12-03:2025-12-04: Predicted: -3.68%, Actual: 1.69%
[2025-12-04T20:52:40.268965] [DEBUG] [METRICS   ] GCBC: 2025-12-02:2025-12-03: Predicted: 5.51%, Actual: 0.20%
[2025-12-04T20:52:40.441295] [DEBUG] [METRICS   ] GCBC: 2025-12-01:2025-12-02: Predicted: -0.11%, Actual: 1.12%
[2025-12-04T20:52:40.618891] [DEBUG] [METRICS   ] GCBC: 2025-11-28:2025-12-01: Predicted: -0.84%, Actual: 1.13%
[2025-12-04T20:52:40.786297] [DEBUG] [METRICS   ] GCBC: 2025-11-26:2025-11-28: Predicted: 1.75%, Actual: 0.79%
[2025-12-04T20:52:40.954413] [DEBUG] [METRICS   ] GCBC: 2025-11-25:2025-11-26: Predicted: -3.24%, Actual: 1.31%
[2025-12-04T20:52:41.121628] [DEBUG] [METRICS   ] GCBC: 2025-11-24:2025-11-25: Predicted: 1.31%, Actual: 0.46%
[2025-12-04T20:52:41.290624] [DEBUG] [METRICS   ] GCBC: 2025-11-21:2025-11-24: Predicted: -0.50%, Actual: 1.58%
[2025-12-04T20:52:41.463348] [DEBUG] [METRICS   ] GCBC: 2025-11-20:2025-11-21: Predicted: 1.12%, Actual: 0.34%
[2025-12-04T20:52:41.633473] [DEBUG] [METRICS   ] GCBC: 2025-11-19:2025-11-20: Predicted: 2.83%, Actual: 0.36%
[2025-12-04T20:52:41.633741] [INFO ] [main      ] GCBC: Magnitude Forecast Confidence: 34.1235%
[2025-12-04T20:52:41.633828] [INFO ] [main      ] GCBC: DISCARDED add_open_vs_close_liquidity_ratio (score: 34.12%)
[2025-12-04T20:52:41.633870] [INFO ] [main      ] GCBC: Testing feature 26/53: add_open_vs_prev_range_position
[2025-12-04T20:52:41.633900] [DEBUG] [main      ] Testing with features: ['add_true_range', 'add_atr_10', 'add_composite_volatility_context', 'add_open_vs_prev_range_position']
[2025-12-04T20:52:41.633944] [DEBUG] [REMOTE    ] GCBC: Fetching historical data.
[2025-12-04T20:52:41.843493] [DEBUG] [REMOTE    ] GCBC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:52:41.843866] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 2
[2025-12-04T20:52:41.844906] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:52:41.844965] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:52:41.846620] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:52:41.847116] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:52:41.848005] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-04T20:52:41.850897] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:52:42.202446] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-12-02
[2025-12-04T20:52:42.380829] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-03
[2025-12-04T20:52:42.463637] [INFO ] [main      ] GCBC: Lookback Days: 2, Magnitude: -4.41% | Symbol ETA: 14.1s | Global ETA: N/A
[2025-12-04T20:52:42.463826] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 3
[2025-12-04T20:52:42.464807] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:52:42.464869] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:52:42.466622] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:52:42.467155] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:52:42.468144] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-04T20:52:42.471190] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:52:42.822161] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-12-01
[2025-12-04T20:52:43.006607] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-02
[2025-12-04T20:52:43.089789] [INFO ] [main      ] GCBC: Lookback Days: 3, Magnitude: 3.01% | Symbol ETA: 13.5s | Global ETA: N/A
[2025-12-04T20:52:43.089975] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 4
[2025-12-04T20:52:43.091011] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:52:43.091073] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:52:43.092918] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:52:43.093466] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:52:43.094453] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-04T20:52:43.097485] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:52:43.545983] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-28
[2025-12-04T20:52:43.733313] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-01
[2025-12-04T20:52:43.814465] [INFO ] [main      ] GCBC: Lookback Days: 4, Magnitude: -0.15% | Symbol ETA: 13.1s | Global ETA: N/A
[2025-12-04T20:52:43.814688] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 5
[2025-12-04T20:52:43.815657] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:52:43.815719] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:52:43.817395] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:52:43.817927] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:52:43.818926] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-04T20:52:43.821705] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:52:44.161712] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-26
[2025-12-04T20:52:44.337734] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-28
[2025-12-04T20:52:44.424942] [INFO ] [main      ] GCBC: Lookback Days: 5, Magnitude: -1.07% | Symbol ETA: 12.4s | Global ETA: N/A
[2025-12-04T20:52:44.425191] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 6
[2025-12-04T20:52:44.426216] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:52:44.426282] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:52:44.428050] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:52:44.428692] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:52:44.429728] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-04T20:52:44.432815] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:52:44.784025] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-25
[2025-12-04T20:52:44.956408] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-26
[2025-12-04T20:52:45.043972] [INFO ] [main      ] GCBC: Lookback Days: 6, Magnitude: 3.82% | Symbol ETA: 11.7s | Global ETA: N/A
[2025-12-04T20:52:45.044187] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 7
[2025-12-04T20:52:45.045338] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:52:45.045410] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:52:45.047330] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:52:45.047939] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:52:45.048949] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-04T20:52:45.051842] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:52:45.393895] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-24
[2025-12-04T20:52:45.568481] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-25
[2025-12-04T20:52:45.649398] [INFO ] [main      ] GCBC: Lookback Days: 7, Magnitude: -4.09% | Symbol ETA: 11.1s | Global ETA: N/A
[2025-12-04T20:52:45.649600] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 8
[2025-12-04T20:52:45.650542] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:52:45.650623] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:52:45.652311] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:52:45.652861] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:52:45.653792] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-04T20:52:45.656648] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:52:46.003986] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-21
[2025-12-04T20:52:46.172910] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-24
[2025-12-04T20:52:46.251543] [INFO ] [main      ] GCBC: Lookback Days: 8, Magnitude: 2.48% | Symbol ETA: 10.4s | Global ETA: N/A
[2025-12-04T20:52:46.251752] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 9
[2025-12-04T20:52:46.252713] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:52:46.252775] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:52:46.254450] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:52:46.254977] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:52:46.255895] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-04T20:52:46.258736] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:52:46.610639] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-20
[2025-12-04T20:52:46.782211] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-21
[2025-12-04T20:52:46.860958] [INFO ] [main      ] GCBC: Lookback Days: 9, Magnitude: -1.11% | Symbol ETA: 9.8s | Global ETA: N/A
[2025-12-04T20:52:46.861156] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 10
[2025-12-04T20:52:46.862116] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:52:46.862186] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:52:46.863889] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:52:46.864441] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:52:46.865367] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-04T20:52:46.868150] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:52:47.219025] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-19
[2025-12-04T20:52:47.393318] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-20
[2025-12-04T20:52:47.471936] [INFO ] [main      ] GCBC: Lookback Days: 10, Magnitude: 0.15% | Symbol ETA: 9.2s | Global ETA: N/A
[2025-12-04T20:52:47.472129] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 11
[2025-12-04T20:52:47.473189] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:52:47.473253] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:52:47.475009] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:52:47.475531] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:52:47.477014] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-04T20:52:47.481148] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:52:47.817343] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-18
[2025-12-04T20:52:48.013061] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-19
[2025-12-04T20:52:48.091372] [INFO ] [main      ] GCBC: Lookback Days: 11, Magnitude: 1.14% | Symbol ETA: 8.5s | Global ETA: N/A
[2025-12-04T20:52:48.267957] [DEBUG] [METRICS   ] GCBC: 2025-12-03:2025-12-04: Predicted: -4.41%, Actual: 1.69%
[2025-12-04T20:52:48.457013] [DEBUG] [METRICS   ] GCBC: 2025-12-02:2025-12-03: Predicted: 3.01%, Actual: 0.20%
[2025-12-04T20:52:48.634126] [DEBUG] [METRICS   ] GCBC: 2025-12-01:2025-12-02: Predicted: -0.15%, Actual: 1.12%
[2025-12-04T20:52:48.821224] [DEBUG] [METRICS   ] GCBC: 2025-11-28:2025-12-01: Predicted: -1.07%, Actual: 1.13%
[2025-12-04T20:52:48.999590] [DEBUG] [METRICS   ] GCBC: 2025-11-26:2025-11-28: Predicted: 3.82%, Actual: 0.79%
[2025-12-04T20:52:49.170659] [DEBUG] [METRICS   ] GCBC: 2025-11-25:2025-11-26: Predicted: -4.09%, Actual: 1.31%
[2025-12-04T20:52:49.357118] [DEBUG] [METRICS   ] GCBC: 2025-11-24:2025-11-25: Predicted: 2.48%, Actual: 0.46%
[2025-12-04T20:52:49.542426] [DEBUG] [METRICS   ] GCBC: 2025-11-21:2025-11-24: Predicted: -1.11%, Actual: 1.58%
[2025-12-04T20:52:49.723008] [DEBUG] [METRICS   ] GCBC: 2025-11-20:2025-11-21: Predicted: 0.15%, Actual: 0.34%
[2025-12-04T20:52:49.891810] [DEBUG] [METRICS   ] GCBC: 2025-11-19:2025-11-20: Predicted: 1.14%, Actual: 0.36%
[2025-12-04T20:52:49.892135] [INFO ] [main      ] GCBC: Magnitude Forecast Confidence: 36.3855%
[2025-12-04T20:52:49.892237] [INFO ] [main      ] GCBC: DISCARDED add_open_vs_prev_range_position (score: 36.39%)
[2025-12-04T20:52:49.892282] [INFO ] [main      ] GCBC: Testing feature 27/53: add_overnight_gap_amplitude
[2025-12-04T20:52:49.892317] [DEBUG] [main      ] Testing with features: ['add_true_range', 'add_atr_10', 'add_composite_volatility_context', 'add_overnight_gap_amplitude']
[2025-12-04T20:52:49.892354] [DEBUG] [REMOTE    ] GCBC: Fetching historical data.
[2025-12-04T20:52:49.904759] [DEBUG] [REMOTE    ] GCBC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:52:49.905309] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 2
[2025-12-04T20:52:49.906475] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:52:49.906536] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:52:49.908382] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:52:49.908923] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:52:49.909853] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-04T20:52:49.910510] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:52:50.293525] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-12-02
[2025-12-04T20:52:50.480987] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-03
[2025-12-04T20:52:50.568856] [INFO ] [main      ] GCBC: Lookback Days: 2, Magnitude: -5.09% | Symbol ETA: 14.2s | Global ETA: N/A
[2025-12-04T20:52:50.569043] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 3
[2025-12-04T20:52:50.570121] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:52:50.570185] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:52:50.572062] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:52:50.572666] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:52:50.573668] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-04T20:52:50.574362] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:52:50.956426] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-12-01
[2025-12-04T20:52:51.133802] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-02
[2025-12-04T20:52:51.218047] [INFO ] [main      ] GCBC: Lookback Days: 3, Magnitude: 4.25% | Symbol ETA: 13.5s | Global ETA: N/A
[2025-12-04T20:52:51.218224] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 4
[2025-12-04T20:52:51.219263] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:52:51.219326] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:52:51.221049] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:52:51.221558] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:52:51.222528] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-04T20:52:51.223219] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:52:51.585566] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-28
[2025-12-04T20:52:51.773347] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-01
[2025-12-04T20:52:51.859223] [INFO ] [main      ] GCBC: Lookback Days: 4, Magnitude: -1.58% | Symbol ETA: 12.8s | Global ETA: N/A
[2025-12-04T20:52:51.859346] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 5
[2025-12-04T20:52:51.860258] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:52:51.860317] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:52:51.862011] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:52:51.862500] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:52:51.863373] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-04T20:52:51.864013] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:52:52.204206] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-26
[2025-12-04T20:52:52.370334] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-28
[2025-12-04T20:52:52.444655] [INFO ] [main      ] GCBC: Lookback Days: 5, Magnitude: 0.26% | Symbol ETA: 12.1s | Global ETA: N/A
[2025-12-04T20:52:52.444777] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 6
[2025-12-04T20:52:52.445660] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:52:52.445722] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:52:52.447337] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:52:52.447833] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:52:52.448830] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-04T20:52:52.449440] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:52:52.794448] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-25
[2025-12-04T20:52:52.965214] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-26
[2025-12-04T20:52:53.042807] [INFO ] [main      ] GCBC: Lookback Days: 6, Magnitude: 0.77% | Symbol ETA: 11.4s | Global ETA: N/A
[2025-12-04T20:52:53.042923] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 7
[2025-12-04T20:52:53.043792] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:52:53.043851] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:52:53.045455] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:52:53.045942] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:52:53.046816] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-04T20:52:53.047409] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:52:53.384088] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-24
[2025-12-04T20:52:53.549319] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-25
[2025-12-04T20:52:53.623489] [INFO ] [main      ] GCBC: Lookback Days: 7, Magnitude: -3.42% | Symbol ETA: 10.7s | Global ETA: N/A
[2025-12-04T20:52:53.623623] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 8
[2025-12-04T20:52:53.624457] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:52:53.624517] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:52:53.626132] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:52:53.626625] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:52:53.627477] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-04T20:52:53.628093] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:52:53.958591] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-21
[2025-12-04T20:52:54.126611] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-24
[2025-12-04T20:52:54.205884] [INFO ] [main      ] GCBC: Lookback Days: 8, Magnitude: 2.62% | Symbol ETA: 10.1s | Global ETA: N/A
[2025-12-04T20:52:54.205988] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 9
[2025-12-04T20:52:54.206919] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:52:54.206979] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:52:54.208737] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:52:54.209255] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:52:54.210191] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-04T20:52:54.210830] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:52:54.542051] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-20
[2025-12-04T20:52:54.708732] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-21
[2025-12-04T20:52:54.786085] [INFO ] [main      ] GCBC: Lookback Days: 9, Magnitude: -0.57% | Symbol ETA: 9.5s | Global ETA: N/A
[2025-12-04T20:52:54.786208] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 10
[2025-12-04T20:52:54.787198] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:52:54.787261] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:52:54.789102] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:52:54.789619] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:52:54.790632] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-04T20:52:54.791335] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:52:55.142247] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-19
[2025-12-04T20:52:55.317058] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-20
[2025-12-04T20:52:55.392623] [INFO ] [main      ] GCBC: Lookback Days: 10, Magnitude: 0.05% | Symbol ETA: 8.9s | Global ETA: N/A
[2025-12-04T20:52:55.392751] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 11
[2025-12-04T20:52:55.393642] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:52:55.393704] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:52:55.395386] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:52:55.395913] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:52:55.396816] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-04T20:52:55.397428] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:52:55.737080] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-18
[2025-12-04T20:52:55.904408] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-19
[2025-12-04T20:52:55.979019] [INFO ] [main      ] GCBC: Lookback Days: 11, Magnitude: 1.80% | Symbol ETA: 8.3s | Global ETA: N/A
[2025-12-04T20:52:56.149672] [DEBUG] [METRICS   ] GCBC: 2025-12-03:2025-12-04: Predicted: -5.09%, Actual: 1.69%
[2025-12-04T20:52:56.327955] [DEBUG] [METRICS   ] GCBC: 2025-12-02:2025-12-03: Predicted: 4.25%, Actual: 0.20%
[2025-12-04T20:52:56.504254] [DEBUG] [METRICS   ] GCBC: 2025-12-01:2025-12-02: Predicted: -1.58%, Actual: 1.12%
[2025-12-04T20:52:56.679939] [DEBUG] [METRICS   ] GCBC: 2025-11-28:2025-12-01: Predicted: 0.26%, Actual: 1.13%
[2025-12-04T20:52:56.855665] [DEBUG] [METRICS   ] GCBC: 2025-11-26:2025-11-28: Predicted: 0.77%, Actual: 0.79%
[2025-12-04T20:52:57.025778] [DEBUG] [METRICS   ] GCBC: 2025-11-25:2025-11-26: Predicted: -3.42%, Actual: 1.31%
[2025-12-04T20:52:57.193727] [DEBUG] [METRICS   ] GCBC: 2025-11-24:2025-11-25: Predicted: 2.62%, Actual: 0.46%
[2025-12-04T20:52:57.362318] [DEBUG] [METRICS   ] GCBC: 2025-11-21:2025-11-24: Predicted: -0.57%, Actual: 1.58%
[2025-12-04T20:52:57.535801] [DEBUG] [METRICS   ] GCBC: 2025-11-20:2025-11-21: Predicted: 0.05%, Actual: 0.34%
[2025-12-04T20:52:57.703967] [DEBUG] [METRICS   ] GCBC: 2025-11-19:2025-11-20: Predicted: 1.80%, Actual: 0.36%
[2025-12-04T20:52:57.704171] [INFO ] [main      ] GCBC: Magnitude Forecast Confidence: 35.0224%
[2025-12-04T20:52:57.704246] [INFO ] [main      ] GCBC: DISCARDED add_overnight_gap_amplitude (score: 35.02%)
[2025-12-04T20:52:57.704289] [INFO ] [main      ] GCBC: Testing feature 28/53: add_overnight_gap_mag
[2025-12-04T20:52:57.704319] [DEBUG] [main      ] Testing with features: ['add_true_range', 'add_atr_10', 'add_composite_volatility_context', 'add_overnight_gap_mag']
[2025-12-04T20:52:57.704353] [DEBUG] [REMOTE    ] GCBC: Fetching historical data.
[2025-12-04T20:52:57.715258] [DEBUG] [REMOTE    ] GCBC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:52:57.715646] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 2
[2025-12-04T20:52:57.716683] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:52:57.716745] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:52:57.718471] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:52:57.719006] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:52:57.719911] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-04T20:52:57.720653] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:52:58.067017] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-12-02
[2025-12-04T20:52:58.246401] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-03
[2025-12-04T20:52:58.326468] [INFO ] [main      ] GCBC: Lookback Days: 2, Magnitude: -4.69% | Symbol ETA: 12.7s | Global ETA: N/A
[2025-12-04T20:52:58.326673] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 3
[2025-12-04T20:52:58.327633] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:52:58.327696] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:52:58.329445] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:52:58.330012] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:52:58.330981] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-04T20:52:58.331687] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:52:58.674738] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-12-01
[2025-12-04T20:52:58.849399] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-02
[2025-12-04T20:52:58.931160] [INFO ] [main      ] GCBC: Lookback Days: 3, Magnitude: 5.17% | Symbol ETA: 12.1s | Global ETA: N/A
[2025-12-04T20:52:58.931346] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 4
[2025-12-04T20:52:58.932342] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:52:58.932407] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:52:58.934187] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:52:58.934778] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:52:58.935754] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-04T20:52:58.936476] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:52:59.303284] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-28
[2025-12-04T20:52:59.480678] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-01
[2025-12-04T20:52:59.563198] [INFO ] [main      ] GCBC: Lookback Days: 4, Magnitude: -1.65% | Symbol ETA: 11.5s | Global ETA: N/A
[2025-12-04T20:52:59.563464] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 5
[2025-12-04T20:52:59.564563] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:52:59.564653] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:52:59.566462] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:52:59.567057] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:52:59.568111] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-04T20:52:59.568886] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:52:59.927123] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-26
[2025-12-04T20:53:00.102027] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-28
[2025-12-04T20:53:00.182085] [INFO ] [main      ] GCBC: Lookback Days: 5, Magnitude: -0.58% | Symbol ETA: 10.9s | Global ETA: N/A
[2025-12-04T20:53:00.182269] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 6
[2025-12-04T20:53:00.183274] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:53:00.183338] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:53:00.185063] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:53:00.185760] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:53:00.186696] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-04T20:53:00.187440] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:53:00.541772] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-25
[2025-12-04T20:53:00.722084] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-26
[2025-12-04T20:53:00.800174] [INFO ] [main      ] GCBC: Lookback Days: 6, Magnitude: 0.65% | Symbol ETA: 10.3s | Global ETA: N/A
[2025-12-04T20:53:00.800387] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 7
[2025-12-04T20:53:00.801429] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:53:00.801495] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:53:00.803286] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:53:00.803867] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:53:00.804813] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-04T20:53:00.805502] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:53:01.156979] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-24
[2025-12-04T20:53:01.332519] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-25
[2025-12-04T20:53:01.415472] [INFO ] [main      ] GCBC: Lookback Days: 7, Magnitude: -1.52% | Symbol ETA: 9.7s | Global ETA: N/A
[2025-12-04T20:53:01.415677] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 8
[2025-12-04T20:53:01.416658] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:53:01.416718] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:53:01.418451] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:53:01.418996] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:53:01.419912] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-04T20:53:01.420656] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:53:01.788344] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-21
[2025-12-04T20:53:01.974429] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-24
[2025-12-04T20:53:02.060409] [INFO ] [main      ] GCBC: Lookback Days: 8, Magnitude: 2.49% | Symbol ETA: 9.1s | Global ETA: N/A
[2025-12-04T20:53:02.060613] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 9
[2025-12-04T20:53:02.061565] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:53:02.061650] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:53:02.063365] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:53:02.063917] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:53:02.064854] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-04T20:53:02.065539] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:53:02.415437] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-20
[2025-12-04T20:53:02.594841] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-21
[2025-12-04T20:53:02.676871] [INFO ] [main      ] GCBC: Lookback Days: 9, Magnitude: -0.89% | Symbol ETA: 8.5s | Global ETA: N/A
[2025-12-04T20:53:02.677065] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 10
[2025-12-04T20:53:02.678078] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:53:02.678143] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:53:02.679948] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:53:02.680650] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:53:02.681629] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-04T20:53:02.682334] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:53:03.043960] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-19
[2025-12-04T20:53:03.215012] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-20
[2025-12-04T20:53:03.291622] [INFO ] [main      ] GCBC: Lookback Days: 10, Magnitude: 0.21% | Symbol ETA: 7.9s | Global ETA: N/A
[2025-12-04T20:53:03.291790] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 11
[2025-12-04T20:53:03.292745] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:53:03.292807] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:53:03.294483] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:53:03.295072] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:53:03.296009] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-04T20:53:03.296693] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:53:03.656848] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-18
[2025-12-04T20:53:03.837023] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-19
[2025-12-04T20:53:03.913189] [INFO ] [main      ] GCBC: Lookback Days: 11, Magnitude: 2.84% | Symbol ETA: 7.2s | Global ETA: N/A
[2025-12-04T20:53:04.086064] [DEBUG] [METRICS   ] GCBC: 2025-12-03:2025-12-04: Predicted: -4.69%, Actual: 1.69%
[2025-12-04T20:53:04.262208] [DEBUG] [METRICS   ] GCBC: 2025-12-02:2025-12-03: Predicted: 5.17%, Actual: 0.20%
[2025-12-04T20:53:04.436514] [DEBUG] [METRICS   ] GCBC: 2025-12-01:2025-12-02: Predicted: -1.65%, Actual: 1.12%
[2025-12-04T20:53:04.606894] [DEBUG] [METRICS   ] GCBC: 2025-11-28:2025-12-01: Predicted: -0.58%, Actual: 1.13%
[2025-12-04T20:53:04.778527] [DEBUG] [METRICS   ] GCBC: 2025-11-26:2025-11-28: Predicted: 0.65%, Actual: 0.79%
[2025-12-04T20:53:04.953352] [DEBUG] [METRICS   ] GCBC: 2025-11-25:2025-11-26: Predicted: -1.52%, Actual: 1.31%
[2025-12-04T20:53:05.133659] [DEBUG] [METRICS   ] GCBC: 2025-11-24:2025-11-25: Predicted: 2.49%, Actual: 0.46%
[2025-12-04T20:53:05.303681] [DEBUG] [METRICS   ] GCBC: 2025-11-21:2025-11-24: Predicted: -0.89%, Actual: 1.58%
[2025-12-04T20:53:05.473041] [DEBUG] [METRICS   ] GCBC: 2025-11-20:2025-11-21: Predicted: 0.21%, Actual: 0.34%
[2025-12-04T20:53:05.647318] [DEBUG] [METRICS   ] GCBC: 2025-11-19:2025-11-20: Predicted: 2.84%, Actual: 0.36%
[2025-12-04T20:53:05.647769] [INFO ] [main      ] GCBC: Magnitude Forecast Confidence: 44.4090%
[2025-12-04T20:53:05.647889] [INFO ] [main      ] GCBC: DISCARDED add_overnight_gap_mag (score: 44.41%)
[2025-12-04T20:53:05.647934] [INFO ] [main      ] GCBC: Testing feature 29/53: add_pct_change
[2025-12-04T20:53:05.647969] [DEBUG] [main      ] Testing with features: ['add_true_range', 'add_atr_10', 'add_composite_volatility_context', 'add_pct_change']
[2025-12-04T20:53:05.648018] [DEBUG] [REMOTE    ] GCBC: Fetching historical data.
[2025-12-04T20:53:05.660297] [DEBUG] [REMOTE    ] GCBC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:53:05.660829] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 2
[2025-12-04T20:53:05.661985] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:53:05.662046] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:53:05.663835] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:53:05.664437] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:53:05.665413] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-04T20:53:05.667773] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:53:06.016026] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-12-02
[2025-12-04T20:53:06.189153] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-03
[2025-12-04T20:53:06.274029] [INFO ] [main      ] GCBC: Lookback Days: 2, Magnitude: -5.66% | Symbol ETA: 12.3s | Global ETA: N/A
[2025-12-04T20:53:06.274200] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 3
[2025-12-04T20:53:06.275140] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:53:06.275200] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:53:06.276940] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:53:06.277464] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:53:06.278427] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-04T20:53:06.280397] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:53:06.626762] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-12-01
[2025-12-04T20:53:06.793018] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-02
[2025-12-04T20:53:06.881343] [INFO ] [main      ] GCBC: Lookback Days: 3, Magnitude: 3.96% | Symbol ETA: 11.7s | Global ETA: N/A
[2025-12-04T20:53:06.881511] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 4
[2025-12-04T20:53:06.882435] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:53:06.882495] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:53:06.884167] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:53:06.884695] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:53:06.885601] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-04T20:53:06.887604] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:53:07.229802] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-28
[2025-12-04T20:53:07.397269] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-01
[2025-12-04T20:53:07.483438] [INFO ] [main      ] GCBC: Lookback Days: 4, Magnitude: 0.39% | Symbol ETA: 11.1s | Global ETA: N/A
[2025-12-04T20:53:07.483643] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 5
[2025-12-04T20:53:07.484756] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:53:07.484823] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:53:07.486670] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:53:07.487306] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:53:07.488319] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-04T20:53:07.490324] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:53:07.836000] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-26
[2025-12-04T20:53:08.004676] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-28
[2025-12-04T20:53:08.090363] [INFO ] [main      ] GCBC: Lookback Days: 5, Magnitude: 0.20% | Symbol ETA: 10.5s | Global ETA: N/A
[2025-12-04T20:53:08.090534] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 6
[2025-12-04T20:53:08.091469] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:53:08.091531] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:53:08.093198] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:53:08.093741] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:53:08.094648] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-04T20:53:08.096615] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:53:08.441120] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-25
[2025-12-04T20:53:08.609084] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-26
[2025-12-04T20:53:08.692416] [INFO ] [main      ] GCBC: Lookback Days: 6, Magnitude: -0.05% | Symbol ETA: 9.8s | Global ETA: N/A
[2025-12-04T20:53:08.692618] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 7
[2025-12-04T20:53:08.693561] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:53:08.693640] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:53:08.695357] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:53:08.695921] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:53:08.696878] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-04T20:53:08.698914] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:53:09.053036] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-24
[2025-12-04T20:53:09.224883] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-25
[2025-12-04T20:53:09.307676] [INFO ] [main      ] GCBC: Lookback Days: 7, Magnitude: -1.46% | Symbol ETA: 9.2s | Global ETA: N/A
[2025-12-04T20:53:09.307790] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 8
[2025-12-04T20:53:09.308756] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:53:09.308815] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:53:09.310507] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:53:09.311061] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:53:09.311995] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-04T20:53:09.314101] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:53:09.661814] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-21
[2025-12-04T20:53:09.826833] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-24
[2025-12-04T20:53:09.909662] [INFO ] [main      ] GCBC: Lookback Days: 8, Magnitude: 1.73% | Symbol ETA: 8.6s | Global ETA: N/A
[2025-12-04T20:53:09.909882] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 9
[2025-12-04T20:53:09.910839] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:53:09.910904] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:53:09.912594] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:53:09.913127] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:53:09.914061] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-04T20:53:09.916015] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:53:10.265285] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-20
[2025-12-04T20:53:10.439849] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-21
[2025-12-04T20:53:10.524069] [INFO ] [main      ] GCBC: Lookback Days: 9, Magnitude: -1.09% | Symbol ETA: 8.0s | Global ETA: N/A
[2025-12-04T20:53:10.524269] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 10
[2025-12-04T20:53:10.525359] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:53:10.525436] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:53:10.527234] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:53:10.527825] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:53:10.528898] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-04T20:53:10.530908] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:53:10.876291] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-19
[2025-12-04T20:53:11.043241] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-20
[2025-12-04T20:53:11.121944] [INFO ] [main      ] GCBC: Lookback Days: 10, Magnitude: -1.46% | Symbol ETA: 7.4s | Global ETA: N/A
[2025-12-04T20:53:11.122068] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 11
[2025-12-04T20:53:11.122939] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:53:11.122998] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:53:11.124625] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:53:11.125109] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:53:11.125985] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-04T20:53:11.127937] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:53:11.458862] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-18
[2025-12-04T20:53:11.627703] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-19
[2025-12-04T20:53:11.705561] [INFO ] [main      ] GCBC: Lookback Days: 11, Magnitude: 2.12% | Symbol ETA: 6.8s | Global ETA: N/A
[2025-12-04T20:53:11.870961] [DEBUG] [METRICS   ] GCBC: 2025-12-03:2025-12-04: Predicted: -5.66%, Actual: 1.69%
[2025-12-04T20:53:12.035829] [DEBUG] [METRICS   ] GCBC: 2025-12-02:2025-12-03: Predicted: 3.96%, Actual: 0.20%
[2025-12-04T20:53:12.207653] [DEBUG] [METRICS   ] GCBC: 2025-12-01:2025-12-02: Predicted: 0.39%, Actual: 1.12%
[2025-12-04T20:53:12.384924] [DEBUG] [METRICS   ] GCBC: 2025-11-28:2025-12-01: Predicted: 0.20%, Actual: 1.13%
[2025-12-04T20:53:12.566082] [DEBUG] [METRICS   ] GCBC: 2025-11-26:2025-11-28: Predicted: -0.05%, Actual: 0.79%
[2025-12-04T20:53:12.735459] [DEBUG] [METRICS   ] GCBC: 2025-11-25:2025-11-26: Predicted: -1.46%, Actual: 1.31%
[2025-12-04T20:53:12.906194] [DEBUG] [METRICS   ] GCBC: 2025-11-24:2025-11-25: Predicted: 1.73%, Actual: 0.46%
[2025-12-04T20:53:13.072160] [DEBUG] [METRICS   ] GCBC: 2025-11-21:2025-11-24: Predicted: -1.09%, Actual: 1.58%
[2025-12-04T20:53:13.237997] [DEBUG] [METRICS   ] GCBC: 2025-11-20:2025-11-21: Predicted: -1.46%, Actual: 0.34%
[2025-12-04T20:53:13.403701] [DEBUG] [METRICS   ] GCBC: 2025-11-19:2025-11-20: Predicted: 2.12%, Actual: 0.36%
[2025-12-04T20:53:13.403943] [INFO ] [main      ] GCBC: Magnitude Forecast Confidence: 32.2684%
[2025-12-04T20:53:13.404059] [INFO ] [main      ] GCBC: DISCARDED add_pct_change (score: 32.27%)
[2025-12-04T20:53:13.404115] [INFO ] [main      ] GCBC: Testing feature 30/53: add_preclose_acceleration_mag
[2025-12-04T20:53:13.404154] [DEBUG] [main      ] Testing with features: ['add_true_range', 'add_atr_10', 'add_composite_volatility_context', 'add_preclose_acceleration_mag']
[2025-12-04T20:53:13.404203] [DEBUG] [REMOTE    ] GCBC: Fetching historical data.
[2025-12-04T20:53:13.416889] [DEBUG] [REMOTE    ] GCBC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:53:13.417300] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 2
[2025-12-04T20:53:13.418394] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:53:13.418454] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:53:13.420201] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:53:13.420736] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:53:13.421674] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:53:13.422712] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:53:13.755658] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-12-02
[2025-12-04T20:53:13.920476] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-03
[2025-12-04T20:53:13.994429] [INFO ] [main      ] GCBC: Lookback Days: 2, Magnitude: -5.44% | Symbol ETA: 11.3s | Global ETA: N/A
[2025-12-04T20:53:13.994551] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 3
[2025-12-04T20:53:13.995421] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:53:13.995480] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:53:13.997092] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:53:13.997568] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:53:13.998463] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:53:13.999502] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:53:14.335452] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-12-01
[2025-12-04T20:53:14.500181] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-02
[2025-12-04T20:53:14.576091] [INFO ] [main      ] GCBC: Lookback Days: 3, Magnitude: 3.54% | Symbol ETA: 10.8s | Global ETA: N/A
[2025-12-04T20:53:14.576219] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 4
[2025-12-04T20:53:14.577113] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:53:14.577171] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:53:14.578839] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:53:14.579325] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:53:14.580217] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:53:14.581252] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:53:14.913840] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-28
[2025-12-04T20:53:15.077440] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-01
[2025-12-04T20:53:15.152607] [INFO ] [main      ] GCBC: Lookback Days: 4, Magnitude: -0.39% | Symbol ETA: 10.2s | Global ETA: N/A
[2025-12-04T20:53:15.152735] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 5
[2025-12-04T20:53:15.153615] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:53:15.153674] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:53:15.155280] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:53:15.155778] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:53:15.156664] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:53:15.157693] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:53:15.487350] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-26
[2025-12-04T20:53:15.673533] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-28
[2025-12-04T20:53:15.750965] [INFO ] [main      ] GCBC: Lookback Days: 5, Magnitude: -1.12% | Symbol ETA: 9.7s | Global ETA: N/A
[2025-12-04T20:53:15.751142] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 6
[2025-12-04T20:53:15.752114] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:53:15.752175] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:53:15.753872] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:53:15.754399] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:53:15.755314] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:53:15.756355] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:53:16.093845] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-25
[2025-12-04T20:53:16.270771] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-26
[2025-12-04T20:53:16.349355] [INFO ] [main      ] GCBC: Lookback Days: 6, Magnitude: 1.90% | Symbol ETA: 9.1s | Global ETA: N/A
[2025-12-04T20:53:16.349534] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 7
[2025-12-04T20:53:16.350488] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:53:16.350549] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:53:16.352272] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:53:16.352875] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:53:16.353838] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:53:16.354921] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:53:16.706114] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-24
[2025-12-04T20:53:16.876395] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-25
[2025-12-04T20:53:16.962622] [INFO ] [main      ] GCBC: Lookback Days: 7, Magnitude: -2.21% | Symbol ETA: 8.5s | Global ETA: N/A
[2025-12-04T20:53:16.962813] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 8
[2025-12-04T20:53:16.963878] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:53:16.963971] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:53:16.965782] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:53:16.966341] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:53:16.967287] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:53:16.968383] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:53:17.310008] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-21
[2025-12-04T20:53:17.480709] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-24
[2025-12-04T20:53:17.558297] [INFO ] [main      ] GCBC: Lookback Days: 8, Magnitude: 1.19% | Symbol ETA: 7.9s | Global ETA: N/A
[2025-12-04T20:53:17.558496] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 9
[2025-12-04T20:53:17.559690] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:53:17.559757] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:53:17.561535] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:53:17.562135] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:53:17.563080] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:53:17.564238] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:53:17.990888] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-20
[2025-12-04T20:53:18.277700] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-21
[2025-12-04T20:53:18.391913] [INFO ] [main      ] GCBC: Lookback Days: 9, Magnitude: 0.21% | Symbol ETA: 7.4s | Global ETA: N/A
[2025-12-04T20:53:18.392143] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 10
[2025-12-04T20:53:18.393815] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:53:18.393908] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:53:18.396666] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:53:18.397508] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:53:18.399030] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:53:18.400851] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:53:18.811514] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-19
[2025-12-04T20:53:18.994665] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-20
[2025-12-04T20:53:19.068778] [INFO ] [main      ] GCBC: Lookback Days: 10, Magnitude: 0.15% | Symbol ETA: 6.8s | Global ETA: N/A
[2025-12-04T20:53:19.068902] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 11
[2025-12-04T20:53:19.069774] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:53:19.069834] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:53:19.071449] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:53:19.071945] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:53:19.072829] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:53:19.073858] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:53:19.404548] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-18
[2025-12-04T20:53:19.572932] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-19
[2025-12-04T20:53:19.644050] [INFO ] [main      ] GCBC: Lookback Days: 11, Magnitude: 1.43% | Symbol ETA: 6.2s | Global ETA: N/A
[2025-12-04T20:53:19.810349] [DEBUG] [METRICS   ] GCBC: 2025-12-03:2025-12-04: Predicted: -5.44%, Actual: 1.69%
[2025-12-04T20:53:19.977826] [DEBUG] [METRICS   ] GCBC: 2025-12-02:2025-12-03: Predicted: 3.54%, Actual: 0.20%
[2025-12-04T20:53:20.142416] [DEBUG] [METRICS   ] GCBC: 2025-12-01:2025-12-02: Predicted: -0.39%, Actual: 1.12%
[2025-12-04T20:53:20.321776] [DEBUG] [METRICS   ] GCBC: 2025-11-28:2025-12-01: Predicted: -1.12%, Actual: 1.13%
[2025-12-04T20:53:20.493783] [DEBUG] [METRICS   ] GCBC: 2025-11-26:2025-11-28: Predicted: 1.90%, Actual: 0.79%
[2025-12-04T20:53:20.659743] [DEBUG] [METRICS   ] GCBC: 2025-11-25:2025-11-26: Predicted: -2.21%, Actual: 1.31%
[2025-12-04T20:53:20.825938] [DEBUG] [METRICS   ] GCBC: 2025-11-24:2025-11-25: Predicted: 1.19%, Actual: 0.46%
[2025-12-04T20:53:20.999392] [DEBUG] [METRICS   ] GCBC: 2025-11-21:2025-11-24: Predicted: 0.21%, Actual: 1.58%
[2025-12-04T20:53:21.173515] [DEBUG] [METRICS   ] GCBC: 2025-11-20:2025-11-21: Predicted: 0.15%, Actual: 0.34%
[2025-12-04T20:53:21.343662] [DEBUG] [METRICS   ] GCBC: 2025-11-19:2025-11-20: Predicted: 1.43%, Actual: 0.36%
[2025-12-04T20:53:21.343861] [INFO ] [main      ] GCBC: Magnitude Forecast Confidence: 38.5257%
[2025-12-04T20:53:21.343947] [INFO ] [main      ] GCBC: DISCARDED add_preclose_acceleration_mag (score: 38.53%)
[2025-12-04T20:53:21.343988] [INFO ] [main      ] GCBC: Testing feature 31/53: add_prev_1100_to_open
[2025-12-04T20:53:21.344022] [DEBUG] [main      ] Testing with features: ['add_true_range', 'add_atr_10', 'add_composite_volatility_context', 'add_prev_1100_to_open']
[2025-12-04T20:53:21.344057] [DEBUG] [REMOTE    ] GCBC: Fetching historical data.
[2025-12-04T20:53:21.355128] [DEBUG] [REMOTE    ] GCBC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:53:21.355540] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 2
[2025-12-04T20:53:21.356588] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:53:21.356648] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:53:21.358324] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:53:21.358866] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:53:21.359757] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-04T20:53:21.360414] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:53:21.699648] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-12-02
[2025-12-04T20:53:21.868278] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-03
[2025-12-04T20:53:21.942803] [INFO ] [main      ] GCBC: Lookback Days: 2, Magnitude: -4.72% | Symbol ETA: 11.1s | Global ETA: N/A
[2025-12-04T20:53:21.942923] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 3
[2025-12-04T20:53:21.943818] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:53:21.943879] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:53:21.945564] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:53:21.946075] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:53:21.946993] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-04T20:53:21.947722] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:53:22.288510] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-12-01
[2025-12-04T20:53:22.456053] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-02
[2025-12-04T20:53:22.532737] [INFO ] [main      ] GCBC: Lookback Days: 3, Magnitude: 3.03% | Symbol ETA: 10.5s | Global ETA: N/A
[2025-12-04T20:53:22.532858] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 4
[2025-12-04T20:53:22.533750] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:53:22.533809] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:53:22.535417] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:53:22.535912] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:53:22.536790] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-04T20:53:22.537471] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:53:22.884352] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-28
[2025-12-04T20:53:23.056244] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-01
[2025-12-04T20:53:23.134867] [INFO ] [main      ] GCBC: Lookback Days: 4, Magnitude: 0.57% | Symbol ETA: 10.0s | Global ETA: N/A
[2025-12-04T20:53:23.135041] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 5
[2025-12-04T20:53:23.135982] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:53:23.136043] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:53:23.137703] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:53:23.138217] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:53:23.139161] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-04T20:53:23.139846] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:53:23.478428] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-26
[2025-12-04T20:53:23.649559] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-28
[2025-12-04T20:53:23.733694] [INFO ] [main      ] GCBC: Lookback Days: 5, Magnitude: -0.52% | Symbol ETA: 9.4s | Global ETA: N/A
[2025-12-04T20:53:23.733840] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 6
[2025-12-04T20:53:23.735124] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:53:23.735202] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:53:23.737560] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:53:23.738311] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:53:23.739564] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-04T20:53:23.740541] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:53:24.091633] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-25
[2025-12-04T20:53:24.265797] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-26
[2025-12-04T20:53:24.345761] [INFO ] [main      ] GCBC: Lookback Days: 6, Magnitude: 0.08% | Symbol ETA: 8.8s | Global ETA: N/A
[2025-12-04T20:53:24.345941] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 7
[2025-12-04T20:53:24.346940] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:53:24.347005] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:53:24.348812] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:53:24.349352] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:53:24.350369] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-04T20:53:24.351170] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:53:24.701159] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-24
[2025-12-04T20:53:24.871145] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-25
[2025-12-04T20:53:24.946778] [INFO ] [main      ] GCBC: Lookback Days: 7, Magnitude: -4.28% | Symbol ETA: 8.2s | Global ETA: N/A
[2025-12-04T20:53:24.946912] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 8
[2025-12-04T20:53:24.947899] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:53:24.947962] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:53:24.949802] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:53:24.950321] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:53:24.951247] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-04T20:53:24.952038] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:53:25.287420] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-21
[2025-12-04T20:53:25.456828] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-24
[2025-12-04T20:53:25.530866] [INFO ] [main      ] GCBC: Lookback Days: 8, Magnitude: 2.23% | Symbol ETA: 7.6s | Global ETA: N/A
[2025-12-04T20:53:25.530986] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 9
[2025-12-04T20:53:25.531845] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:53:25.531902] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:53:25.533497] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:53:25.534037] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:53:25.534944] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-04T20:53:25.535615] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:53:25.869648] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-20
[2025-12-04T20:53:26.037368] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-21
[2025-12-04T20:53:26.116481] [INFO ] [main      ] GCBC: Lookback Days: 9, Magnitude: -0.14% | Symbol ETA: 7.0s | Global ETA: N/A
[2025-12-04T20:53:26.116633] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 10
[2025-12-04T20:53:26.117497] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:53:26.117558] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:53:26.119436] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:53:26.119982] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:53:26.120941] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-04T20:53:26.121634] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:53:26.471538] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-19
[2025-12-04T20:53:26.651949] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-20
[2025-12-04T20:53:26.731807] [INFO ] [main      ] GCBC: Lookback Days: 10, Magnitude: 0.57% | Symbol ETA: 6.4s | Global ETA: N/A
[2025-12-04T20:53:26.731995] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 11
[2025-12-04T20:53:26.732996] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:53:26.733060] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:53:26.734834] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:53:26.735363] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:53:26.736353] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-04T20:53:26.737059] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:53:27.084954] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-18
[2025-12-04T20:53:27.253552] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-19
[2025-12-04T20:53:27.331527] [INFO ] [main      ] GCBC: Lookback Days: 11, Magnitude: 1.23% | Symbol ETA: 5.8s | Global ETA: N/A
[2025-12-04T20:53:27.578470] [DEBUG] [METRICS   ] GCBC: 2025-12-03:2025-12-04: Predicted: -4.72%, Actual: 1.69%
[2025-12-04T20:53:27.748013] [DEBUG] [METRICS   ] GCBC: 2025-12-02:2025-12-03: Predicted: 3.03%, Actual: 0.20%
[2025-12-04T20:53:27.934281] [DEBUG] [METRICS   ] GCBC: 2025-12-01:2025-12-02: Predicted: 0.57%, Actual: 1.12%
[2025-12-04T20:53:28.100755] [DEBUG] [METRICS   ] GCBC: 2025-11-28:2025-12-01: Predicted: -0.52%, Actual: 1.13%
[2025-12-04T20:53:28.265717] [DEBUG] [METRICS   ] GCBC: 2025-11-26:2025-11-28: Predicted: 0.08%, Actual: 0.79%
[2025-12-04T20:53:28.430814] [DEBUG] [METRICS   ] GCBC: 2025-11-25:2025-11-26: Predicted: -4.28%, Actual: 1.31%
[2025-12-04T20:53:28.597568] [DEBUG] [METRICS   ] GCBC: 2025-11-24:2025-11-25: Predicted: 2.23%, Actual: 0.46%
[2025-12-04T20:53:28.766465] [DEBUG] [METRICS   ] GCBC: 2025-11-21:2025-11-24: Predicted: -0.14%, Actual: 1.58%
[2025-12-04T20:53:28.931392] [DEBUG] [METRICS   ] GCBC: 2025-11-20:2025-11-21: Predicted: 0.57%, Actual: 0.34%
[2025-12-04T20:53:29.099992] [DEBUG] [METRICS   ] GCBC: 2025-11-19:2025-11-20: Predicted: 1.23%, Actual: 0.36%
[2025-12-04T20:53:29.100196] [INFO ] [main      ] GCBC: Magnitude Forecast Confidence: 32.0969%
[2025-12-04T20:53:29.100271] [INFO ] [main      ] GCBC: DISCARDED add_prev_1100_to_open (score: 32.10%)
[2025-12-04T20:53:29.100313] [INFO ] [main      ] GCBC: Testing feature 32/53: add_prev_close_to_1100
[2025-12-04T20:53:29.100343] [DEBUG] [main      ] Testing with features: ['add_true_range', 'add_atr_10', 'add_composite_volatility_context', 'add_prev_close_to_1100']
[2025-12-04T20:53:29.100377] [DEBUG] [REMOTE    ] GCBC: Fetching historical data.
[2025-12-04T20:53:29.111118] [DEBUG] [REMOTE    ] GCBC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:53:29.111465] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 2
[2025-12-04T20:53:29.112492] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:53:29.112567] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:53:29.114247] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:53:29.114790] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:53:29.115672] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-04T20:53:29.116334] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:53:29.467709] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-12-02
[2025-12-04T20:53:29.643097] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-03
[2025-12-04T20:53:29.718342] [INFO ] [main      ] GCBC: Lookback Days: 2, Magnitude: -4.60% | Symbol ETA: 10.7s | Global ETA: N/A
[2025-12-04T20:53:29.718467] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 3
[2025-12-04T20:53:29.719343] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:53:29.719404] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:53:29.721080] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:53:29.721601] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:53:29.722481] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-04T20:53:29.723165] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:53:30.076319] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-12-01
[2025-12-04T20:53:30.250239] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-02
[2025-12-04T20:53:30.329718] [INFO ] [main      ] GCBC: Lookback Days: 3, Magnitude: 5.93% | Symbol ETA: 10.1s | Global ETA: N/A
[2025-12-04T20:53:30.329907] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 4
[2025-12-04T20:53:30.330943] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:53:30.331009] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:53:30.332751] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:53:30.333293] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:53:30.334241] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-04T20:53:30.334975] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:53:30.683945] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-28
[2025-12-04T20:53:30.856444] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-01
[2025-12-04T20:53:30.934078] [INFO ] [main      ] GCBC: Lookback Days: 4, Magnitude: -0.44% | Symbol ETA: 9.5s | Global ETA: N/A
[2025-12-04T20:53:30.934202] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 5
[2025-12-04T20:53:30.935129] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:53:30.935209] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:53:30.936898] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:53:30.937402] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:53:30.938356] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-04T20:53:30.939072] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:53:31.280919] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-26
[2025-12-04T20:53:31.445408] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-28
[2025-12-04T20:53:31.520068] [INFO ] [main      ] GCBC: Lookback Days: 5, Magnitude: -1.96% | Symbol ETA: 8.9s | Global ETA: N/A
[2025-12-04T20:53:31.520188] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 6
[2025-12-04T20:53:31.521070] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:53:31.521129] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:53:31.522731] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:53:31.523198] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:53:31.524074] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-04T20:53:31.524798] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:53:31.858672] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-25
[2025-12-04T20:53:32.035961] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-26
[2025-12-04T20:53:32.112674] [INFO ] [main      ] GCBC: Lookback Days: 6, Magnitude: 1.65% | Symbol ETA: 8.3s | Global ETA: N/A
[2025-12-04T20:53:32.112804] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 7
[2025-12-04T20:53:32.113750] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:53:32.113811] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:53:32.115514] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:53:32.116040] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:53:32.116943] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-04T20:53:32.117650] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:53:32.450849] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-24
[2025-12-04T20:53:32.615244] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-25
[2025-12-04T20:53:32.690754] [INFO ] [main      ] GCBC: Lookback Days: 7, Magnitude: -2.44% | Symbol ETA: 7.6s | Global ETA: N/A
[2025-12-04T20:53:32.690878] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 8
[2025-12-04T20:53:32.691737] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:53:32.691797] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:53:32.693385] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:53:32.693902] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:53:32.694773] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-04T20:53:32.695445] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:53:33.028983] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-21
[2025-12-04T20:53:33.192115] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-24
[2025-12-04T20:53:33.265523] [INFO ] [main      ] GCBC: Lookback Days: 8, Magnitude: 2.92% | Symbol ETA: 7.0s | Global ETA: N/A
[2025-12-04T20:53:33.265677] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 9
[2025-12-04T20:53:33.266525] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:53:33.266605] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:53:33.268249] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:53:33.268751] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:53:33.269636] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-04T20:53:33.270299] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:53:33.602791] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-20
[2025-12-04T20:53:33.768922] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-21
[2025-12-04T20:53:33.842860] [INFO ] [main      ] GCBC: Lookback Days: 9, Magnitude: -0.48% | Symbol ETA: 6.4s | Global ETA: N/A
[2025-12-04T20:53:33.842981] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 10
[2025-12-04T20:53:33.843848] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:53:33.843908] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:53:33.845492] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:53:33.845966] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:53:33.846843] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-04T20:53:33.847505] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:53:34.193860] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-19
[2025-12-04T20:53:34.362568] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-20
[2025-12-04T20:53:34.442339] [INFO ] [main      ] GCBC: Lookback Days: 10, Magnitude: 0.16% | Symbol ETA: 5.8s | Global ETA: N/A
[2025-12-04T20:53:34.442467] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 11
[2025-12-04T20:53:34.443398] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:53:34.443458] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:53:34.445129] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:53:34.445632] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:53:34.446509] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-04T20:53:34.447201] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:53:34.789698] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-18
[2025-12-04T20:53:34.965004] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-19
[2025-12-04T20:53:35.041892] [INFO ] [main      ] GCBC: Lookback Days: 11, Magnitude: 2.03% | Symbol ETA: 5.3s | Global ETA: N/A
[2025-12-04T20:53:35.219669] [DEBUG] [METRICS   ] GCBC: 2025-12-03:2025-12-04: Predicted: -4.60%, Actual: 1.69%
[2025-12-04T20:53:35.388790] [DEBUG] [METRICS   ] GCBC: 2025-12-02:2025-12-03: Predicted: 5.93%, Actual: 0.20%
[2025-12-04T20:53:35.560611] [DEBUG] [METRICS   ] GCBC: 2025-12-01:2025-12-02: Predicted: -0.44%, Actual: 1.12%
[2025-12-04T20:53:35.734976] [DEBUG] [METRICS   ] GCBC: 2025-11-28:2025-12-01: Predicted: -1.96%, Actual: 1.13%
[2025-12-04T20:53:35.909692] [DEBUG] [METRICS   ] GCBC: 2025-11-26:2025-11-28: Predicted: 1.65%, Actual: 0.79%
[2025-12-04T20:53:36.089890] [DEBUG] [METRICS   ] GCBC: 2025-11-25:2025-11-26: Predicted: -2.44%, Actual: 1.31%
[2025-12-04T20:53:36.259912] [DEBUG] [METRICS   ] GCBC: 2025-11-24:2025-11-25: Predicted: 2.92%, Actual: 0.46%
[2025-12-04T20:53:36.430037] [DEBUG] [METRICS   ] GCBC: 2025-11-21:2025-11-24: Predicted: -0.48%, Actual: 1.58%
[2025-12-04T20:53:36.599641] [DEBUG] [METRICS   ] GCBC: 2025-11-20:2025-11-21: Predicted: 0.16%, Actual: 0.34%
[2025-12-04T20:53:36.772655] [DEBUG] [METRICS   ] GCBC: 2025-11-19:2025-11-20: Predicted: 2.03%, Actual: 0.36%
[2025-12-04T20:53:36.772944] [INFO ] [main      ] GCBC: Magnitude Forecast Confidence: 36.1948%
[2025-12-04T20:53:36.773039] [INFO ] [main      ] GCBC: DISCARDED add_prev_close_to_1100 (score: 36.19%)
[2025-12-04T20:53:36.773095] [INFO ] [main      ] GCBC: Testing feature 33/53: add_prev_close_to_open
[2025-12-04T20:53:36.773167] [DEBUG] [main      ] Testing with features: ['add_true_range', 'add_atr_10', 'add_composite_volatility_context', 'add_prev_close_to_open']
[2025-12-04T20:53:36.773217] [DEBUG] [REMOTE    ] GCBC: Fetching historical data.
[2025-12-04T20:53:36.786185] [DEBUG] [REMOTE    ] GCBC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:53:36.786729] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 2
[2025-12-04T20:53:36.787830] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:53:36.787890] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:53:36.789646] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:53:36.790191] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:53:36.791149] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-12-04T20:53:36.791851] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:53:37.134307] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-12-02
[2025-12-04T20:53:37.300492] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-03
[2025-12-04T20:53:37.379111] [INFO ] [main      ] GCBC: Lookback Days: 2, Magnitude: -4.69% | Symbol ETA: 10.1s | Global ETA: N/A
[2025-12-04T20:53:37.379285] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 3
[2025-12-04T20:53:37.380242] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:53:37.380303] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:53:37.381971] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:53:37.382527] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:53:37.383467] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-12-04T20:53:37.384157] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:53:37.718825] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-12-01
[2025-12-04T20:53:37.883963] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-02
[2025-12-04T20:53:37.961551] [INFO ] [main      ] GCBC: Lookback Days: 3, Magnitude: 5.17% | Symbol ETA: 9.5s | Global ETA: N/A
[2025-12-04T20:53:37.961757] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 4
[2025-12-04T20:53:37.962721] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:53:37.962782] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:53:37.964430] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:53:37.964935] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:53:37.965872] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-12-04T20:53:37.966534] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:53:38.302443] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-28
[2025-12-04T20:53:38.486610] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-01
[2025-12-04T20:53:38.564959] [INFO ] [main      ] GCBC: Lookback Days: 4, Magnitude: -1.65% | Symbol ETA: 8.9s | Global ETA: N/A
[2025-12-04T20:53:38.565082] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 5
[2025-12-04T20:53:38.565987] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:53:38.566046] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:53:38.567661] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:53:38.568122] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:53:38.569721] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-12-04T20:53:38.570644] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:53:38.906840] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-26
[2025-12-04T20:53:39.076614] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-28
[2025-12-04T20:53:39.151532] [INFO ] [main      ] GCBC: Lookback Days: 5, Magnitude: -0.58% | Symbol ETA: 8.3s | Global ETA: N/A
[2025-12-04T20:53:39.151677] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 6
[2025-12-04T20:53:39.152513] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:53:39.152588] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:53:39.154222] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:53:39.154708] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:53:39.155590] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-12-04T20:53:39.156253] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:53:39.505233] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-25
[2025-12-04T20:53:39.688836] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-26
[2025-12-04T20:53:39.767867] [INFO ] [main      ] GCBC: Lookback Days: 6, Magnitude: 0.65% | Symbol ETA: 7.8s | Global ETA: N/A
[2025-12-04T20:53:39.768050] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 7
[2025-12-04T20:53:39.769058] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:53:39.769120] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:53:39.770829] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:53:39.771328] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:53:39.772321] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-12-04T20:53:39.773028] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:53:40.124061] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-24
[2025-12-04T20:53:40.297142] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-25
[2025-12-04T20:53:40.376063] [INFO ] [main      ] GCBC: Lookback Days: 7, Magnitude: -1.52% | Symbol ETA: 7.2s | Global ETA: N/A
[2025-12-04T20:53:40.376251] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 8
[2025-12-04T20:53:40.377228] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:53:40.377290] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:53:40.379001] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:53:40.379511] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:53:40.380481] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-12-04T20:53:40.381287] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:53:40.722090] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-21
[2025-12-04T20:53:40.897466] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-24
[2025-12-04T20:53:40.976740] [INFO ] [main      ] GCBC: Lookback Days: 8, Magnitude: 2.49% | Symbol ETA: 6.6s | Global ETA: N/A
[2025-12-04T20:53:40.976956] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 9
[2025-12-04T20:53:40.977943] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:53:40.978007] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:53:40.979739] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:53:40.980293] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:53:40.981326] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-12-04T20:53:40.982031] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:53:41.327244] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-20
[2025-12-04T20:53:41.498430] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-21
[2025-12-04T20:53:41.580087] [INFO ] [main      ] GCBC: Lookback Days: 9, Magnitude: -0.89% | Symbol ETA: 6.0s | Global ETA: N/A
[2025-12-04T20:53:41.580280] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 10
[2025-12-04T20:53:41.581294] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:53:41.581377] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:53:41.583125] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:53:41.583686] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:53:41.584648] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-12-04T20:53:41.585340] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:53:41.926271] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-19
[2025-12-04T20:53:42.100505] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-20
[2025-12-04T20:53:42.177435] [INFO ] [main      ] GCBC: Lookback Days: 10, Magnitude: 0.21% | Symbol ETA: 5.4s | Global ETA: N/A
[2025-12-04T20:53:42.177646] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 11
[2025-12-04T20:53:42.178651] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:53:42.178713] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:53:42.180384] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:53:42.180906] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:53:42.181871] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-12-04T20:53:42.182551] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:53:42.528651] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-18
[2025-12-04T20:53:42.695035] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-19
[2025-12-04T20:53:42.770815] [INFO ] [main      ] GCBC: Lookback Days: 11, Magnitude: 2.84% | Symbol ETA: 4.8s | Global ETA: N/A
[2025-12-04T20:53:42.939970] [DEBUG] [METRICS   ] GCBC: 2025-12-03:2025-12-04: Predicted: -4.69%, Actual: 1.69%
[2025-12-04T20:53:43.106836] [DEBUG] [METRICS   ] GCBC: 2025-12-02:2025-12-03: Predicted: 5.17%, Actual: 0.20%
[2025-12-04T20:53:43.277285] [DEBUG] [METRICS   ] GCBC: 2025-12-01:2025-12-02: Predicted: -1.65%, Actual: 1.12%
[2025-12-04T20:53:43.445758] [DEBUG] [METRICS   ] GCBC: 2025-11-28:2025-12-01: Predicted: -0.58%, Actual: 1.13%
[2025-12-04T20:53:43.621519] [DEBUG] [METRICS   ] GCBC: 2025-11-26:2025-11-28: Predicted: 0.65%, Actual: 0.79%
[2025-12-04T20:53:43.801259] [DEBUG] [METRICS   ] GCBC: 2025-11-25:2025-11-26: Predicted: -1.52%, Actual: 1.31%
[2025-12-04T20:53:43.978614] [DEBUG] [METRICS   ] GCBC: 2025-11-24:2025-11-25: Predicted: 2.49%, Actual: 0.46%
[2025-12-04T20:53:44.149194] [DEBUG] [METRICS   ] GCBC: 2025-11-21:2025-11-24: Predicted: -0.89%, Actual: 1.58%
[2025-12-04T20:53:44.327278] [DEBUG] [METRICS   ] GCBC: 2025-11-20:2025-11-21: Predicted: 0.21%, Actual: 0.34%
[2025-12-04T20:53:44.499811] [DEBUG] [METRICS   ] GCBC: 2025-11-19:2025-11-20: Predicted: 2.84%, Actual: 0.36%
[2025-12-04T20:53:44.500116] [INFO ] [main      ] GCBC: Magnitude Forecast Confidence: 44.4090%
[2025-12-04T20:53:44.500228] [INFO ] [main      ] GCBC: DISCARDED add_prev_close_to_open (score: 44.41%)
[2025-12-04T20:53:44.500274] [INFO ] [main      ] GCBC: Testing feature 34/53: add_prior_day_tail_pressure
[2025-12-04T20:53:44.500308] [DEBUG] [main      ] Testing with features: ['add_true_range', 'add_atr_10', 'add_composite_volatility_context', 'add_prior_day_tail_pressure']
[2025-12-04T20:53:44.500347] [DEBUG] [REMOTE    ] GCBC: Fetching historical data.
[2025-12-04T20:53:44.546731] [DEBUG] [REMOTE    ] GCBC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:53:44.547225] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 2
[2025-12-04T20:53:44.548410] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:53:44.548491] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:53:44.550340] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:53:44.550892] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:53:44.551876] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-04T20:53:44.554603] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:53:44.893659] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-12-02
[2025-12-04T20:53:45.062231] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-03
[2025-12-04T20:53:45.145163] [INFO ] [main      ] GCBC: Lookback Days: 2, Magnitude: -5.33% | Symbol ETA: 9.8s | Global ETA: N/A
[2025-12-04T20:53:45.145350] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 3
[2025-12-04T20:53:45.146375] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:53:45.146439] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:53:45.148336] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:53:45.148897] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:53:45.149865] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-04T20:53:45.152761] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:53:45.493221] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-12-01
[2025-12-04T20:53:45.665708] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-02
[2025-12-04T20:53:45.749489] [INFO ] [main      ] GCBC: Lookback Days: 3, Magnitude: 2.78% | Symbol ETA: 9.3s | Global ETA: N/A
[2025-12-04T20:53:45.749696] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 4
[2025-12-04T20:53:45.750655] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:53:45.750716] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:53:45.752380] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:53:45.752913] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:53:45.753850] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-04T20:53:45.756619] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:53:46.101693] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-28
[2025-12-04T20:53:46.273446] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-01
[2025-12-04T20:53:46.357922] [INFO ] [main      ] GCBC: Lookback Days: 4, Magnitude: 1.36% | Symbol ETA: 8.7s | Global ETA: N/A
[2025-12-04T20:53:46.358100] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 5
[2025-12-04T20:53:46.359142] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:53:46.359214] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:53:46.361195] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:53:46.361779] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:53:46.362721] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-04T20:53:46.365425] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:53:46.720886] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-26
[2025-12-04T20:53:46.894854] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-28
[2025-12-04T20:53:46.976205] [INFO ] [main      ] GCBC: Lookback Days: 5, Magnitude: -0.25% | Symbol ETA: 8.1s | Global ETA: N/A
[2025-12-04T20:53:46.976381] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 6
[2025-12-04T20:53:46.977414] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:53:46.977482] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:53:46.979331] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:53:46.979874] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:53:46.980839] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-04T20:53:46.983635] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:53:47.345955] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-25
[2025-12-04T20:53:47.520417] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-26
[2025-12-04T20:53:47.601883] [INFO ] [main      ] GCBC: Lookback Days: 6, Magnitude: 3.82% | Symbol ETA: 7.5s | Global ETA: N/A
[2025-12-04T20:53:47.602053] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 7
[2025-12-04T20:53:47.603016] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:53:47.603090] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:53:47.604766] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:53:47.605269] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:53:47.606168] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-04T20:53:47.608833] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:53:47.949140] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-24
[2025-12-04T20:53:48.114964] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-25
[2025-12-04T20:53:48.197900] [INFO ] [main      ] GCBC: Lookback Days: 7, Magnitude: -3.48% | Symbol ETA: 6.9s | Global ETA: N/A
[2025-12-04T20:53:48.198085] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 8
[2025-12-04T20:53:48.199090] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:53:48.199152] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:53:48.200858] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:53:48.201345] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:53:48.202261] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-04T20:53:48.204853] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:53:48.543090] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-21
[2025-12-04T20:53:48.709142] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-24
[2025-12-04T20:53:48.790321] [INFO ] [main      ] GCBC: Lookback Days: 8, Magnitude: 1.49% | Symbol ETA: 6.3s | Global ETA: N/A
[2025-12-04T20:53:48.790497] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 9
[2025-12-04T20:53:48.791436] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:53:48.791497] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:53:48.793156] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:53:48.793674] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:53:48.794599] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-04T20:53:48.797233] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:53:49.138381] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-20
[2025-12-04T20:53:49.304154] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-21
[2025-12-04T20:53:49.381264] [INFO ] [main      ] GCBC: Lookback Days: 9, Magnitude: -0.07% | Symbol ETA: 5.7s | Global ETA: N/A
[2025-12-04T20:53:49.381404] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 10
[2025-12-04T20:53:49.382367] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:53:49.382427] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:53:49.384110] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:53:49.384626] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:53:49.385549] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-04T20:53:49.388150] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:53:49.720009] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-19
[2025-12-04T20:53:49.887022] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-20
[2025-12-04T20:53:49.968081] [INFO ] [main      ] GCBC: Lookback Days: 10, Magnitude: -0.37% | Symbol ETA: 5.1s | Global ETA: N/A
[2025-12-04T20:53:49.968421] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 11
[2025-12-04T20:53:49.969418] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:53:49.969482] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:53:49.971227] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:53:49.971775] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:53:49.972727] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-04T20:53:49.975544] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:53:50.322352] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-18
[2025-12-04T20:53:50.501970] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-19
[2025-12-04T20:53:50.580441] [INFO ] [main      ] GCBC: Lookback Days: 11, Magnitude: -0.24% | Symbol ETA: 4.4s | Global ETA: N/A
[2025-12-04T20:53:50.750452] [DEBUG] [METRICS   ] GCBC: 2025-12-03:2025-12-04: Predicted: -5.33%, Actual: 1.69%
[2025-12-04T20:53:50.929745] [DEBUG] [METRICS   ] GCBC: 2025-12-02:2025-12-03: Predicted: 2.78%, Actual: 0.20%
[2025-12-04T20:53:51.104770] [DEBUG] [METRICS   ] GCBC: 2025-12-01:2025-12-02: Predicted: 1.36%, Actual: 1.12%
[2025-12-04T20:53:51.278800] [DEBUG] [METRICS   ] GCBC: 2025-11-28:2025-12-01: Predicted: -0.25%, Actual: 1.13%
[2025-12-04T20:53:51.448501] [DEBUG] [METRICS   ] GCBC: 2025-11-26:2025-11-28: Predicted: 3.82%, Actual: 0.79%
[2025-12-04T20:53:51.623149] [DEBUG] [METRICS   ] GCBC: 2025-11-25:2025-11-26: Predicted: -3.48%, Actual: 1.31%
[2025-12-04T20:53:51.793047] [DEBUG] [METRICS   ] GCBC: 2025-11-24:2025-11-25: Predicted: 1.49%, Actual: 0.46%
[2025-12-04T20:53:51.971500] [DEBUG] [METRICS   ] GCBC: 2025-11-21:2025-11-24: Predicted: -0.07%, Actual: 1.58%
[2025-12-04T20:53:52.146406] [DEBUG] [METRICS   ] GCBC: 2025-11-20:2025-11-21: Predicted: -0.37%, Actual: 0.34%
[2025-12-04T20:53:52.316877] [DEBUG] [METRICS   ] GCBC: 2025-11-19:2025-11-20: Predicted: -0.24%, Actual: 0.36%
[2025-12-04T20:53:52.317213] [INFO ] [main      ] GCBC: Magnitude Forecast Confidence: 37.4567%
[2025-12-04T20:53:52.317337] [INFO ] [main      ] GCBC: DISCARDED add_prior_day_tail_pressure (score: 37.46%)
[2025-12-04T20:53:52.317383] [INFO ] [main      ] GCBC: Testing feature 35/53: add_prior_mag_lag
[2025-12-04T20:53:52.317417] [DEBUG] [main      ] Testing with features: ['add_true_range', 'add_atr_10', 'add_composite_volatility_context', 'add_prior_mag_lag']
[2025-12-04T20:53:52.317456] [DEBUG] [REMOTE    ] GCBC: Fetching historical data.
[2025-12-04T20:53:52.330796] [DEBUG] [REMOTE    ] GCBC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:53:52.331375] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 2
[2025-12-04T20:53:52.332511] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:53:52.332595] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:53:52.334407] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:53:52.334992] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:53:52.335955] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-04T20:53:52.337525] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:53:52.697435] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-12-02
[2025-12-04T20:53:52.875296] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-03
[2025-12-04T20:53:52.955450] [INFO ] [main      ] GCBC: Lookback Days: 2, Magnitude: -4.64% | Symbol ETA: 9.8s | Global ETA: N/A
[2025-12-04T20:53:52.955647] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 3
[2025-12-04T20:53:52.956594] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:53:52.956653] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:53:52.958342] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:53:52.958891] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:53:52.959821] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-04T20:53:52.961368] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:53:53.294494] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-12-01
[2025-12-04T20:53:53.460840] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-02
[2025-12-04T20:53:53.553524] [INFO ] [main      ] GCBC: Lookback Days: 3, Magnitude: 4.60% | Symbol ETA: 9.0s | Global ETA: N/A
[2025-12-04T20:53:53.553746] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 4
[2025-12-04T20:53:53.554954] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:53:53.555029] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:53:53.557194] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:53:53.557877] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:53:53.558886] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-04T20:53:53.560753] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:53:53.931235] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-28
[2025-12-04T20:53:54.114401] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-01
[2025-12-04T20:53:54.203112] [INFO ] [main      ] GCBC: Lookback Days: 4, Magnitude: 0.53% | Symbol ETA: 8.5s | Global ETA: N/A
[2025-12-04T20:53:54.203300] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 5
[2025-12-04T20:53:54.204311] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:53:54.204375] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:53:54.206123] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:53:54.206654] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:53:54.207606] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-04T20:53:54.209222] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:53:54.569305] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-26
[2025-12-04T20:53:54.740615] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-28
[2025-12-04T20:53:54.819967] [INFO ] [main      ] GCBC: Lookback Days: 5, Magnitude: 1.41% | Symbol ETA: 7.9s | Global ETA: N/A
[2025-12-04T20:53:54.820143] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 6
[2025-12-04T20:53:54.821133] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:53:54.821194] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:53:54.822963] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:53:54.823485] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:53:54.824426] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-04T20:53:54.825991] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:53:55.170324] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-25
[2025-12-04T20:53:55.338999] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-26
[2025-12-04T20:53:55.417971] [INFO ] [main      ] GCBC: Lookback Days: 6, Magnitude: 2.79% | Symbol ETA: 7.2s | Global ETA: N/A
[2025-12-04T20:53:55.418147] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 7
[2025-12-04T20:53:55.419363] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:53:55.419428] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:53:55.421102] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:53:55.421618] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:53:55.422519] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-04T20:53:55.424054] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:53:55.777207] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-24
[2025-12-04T20:53:55.951905] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-25
[2025-12-04T20:53:56.032759] [INFO ] [main      ] GCBC: Lookback Days: 7, Magnitude: -3.30% | Symbol ETA: 6.6s | Global ETA: N/A
[2025-12-04T20:53:56.032944] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 8
[2025-12-04T20:53:56.033958] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:53:56.034023] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:53:56.035810] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:53:56.036350] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:53:56.037344] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-04T20:53:56.039047] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:53:56.380810] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-21
[2025-12-04T20:53:56.556753] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-24
[2025-12-04T20:53:56.635503] [INFO ] [main      ] GCBC: Lookback Days: 8, Magnitude: -0.07% | Symbol ETA: 6.0s | Global ETA: N/A
[2025-12-04T20:53:56.635708] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 9
[2025-12-04T20:53:56.636656] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:53:56.636716] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:53:56.638368] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:53:56.638883] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:53:56.639828] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-04T20:53:56.641334] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:53:56.988356] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-20
[2025-12-04T20:53:57.165521] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-21
[2025-12-04T20:53:57.243692] [INFO ] [main      ] GCBC: Lookback Days: 9, Magnitude: -0.69% | Symbol ETA: 5.4s | Global ETA: N/A
[2025-12-04T20:53:57.243817] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 10
[2025-12-04T20:53:57.244767] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:53:57.244835] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:53:57.246632] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:53:57.247121] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:53:57.248090] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-04T20:53:57.249754] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:53:57.588882] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-19
[2025-12-04T20:53:57.755530] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-20
[2025-12-04T20:53:57.830953] [INFO ] [main      ] GCBC: Lookback Days: 10, Magnitude: -2.20% | Symbol ETA: 4.7s | Global ETA: N/A
[2025-12-04T20:53:57.831110] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 11
[2025-12-04T20:53:57.831981] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:53:57.832041] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:53:57.833692] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:53:57.834155] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:53:57.835038] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-04T20:53:57.836609] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:53:58.181868] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-18
[2025-12-04T20:53:58.354529] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-19
[2025-12-04T20:53:58.434052] [INFO ] [main      ] GCBC: Lookback Days: 11, Magnitude: -1.17% | Symbol ETA: 4.1s | Global ETA: N/A
[2025-12-04T20:53:58.604110] [DEBUG] [METRICS   ] GCBC: 2025-12-03:2025-12-04: Predicted: -4.64%, Actual: 1.69%
[2025-12-04T20:53:58.774825] [DEBUG] [METRICS   ] GCBC: 2025-12-02:2025-12-03: Predicted: 4.60%, Actual: 0.20%
[2025-12-04T20:53:58.944740] [DEBUG] [METRICS   ] GCBC: 2025-12-01:2025-12-02: Predicted: 0.53%, Actual: 1.12%
[2025-12-04T20:53:59.114227] [DEBUG] [METRICS   ] GCBC: 2025-11-28:2025-12-01: Predicted: 1.41%, Actual: 1.13%
[2025-12-04T20:53:59.277015] [DEBUG] [METRICS   ] GCBC: 2025-11-26:2025-11-28: Predicted: 2.79%, Actual: 0.79%
[2025-12-04T20:53:59.439544] [DEBUG] [METRICS   ] GCBC: 2025-11-25:2025-11-26: Predicted: -3.30%, Actual: 1.31%
[2025-12-04T20:53:59.607035] [DEBUG] [METRICS   ] GCBC: 2025-11-24:2025-11-25: Predicted: -0.07%, Actual: 0.46%
[2025-12-04T20:53:59.776518] [DEBUG] [METRICS   ] GCBC: 2025-11-21:2025-11-24: Predicted: -0.69%, Actual: 1.58%
[2025-12-04T20:53:59.948912] [DEBUG] [METRICS   ] GCBC: 2025-11-20:2025-11-21: Predicted: -2.20%, Actual: 0.34%
[2025-12-04T20:54:00.123141] [DEBUG] [METRICS   ] GCBC: 2025-11-19:2025-11-20: Predicted: -1.17%, Actual: 0.36%
[2025-12-04T20:54:00.123434] [INFO ] [main      ] GCBC: Magnitude Forecast Confidence: 35.1100%
[2025-12-04T20:54:00.123535] [INFO ] [main      ] GCBC: DISCARDED add_prior_mag_lag (score: 35.11%)
[2025-12-04T20:54:00.123598] [INFO ] [main      ] GCBC: Testing feature 36/53: add_range_overlap_v_prior_day
[2025-12-04T20:54:00.123641] [DEBUG] [main      ] Testing with features: ['add_true_range', 'add_atr_10', 'add_composite_volatility_context', 'add_range_overlap_v_prior_day']
[2025-12-04T20:54:00.123684] [DEBUG] [REMOTE    ] GCBC: Fetching historical data.
[2025-12-04T20:54:00.136341] [DEBUG] [REMOTE    ] GCBC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:54:00.136857] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 2
[2025-12-04T20:54:00.138049] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:54:00.138115] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:54:00.139937] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:54:00.140502] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:54:00.141482] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-04T20:54:00.144078] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:54:00.488024] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-12-02
[2025-12-04T20:54:00.658918] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-03
[2025-12-04T20:54:00.734393] [INFO ] [main      ] GCBC: Lookback Days: 2, Magnitude: -5.79% | Symbol ETA: 9.2s | Global ETA: N/A
[2025-12-04T20:54:00.734512] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 3
[2025-12-04T20:54:00.735395] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:54:00.735456] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:54:00.737121] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:54:00.737673] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:54:00.738562] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-04T20:54:00.740943] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:54:01.076653] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-12-01
[2025-12-04T20:54:01.240824] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-02
[2025-12-04T20:54:01.316933] [INFO ] [main      ] GCBC: Lookback Days: 3, Magnitude: 2.65% | Symbol ETA: 8.5s | Global ETA: N/A
[2025-12-04T20:54:01.317055] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 4
[2025-12-04T20:54:01.317922] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:54:01.317982] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:54:01.319618] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:54:01.320094] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:54:01.320961] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-04T20:54:01.323250] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:54:01.654882] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-28
[2025-12-04T20:54:01.828914] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-01
[2025-12-04T20:54:01.908192] [INFO ] [main      ] GCBC: Lookback Days: 4, Magnitude: -1.38% | Symbol ETA: 7.9s | Global ETA: N/A
[2025-12-04T20:54:01.908347] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 5
[2025-12-04T20:54:01.909229] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:54:01.909289] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:54:01.910920] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:54:01.911404] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:54:01.912277] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-04T20:54:01.914627] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:54:02.273268] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-26
[2025-12-04T20:54:02.458650] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-28
[2025-12-04T20:54:02.542262] [INFO ] [main      ] GCBC: Lookback Days: 5, Magnitude: -0.25% | Symbol ETA: 7.4s | Global ETA: N/A
[2025-12-04T20:54:02.542396] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 6
[2025-12-04T20:54:02.543391] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:54:02.543454] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:54:02.545204] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:54:02.545747] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:54:02.546793] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-04T20:54:02.549221] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:54:02.903666] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-25
[2025-12-04T20:54:03.079123] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-26
[2025-12-04T20:54:03.159441] [INFO ] [main      ] GCBC: Lookback Days: 6, Magnitude: 0.80% | Symbol ETA: 6.8s | Global ETA: N/A
[2025-12-04T20:54:03.159653] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 7
[2025-12-04T20:54:03.160648] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:54:03.160713] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:54:03.162462] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:54:03.163021] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:54:03.163990] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-04T20:54:03.166542] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:54:03.528086] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-24
[2025-12-04T20:54:03.701008] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-25
[2025-12-04T20:54:03.785675] [INFO ] [main      ] GCBC: Lookback Days: 7, Magnitude: -3.95% | Symbol ETA: 6.2s | Global ETA: N/A
[2025-12-04T20:54:03.785877] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 8
[2025-12-04T20:54:03.787000] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:54:03.787064] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:54:03.788884] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:54:03.789434] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:54:03.790402] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-04T20:54:03.792936] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:54:04.137768] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-21
[2025-12-04T20:54:04.309840] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-24
[2025-12-04T20:54:04.384388] [INFO ] [main      ] GCBC: Lookback Days: 8, Magnitude: 1.27% | Symbol ETA: 5.6s | Global ETA: N/A
[2025-12-04T20:54:04.384518] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 9
[2025-12-04T20:54:04.385394] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:54:04.385454] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:54:04.387115] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:54:04.387607] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:54:04.388492] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-04T20:54:04.390887] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:54:04.720879] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-20
[2025-12-04T20:54:04.887171] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-21
[2025-12-04T20:54:04.962948] [INFO ] [main      ] GCBC: Lookback Days: 9, Magnitude: 0.16% | Symbol ETA: 5.0s | Global ETA: N/A
[2025-12-04T20:54:04.963072] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 10
[2025-12-04T20:54:04.963986] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:54:04.964046] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:54:04.965672] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:54:04.966163] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:54:04.967040] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-04T20:54:04.969357] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:54:05.390926] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-19
[2025-12-04T20:54:05.626137] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-20
[2025-12-04T20:54:05.727918] [INFO ] [main      ] GCBC: Lookback Days: 10, Magnitude: 0.35% | Symbol ETA: 4.4s | Global ETA: N/A
[2025-12-04T20:54:05.728077] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 11
[2025-12-04T20:54:05.729619] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:54:05.729721] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:54:05.731827] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:54:05.732474] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:54:05.733592] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-04T20:54:05.736557] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:54:06.114453] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-18
[2025-12-04T20:54:06.296126] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-19
[2025-12-04T20:54:06.379358] [INFO ] [main      ] GCBC: Lookback Days: 11, Magnitude: -1.17% | Symbol ETA: 3.8s | Global ETA: N/A
[2025-12-04T20:54:06.561858] [DEBUG] [METRICS   ] GCBC: 2025-12-03:2025-12-04: Predicted: -5.79%, Actual: 1.69%
[2025-12-04T20:54:06.742921] [DEBUG] [METRICS   ] GCBC: 2025-12-02:2025-12-03: Predicted: 2.65%, Actual: 0.20%
[2025-12-04T20:54:06.930987] [DEBUG] [METRICS   ] GCBC: 2025-12-01:2025-12-02: Predicted: -1.38%, Actual: 1.12%
[2025-12-04T20:54:07.111314] [DEBUG] [METRICS   ] GCBC: 2025-11-28:2025-12-01: Predicted: -0.25%, Actual: 1.13%
[2025-12-04T20:54:07.285281] [DEBUG] [METRICS   ] GCBC: 2025-11-26:2025-11-28: Predicted: 0.80%, Actual: 0.79%
[2025-12-04T20:54:07.462134] [DEBUG] [METRICS   ] GCBC: 2025-11-25:2025-11-26: Predicted: -3.95%, Actual: 1.31%
[2025-12-04T20:54:07.637454] [DEBUG] [METRICS   ] GCBC: 2025-11-24:2025-11-25: Predicted: 1.27%, Actual: 0.46%
[2025-12-04T20:54:07.813803] [DEBUG] [METRICS   ] GCBC: 2025-11-21:2025-11-24: Predicted: 0.16%, Actual: 1.58%
[2025-12-04T20:54:07.991702] [DEBUG] [METRICS   ] GCBC: 2025-11-20:2025-11-21: Predicted: 0.35%, Actual: 0.34%
[2025-12-04T20:54:08.160484] [DEBUG] [METRICS   ] GCBC: 2025-11-19:2025-11-20: Predicted: -1.17%, Actual: 0.36%
[2025-12-04T20:54:08.160689] [INFO ] [main      ] GCBC: Magnitude Forecast Confidence: 40.8339%
[2025-12-04T20:54:08.160766] [INFO ] [main      ] GCBC: DISCARDED add_range_overlap_v_prior_day (score: 40.83%)
[2025-12-04T20:54:08.160808] [INFO ] [main      ] GCBC: Testing feature 37/53: add_range_volume_efficiency
[2025-12-04T20:54:08.160841] [DEBUG] [main      ] Testing with features: ['add_true_range', 'add_atr_10', 'add_composite_volatility_context', 'add_range_volume_efficiency']
[2025-12-04T20:54:08.160900] [DEBUG] [REMOTE    ] GCBC: Fetching historical data.
[2025-12-04T20:54:08.171924] [DEBUG] [REMOTE    ] GCBC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:54:08.172329] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 2
[2025-12-04T20:54:08.173333] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:54:08.173399] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:54:08.175117] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:54:08.175642] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:54:08.176534] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-04T20:54:08.178770] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:54:08.523682] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-12-02
[2025-12-04T20:54:08.693391] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-03
[2025-12-04T20:54:08.768020] [INFO ] [main      ] GCBC: Lookback Days: 2, Magnitude: -4.65% | Symbol ETA: 8.9s | Global ETA: N/A
[2025-12-04T20:54:08.768137] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 3
[2025-12-04T20:54:08.769070] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:54:08.769129] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:54:08.770815] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:54:08.771318] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:54:08.772246] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-04T20:54:08.774390] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:54:09.110429] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-12-01
[2025-12-04T20:54:09.276998] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-02
[2025-12-04T20:54:09.353603] [INFO ] [main      ] GCBC: Lookback Days: 3, Magnitude: 4.23% | Symbol ETA: 8.3s | Global ETA: N/A
[2025-12-04T20:54:09.353725] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 4
[2025-12-04T20:54:09.354585] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:54:09.354643] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:54:09.356296] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:54:09.356812] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:54:09.357761] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-04T20:54:09.359918] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:54:09.700562] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-28
[2025-12-04T20:54:09.868266] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-01
[2025-12-04T20:54:09.943722] [INFO ] [main      ] GCBC: Lookback Days: 4, Magnitude: 0.72% | Symbol ETA: 7.7s | Global ETA: N/A
[2025-12-04T20:54:09.943850] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 5
[2025-12-04T20:54:09.944713] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:54:09.944771] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:54:09.946374] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:54:09.946875] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:54:09.947750] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-04T20:54:09.949834] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:54:10.285807] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-26
[2025-12-04T20:54:10.451871] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-28
[2025-12-04T20:54:10.527794] [INFO ] [main      ] GCBC: Lookback Days: 5, Magnitude: 0.11% | Symbol ETA: 7.1s | Global ETA: N/A
[2025-12-04T20:54:10.527913] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 6
[2025-12-04T20:54:10.528843] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:54:10.528905] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:54:10.530674] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:54:10.531174] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:54:10.532095] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-04T20:54:10.534296] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:54:10.872032] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-25
[2025-12-04T20:54:11.037882] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-26
[2025-12-04T20:54:11.114984] [INFO ] [main      ] GCBC: Lookback Days: 6, Magnitude: 2.61% | Symbol ETA: 6.5s | Global ETA: N/A
[2025-12-04T20:54:11.115103] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 7
[2025-12-04T20:54:11.115982] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:54:11.116040] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:54:11.117667] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:54:11.118143] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:54:11.119051] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-04T20:54:11.121165] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:54:11.452313] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-24
[2025-12-04T20:54:11.619802] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-25
[2025-12-04T20:54:11.698979] [INFO ] [main      ] GCBC: Lookback Days: 7, Magnitude: -2.09% | Symbol ETA: 5.9s | Global ETA: N/A
[2025-12-04T20:54:11.699120] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 8
[2025-12-04T20:54:11.699987] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:54:11.700045] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:54:11.701672] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:54:11.702155] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:54:11.703039] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-04T20:54:11.705160] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:54:12.040057] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-21
[2025-12-04T20:54:12.209405] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-24
[2025-12-04T20:54:12.281683] [INFO ] [main      ] GCBC: Lookback Days: 8, Magnitude: 1.67% | Symbol ETA: 5.3s | Global ETA: N/A
[2025-12-04T20:54:12.281800] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 9
[2025-12-04T20:54:12.282661] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:54:12.282720] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:54:12.284311] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:54:12.284803] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:54:12.285679] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-04T20:54:12.287708] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:54:12.622228] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-20
[2025-12-04T20:54:12.793851] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-21
[2025-12-04T20:54:12.868940] [INFO ] [main      ] GCBC: Lookback Days: 9, Magnitude: -1.76% | Symbol ETA: 4.7s | Global ETA: N/A
[2025-12-04T20:54:12.869056] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 10
[2025-12-04T20:54:12.869949] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:54:12.870008] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:54:12.871655] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:54:12.872130] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:54:12.873014] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-04T20:54:12.875090] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:54:13.209174] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-19
[2025-12-04T20:54:13.377251] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-20
[2025-12-04T20:54:13.452030] [INFO ] [main      ] GCBC: Lookback Days: 10, Magnitude: 2.72% | Symbol ETA: 4.2s | Global ETA: N/A
[2025-12-04T20:54:13.452145] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 11
[2025-12-04T20:54:13.453000] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:54:13.453058] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:54:13.454843] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:54:13.455313] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:54:13.456207] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-04T20:54:13.458281] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:54:13.797413] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-18
[2025-12-04T20:54:13.964558] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-19
[2025-12-04T20:54:14.038627] [INFO ] [main      ] GCBC: Lookback Days: 11, Magnitude: 2.23% | Symbol ETA: 3.6s | Global ETA: N/A
[2025-12-04T20:54:14.207279] [DEBUG] [METRICS   ] GCBC: 2025-12-03:2025-12-04: Predicted: -4.65%, Actual: 1.69%
[2025-12-04T20:54:14.376890] [DEBUG] [METRICS   ] GCBC: 2025-12-02:2025-12-03: Predicted: 4.23%, Actual: 0.20%
[2025-12-04T20:54:14.545631] [DEBUG] [METRICS   ] GCBC: 2025-12-01:2025-12-02: Predicted: 0.72%, Actual: 1.12%
[2025-12-04T20:54:14.712149] [DEBUG] [METRICS   ] GCBC: 2025-11-28:2025-12-01: Predicted: 0.11%, Actual: 1.13%
[2025-12-04T20:54:14.882266] [DEBUG] [METRICS   ] GCBC: 2025-11-26:2025-11-28: Predicted: 2.61%, Actual: 0.79%
[2025-12-04T20:54:15.049164] [DEBUG] [METRICS   ] GCBC: 2025-11-25:2025-11-26: Predicted: -2.09%, Actual: 1.31%
[2025-12-04T20:54:15.217141] [DEBUG] [METRICS   ] GCBC: 2025-11-24:2025-11-25: Predicted: 1.67%, Actual: 0.46%
[2025-12-04T20:54:15.449514] [DEBUG] [METRICS   ] GCBC: 2025-11-21:2025-11-24: Predicted: -1.76%, Actual: 1.58%
[2025-12-04T20:54:15.615786] [DEBUG] [METRICS   ] GCBC: 2025-11-20:2025-11-21: Predicted: 2.72%, Actual: 0.34%
[2025-12-04T20:54:15.780910] [DEBUG] [METRICS   ] GCBC: 2025-11-19:2025-11-20: Predicted: 2.23%, Actual: 0.36%
[2025-12-04T20:54:15.781051] [INFO ] [main      ] GCBC: Magnitude Forecast Confidence: 34.6458%
[2025-12-04T20:54:15.781132] [INFO ] [main      ] GCBC: DISCARDED add_range_volume_efficiency (score: 34.65%)
[2025-12-04T20:54:15.781172] [INFO ] [main      ] GCBC: Testing feature 38/53: add_range_volume_efficiency_refinements
[2025-12-04T20:54:15.781234] [DEBUG] [main      ] Testing with features: ['add_true_range', 'add_atr_10', 'add_composite_volatility_context', 'add_range_volume_efficiency_refinements']
[2025-12-04T20:54:15.781270] [DEBUG] [REMOTE    ] GCBC: Fetching historical data.
[2025-12-04T20:54:15.792846] [DEBUG] [REMOTE    ] GCBC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:54:15.793192] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 2
[2025-12-04T20:54:15.794228] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:54:15.794288] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:54:15.795961] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:54:15.796454] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:54:15.797349] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-04T20:54:15.801229] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:54:16.132265] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-12-02
[2025-12-04T20:54:16.299945] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-03
[2025-12-04T20:54:16.374330] [INFO ] [main      ] GCBC: Lookback Days: 2, Magnitude: -5.58% | Symbol ETA: 8.3s | Global ETA: N/A
[2025-12-04T20:54:16.374452] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 3
[2025-12-04T20:54:16.375307] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:54:16.375366] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:54:16.377016] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:54:16.377499] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:54:16.378418] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-04T20:54:16.382295] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:54:16.714839] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-12-01
[2025-12-04T20:54:16.882377] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-02
[2025-12-04T20:54:16.957516] [INFO ] [main      ] GCBC: Lookback Days: 3, Magnitude: 0.96% | Symbol ETA: 7.7s | Global ETA: N/A
[2025-12-04T20:54:16.957663] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 4
[2025-12-04T20:54:16.958526] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:54:16.958601] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:54:16.960221] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:54:16.960705] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:54:16.961548] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-04T20:54:16.965321] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:54:17.298907] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-28
[2025-12-04T20:54:17.468850] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-01
[2025-12-04T20:54:17.546060] [INFO ] [main      ] GCBC: Lookback Days: 4, Magnitude: 0.06% | Symbol ETA: 7.2s | Global ETA: N/A
[2025-12-04T20:54:17.546183] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 5
[2025-12-04T20:54:17.547044] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:54:17.547103] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:54:17.548747] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:54:17.549218] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:54:17.550129] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-04T20:54:17.553926] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:54:17.889946] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-26
[2025-12-04T20:54:18.055464] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-28
[2025-12-04T20:54:18.130073] [INFO ] [main      ] GCBC: Lookback Days: 5, Magnitude: 0.13% | Symbol ETA: 6.6s | Global ETA: N/A
[2025-12-04T20:54:18.130190] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 6
[2025-12-04T20:54:18.131047] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:54:18.131106] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:54:18.132718] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:54:18.133187] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:54:18.134057] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-04T20:54:18.137864] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:54:18.473843] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-25
[2025-12-04T20:54:18.640014] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-26
[2025-12-04T20:54:18.718168] [INFO ] [main      ] GCBC: Lookback Days: 6, Magnitude: 1.45% | Symbol ETA: 6.0s | Global ETA: N/A
[2025-12-04T20:54:18.718375] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 7
[2025-12-04T20:54:18.719400] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:54:18.719465] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:54:18.721252] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:54:18.721849] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:54:18.722856] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-04T20:54:18.727016] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:54:19.086653] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-24
[2025-12-04T20:54:19.264159] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-25
[2025-12-04T20:54:19.343078] [INFO ] [main      ] GCBC: Lookback Days: 7, Magnitude: -3.95% | Symbol ETA: 5.5s | Global ETA: N/A
[2025-12-04T20:54:19.343255] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 8
[2025-12-04T20:54:19.344228] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:54:19.344290] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:54:19.345982] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:54:19.346607] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:54:19.347524] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-04T20:54:19.351467] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:54:19.737651] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-21
[2025-12-04T20:54:19.906459] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-24
[2025-12-04T20:54:19.984892] [INFO ] [main      ] GCBC: Lookback Days: 8, Magnitude: 0.92% | Symbol ETA: 4.9s | Global ETA: N/A
[2025-12-04T20:54:19.985074] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 9
[2025-12-04T20:54:19.986197] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:54:19.986263] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:54:19.987993] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:54:19.991788] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:54:19.992872] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-04T20:54:19.996962] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:54:20.347383] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-20
[2025-12-04T20:54:20.526077] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-21
[2025-12-04T20:54:20.612613] [INFO ] [main      ] GCBC: Lookback Days: 9, Magnitude: -1.89% | Symbol ETA: 4.3s | Global ETA: N/A
[2025-12-04T20:54:20.612811] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 10
[2025-12-04T20:54:20.613826] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:54:20.613888] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:54:20.615687] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:54:20.616223] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:54:20.617156] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-04T20:54:20.621162] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:54:20.973451] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-19
[2025-12-04T20:54:21.152009] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-20
[2025-12-04T20:54:21.234559] [INFO ] [main      ] GCBC: Lookback Days: 10, Magnitude: 1.42% | Symbol ETA: 3.7s | Global ETA: N/A
[2025-12-04T20:54:21.234774] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 11
[2025-12-04T20:54:21.235762] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:54:21.235836] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:54:21.237659] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:54:21.238198] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:54:21.239203] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-04T20:54:21.243294] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:54:21.584798] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-18
[2025-12-04T20:54:21.750470] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-19
[2025-12-04T20:54:21.824619] [INFO ] [main      ] GCBC: Lookback Days: 11, Magnitude: -0.10% | Symbol ETA: 3.1s | Global ETA: N/A
[2025-12-04T20:54:21.988863] [DEBUG] [METRICS   ] GCBC: 2025-12-03:2025-12-04: Predicted: -5.58%, Actual: 1.69%
[2025-12-04T20:54:22.152383] [DEBUG] [METRICS   ] GCBC: 2025-12-02:2025-12-03: Predicted: 0.96%, Actual: 0.20%
[2025-12-04T20:54:22.316457] [DEBUG] [METRICS   ] GCBC: 2025-12-01:2025-12-02: Predicted: 0.06%, Actual: 1.12%
[2025-12-04T20:54:22.478624] [DEBUG] [METRICS   ] GCBC: 2025-11-28:2025-12-01: Predicted: 0.13%, Actual: 1.13%
[2025-12-04T20:54:22.641749] [DEBUG] [METRICS   ] GCBC: 2025-11-26:2025-11-28: Predicted: 1.45%, Actual: 0.79%
[2025-12-04T20:54:22.806283] [DEBUG] [METRICS   ] GCBC: 2025-11-25:2025-11-26: Predicted: -3.95%, Actual: 1.31%
[2025-12-04T20:54:22.969203] [DEBUG] [METRICS   ] GCBC: 2025-11-24:2025-11-25: Predicted: 0.92%, Actual: 0.46%
[2025-12-04T20:54:23.132296] [DEBUG] [METRICS   ] GCBC: 2025-11-21:2025-11-24: Predicted: -1.89%, Actual: 1.58%
[2025-12-04T20:54:23.295398] [DEBUG] [METRICS   ] GCBC: 2025-11-20:2025-11-21: Predicted: 1.42%, Actual: 0.34%
[2025-12-04T20:54:23.458674] [DEBUG] [METRICS   ] GCBC: 2025-11-19:2025-11-20: Predicted: -0.10%, Actual: 0.36%
[2025-12-04T20:54:23.458854] [INFO ] [main      ] GCBC: Magnitude Forecast Confidence: 34.8212%
[2025-12-04T20:54:23.458934] [INFO ] [main      ] GCBC: DISCARDED add_range_volume_efficiency_refinements (score: 34.82%)
[2025-12-04T20:54:23.458975] [INFO ] [main      ] GCBC: Testing feature 39/53: add_regime
[2025-12-04T20:54:23.459005] [DEBUG] [main      ] Testing with features: ['add_true_range', 'add_atr_10', 'add_composite_volatility_context', 'add_regime']
[2025-12-04T20:54:23.459039] [DEBUG] [REMOTE    ] GCBC: Fetching historical data.
[2025-12-04T20:54:23.469304] [DEBUG] [REMOTE    ] GCBC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:54:23.469646] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 2
[2025-12-04T20:54:23.470618] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:54:23.470676] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:54:23.472304] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:54:23.472809] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:54:23.473679] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-04T20:54:23.490620] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:54:23.822505] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-12-02
[2025-12-04T20:54:23.986496] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-03
[2025-12-04T20:54:24.064075] [INFO ] [main      ] GCBC: Lookback Days: 2, Magnitude: -3.52% | Symbol ETA: 8.2s | Global ETA: N/A
[2025-12-04T20:54:24.064204] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 3
[2025-12-04T20:54:24.065087] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:54:24.065146] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:54:24.066756] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:54:24.067239] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:54:24.068119] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-04T20:54:24.084650] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:54:24.414209] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-12-01
[2025-12-04T20:54:24.580279] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-02
[2025-12-04T20:54:24.659443] [INFO ] [main      ] GCBC: Lookback Days: 3, Magnitude: 4.38% | Symbol ETA: 7.6s | Global ETA: N/A
[2025-12-04T20:54:24.659588] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 4
[2025-12-04T20:54:24.660433] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:54:24.660492] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:54:24.662106] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:54:24.662605] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:54:24.663466] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-04T20:54:24.680208] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:54:25.007912] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-28
[2025-12-04T20:54:25.172066] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-01
[2025-12-04T20:54:25.250655] [INFO ] [main      ] GCBC: Lookback Days: 4, Magnitude: -0.42% | Symbol ETA: 7.0s | Global ETA: N/A
[2025-12-04T20:54:25.250803] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 5
[2025-12-04T20:54:25.251962] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:54:25.252036] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:54:25.254365] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:54:25.255036] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:54:25.255991] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-04T20:54:25.273351] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:54:25.602750] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-26
[2025-12-04T20:54:25.769869] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-28
[2025-12-04T20:54:25.848345] [INFO ] [main      ] GCBC: Lookback Days: 5, Magnitude: 0.11% | Symbol ETA: 6.4s | Global ETA: N/A
[2025-12-04T20:54:25.848466] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 6
[2025-12-04T20:54:25.849364] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:54:25.849424] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:54:25.851073] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:54:25.851549] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:54:25.852419] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-04T20:54:25.869397] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:54:26.200650] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-25
[2025-12-04T20:54:26.365823] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-26
[2025-12-04T20:54:26.444617] [INFO ] [main      ] GCBC: Lookback Days: 6, Magnitude: 2.22% | Symbol ETA: 5.8s | Global ETA: N/A
[2025-12-04T20:54:26.444738] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 7
[2025-12-04T20:54:26.445593] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:54:26.445654] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:54:26.447259] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:54:26.447758] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:54:26.448780] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-04T20:54:26.465625] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:54:26.804046] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-24
[2025-12-04T20:54:26.975295] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-25
[2025-12-04T20:54:27.058149] [INFO ] [main      ] GCBC: Lookback Days: 7, Magnitude: -4.32% | Symbol ETA: 5.2s | Global ETA: N/A
[2025-12-04T20:54:27.058381] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 8
[2025-12-04T20:54:27.059356] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:54:27.059419] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:54:27.061110] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:54:27.061653] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:54:27.062570] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-04T20:54:27.079642] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:54:27.447264] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-21
[2025-12-04T20:54:27.614946] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-24
[2025-12-04T20:54:27.696945] [INFO ] [main      ] GCBC: Lookback Days: 8, Magnitude: 3.34% | Symbol ETA: 4.6s | Global ETA: N/A
[2025-12-04T20:54:27.697165] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 9
[2025-12-04T20:54:27.698152] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:54:27.698217] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:54:27.699974] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:54:27.700525] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:54:27.701444] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-04T20:54:27.719668] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:54:28.044971] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-20
[2025-12-04T20:54:28.205812] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-21
[2025-12-04T20:54:28.286016] [INFO ] [main      ] GCBC: Lookback Days: 9, Magnitude: -0.42% | Symbol ETA: 4.0s | Global ETA: N/A
[2025-12-04T20:54:28.286136] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 10
[2025-12-04T20:54:28.287017] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:54:28.287077] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:54:28.288704] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:54:28.289175] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:54:28.290094] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-04T20:54:28.306316] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:54:28.634025] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-19
[2025-12-04T20:54:28.796869] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-20
[2025-12-04T20:54:28.875029] [INFO ] [main      ] GCBC: Lookback Days: 10, Magnitude: -0.18% | Symbol ETA: 3.4s | Global ETA: N/A
[2025-12-04T20:54:28.875158] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 11
[2025-12-04T20:54:28.876094] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:54:28.876155] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:54:28.877903] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:54:28.878422] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:54:28.879360] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-04T20:54:28.896980] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:54:29.229647] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-18
[2025-12-04T20:54:29.392924] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-19
[2025-12-04T20:54:29.470982] [INFO ] [main      ] GCBC: Lookback Days: 11, Magnitude: -0.68% | Symbol ETA: 2.8s | Global ETA: N/A
[2025-12-04T20:54:29.637728] [DEBUG] [METRICS   ] GCBC: 2025-12-03:2025-12-04: Predicted: -3.52%, Actual: 1.69%
[2025-12-04T20:54:29.803419] [DEBUG] [METRICS   ] GCBC: 2025-12-02:2025-12-03: Predicted: 4.38%, Actual: 0.20%
[2025-12-04T20:54:29.973947] [DEBUG] [METRICS   ] GCBC: 2025-12-01:2025-12-02: Predicted: -0.42%, Actual: 1.12%
[2025-12-04T20:54:30.147596] [DEBUG] [METRICS   ] GCBC: 2025-11-28:2025-12-01: Predicted: 0.11%, Actual: 1.13%
[2025-12-04T20:54:30.316714] [DEBUG] [METRICS   ] GCBC: 2025-11-26:2025-11-28: Predicted: 2.22%, Actual: 0.79%
[2025-12-04T20:54:30.486994] [DEBUG] [METRICS   ] GCBC: 2025-11-25:2025-11-26: Predicted: -4.32%, Actual: 1.31%
[2025-12-04T20:54:30.654130] [DEBUG] [METRICS   ] GCBC: 2025-11-24:2025-11-25: Predicted: 3.34%, Actual: 0.46%
[2025-12-04T20:54:30.817553] [DEBUG] [METRICS   ] GCBC: 2025-11-21:2025-11-24: Predicted: -0.42%, Actual: 1.58%
[2025-12-04T20:54:30.981935] [DEBUG] [METRICS   ] GCBC: 2025-11-20:2025-11-21: Predicted: -0.18%, Actual: 0.34%
[2025-12-04T20:54:31.145782] [DEBUG] [METRICS   ] GCBC: 2025-11-19:2025-11-20: Predicted: -0.68%, Actual: 0.36%
[2025-12-04T20:54:31.146005] [INFO ] [main      ] GCBC: Magnitude Forecast Confidence: 33.2433%
[2025-12-04T20:54:31.146088] [INFO ] [main      ] GCBC: DISCARDED add_regime (score: 33.24%)
[2025-12-04T20:54:31.146128] [INFO ] [main      ] GCBC: Testing feature 40/53: add_regime_flags
[2025-12-04T20:54:31.146159] [DEBUG] [main      ] Testing with features: ['add_true_range', 'add_atr_10', 'add_composite_volatility_context', 'add_regime_flags']
[2025-12-04T20:54:31.146194] [DEBUG] [REMOTE    ] GCBC: Fetching historical data.
[2025-12-04T20:54:31.156490] [DEBUG] [REMOTE    ] GCBC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:54:31.156869] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 2
[2025-12-04T20:54:31.157875] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:54:31.157934] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:54:31.159637] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:54:31.160133] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:54:31.161025] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:54:31.162008] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:54:31.533513] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-12-02
[2025-12-04T20:54:31.695886] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-03
[2025-12-04T20:54:31.770483] [INFO ] [main      ] GCBC: Lookback Days: 2, Magnitude: -5.50% | Symbol ETA: 8.1s | Global ETA: N/A
[2025-12-04T20:54:31.770629] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 3
[2025-12-04T20:54:31.771466] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:54:31.771524] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:54:31.773153] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:54:31.773644] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:54:31.774501] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:54:31.775489] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:54:32.125004] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-12-01
[2025-12-04T20:54:32.290250] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-02
[2025-12-04T20:54:32.365760] [INFO ] [main      ] GCBC: Lookback Days: 3, Magnitude: 1.74% | Symbol ETA: 7.4s | Global ETA: N/A
[2025-12-04T20:54:32.365886] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 4
[2025-12-04T20:54:32.366832] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:54:32.366893] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:54:32.368660] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:54:32.369157] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:54:32.370063] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:54:32.371066] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:54:32.705302] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-28
[2025-12-04T20:54:32.880960] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-01
[2025-12-04T20:54:32.961125] [INFO ] [main      ] GCBC: Lookback Days: 4, Magnitude: -0.46% | Symbol ETA: 6.8s | Global ETA: N/A
[2025-12-04T20:54:32.961308] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 5
[2025-12-04T20:54:32.962301] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:54:32.962366] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:54:32.964187] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:54:32.964793] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:54:32.965817] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:54:32.966844] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:54:33.305937] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-26
[2025-12-04T20:54:33.472059] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-28
[2025-12-04T20:54:33.547611] [INFO ] [main      ] GCBC: Lookback Days: 5, Magnitude: -2.31% | Symbol ETA: 6.1s | Global ETA: N/A
[2025-12-04T20:54:33.547736] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 6
[2025-12-04T20:54:33.548630] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:54:33.548690] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:54:33.550388] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:54:33.550889] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:54:33.551771] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:54:33.552759] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:54:33.898836] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-25
[2025-12-04T20:54:34.071076] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-26
[2025-12-04T20:54:34.145757] [INFO ] [main      ] GCBC: Lookback Days: 6, Magnitude: 1.72% | Symbol ETA: 5.6s | Global ETA: N/A
[2025-12-04T20:54:34.145879] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 7
[2025-12-04T20:54:34.146770] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:54:34.146832] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:54:34.148504] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:54:34.149011] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:54:34.149912] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:54:34.150933] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:54:34.483983] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-24
[2025-12-04T20:54:34.647889] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-25
[2025-12-04T20:54:34.722921] [INFO ] [main      ] GCBC: Lookback Days: 7, Magnitude: -5.12% | Symbol ETA: 4.9s | Global ETA: N/A
[2025-12-04T20:54:34.723042] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 8
[2025-12-04T20:54:34.723914] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:54:34.723973] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:54:34.725602] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:54:34.726076] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:54:34.726952] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:54:34.727979] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:54:35.066360] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-21
[2025-12-04T20:54:35.236236] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-24
[2025-12-04T20:54:35.310102] [INFO ] [main      ] GCBC: Lookback Days: 8, Magnitude: 1.29% | Symbol ETA: 4.3s | Global ETA: N/A
[2025-12-04T20:54:35.310229] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 9
[2025-12-04T20:54:35.311118] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:54:35.311180] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:54:35.312909] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:54:35.313416] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:54:35.314290] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:54:35.315264] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:54:35.666299] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-20
[2025-12-04T20:54:35.838758] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-21
[2025-12-04T20:54:35.914913] [INFO ] [main      ] GCBC: Lookback Days: 9, Magnitude: -1.31% | Symbol ETA: 3.8s | Global ETA: N/A
[2025-12-04T20:54:35.915034] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 10
[2025-12-04T20:54:35.915945] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:54:35.916006] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:54:35.917719] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:54:35.918205] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:54:35.919139] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:54:35.920219] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:54:36.269832] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-19
[2025-12-04T20:54:36.447354] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-20
[2025-12-04T20:54:36.526014] [INFO ] [main      ] GCBC: Lookback Days: 10, Magnitude: 1.43% | Symbol ETA: 3.2s | Global ETA: N/A
[2025-12-04T20:54:36.526137] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 11
[2025-12-04T20:54:36.527051] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:54:36.527134] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:54:36.529092] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:54:36.529762] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:54:36.530865] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:54:36.531922] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:54:36.876307] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-18
[2025-12-04T20:54:37.046309] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-19
[2025-12-04T20:54:37.124878] [INFO ] [main      ] GCBC: Lookback Days: 11, Magnitude: 2.18% | Symbol ETA: 2.6s | Global ETA: N/A
[2025-12-04T20:54:37.299772] [DEBUG] [METRICS   ] GCBC: 2025-12-03:2025-12-04: Predicted: -5.50%, Actual: 1.69%
[2025-12-04T20:54:37.476126] [DEBUG] [METRICS   ] GCBC: 2025-12-02:2025-12-03: Predicted: 1.74%, Actual: 0.20%
[2025-12-04T20:54:37.642411] [DEBUG] [METRICS   ] GCBC: 2025-12-01:2025-12-02: Predicted: -0.46%, Actual: 1.12%
[2025-12-04T20:54:37.805888] [DEBUG] [METRICS   ] GCBC: 2025-11-28:2025-12-01: Predicted: -2.31%, Actual: 1.13%
[2025-12-04T20:54:37.974346] [DEBUG] [METRICS   ] GCBC: 2025-11-26:2025-11-28: Predicted: 1.72%, Actual: 0.79%
[2025-12-04T20:54:38.137674] [DEBUG] [METRICS   ] GCBC: 2025-11-25:2025-11-26: Predicted: -5.12%, Actual: 1.31%
[2025-12-04T20:54:38.301346] [DEBUG] [METRICS   ] GCBC: 2025-11-24:2025-11-25: Predicted: 1.29%, Actual: 0.46%
[2025-12-04T20:54:38.468273] [DEBUG] [METRICS   ] GCBC: 2025-11-21:2025-11-24: Predicted: -1.31%, Actual: 1.58%
[2025-12-04T20:54:38.637430] [DEBUG] [METRICS   ] GCBC: 2025-11-20:2025-11-21: Predicted: 1.43%, Actual: 0.34%
[2025-12-04T20:54:38.803497] [DEBUG] [METRICS   ] GCBC: 2025-11-19:2025-11-20: Predicted: 2.18%, Actual: 0.36%
[2025-12-04T20:54:38.803739] [INFO ] [main      ] GCBC: Magnitude Forecast Confidence: 37.1822%
[2025-12-04T20:54:38.803817] [INFO ] [main      ] GCBC: DISCARDED add_regime_flags (score: 37.18%)
[2025-12-04T20:54:38.803859] [INFO ] [main      ] GCBC: Testing feature 41/53: add_return_volume_nonlinearity_proxies
[2025-12-04T20:54:38.803893] [DEBUG] [main      ] Testing with features: ['add_true_range', 'add_atr_10', 'add_composite_volatility_context', 'add_regime_flags', 'add_volume_pressure_into_close', 'add_preclose_acceleration_mag', 'add_return_volume_nonlinearity_proxies']
[2025-12-04T20:54:38.803940] [DEBUG] [REMOTE    ] GCBC: Fetching historical data.
[2025-12-04T20:54:38.815401] [DEBUG] [REMOTE    ] GCBC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:54:38.815827] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 2
[2025-12-04T20:54:38.816919] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-04T20:54:38.816980] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:54:38.818776] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:54:38.819333] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:54:38.820255] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:54:38.821286] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:54:38.822980] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:54:38.824034] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:54:38.824767] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:54:39.163209] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-12-02
[2025-12-04T20:54:39.329074] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-03
[2025-12-04T20:54:39.407635] [INFO ] [main      ] GCBC: Lookback Days: 2, Magnitude: -4.99% | Symbol ETA: 7.6s | Global ETA: N/A
[2025-12-04T20:54:39.407727] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 3
[2025-12-04T20:54:39.408651] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-04T20:54:39.408712] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:54:39.410355] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:54:39.410861] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:54:39.411739] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:54:39.412731] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:54:39.414321] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:54:39.415348] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:54:39.416020] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:54:39.759730] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-12-01
[2025-12-04T20:54:39.930183] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-02
[2025-12-04T20:54:40.016110] [INFO ] [main      ] GCBC: Lookback Days: 3, Magnitude: 3.13% | Symbol ETA: 7.1s | Global ETA: N/A
[2025-12-04T20:54:40.016236] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 4
[2025-12-04T20:54:40.017140] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-04T20:54:40.017200] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:54:40.018848] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:54:40.019327] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:54:40.020228] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:54:40.021229] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:54:40.022814] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:54:40.023826] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:54:40.024476] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:54:40.384851] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-28
[2025-12-04T20:54:40.558034] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-01
[2025-12-04T20:54:40.643683] [INFO ] [main      ] GCBC: Lookback Days: 4, Magnitude: 1.29% | Symbol ETA: 6.6s | Global ETA: N/A
[2025-12-04T20:54:40.643801] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 5
[2025-12-04T20:54:40.644699] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-04T20:54:40.644760] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:54:40.646391] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:54:40.646886] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:54:40.647844] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:54:40.648950] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:54:40.650680] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:54:40.651778] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:54:40.652460] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:54:40.991044] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-26
[2025-12-04T20:54:41.176388] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-28
[2025-12-04T20:54:41.281460] [INFO ] [main      ] GCBC: Lookback Days: 5, Magnitude: -1.03% | Symbol ETA: 6.0s | Global ETA: N/A
[2025-12-04T20:54:41.281624] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 6
[2025-12-04T20:54:41.282739] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-04T20:54:41.282802] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:54:41.284554] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:54:41.285134] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:54:41.286046] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:54:41.287101] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:54:41.288915] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:54:41.289994] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:54:41.290839] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:54:41.631354] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-25
[2025-12-04T20:54:41.796717] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-26
[2025-12-04T20:54:41.877244] [INFO ] [main      ] GCBC: Lookback Days: 6, Magnitude: 0.60% | Symbol ETA: 5.4s | Global ETA: N/A
[2025-12-04T20:54:41.877360] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 7
[2025-12-04T20:54:41.878251] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-04T20:54:41.878320] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:54:41.879961] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:54:41.880423] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:54:41.881312] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:54:41.882324] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:54:41.883974] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:54:41.885001] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:54:41.885670] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:54:42.220534] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-24
[2025-12-04T20:54:42.385355] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-25
[2025-12-04T20:54:42.466845] [INFO ] [main      ] GCBC: Lookback Days: 7, Magnitude: -1.92% | Symbol ETA: 4.7s | Global ETA: N/A
[2025-12-04T20:54:42.466963] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 8
[2025-12-04T20:54:42.467855] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-04T20:54:42.467915] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:54:42.469595] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:54:42.470061] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:54:42.470946] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:54:42.471949] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:54:42.473556] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:54:42.474561] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:54:42.475220] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:54:42.834212] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-21
[2025-12-04T20:54:43.014324] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-24
[2025-12-04T20:54:43.099248] [INFO ] [main      ] GCBC: Lookback Days: 8, Magnitude: -0.79% | Symbol ETA: 4.1s | Global ETA: N/A
[2025-12-04T20:54:43.099435] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 9
[2025-12-04T20:54:43.100426] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-04T20:54:43.100490] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:54:43.102196] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:54:43.102754] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:54:43.103736] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:54:43.104754] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:54:43.106415] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:54:43.107424] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:54:43.108100] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:54:43.455272] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-20
[2025-12-04T20:54:43.626093] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-21
[2025-12-04T20:54:43.707165] [INFO ] [main      ] GCBC: Lookback Days: 9, Magnitude: -0.55% | Symbol ETA: 3.5s | Global ETA: N/A
[2025-12-04T20:54:43.707344] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 10
[2025-12-04T20:54:43.708342] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-04T20:54:43.708407] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:54:43.710122] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:54:43.710641] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:54:43.711540] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:54:43.712595] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:54:43.714191] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:54:43.715199] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:54:43.715864] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:54:44.057704] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-19
[2025-12-04T20:54:44.239781] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-20
[2025-12-04T20:54:44.322422] [INFO ] [main      ] GCBC: Lookback Days: 10, Magnitude: 0.36% | Symbol ETA: 2.9s | Global ETA: N/A
[2025-12-04T20:54:44.322641] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 11
[2025-12-04T20:54:44.323688] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-04T20:54:44.323752] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:54:44.325469] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:54:44.326030] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:54:44.326994] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:54:44.328013] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:54:44.329740] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:54:44.330815] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:54:44.331491] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:54:44.678083] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-18
[2025-12-04T20:54:44.846604] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-19
[2025-12-04T20:54:44.926629] [INFO ] [main      ] GCBC: Lookback Days: 11, Magnitude: 2.83% | Symbol ETA: 2.3s | Global ETA: N/A
[2025-12-04T20:54:45.111349] [DEBUG] [METRICS   ] GCBC: 2025-12-03:2025-12-04: Predicted: -4.99%, Actual: 1.69%
[2025-12-04T20:54:45.287178] [DEBUG] [METRICS   ] GCBC: 2025-12-02:2025-12-03: Predicted: 3.13%, Actual: 0.20%
[2025-12-04T20:54:45.459894] [DEBUG] [METRICS   ] GCBC: 2025-12-01:2025-12-02: Predicted: 1.29%, Actual: 1.12%
[2025-12-04T20:54:45.629796] [DEBUG] [METRICS   ] GCBC: 2025-11-28:2025-12-01: Predicted: -1.03%, Actual: 1.13%
[2025-12-04T20:54:45.803066] [DEBUG] [METRICS   ] GCBC: 2025-11-26:2025-11-28: Predicted: 0.60%, Actual: 0.79%
[2025-12-04T20:54:45.974295] [DEBUG] [METRICS   ] GCBC: 2025-11-25:2025-11-26: Predicted: -1.92%, Actual: 1.31%
[2025-12-04T20:54:46.144422] [DEBUG] [METRICS   ] GCBC: 2025-11-24:2025-11-25: Predicted: -0.79%, Actual: 0.46%
[2025-12-04T20:54:46.313639] [DEBUG] [METRICS   ] GCBC: 2025-11-21:2025-11-24: Predicted: -0.55%, Actual: 1.58%
[2025-12-04T20:54:46.488505] [DEBUG] [METRICS   ] GCBC: 2025-11-20:2025-11-21: Predicted: 0.36%, Actual: 0.34%
[2025-12-04T20:54:46.660365] [DEBUG] [METRICS   ] GCBC: 2025-11-19:2025-11-20: Predicted: 2.83%, Actual: 0.36%
[2025-12-04T20:54:46.660672] [INFO ] [main      ] GCBC: Magnitude Forecast Confidence: 51.0774%
[2025-12-04T20:54:46.660816] [INFO ] [main      ] GCBC: KEPT add_return_volume_nonlinearity_proxies (score: 51.08%)
[2025-12-04T20:54:46.660862] [INFO ] [main      ] GCBC: Testing feature 42/53: add_shelf_lag
[2025-12-04T20:54:46.660896] [DEBUG] [main      ] Testing with features: ['add_true_range', 'add_atr_10', 'add_composite_volatility_context', 'add_regime_flags', 'add_volume_pressure_into_close', 'add_preclose_acceleration_mag', 'add_return_volume_nonlinearity_proxies', 'add_shelf_lag']
[2025-12-04T20:54:46.660938] [DEBUG] [REMOTE    ] GCBC: Fetching historical data.
[2025-12-04T20:54:46.706933] [DEBUG] [REMOTE    ] GCBC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:54:46.707464] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 2
[2025-12-04T20:54:46.708689] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-04T20:54:46.708753] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:54:46.710498] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:54:46.711065] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:54:46.712063] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:54:46.713084] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:54:46.714786] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:54:46.715817] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:54:46.716476] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-04T20:54:46.717867] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:54:47.057348] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-12-02
[2025-12-04T20:54:47.228647] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-03
[2025-12-04T20:54:47.401815] [INFO ] [main      ] GCBC: Lookback Days: 2, Magnitude: -3.93% | Symbol ETA: 8.4s | Global ETA: N/A
[2025-12-04T20:54:47.402031] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 3
[2025-12-04T20:54:47.403006] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-04T20:54:47.403071] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:54:47.404751] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:54:47.405240] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:54:47.406178] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:54:47.407178] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:54:47.409021] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:54:47.410078] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:54:47.410808] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-04T20:54:47.412129] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:54:47.755099] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-12-01
[2025-12-04T20:54:47.919647] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-02
[2025-12-04T20:54:48.105427] [INFO ] [main      ] GCBC: Lookback Days: 3, Magnitude: 5.13% | Symbol ETA: 7.7s | Global ETA: N/A
[2025-12-04T20:54:48.105630] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 4
[2025-12-04T20:54:48.106633] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-04T20:54:48.106696] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:54:48.108426] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:54:48.108962] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:54:48.109937] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:54:48.110980] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:54:48.112671] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:54:48.113701] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:54:48.114357] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-04T20:54:48.115557] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:54:48.459361] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-28
[2025-12-04T20:54:48.626887] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-01
[2025-12-04T20:54:48.806727] [INFO ] [main      ] GCBC: Lookback Days: 4, Magnitude: 1.72% | Symbol ETA: 7.0s | Global ETA: N/A
[2025-12-04T20:54:48.806909] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 5
[2025-12-04T20:54:48.807935] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-04T20:54:48.807999] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:54:48.809740] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:54:48.810271] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:54:48.811265] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:54:48.812339] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:54:48.814087] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:54:48.815178] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:54:48.815866] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-04T20:54:48.817125] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:54:49.159073] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-26
[2025-12-04T20:54:49.333628] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-28
[2025-12-04T20:54:49.520484] [INFO ] [main      ] GCBC: Lookback Days: 5, Magnitude: 1.01% | Symbol ETA: 6.3s | Global ETA: N/A
[2025-12-04T20:54:49.520701] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 6
[2025-12-04T20:54:49.521735] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-04T20:54:49.521801] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:54:49.523509] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:54:49.524053] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:54:49.525019] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:54:49.526061] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:54:49.527846] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:54:49.529036] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:54:49.529731] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-04T20:54:49.530965] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:54:49.872609] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-25
[2025-12-04T20:54:50.038751] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-26
[2025-12-04T20:54:50.220528] [INFO ] [main      ] GCBC: Lookback Days: 6, Magnitude: 2.55% | Symbol ETA: 5.6s | Global ETA: N/A
[2025-12-04T20:54:50.220748] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 7
[2025-12-04T20:54:50.221910] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-04T20:54:50.221976] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:54:50.223756] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:54:50.224309] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:54:50.225296] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:54:50.226333] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:54:50.228034] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:54:50.229137] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:54:50.229833] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-04T20:54:50.231090] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:54:50.585777] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-24
[2025-12-04T20:54:50.757974] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-25
[2025-12-04T20:54:50.935396] [INFO ] [main      ] GCBC: Lookback Days: 7, Magnitude: -1.31% | Symbol ETA: 4.9s | Global ETA: N/A
[2025-12-04T20:54:50.935599] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 8
[2025-12-04T20:54:50.936557] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-04T20:54:50.936647] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:54:50.938356] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:54:50.938888] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:54:50.939802] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:54:50.940836] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:54:50.942456] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:54:50.943495] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:54:50.944182] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-04T20:54:50.945469] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:54:51.285098] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-21
[2025-12-04T20:54:51.452820] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-24
[2025-12-04T20:54:51.619062] [INFO ] [main      ] GCBC: Lookback Days: 8, Magnitude: 1.53% | Symbol ETA: 4.2s | Global ETA: N/A
[2025-12-04T20:54:51.619236] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 9
[2025-12-04T20:54:51.620215] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-04T20:54:51.620278] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:54:51.621989] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:54:51.622496] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:54:51.623409] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:54:51.624419] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:54:51.626085] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:54:51.627102] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:54:51.627770] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-04T20:54:51.628964] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:54:51.977620] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-20
[2025-12-04T20:54:52.150929] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-21
[2025-12-04T20:54:52.321383] [INFO ] [main      ] GCBC: Lookback Days: 9, Magnitude: -0.42% | Symbol ETA: 3.5s | Global ETA: N/A
[2025-12-04T20:54:52.321567] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 10
[2025-12-04T20:54:52.322617] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-04T20:54:52.322680] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:54:52.324378] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:54:52.324909] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:54:52.325830] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:54:52.326881] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:54:52.328513] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:54:52.329615] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:54:52.330301] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-04T20:54:52.331505] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:54:52.690184] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-19
[2025-12-04T20:54:52.862717] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-20
[2025-12-04T20:54:53.030189] [INFO ] [main      ] GCBC: Lookback Days: 10, Magnitude: -1.21% | Symbol ETA: 2.8s | Global ETA: N/A
[2025-12-04T20:54:53.030371] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 11
[2025-12-04T20:54:53.031386] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-04T20:54:53.031449] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:54:53.033242] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:54:53.033882] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:54:53.035051] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:54:53.036125] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:54:53.037861] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:54:53.038937] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:54:53.039632] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-04T20:54:53.040851] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:54:53.380803] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-18
[2025-12-04T20:54:53.551813] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-19
[2025-12-04T20:54:53.743606] [INFO ] [main      ] GCBC: Lookback Days: 11, Magnitude: 2.15% | Symbol ETA: 2.1s | Global ETA: N/A
[2025-12-04T20:54:53.923994] [DEBUG] [METRICS   ] GCBC: 2025-12-03:2025-12-04: Predicted: -3.93%, Actual: 1.69%
[2025-12-04T20:54:54.102661] [DEBUG] [METRICS   ] GCBC: 2025-12-02:2025-12-03: Predicted: 5.13%, Actual: 0.20%
[2025-12-04T20:54:54.272057] [DEBUG] [METRICS   ] GCBC: 2025-12-01:2025-12-02: Predicted: 1.72%, Actual: 1.12%
[2025-12-04T20:54:54.439083] [DEBUG] [METRICS   ] GCBC: 2025-11-28:2025-12-01: Predicted: 1.01%, Actual: 1.13%
[2025-12-04T20:54:54.605833] [DEBUG] [METRICS   ] GCBC: 2025-11-26:2025-11-28: Predicted: 2.55%, Actual: 0.79%
[2025-12-04T20:54:54.794088] [DEBUG] [METRICS   ] GCBC: 2025-11-25:2025-11-26: Predicted: -1.31%, Actual: 1.31%
[2025-12-04T20:54:54.998825] [DEBUG] [METRICS   ] GCBC: 2025-11-24:2025-11-25: Predicted: 1.53%, Actual: 0.46%
[2025-12-04T20:54:55.177732] [DEBUG] [METRICS   ] GCBC: 2025-11-21:2025-11-24: Predicted: -0.42%, Actual: 1.58%
[2025-12-04T20:54:55.368701] [DEBUG] [METRICS   ] GCBC: 2025-11-20:2025-11-21: Predicted: -1.21%, Actual: 0.34%
[2025-12-04T20:54:55.555130] [DEBUG] [METRICS   ] GCBC: 2025-11-19:2025-11-20: Predicted: 2.15%, Actual: 0.36%
[2025-12-04T20:54:55.555638] [INFO ] [main      ] GCBC: Magnitude Forecast Confidence: 40.6191%
[2025-12-04T20:54:55.555896] [INFO ] [main      ] GCBC: DISCARDED add_shelf_lag (score: 40.62%)
[2025-12-04T20:54:55.555947] [INFO ] [main      ] GCBC: Testing feature 43/53: add_signed_carry_history_11
[2025-12-04T20:54:55.555985] [DEBUG] [main      ] Testing with features: ['add_true_range', 'add_atr_10', 'add_composite_volatility_context', 'add_regime_flags', 'add_volume_pressure_into_close', 'add_preclose_acceleration_mag', 'add_return_volume_nonlinearity_proxies', 'add_signed_carry_history_11']
[2025-12-04T20:54:55.556028] [DEBUG] [REMOTE    ] GCBC: Fetching historical data.
[2025-12-04T20:54:55.569955] [DEBUG] [REMOTE    ] GCBC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:54:55.570435] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 2
[2025-12-04T20:54:55.571541] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-04T20:54:55.571627] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:54:55.573398] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:54:55.573961] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:54:55.574878] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:54:55.575898] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:54:55.577545] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:54:55.578627] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:54:55.579290] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-04T20:54:55.580669] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:54:55.913677] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-12-02
[2025-12-04T20:54:56.081700] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-03
[2025-12-04T20:54:56.174835] [INFO ] [main      ] GCBC: Lookback Days: 2, Magnitude: -4.18% | Symbol ETA: 7.6s | Global ETA: N/A
[2025-12-04T20:54:56.175011] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 3
[2025-12-04T20:54:56.176071] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-04T20:54:56.176140] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:54:56.177859] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:54:56.178453] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:54:56.179486] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:54:56.180521] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:54:56.182199] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:54:56.183270] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:54:56.183956] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-04T20:54:56.185310] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:54:56.526854] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-12-01
[2025-12-04T20:54:56.696658] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-02
[2025-12-04T20:54:56.785553] [INFO ] [main      ] GCBC: Lookback Days: 3, Magnitude: 0.99% | Symbol ETA: 7.0s | Global ETA: N/A
[2025-12-04T20:54:56.785742] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 4
[2025-12-04T20:54:56.786719] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-04T20:54:56.786783] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:54:56.788627] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:54:56.789192] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:54:56.790165] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:54:56.791252] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:54:56.793067] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:54:56.794179] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:54:56.794895] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-04T20:54:56.796315] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:54:57.145365] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-28
[2025-12-04T20:54:57.330995] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-01
[2025-12-04T20:54:57.444411] [INFO ] [main      ] GCBC: Lookback Days: 4, Magnitude: -0.45% | Symbol ETA: 6.5s | Global ETA: N/A
[2025-12-04T20:54:57.444606] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 5
[2025-12-04T20:54:57.446168] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-04T20:54:57.446267] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:54:57.448877] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:54:57.449591] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:54:57.450935] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:54:57.452441] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:54:57.455035] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:54:57.456659] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:54:57.457655] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-04T20:54:57.459677] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:54:57.974096] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-26
[2025-12-04T20:54:58.194470] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-28
[2025-12-04T20:54:58.290190] [INFO ] [main      ] GCBC: Lookback Days: 5, Magnitude: -2.10% | Symbol ETA: 6.2s | Global ETA: N/A
[2025-12-04T20:54:58.290374] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 6
[2025-12-04T20:54:58.291410] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-04T20:54:58.291476] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:54:58.293275] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:54:58.293876] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:54:58.294841] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:54:58.295937] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:54:58.297692] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:54:58.298908] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:54:58.299636] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-04T20:54:58.301128] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:54:58.672996] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-25
[2025-12-04T20:54:58.853737] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-26
[2025-12-04T20:54:58.943533] [INFO ] [main      ] GCBC: Lookback Days: 6, Magnitude: 0.93% | Symbol ETA: 5.5s | Global ETA: N/A
[2025-12-04T20:54:58.943726] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 7
[2025-12-04T20:54:58.944736] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-04T20:54:58.944803] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:54:58.946486] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:54:58.947047] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:54:58.948007] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:54:58.949075] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:54:58.950712] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:54:58.951768] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:54:58.952457] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-04T20:54:58.953820] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:54:59.291868] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-24
[2025-12-04T20:54:59.474679] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-25
[2025-12-04T20:54:59.576623] [INFO ] [main      ] GCBC: Lookback Days: 7, Magnitude: -0.53% | Symbol ETA: 4.8s | Global ETA: N/A
[2025-12-04T20:54:59.576820] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 8
[2025-12-04T20:54:59.578298] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-04T20:54:59.578378] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:54:59.580529] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:54:59.581229] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:54:59.582378] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:54:59.583632] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:54:59.585677] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:54:59.586875] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:54:59.587831] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-04T20:54:59.589409] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:54:59.964794] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-21
[2025-12-04T20:55:00.149496] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-24
[2025-12-04T20:55:00.236931] [INFO ] [main      ] GCBC: Lookback Days: 8, Magnitude: 0.95% | Symbol ETA: 4.1s | Global ETA: N/A
[2025-12-04T20:55:00.237050] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 9
[2025-12-04T20:55:00.237921] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-04T20:55:00.237995] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:55:00.239682] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:55:00.240162] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:55:00.241078] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:55:00.242108] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:55:00.243782] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:55:00.244818] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:55:00.245465] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-04T20:55:00.246871] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:55:00.603760] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-20
[2025-12-04T20:55:00.783124] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-21
[2025-12-04T20:55:00.872692] [INFO ] [main      ] GCBC: Lookback Days: 9, Magnitude: -0.25% | Symbol ETA: 3.4s | Global ETA: N/A
[2025-12-04T20:55:00.872874] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 10
[2025-12-04T20:55:00.873868] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-04T20:55:00.873934] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:55:00.875675] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:55:00.876209] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:55:00.877171] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:55:00.878213] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:55:00.879966] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:55:00.881018] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:55:00.881740] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-04T20:55:00.883216] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:55:01.237198] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-19
[2025-12-04T20:55:01.424320] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-20
[2025-12-04T20:55:01.520622] [INFO ] [main      ] GCBC: Lookback Days: 10, Magnitude: 0.14% | Symbol ETA: 2.8s | Global ETA: N/A
[2025-12-04T20:55:01.520820] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 11
[2025-12-04T20:55:01.522038] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-04T20:55:01.522110] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:55:01.524025] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:55:01.524658] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:55:01.525712] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:55:01.526854] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:55:01.528983] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:55:01.530314] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:55:01.531371] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-04T20:55:01.533059] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:55:01.891737] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-18
[2025-12-04T20:55:02.075529] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-19
[2025-12-04T20:55:02.165445] [INFO ] [main      ] GCBC: Lookback Days: 11, Magnitude: 0.68% | Symbol ETA: 2.1s | Global ETA: N/A
[2025-12-04T20:55:02.341827] [DEBUG] [METRICS   ] GCBC: 2025-12-03:2025-12-04: Predicted: -4.18%, Actual: 1.69%
[2025-12-04T20:55:02.524301] [DEBUG] [METRICS   ] GCBC: 2025-12-02:2025-12-03: Predicted: 0.99%, Actual: 0.20%
[2025-12-04T20:55:02.703511] [DEBUG] [METRICS   ] GCBC: 2025-12-01:2025-12-02: Predicted: -0.45%, Actual: 1.12%
[2025-12-04T20:55:02.876836] [DEBUG] [METRICS   ] GCBC: 2025-11-28:2025-12-01: Predicted: -2.10%, Actual: 1.13%
[2025-12-04T20:55:03.049003] [DEBUG] [METRICS   ] GCBC: 2025-11-26:2025-11-28: Predicted: 0.93%, Actual: 0.79%
[2025-12-04T20:55:03.223359] [DEBUG] [METRICS   ] GCBC: 2025-11-25:2025-11-26: Predicted: -0.53%, Actual: 1.31%
[2025-12-04T20:55:03.395211] [DEBUG] [METRICS   ] GCBC: 2025-11-24:2025-11-25: Predicted: 0.95%, Actual: 0.46%
[2025-12-04T20:55:03.568976] [DEBUG] [METRICS   ] GCBC: 2025-11-21:2025-11-24: Predicted: -0.25%, Actual: 1.58%
[2025-12-04T20:55:03.743730] [DEBUG] [METRICS   ] GCBC: 2025-11-20:2025-11-21: Predicted: 0.14%, Actual: 0.34%
[2025-12-04T20:55:03.915467] [DEBUG] [METRICS   ] GCBC: 2025-11-19:2025-11-20: Predicted: 0.68%, Actual: 0.36%
[2025-12-04T20:55:03.915686] [INFO ] [main      ] GCBC: Magnitude Forecast Confidence: 43.8803%
[2025-12-04T20:55:03.915768] [INFO ] [main      ] GCBC: DISCARDED add_signed_carry_history_11 (score: 43.88%)
[2025-12-04T20:55:03.915809] [INFO ] [main      ] GCBC: Testing feature 44/53: add_sma_ratio
[2025-12-04T20:55:03.915844] [DEBUG] [main      ] Testing with features: ['add_true_range', 'add_atr_10', 'add_composite_volatility_context', 'add_regime_flags', 'add_volume_pressure_into_close', 'add_preclose_acceleration_mag', 'add_return_volume_nonlinearity_proxies', 'add_sma_ratio']
[2025-12-04T20:55:03.915883] [DEBUG] [REMOTE    ] GCBC: Fetching historical data.
[2025-12-04T20:55:03.929749] [DEBUG] [REMOTE    ] GCBC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:55:03.930184] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 2
[2025-12-04T20:55:03.931254] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-04T20:55:03.931318] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:55:03.933045] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:55:03.933562] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:55:03.934484] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:55:03.935488] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:55:03.937186] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:55:03.938210] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:55:03.938957] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-04T20:55:03.939716] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:55:04.279346] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-12-02
[2025-12-04T20:55:04.447819] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-03
[2025-12-04T20:55:04.530206] [INFO ] [main      ] GCBC: Lookback Days: 2, Magnitude: -4.33% | Symbol ETA: 7.1s | Global ETA: N/A
[2025-12-04T20:55:04.530325] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 3
[2025-12-04T20:55:04.531215] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-04T20:55:04.531276] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:55:04.533080] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:55:04.533593] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:55:04.534466] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:55:04.535471] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:55:04.537098] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:55:04.538127] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:55:04.538858] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-04T20:55:04.539553] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:55:04.894748] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-12-01
[2025-12-04T20:55:05.066879] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-02
[2025-12-04T20:55:05.158146] [INFO ] [main      ] GCBC: Lookback Days: 3, Magnitude: 5.07% | Symbol ETA: 6.7s | Global ETA: N/A
[2025-12-04T20:55:05.158354] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 4
[2025-12-04T20:55:05.159418] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-04T20:55:05.159493] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:55:05.161410] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:55:05.162024] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:55:05.163023] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:55:05.164066] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:55:05.165797] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:55:05.166955] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:55:05.167736] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-04T20:55:05.168651] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:55:05.526128] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-28
[2025-12-04T20:55:05.703072] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-01
[2025-12-04T20:55:05.790901] [INFO ] [main      ] GCBC: Lookback Days: 4, Magnitude: 0.06% | Symbol ETA: 6.1s | Global ETA: N/A
[2025-12-04T20:55:05.791079] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 5
[2025-12-04T20:55:05.792109] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-04T20:55:05.792177] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:55:05.793961] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:55:05.794523] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:55:05.795461] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:55:05.796521] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:55:05.798388] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:55:05.799490] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:55:05.800195] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-04T20:55:05.800985] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:55:06.147044] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-26
[2025-12-04T20:55:06.321909] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-28
[2025-12-04T20:55:06.410437] [INFO ] [main      ] GCBC: Lookback Days: 5, Magnitude: 0.14% | Symbol ETA: 5.5s | Global ETA: N/A
[2025-12-04T20:55:06.410646] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 6
[2025-12-04T20:55:06.411603] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-04T20:55:06.411676] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:55:06.413327] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:55:06.413864] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:55:06.414805] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:55:06.415816] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:55:06.417459] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:55:06.418523] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:55:06.419246] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-04T20:55:06.420056] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:55:06.768019] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-25
[2025-12-04T20:55:06.941818] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-26
[2025-12-04T20:55:07.028085] [INFO ] [main      ] GCBC: Lookback Days: 6, Magnitude: 0.68% | Symbol ETA: 4.8s | Global ETA: N/A
[2025-12-04T20:55:07.028203] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 7
[2025-12-04T20:55:07.029134] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-04T20:55:07.029197] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:55:07.030905] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:55:07.031394] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:55:07.032335] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:55:07.033356] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:55:07.035060] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:55:07.036105] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:55:07.036787] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-04T20:55:07.037503] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:55:07.386696] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-24
[2025-12-04T20:55:07.561173] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-25
[2025-12-04T20:55:07.648169] [INFO ] [main      ] GCBC: Lookback Days: 7, Magnitude: 0.20% | Symbol ETA: 4.2s | Global ETA: N/A
[2025-12-04T20:55:07.648308] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 8
[2025-12-04T20:55:07.649237] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-04T20:55:07.649323] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:55:07.651016] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:55:07.651509] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:55:07.652428] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:55:07.653485] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:55:07.655237] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:55:07.656272] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:55:07.657010] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-04T20:55:07.657749] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:55:08.004108] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-21
[2025-12-04T20:55:08.174284] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-24
[2025-12-04T20:55:08.257426] [INFO ] [main      ] GCBC: Lookback Days: 8, Magnitude: -0.46% | Symbol ETA: 3.6s | Global ETA: N/A
[2025-12-04T20:55:08.257547] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 9
[2025-12-04T20:55:08.258478] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-04T20:55:08.258541] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:55:08.260374] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:55:08.260885] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:55:08.261877] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:55:08.262905] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:55:08.264552] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:55:08.265914] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:55:08.266688] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-04T20:55:08.267588] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:55:08.618608] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-20
[2025-12-04T20:55:08.796661] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-21
[2025-12-04T20:55:08.887288] [INFO ] [main      ] GCBC: Lookback Days: 9, Magnitude: -1.43% | Symbol ETA: 3.0s | Global ETA: N/A
[2025-12-04T20:55:08.887411] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 10
[2025-12-04T20:55:08.888349] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-04T20:55:08.888413] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:55:08.890286] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:55:08.890809] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:55:08.891773] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:55:08.892820] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:55:08.894448] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:55:08.895468] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:55:08.896270] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-04T20:55:08.897155] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:55:09.256545] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-19
[2025-12-04T20:55:09.429950] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-20
[2025-12-04T20:55:09.512137] [INFO ] [main      ] GCBC: Lookback Days: 10, Magnitude: 1.40% | Symbol ETA: 2.4s | Global ETA: N/A
[2025-12-04T20:55:09.512261] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 11
[2025-12-04T20:55:09.513191] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-04T20:55:09.513255] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:55:09.514928] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:55:09.515419] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:55:09.516319] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:55:09.517385] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:55:09.519072] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:55:09.520110] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:55:09.520796] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-04T20:55:09.521524] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:55:09.864603] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-18
[2025-12-04T20:55:10.035594] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-19
[2025-12-04T20:55:10.121742] [INFO ] [main      ] GCBC: Lookback Days: 11, Magnitude: 1.87% | Symbol ETA: 1.7s | Global ETA: N/A
[2025-12-04T20:55:10.296487] [DEBUG] [METRICS   ] GCBC: 2025-12-03:2025-12-04: Predicted: -4.33%, Actual: 1.69%
[2025-12-04T20:55:10.468945] [DEBUG] [METRICS   ] GCBC: 2025-12-02:2025-12-03: Predicted: 5.07%, Actual: 0.20%
[2025-12-04T20:55:10.651749] [DEBUG] [METRICS   ] GCBC: 2025-12-01:2025-12-02: Predicted: 0.06%, Actual: 1.12%
[2025-12-04T20:55:10.836299] [DEBUG] [METRICS   ] GCBC: 2025-11-28:2025-12-01: Predicted: 0.14%, Actual: 1.13%
[2025-12-04T20:55:11.018479] [DEBUG] [METRICS   ] GCBC: 2025-11-26:2025-11-28: Predicted: 0.68%, Actual: 0.79%
[2025-12-04T20:55:11.199443] [DEBUG] [METRICS   ] GCBC: 2025-11-25:2025-11-26: Predicted: 0.20%, Actual: 1.31%
[2025-12-04T20:55:11.377230] [DEBUG] [METRICS   ] GCBC: 2025-11-24:2025-11-25: Predicted: -0.46%, Actual: 0.46%
[2025-12-04T20:55:11.557356] [DEBUG] [METRICS   ] GCBC: 2025-11-21:2025-11-24: Predicted: -1.43%, Actual: 1.58%
[2025-12-04T20:55:11.730613] [DEBUG] [METRICS   ] GCBC: 2025-11-20:2025-11-21: Predicted: 1.40%, Actual: 0.34%
[2025-12-04T20:55:11.897360] [DEBUG] [METRICS   ] GCBC: 2025-11-19:2025-11-20: Predicted: 1.87%, Actual: 0.36%
[2025-12-04T20:55:11.897602] [INFO ] [main      ] GCBC: Magnitude Forecast Confidence: 35.4422%
[2025-12-04T20:55:11.897694] [INFO ] [main      ] GCBC: DISCARDED add_sma_ratio (score: 35.44%)
[2025-12-04T20:55:11.897735] [INFO ] [main      ] GCBC: Testing feature 46/53: add_vol_of_vol
[2025-12-04T20:55:11.897766] [DEBUG] [main      ] Testing with features: ['add_true_range', 'add_atr_10', 'add_composite_volatility_context', 'add_regime_flags', 'add_volume_pressure_into_close', 'add_preclose_acceleration_mag', 'add_return_volume_nonlinearity_proxies', 'add_vol_of_vol']
[2025-12-04T20:55:11.897801] [DEBUG] [REMOTE    ] GCBC: Fetching historical data.
[2025-12-04T20:55:11.909186] [DEBUG] [REMOTE    ] GCBC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:55:11.909670] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 2
[2025-12-04T20:55:11.910767] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-04T20:55:11.910832] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:55:11.912810] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:55:11.913347] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:55:11.914290] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:55:11.915321] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:55:11.917081] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:55:11.918201] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:55:11.918938] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:55:11.920084] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:55:12.271697] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-12-02
[2025-12-04T20:55:12.447330] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-03
[2025-12-04T20:55:12.535091] [INFO ] [main      ] GCBC: Lookback Days: 2, Magnitude: -4.05% | Symbol ETA: 6.9s | Global ETA: N/A
[2025-12-04T20:55:12.535264] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 3
[2025-12-04T20:55:12.536228] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-04T20:55:12.536292] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:55:12.538018] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:55:12.538616] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:55:12.539533] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:55:12.540542] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:55:12.542252] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:55:12.543288] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:55:12.543956] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:55:12.545074] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:55:12.898220] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-12-01
[2025-12-04T20:55:13.073780] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-02
[2025-12-04T20:55:13.166998] [INFO ] [main      ] GCBC: Lookback Days: 3, Magnitude: 4.70% | Symbol ETA: 6.3s | Global ETA: N/A
[2025-12-04T20:55:13.167176] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 4
[2025-12-04T20:55:13.168196] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-04T20:55:13.168335] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:55:13.170144] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:55:13.170767] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:55:13.171750] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:55:13.172835] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:55:13.174746] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:55:13.175862] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:55:13.176630] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:55:13.177759] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:55:13.531322] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-28
[2025-12-04T20:55:13.699291] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-01
[2025-12-04T20:55:13.791632] [INFO ] [main      ] GCBC: Lookback Days: 4, Magnitude: -1.10% | Symbol ETA: 5.7s | Global ETA: N/A
[2025-12-04T20:55:13.791827] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 5
[2025-12-04T20:55:13.793005] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-04T20:55:13.793070] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:55:13.794751] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:55:13.795461] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:55:13.796596] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:55:13.797593] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:55:13.799232] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:55:13.800263] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:55:13.800948] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:55:13.802010] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:55:14.150394] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-26
[2025-12-04T20:55:14.327829] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-28
[2025-12-04T20:55:14.421303] [INFO ] [main      ] GCBC: Lookback Days: 5, Magnitude: -1.21% | Symbol ETA: 5.0s | Global ETA: N/A
[2025-12-04T20:55:14.421591] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 6
[2025-12-04T20:55:14.422656] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-04T20:55:14.422725] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:55:14.424465] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:55:14.425062] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:55:14.426114] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:55:14.427215] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:55:14.429271] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:55:14.430371] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:55:14.431171] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:55:14.432294] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:55:14.784066] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-25
[2025-12-04T20:55:14.958505] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-26
[2025-12-04T20:55:15.045840] [INFO ] [main      ] GCBC: Lookback Days: 6, Magnitude: 1.60% | Symbol ETA: 4.4s | Global ETA: N/A
[2025-12-04T20:55:15.046040] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 7
[2025-12-04T20:55:15.047023] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-04T20:55:15.047088] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:55:15.048860] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:55:15.049387] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:55:15.050341] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:55:15.051461] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:55:15.053179] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:55:15.054262] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:55:15.054981] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:55:15.056088] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:55:15.402067] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-24
[2025-12-04T20:55:15.570074] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-25
[2025-12-04T20:55:15.657844] [INFO ] [main      ] GCBC: Lookback Days: 7, Magnitude: 0.94% | Symbol ETA: 3.8s | Global ETA: N/A
[2025-12-04T20:55:15.658022] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 8
[2025-12-04T20:55:15.659033] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-04T20:55:15.659098] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:55:15.660803] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:55:15.661318] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:55:15.662254] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:55:15.663279] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:55:15.664985] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:55:15.666033] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:55:15.666692] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:55:15.667761] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:55:16.010954] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-21
[2025-12-04T20:55:16.178425] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-24
[2025-12-04T20:55:16.263203] [INFO ] [main      ] GCBC: Lookback Days: 8, Magnitude: 0.21% | Symbol ETA: 3.1s | Global ETA: N/A
[2025-12-04T20:55:16.263373] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 9
[2025-12-04T20:55:16.264382] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-04T20:55:16.264450] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:55:16.266238] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:55:16.266862] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:55:16.267834] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:55:16.268874] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:55:16.270699] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:55:16.271810] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:55:16.272507] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:55:16.273615] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:55:16.622504] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-20
[2025-12-04T20:55:16.791482] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-21
[2025-12-04T20:55:16.878001] [INFO ] [main      ] GCBC: Lookback Days: 9, Magnitude: -0.40% | Symbol ETA: 2.5s | Global ETA: N/A
[2025-12-04T20:55:16.878165] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 10
[2025-12-04T20:55:16.879125] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-04T20:55:16.879189] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:55:16.880859] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:55:16.881360] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:55:16.882295] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:55:16.883305] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:55:16.884930] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:55:16.885960] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:55:16.886661] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:55:16.887743] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:55:17.224078] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-19
[2025-12-04T20:55:17.394893] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-20
[2025-12-04T20:55:17.479949] [INFO ] [main      ] GCBC: Lookback Days: 10, Magnitude: 1.63% | Symbol ETA: 1.9s | Global ETA: N/A
[2025-12-04T20:55:17.480117] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 11
[2025-12-04T20:55:17.481079] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-04T20:55:17.481142] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:55:17.482803] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:55:17.483294] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:55:17.484233] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:55:17.485246] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:55:17.486878] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:55:17.487925] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:55:17.488602] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:55:17.489662] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:55:17.853485] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-18
[2025-12-04T20:55:18.029270] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-19
[2025-12-04T20:55:18.118735] [INFO ] [main      ] GCBC: Lookback Days: 11, Magnitude: 2.13% | Symbol ETA: 1.3s | Global ETA: N/A
[2025-12-04T20:55:18.403130] [DEBUG] [METRICS   ] GCBC: 2025-12-03:2025-12-04: Predicted: -4.05%, Actual: 1.69%
[2025-12-04T20:55:18.576500] [DEBUG] [METRICS   ] GCBC: 2025-12-02:2025-12-03: Predicted: 4.70%, Actual: 0.20%
[2025-12-04T20:55:18.748567] [DEBUG] [METRICS   ] GCBC: 2025-12-01:2025-12-02: Predicted: -1.10%, Actual: 1.12%
[2025-12-04T20:55:18.922332] [DEBUG] [METRICS   ] GCBC: 2025-11-28:2025-12-01: Predicted: -1.21%, Actual: 1.13%
[2025-12-04T20:55:19.091387] [DEBUG] [METRICS   ] GCBC: 2025-11-26:2025-11-28: Predicted: 1.60%, Actual: 0.79%
[2025-12-04T20:55:19.259601] [DEBUG] [METRICS   ] GCBC: 2025-11-25:2025-11-26: Predicted: 0.94%, Actual: 1.31%
[2025-12-04T20:55:19.426828] [DEBUG] [METRICS   ] GCBC: 2025-11-24:2025-11-25: Predicted: 0.21%, Actual: 0.46%
[2025-12-04T20:55:19.608809] [DEBUG] [METRICS   ] GCBC: 2025-11-21:2025-11-24: Predicted: -0.40%, Actual: 1.58%
[2025-12-04T20:55:19.791243] [DEBUG] [METRICS   ] GCBC: 2025-11-20:2025-11-21: Predicted: 1.63%, Actual: 0.34%
[2025-12-04T20:55:19.957741] [DEBUG] [METRICS   ] GCBC: 2025-11-19:2025-11-20: Predicted: 2.13%, Actual: 0.36%
[2025-12-04T20:55:19.957926] [INFO ] [main      ] GCBC: Magnitude Forecast Confidence: 43.0555%
[2025-12-04T20:55:19.958022] [INFO ] [main      ] GCBC: DISCARDED add_vol_of_vol (score: 43.06%)
[2025-12-04T20:55:19.958064] [INFO ] [main      ] GCBC: Testing feature 47/53: add_volatility_decay_ratio
[2025-12-04T20:55:19.958099] [DEBUG] [main      ] Testing with features: ['add_true_range', 'add_atr_10', 'add_composite_volatility_context', 'add_regime_flags', 'add_volume_pressure_into_close', 'add_preclose_acceleration_mag', 'add_return_volume_nonlinearity_proxies', 'add_volatility_decay_ratio']
[2025-12-04T20:55:19.958162] [DEBUG] [REMOTE    ] GCBC: Fetching historical data.
[2025-12-04T20:55:19.970710] [DEBUG] [REMOTE    ] GCBC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:55:19.971078] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 2
[2025-12-04T20:55:19.972072] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-04T20:55:19.972141] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:55:19.973828] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:55:19.974314] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:55:19.975200] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:55:19.976203] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:55:19.977816] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:55:19.978839] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:55:19.979473] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-04T20:55:19.980551] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:55:20.316702] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-12-02
[2025-12-04T20:55:20.483337] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-03
[2025-12-04T20:55:20.565368] [INFO ] [main      ] GCBC: Lookback Days: 2, Magnitude: -5.10% | Symbol ETA: 6.4s | Global ETA: N/A
[2025-12-04T20:55:20.565485] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 3
[2025-12-04T20:55:20.566344] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-04T20:55:20.566406] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:55:20.568063] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:55:20.568560] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:55:20.569510] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:55:20.570595] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:55:20.572278] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:55:20.573332] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:55:20.574028] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-04T20:55:20.575204] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:55:20.919683] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-12-01
[2025-12-04T20:55:21.098865] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-02
[2025-12-04T20:55:21.186728] [INFO ] [main      ] GCBC: Lookback Days: 3, Magnitude: 6.50% | Symbol ETA: 5.9s | Global ETA: N/A
[2025-12-04T20:55:21.186911] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 4
[2025-12-04T20:55:21.187935] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-04T20:55:21.188002] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:55:21.189838] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:55:21.190372] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:55:21.191336] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:55:21.192454] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:55:21.194167] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:55:21.195220] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:55:21.195912] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-04T20:55:21.197105] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:55:21.549381] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-28
[2025-12-04T20:55:21.727188] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-01
[2025-12-04T20:55:21.813953] [INFO ] [main      ] GCBC: Lookback Days: 4, Magnitude: -0.30% | Symbol ETA: 5.4s | Global ETA: N/A
[2025-12-04T20:55:21.814090] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 5
[2025-12-04T20:55:21.814987] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-04T20:55:21.815050] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:55:21.816695] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:55:21.817166] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:55:21.818067] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:55:21.819092] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:55:21.820719] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:55:21.821708] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:55:21.822344] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-04T20:55:21.823403] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:55:22.159924] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-26
[2025-12-04T20:55:22.322715] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-28
[2025-12-04T20:55:22.413864] [INFO ] [main      ] GCBC: Lookback Days: 5, Magnitude: -1.41% | Symbol ETA: 4.7s | Global ETA: N/A
[2025-12-04T20:55:22.414054] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 6
[2025-12-04T20:55:22.415103] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-04T20:55:22.415180] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:55:22.417081] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:55:22.417689] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:55:22.418706] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:55:22.419755] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:55:22.421467] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:55:22.422567] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:55:22.423306] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-04T20:55:22.424516] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:55:22.779225] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-25
[2025-12-04T20:55:22.954507] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-26
[2025-12-04T20:55:23.043030] [INFO ] [main      ] GCBC: Lookback Days: 6, Magnitude: -0.13% | Symbol ETA: 4.1s | Global ETA: N/A
[2025-12-04T20:55:23.043210] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 7
[2025-12-04T20:55:23.044249] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-04T20:55:23.044314] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:55:23.046079] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:55:23.046688] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:55:23.047647] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:55:23.048689] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:55:23.050316] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:55:23.051334] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:55:23.052021] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-04T20:55:23.053125] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:55:23.394736] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-24
[2025-12-04T20:55:23.568341] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-25
[2025-12-04T20:55:23.658956] [INFO ] [main      ] GCBC: Lookback Days: 7, Magnitude: -1.17% | Symbol ETA: 3.5s | Global ETA: N/A
[2025-12-04T20:55:23.659139] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 8
[2025-12-04T20:55:23.660170] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-04T20:55:23.660238] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:55:23.661993] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:55:23.662557] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:55:23.663523] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:55:23.664623] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:55:23.666346] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:55:23.667444] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:55:23.668141] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-04T20:55:23.669292] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:55:24.003717] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-21
[2025-12-04T20:55:24.167676] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-24
[2025-12-04T20:55:24.245431] [INFO ] [main      ] GCBC: Lookback Days: 8, Magnitude: -0.40% | Symbol ETA: 2.9s | Global ETA: N/A
[2025-12-04T20:55:24.245555] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 9
[2025-12-04T20:55:24.246452] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-04T20:55:24.246514] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:55:24.248179] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:55:24.248726] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:55:24.249634] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:55:24.250623] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:55:24.252229] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:55:24.253229] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:55:24.253887] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-04T20:55:24.254966] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:55:24.589561] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-20
[2025-12-04T20:55:24.769504] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-21
[2025-12-04T20:55:24.853153] [INFO ] [main      ] GCBC: Lookback Days: 9, Magnitude: -1.41% | Symbol ETA: 2.3s | Global ETA: N/A
[2025-12-04T20:55:24.853340] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 10
[2025-12-04T20:55:24.854307] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-04T20:55:24.854372] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:55:24.856132] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:55:24.856694] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:55:24.857636] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:55:24.858760] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:55:24.860401] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:55:24.861407] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:55:24.862070] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-04T20:55:24.863157] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:55:25.215021] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-19
[2025-12-04T20:55:25.389560] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-20
[2025-12-04T20:55:25.470824] [INFO ] [main      ] GCBC: Lookback Days: 10, Magnitude: 0.28% | Symbol ETA: 1.7s | Global ETA: N/A
[2025-12-04T20:55:25.471003] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 11
[2025-12-04T20:55:25.471978] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-04T20:55:25.472073] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:55:25.473906] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:55:25.474488] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:55:25.475401] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:55:25.476387] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:55:25.477991] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:55:25.479020] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:55:25.479678] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-04T20:55:25.480763] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:55:25.821258] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-18
[2025-12-04T20:55:25.994498] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-19
[2025-12-04T20:55:26.076307] [INFO ] [main      ] GCBC: Lookback Days: 11, Magnitude: -0.59% | Symbol ETA: 1.1s | Global ETA: N/A
[2025-12-04T20:55:26.244707] [DEBUG] [METRICS   ] GCBC: 2025-12-03:2025-12-04: Predicted: -5.10%, Actual: 1.69%
[2025-12-04T20:55:26.412692] [DEBUG] [METRICS   ] GCBC: 2025-12-02:2025-12-03: Predicted: 6.50%, Actual: 0.20%
[2025-12-04T20:55:26.580909] [DEBUG] [METRICS   ] GCBC: 2025-12-01:2025-12-02: Predicted: -0.30%, Actual: 1.12%
[2025-12-04T20:55:26.756983] [DEBUG] [METRICS   ] GCBC: 2025-11-28:2025-12-01: Predicted: -1.41%, Actual: 1.13%
[2025-12-04T20:55:26.927145] [DEBUG] [METRICS   ] GCBC: 2025-11-26:2025-11-28: Predicted: -0.13%, Actual: 0.79%
[2025-12-04T20:55:27.095061] [DEBUG] [METRICS   ] GCBC: 2025-11-25:2025-11-26: Predicted: -1.17%, Actual: 1.31%
[2025-12-04T20:55:27.267650] [DEBUG] [METRICS   ] GCBC: 2025-11-24:2025-11-25: Predicted: -0.40%, Actual: 0.46%
[2025-12-04T20:55:27.439514] [DEBUG] [METRICS   ] GCBC: 2025-11-21:2025-11-24: Predicted: -1.41%, Actual: 1.58%
[2025-12-04T20:55:27.607783] [DEBUG] [METRICS   ] GCBC: 2025-11-20:2025-11-21: Predicted: 0.28%, Actual: 0.34%
[2025-12-04T20:55:27.779458] [DEBUG] [METRICS   ] GCBC: 2025-11-19:2025-11-20: Predicted: -0.59%, Actual: 0.36%
[2025-12-04T20:55:27.779780] [INFO ] [main      ] GCBC: Magnitude Forecast Confidence: 50.9099%
[2025-12-04T20:55:27.779914] [INFO ] [main      ] GCBC: DISCARDED add_volatility_decay_ratio (score: 50.91%)
[2025-12-04T20:55:27.779959] [INFO ] [main      ] GCBC: Testing feature 48/53: add_volatility_state_percentiles
[2025-12-04T20:55:27.779998] [DEBUG] [main      ] Testing with features: ['add_true_range', 'add_atr_10', 'add_composite_volatility_context', 'add_regime_flags', 'add_volume_pressure_into_close', 'add_preclose_acceleration_mag', 'add_return_volume_nonlinearity_proxies', 'add_vol_of_vol', 'add_volatility_state_percentiles']
[2025-12-04T20:55:27.780081] [DEBUG] [REMOTE    ] GCBC: Fetching historical data.
[2025-12-04T20:55:27.793263] [DEBUG] [REMOTE    ] GCBC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:55:27.793938] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 2
[2025-12-04T20:55:27.795198] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-04T20:55:27.795264] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:55:27.797177] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:55:27.797784] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:55:27.798779] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:55:27.799866] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:55:27.801528] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:55:27.802626] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:55:27.803322] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:55:27.804456] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-04T20:55:27.806471] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:55:28.159862] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-12-02
[2025-12-04T20:55:28.342011] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-03
[2025-12-04T20:55:28.432278] [INFO ] [main      ] GCBC: Lookback Days: 2, Magnitude: -2.97% | Symbol ETA: 6.6s | Global ETA: N/A
[2025-12-04T20:55:28.432444] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 3
[2025-12-04T20:55:28.433405] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-04T20:55:28.433470] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:55:28.435172] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:55:28.435707] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:55:28.436638] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:55:28.437710] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:55:28.439374] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:55:28.440402] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:55:28.441073] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:55:28.442160] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-04T20:55:28.444109] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:55:28.785802] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-12-01
[2025-12-04T20:55:28.963008] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-02
[2025-12-04T20:55:29.056160] [INFO ] [main      ] GCBC: Lookback Days: 3, Magnitude: 4.82% | Symbol ETA: 5.9s | Global ETA: N/A
[2025-12-04T20:55:29.056336] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 4
[2025-12-04T20:55:29.057351] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-04T20:55:29.057420] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:55:29.059247] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:55:29.059817] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:55:29.060823] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:55:29.061960] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:55:29.063702] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:55:29.064794] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:55:29.065465] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:55:29.066569] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-04T20:55:29.068601] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:55:29.412100] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-28
[2025-12-04T20:55:29.587121] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-01
[2025-12-04T20:55:29.685416] [INFO ] [main      ] GCBC: Lookback Days: 4, Magnitude: -0.87% | Symbol ETA: 5.2s | Global ETA: N/A
[2025-12-04T20:55:29.685618] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 5
[2025-12-04T20:55:29.686593] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-04T20:55:29.686657] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:55:29.688322] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:55:29.688928] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:55:29.689873] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:55:29.690863] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:55:29.692502] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:55:29.693549] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:55:29.694227] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:55:29.695298] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-04T20:55:29.697259] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:55:30.042916] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-26
[2025-12-04T20:55:30.220177] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-28
[2025-12-04T20:55:30.315789] [INFO ] [main      ] GCBC: Lookback Days: 5, Magnitude: -1.49% | Symbol ETA: 4.6s | Global ETA: N/A
[2025-12-04T20:55:30.315987] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 6
[2025-12-04T20:55:30.317101] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-04T20:55:30.317167] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:55:30.319008] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:55:30.319599] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:55:30.320543] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:55:30.321653] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:55:30.323346] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:55:30.324465] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:55:30.325171] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:55:30.326319] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-04T20:55:30.328327] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:55:30.673238] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-25
[2025-12-04T20:55:30.852358] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-26
[2025-12-04T20:55:30.947826] [INFO ] [main      ] GCBC: Lookback Days: 6, Magnitude: -1.19% | Symbol ETA: 4.0s | Global ETA: N/A
[2025-12-04T20:55:30.947948] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 7
[2025-12-04T20:55:30.948979] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-04T20:55:30.949043] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:55:30.950817] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:55:30.951325] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:55:30.952254] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:55:30.953304] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:55:30.955006] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:55:30.956057] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:55:30.956741] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:55:30.957798] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-04T20:55:30.959858] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:55:31.311003] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-24
[2025-12-04T20:55:31.477956] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-25
[2025-12-04T20:55:31.564824] [INFO ] [main      ] GCBC: Lookback Days: 7, Magnitude: 1.25% | Symbol ETA: 3.3s | Global ETA: N/A
[2025-12-04T20:55:31.564943] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 8
[2025-12-04T20:55:31.565821] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-04T20:55:31.565883] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:55:31.567493] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:55:31.567988] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:55:31.568900] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:55:31.569902] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:55:31.571487] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:55:31.572477] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:55:31.573134] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:55:31.574167] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-04T20:55:31.576069] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:55:31.913460] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-21
[2025-12-04T20:55:32.079852] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-24
[2025-12-04T20:55:32.163679] [INFO ] [main      ] GCBC: Lookback Days: 8, Magnitude: 1.95% | Symbol ETA: 2.7s | Global ETA: N/A
[2025-12-04T20:55:32.163795] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 9
[2025-12-04T20:55:32.164657] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-04T20:55:32.164720] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:55:32.166316] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:55:32.166815] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:55:32.167699] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:55:32.168722] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:55:32.170296] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:55:32.171300] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:55:32.171952] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:55:32.172979] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-04T20:55:32.175240] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:55:32.567394] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-20
[2025-12-04T20:55:32.733640] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-21
[2025-12-04T20:55:32.830255] [INFO ] [main      ] GCBC: Lookback Days: 9, Magnitude: -1.89% | Symbol ETA: 2.1s | Global ETA: N/A
[2025-12-04T20:55:32.830393] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 10
[2025-12-04T20:55:32.831263] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-04T20:55:32.831325] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:55:32.832948] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:55:32.833413] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:55:32.834300] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:55:32.835286] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:55:32.836892] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:55:32.837900] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:55:32.838570] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:55:32.839613] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-04T20:55:32.841478] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:55:33.174050] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-19
[2025-12-04T20:55:33.339312] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-20
[2025-12-04T20:55:33.423489] [INFO ] [main      ] GCBC: Lookback Days: 10, Magnitude: -0.66% | Symbol ETA: 1.5s | Global ETA: N/A
[2025-12-04T20:55:33.423655] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 11
[2025-12-04T20:55:33.424511] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-04T20:55:33.424591] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:55:33.426185] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:55:33.426672] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:55:33.427539] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:55:33.428555] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:55:33.430194] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:55:33.431216] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:55:33.431902] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:55:33.432950] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-04T20:55:33.434850] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:55:33.772783] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-18
[2025-12-04T20:55:33.938695] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-19
[2025-12-04T20:55:34.022984] [INFO ] [main      ] GCBC: Lookback Days: 11, Magnitude: 0.35% | Symbol ETA: 0.8s | Global ETA: N/A
[2025-12-04T20:55:34.203488] [DEBUG] [METRICS   ] GCBC: 2025-12-03:2025-12-04: Predicted: -2.97%, Actual: 1.69%
[2025-12-04T20:55:34.389963] [DEBUG] [METRICS   ] GCBC: 2025-12-02:2025-12-03: Predicted: 4.82%, Actual: 0.20%
[2025-12-04T20:55:34.563866] [DEBUG] [METRICS   ] GCBC: 2025-12-01:2025-12-02: Predicted: -0.87%, Actual: 1.12%
[2025-12-04T20:55:34.740532] [DEBUG] [METRICS   ] GCBC: 2025-11-28:2025-12-01: Predicted: -1.49%, Actual: 1.13%
[2025-12-04T20:55:34.909121] [DEBUG] [METRICS   ] GCBC: 2025-11-26:2025-11-28: Predicted: -1.19%, Actual: 0.79%
[2025-12-04T20:55:35.078817] [DEBUG] [METRICS   ] GCBC: 2025-11-25:2025-11-26: Predicted: 1.25%, Actual: 1.31%
[2025-12-04T20:55:35.244001] [DEBUG] [METRICS   ] GCBC: 2025-11-24:2025-11-25: Predicted: 1.95%, Actual: 0.46%
[2025-12-04T20:55:35.414420] [DEBUG] [METRICS   ] GCBC: 2025-11-21:2025-11-24: Predicted: -1.89%, Actual: 1.58%
[2025-12-04T20:55:35.583021] [DEBUG] [METRICS   ] GCBC: 2025-11-20:2025-11-21: Predicted: -0.66%, Actual: 0.34%
[2025-12-04T20:55:35.751631] [DEBUG] [METRICS   ] GCBC: 2025-11-19:2025-11-20: Predicted: 0.35%, Actual: 0.36%
[2025-12-04T20:55:35.751845] [INFO ] [main      ] GCBC: Magnitude Forecast Confidence: 57.9967%
[2025-12-04T20:55:35.751953] [INFO ] [main      ] GCBC: KEPT add_volatility_state_percentiles (score: 58.00%)
[2025-12-04T20:55:35.751997] [INFO ] [main      ] GCBC: Testing feature 49/53: add_volume_dispersion
[2025-12-04T20:55:35.752034] [DEBUG] [main      ] Testing with features: ['add_true_range', 'add_atr_10', 'add_composite_volatility_context', 'add_regime_flags', 'add_volume_pressure_into_close', 'add_preclose_acceleration_mag', 'add_return_volume_nonlinearity_proxies', 'add_vol_of_vol', 'add_volatility_state_percentiles', 'add_volume_dispersion']
[2025-12-04T20:55:35.752103] [DEBUG] [REMOTE    ] GCBC: Fetching historical data.
[2025-12-04T20:55:35.764879] [DEBUG] [REMOTE    ] GCBC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:55:35.765255] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 2
[2025-12-04T20:55:35.766255] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-04T20:55:35.766317] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:55:35.767992] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:55:35.768548] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:55:35.769431] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:55:35.770425] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:55:35.772030] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:55:35.773030] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:55:35.773706] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:55:35.774740] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-04T20:55:35.776631] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-04T20:55:35.777990] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:55:36.132109] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-12-02
[2025-12-04T20:55:36.301294] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-03
[2025-12-04T20:55:36.399398] [INFO ] [main      ] GCBC: Lookback Days: 2, Magnitude: -3.60% | Symbol ETA: 6.4s | Global ETA: N/A
[2025-12-04T20:55:36.399601] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 3
[2025-12-04T20:55:36.400658] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-04T20:55:36.400724] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:55:36.402535] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:55:36.403129] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:55:36.404101] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:55:36.405123] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:55:36.406826] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:55:36.407917] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:55:36.408663] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:55:36.409783] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-04T20:55:36.411792] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-04T20:55:36.413257] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:55:36.758891] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-12-01
[2025-12-04T20:55:36.920719] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-02
[2025-12-04T20:55:37.006558] [INFO ] [main      ] GCBC: Lookback Days: 3, Magnitude: 3.39% | Symbol ETA: 5.6s | Global ETA: N/A
[2025-12-04T20:55:37.006716] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 4
[2025-12-04T20:55:37.008135] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-04T20:55:37.008198] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:55:37.009842] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:55:37.010310] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:55:37.011184] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:55:37.012184] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:55:37.013785] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:55:37.014804] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:55:37.015446] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:55:37.016493] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-04T20:55:37.018457] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-04T20:55:37.019802] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:55:37.356535] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-28
[2025-12-04T20:55:37.521948] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-01
[2025-12-04T20:55:37.609407] [INFO ] [main      ] GCBC: Lookback Days: 4, Magnitude: -1.96% | Symbol ETA: 5.0s | Global ETA: N/A
[2025-12-04T20:55:37.609547] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 5
[2025-12-04T20:55:37.610454] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-04T20:55:37.610522] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:55:37.612230] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:55:37.612766] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:55:37.613696] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:55:37.614792] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:55:37.616462] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:55:37.617603] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:55:37.618291] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:55:37.619367] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-04T20:55:37.621404] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-04T20:55:37.622800] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:55:37.962758] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-26
[2025-12-04T20:55:38.128831] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-28
[2025-12-04T20:55:38.214845] [INFO ] [main      ] GCBC: Lookback Days: 5, Magnitude: -0.95% | Symbol ETA: 4.3s | Global ETA: N/A
[2025-12-04T20:55:38.214963] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 6
[2025-12-04T20:55:38.215864] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-04T20:55:38.215928] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:55:38.217551] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:55:38.218053] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:55:38.218968] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:55:38.219996] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:55:38.221643] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:55:38.222686] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:55:38.223354] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:55:38.224425] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-04T20:55:38.226387] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-04T20:55:38.227780] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:55:38.567260] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-25
[2025-12-04T20:55:38.733946] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-26
[2025-12-04T20:55:38.820501] [INFO ] [main      ] GCBC: Lookback Days: 6, Magnitude: 0.99% | Symbol ETA: 3.7s | Global ETA: N/A
[2025-12-04T20:55:38.820644] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 7
[2025-12-04T20:55:38.821497] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-04T20:55:38.821594] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:55:38.823201] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:55:38.823694] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:55:38.824551] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:55:38.825588] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:55:38.827200] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:55:38.828212] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:55:38.828905] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:55:38.829991] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-04T20:55:38.831915] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-04T20:55:38.833242] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:55:39.172765] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-24
[2025-12-04T20:55:39.341637] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-25
[2025-12-04T20:55:39.431780] [INFO ] [main      ] GCBC: Lookback Days: 7, Magnitude: -0.67% | Symbol ETA: 3.1s | Global ETA: N/A
[2025-12-04T20:55:39.431898] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 8
[2025-12-04T20:55:39.432770] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-04T20:55:39.432833] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:55:39.434456] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:55:39.434960] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:55:39.435843] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:55:39.436897] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:55:39.438601] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:55:39.439687] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:55:39.440369] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:55:39.441487] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-04T20:55:39.443529] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-04T20:55:39.444954] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:55:39.784505] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-21
[2025-12-04T20:55:39.949899] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-24
[2025-12-04T20:55:40.038524] [INFO ] [main      ] GCBC: Lookback Days: 8, Magnitude: 1.20% | Symbol ETA: 2.5s | Global ETA: N/A
[2025-12-04T20:55:40.038676] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 9
[2025-12-04T20:55:40.039520] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-04T20:55:40.039621] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:55:40.041210] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:55:40.041702] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:55:40.042556] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:55:40.043565] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:55:40.045157] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:55:40.046168] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:55:40.046837] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:55:40.047877] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-04T20:55:40.049842] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-04T20:55:40.051330] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:55:40.383060] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-20
[2025-12-04T20:55:40.552421] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-21
[2025-12-04T20:55:40.636041] [INFO ] [main      ] GCBC: Lookback Days: 9, Magnitude: -1.09% | Symbol ETA: 1.9s | Global ETA: N/A
[2025-12-04T20:55:40.636158] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 10
[2025-12-04T20:55:40.637021] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-04T20:55:40.637084] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:55:40.638724] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:55:40.639195] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:55:40.640086] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:55:40.641082] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:55:40.642688] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:55:40.643702] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:55:40.644349] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:55:40.645417] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-04T20:55:40.647345] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-04T20:55:40.648730] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:55:40.982290] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-19
[2025-12-04T20:55:41.158159] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-20
[2025-12-04T20:55:41.242328] [INFO ] [main      ] GCBC: Lookback Days: 10, Magnitude: -0.14% | Symbol ETA: 1.3s | Global ETA: N/A
[2025-12-04T20:55:41.242449] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 11
[2025-12-04T20:55:41.243323] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-04T20:55:41.243386] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:55:41.244987] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:55:41.245465] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:55:41.246334] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:55:41.247323] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:55:41.248972] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:55:41.249964] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:55:41.250642] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:55:41.251689] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-04T20:55:41.253592] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-04T20:55:41.254911] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:55:41.589916] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-18
[2025-12-04T20:55:41.763230] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-19
[2025-12-04T20:55:41.847784] [INFO ] [main      ] GCBC: Lookback Days: 11, Magnitude: 1.02% | Symbol ETA: 0.7s | Global ETA: N/A
[2025-12-04T20:55:42.015149] [DEBUG] [METRICS   ] GCBC: 2025-12-03:2025-12-04: Predicted: -3.60%, Actual: 1.69%
[2025-12-04T20:55:42.182276] [DEBUG] [METRICS   ] GCBC: 2025-12-02:2025-12-03: Predicted: 3.39%, Actual: 0.20%
[2025-12-04T20:55:42.348616] [DEBUG] [METRICS   ] GCBC: 2025-12-01:2025-12-02: Predicted: -1.96%, Actual: 1.12%
[2025-12-04T20:55:42.517283] [DEBUG] [METRICS   ] GCBC: 2025-11-28:2025-12-01: Predicted: -0.95%, Actual: 1.13%
[2025-12-04T20:55:42.684613] [DEBUG] [METRICS   ] GCBC: 2025-11-26:2025-11-28: Predicted: 0.99%, Actual: 0.79%
[2025-12-04T20:55:42.848723] [DEBUG] [METRICS   ] GCBC: 2025-11-25:2025-11-26: Predicted: -0.67%, Actual: 1.31%
[2025-12-04T20:55:43.012523] [DEBUG] [METRICS   ] GCBC: 2025-11-24:2025-11-25: Predicted: 1.20%, Actual: 0.46%
[2025-12-04T20:55:43.176107] [DEBUG] [METRICS   ] GCBC: 2025-11-21:2025-11-24: Predicted: -1.09%, Actual: 1.58%
[2025-12-04T20:55:43.341403] [DEBUG] [METRICS   ] GCBC: 2025-11-20:2025-11-21: Predicted: -0.14%, Actual: 0.34%
[2025-12-04T20:55:43.505328] [DEBUG] [METRICS   ] GCBC: 2025-11-19:2025-11-20: Predicted: 1.02%, Actual: 0.36%
[2025-12-04T20:55:43.505509] [INFO ] [main      ] GCBC: Magnitude Forecast Confidence: 49.0093%
[2025-12-04T20:55:43.505559] [INFO ] [main      ] GCBC: DISCARDED add_volume_dispersion (score: 49.01%)
[2025-12-04T20:55:43.505614] [INFO ] [main      ] GCBC: Testing feature 50/53: add_volume_flow_differentials
[2025-12-04T20:55:43.505647] [DEBUG] [main      ] Testing with features: ['add_true_range', 'add_atr_10', 'add_composite_volatility_context', 'add_regime_flags', 'add_volume_pressure_into_close', 'add_preclose_acceleration_mag', 'add_return_volume_nonlinearity_proxies', 'add_vol_of_vol', 'add_volatility_state_percentiles', 'add_volume_flow_differentials']
[2025-12-04T20:55:43.505707] [DEBUG] [REMOTE    ] GCBC: Fetching historical data.
[2025-12-04T20:55:43.518121] [DEBUG] [REMOTE    ] GCBC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:55:43.518504] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 2
[2025-12-04T20:55:43.519480] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-04T20:55:43.519543] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:55:43.521264] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:55:43.521801] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:55:43.522711] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:55:43.523737] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:55:43.525360] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:55:43.526369] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:55:43.527072] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:55:43.528152] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-04T20:55:43.530140] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-04T20:55:43.532864] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:55:43.880165] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-12-02
[2025-12-04T20:55:44.045308] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-03
[2025-12-04T20:55:44.134373] [INFO ] [main      ] GCBC: Lookback Days: 2, Magnitude: -3.70% | Symbol ETA: 6.0s | Global ETA: N/A
[2025-12-04T20:55:44.134502] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 3
[2025-12-04T20:55:44.135387] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-04T20:55:44.135458] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:55:44.137101] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:55:44.137616] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:55:44.138505] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:55:44.139496] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:55:44.141102] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:55:44.142124] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:55:44.142810] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:55:44.143858] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-04T20:55:44.145783] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-04T20:55:44.148511] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:55:44.486717] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-12-01
[2025-12-04T20:55:44.654421] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-02
[2025-12-04T20:55:44.746360] [INFO ] [main      ] GCBC: Lookback Days: 3, Magnitude: 5.74% | Symbol ETA: 5.4s | Global ETA: N/A
[2025-12-04T20:55:44.746530] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 4
[2025-12-04T20:55:44.747674] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-04T20:55:44.747737] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:55:44.749382] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:55:44.749892] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:55:44.750769] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:55:44.752114] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:55:44.753698] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:55:44.754709] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:55:44.755342] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:55:44.756529] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-04T20:55:44.758686] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-04T20:55:44.761694] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:55:45.139698] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-28
[2025-12-04T20:55:45.391675] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-01
[2025-12-04T20:55:45.525448] [INFO ] [main      ] GCBC: Lookback Days: 4, Magnitude: -1.31% | Symbol ETA: 5.2s | Global ETA: N/A
[2025-12-04T20:55:45.525626] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 5
[2025-12-04T20:55:45.527003] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-04T20:55:45.527092] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:55:45.529635] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:55:45.530248] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:55:45.531331] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:55:45.532589] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:55:45.534643] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:55:45.535969] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:55:45.536842] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:55:45.538033] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-04T20:55:45.540457] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-04T20:55:45.543553] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:55:45.909778] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-26
[2025-12-04T20:55:46.102109] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-28
[2025-12-04T20:55:46.194070] [INFO ] [main      ] GCBC: Lookback Days: 5, Magnitude: -0.71% | Symbol ETA: 4.5s | Global ETA: N/A
[2025-12-04T20:55:46.194192] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 6
[2025-12-04T20:55:46.195142] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-04T20:55:46.195215] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:55:46.196950] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:55:46.197444] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:55:46.198392] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:55:46.199434] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:55:46.201091] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:55:46.202141] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:55:46.202837] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:55:46.203908] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-04T20:55:46.205945] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-04T20:55:46.208790] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:55:46.570325] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-25
[2025-12-04T20:55:46.746803] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-26
[2025-12-04T20:55:46.837661] [INFO ] [main      ] GCBC: Lookback Days: 6, Magnitude: 1.39% | Symbol ETA: 3.8s | Global ETA: N/A
[2025-12-04T20:55:46.837789] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 7
[2025-12-04T20:55:46.839356] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-04T20:55:46.839422] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:55:46.841164] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:55:46.841684] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:55:46.842633] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:55:46.843718] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:55:46.845465] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:55:46.846500] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:55:46.847255] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:55:46.848394] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-04T20:55:46.850409] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-04T20:55:46.853231] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:55:47.193832] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-24
[2025-12-04T20:55:47.361039] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-25
[2025-12-04T20:55:47.451863] [INFO ] [main      ] GCBC: Lookback Days: 7, Magnitude: -1.28% | Symbol ETA: 3.1s | Global ETA: N/A
[2025-12-04T20:55:47.451981] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 8
[2025-12-04T20:55:47.452851] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-04T20:55:47.452925] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:55:47.454592] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:55:47.455064] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:55:47.455941] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:55:47.456935] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:55:47.458701] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:55:47.459726] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:55:47.460383] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:55:47.461421] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-04T20:55:47.463378] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-04T20:55:47.466069] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:55:47.809907] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-21
[2025-12-04T20:55:47.981498] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-24
[2025-12-04T20:55:48.072729] [INFO ] [main      ] GCBC: Lookback Days: 8, Magnitude: 2.07% | Symbol ETA: 2.4s | Global ETA: N/A
[2025-12-04T20:55:48.072854] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 9
[2025-12-04T20:55:48.073785] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-04T20:55:48.073853] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:55:48.075550] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:55:48.076074] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:55:48.076989] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:55:48.078008] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:55:48.079844] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:55:48.080893] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:55:48.081615] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:55:48.082707] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-04T20:55:48.084674] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-04T20:55:48.088126] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:55:48.422968] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-20
[2025-12-04T20:55:48.589399] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-21
[2025-12-04T20:55:48.681694] [INFO ] [main      ] GCBC: Lookback Days: 9, Magnitude: -0.60% | Symbol ETA: 1.8s | Global ETA: N/A
[2025-12-04T20:55:48.681812] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 10
[2025-12-04T20:55:48.682681] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-04T20:55:48.682744] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:55:48.684357] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:55:48.684847] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:55:48.685749] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:55:48.686800] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:55:48.688415] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:55:48.689467] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:55:48.690176] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:55:48.691213] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-04T20:55:48.693177] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-04T20:55:48.695887] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:55:49.031277] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-19
[2025-12-04T20:55:49.201141] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-20
[2025-12-04T20:55:49.287293] [INFO ] [main      ] GCBC: Lookback Days: 10, Magnitude: -0.28% | Symbol ETA: 1.1s | Global ETA: N/A
[2025-12-04T20:55:49.287410] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 11
[2025-12-04T20:55:49.288380] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-04T20:55:49.288467] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:55:49.290128] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:55:49.290638] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:55:49.291516] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:55:49.292541] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:55:49.294219] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:55:49.295270] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:55:49.295955] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:55:49.297021] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-04T20:55:49.299039] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-04T20:55:49.301834] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:55:49.636550] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-18
[2025-12-04T20:55:49.806185] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-19
[2025-12-04T20:55:49.891684] [INFO ] [main      ] GCBC: Lookback Days: 11, Magnitude: 1.93% | Symbol ETA: 0.5s | Global ETA: N/A
[2025-12-04T20:55:50.058322] [DEBUG] [METRICS   ] GCBC: 2025-12-03:2025-12-04: Predicted: -3.70%, Actual: 1.69%
[2025-12-04T20:55:50.222884] [DEBUG] [METRICS   ] GCBC: 2025-12-02:2025-12-03: Predicted: 5.74%, Actual: 0.20%
[2025-12-04T20:55:50.391816] [DEBUG] [METRICS   ] GCBC: 2025-12-01:2025-12-02: Predicted: -1.31%, Actual: 1.12%
[2025-12-04T20:55:50.558272] [DEBUG] [METRICS   ] GCBC: 2025-11-28:2025-12-01: Predicted: -0.71%, Actual: 1.13%
[2025-12-04T20:55:50.724165] [DEBUG] [METRICS   ] GCBC: 2025-11-26:2025-11-28: Predicted: 1.39%, Actual: 0.79%
[2025-12-04T20:55:50.900765] [DEBUG] [METRICS   ] GCBC: 2025-11-25:2025-11-26: Predicted: -1.28%, Actual: 1.31%
[2025-12-04T20:55:51.066789] [DEBUG] [METRICS   ] GCBC: 2025-11-24:2025-11-25: Predicted: 2.07%, Actual: 0.46%
[2025-12-04T20:55:51.232288] [DEBUG] [METRICS   ] GCBC: 2025-11-21:2025-11-24: Predicted: -0.60%, Actual: 1.58%
[2025-12-04T20:55:51.401183] [DEBUG] [METRICS   ] GCBC: 2025-11-20:2025-11-21: Predicted: -0.28%, Actual: 0.34%
[2025-12-04T20:55:51.566862] [DEBUG] [METRICS   ] GCBC: 2025-11-19:2025-11-20: Predicted: 1.93%, Actual: 0.36%
[2025-12-04T20:55:51.567053] [INFO ] [main      ] GCBC: Magnitude Forecast Confidence: 47.0904%
[2025-12-04T20:55:51.567152] [INFO ] [main      ] GCBC: DISCARDED add_volume_flow_differentials (score: 47.09%)
[2025-12-04T20:55:51.567194] [INFO ] [main      ] GCBC: Testing feature 52/53: add_volume_zscore
[2025-12-04T20:55:51.567226] [DEBUG] [main      ] Testing with features: ['add_true_range', 'add_atr_10', 'add_composite_volatility_context', 'add_regime_flags', 'add_volume_pressure_into_close', 'add_preclose_acceleration_mag', 'add_return_volume_nonlinearity_proxies', 'add_vol_of_vol', 'add_volatility_state_percentiles', 'add_volume_zscore']
[2025-12-04T20:55:51.567263] [DEBUG] [REMOTE    ] GCBC: Fetching historical data.
[2025-12-04T20:55:51.644597] [DEBUG] [REMOTE    ] GCBC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:55:51.644980] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 2
[2025-12-04T20:55:51.645974] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-04T20:55:51.646037] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:55:51.647692] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:55:51.648186] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:55:51.649103] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:55:51.650112] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:55:51.651754] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:55:51.652768] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:55:51.653418] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:55:51.654493] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-04T20:55:51.656390] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-04T20:55:51.658037] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:55:51.995342] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-12-02
[2025-12-04T20:55:52.162096] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-03
[2025-12-04T20:55:52.248060] [INFO ] [main      ] GCBC: Lookback Days: 2, Magnitude: -3.70% | Symbol ETA: 5.6s | Global ETA: N/A
[2025-12-04T20:55:52.248178] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 3
[2025-12-04T20:55:52.249657] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-04T20:55:52.249720] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:55:52.251342] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:55:52.251831] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:55:52.252703] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:55:52.253722] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:55:52.255316] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:55:52.256338] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:55:52.257008] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:55:52.258066] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-04T20:55:52.259987] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-04T20:55:52.261591] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:55:52.598461] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-12-01
[2025-12-04T20:55:52.790863] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-02
[2025-12-04T20:55:52.880804] [INFO ] [main      ] GCBC: Lookback Days: 3, Magnitude: 1.78% | Symbol ETA: 5.1s | Global ETA: N/A
[2025-12-04T20:55:52.880920] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 4
[2025-12-04T20:55:52.881777] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-04T20:55:52.881839] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:55:52.883456] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:55:52.883955] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:55:52.884831] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:55:52.885841] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:55:52.887434] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:55:52.888480] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:55:52.889191] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:55:52.890229] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-04T20:55:52.892134] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-04T20:55:52.893741] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:55:53.228680] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-28
[2025-12-04T20:55:53.409850] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-01
[2025-12-04T20:55:53.503052] [INFO ] [main      ] GCBC: Lookback Days: 4, Magnitude: 1.47% | Symbol ETA: 4.5s | Global ETA: N/A
[2025-12-04T20:55:53.503180] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 5
[2025-12-04T20:55:53.504112] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-04T20:55:53.504175] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:55:53.505835] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:55:53.506320] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:55:53.507258] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:55:53.508325] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:55:53.510009] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:55:53.511081] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:55:53.511762] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:55:53.512839] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-04T20:55:53.514856] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-04T20:55:53.516649] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:55:53.873636] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-26
[2025-12-04T20:55:54.046317] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-28
[2025-12-04T20:55:54.137498] [INFO ] [main      ] GCBC: Lookback Days: 5, Magnitude: -2.98% | Symbol ETA: 3.9s | Global ETA: N/A
[2025-12-04T20:55:54.137647] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 6
[2025-12-04T20:55:54.138747] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-04T20:55:54.138834] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:55:54.140636] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:55:54.141174] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:55:54.142115] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:55:54.143183] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:55:54.145045] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:55:54.146215] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:55:54.146986] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:55:54.148118] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-04T20:55:54.151354] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-04T20:55:54.153279] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:55:54.502365] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-25
[2025-12-04T20:55:54.672640] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-26
[2025-12-04T20:55:54.761347] [INFO ] [main      ] GCBC: Lookback Days: 6, Magnitude: -1.15% | Symbol ETA: 3.3s | Global ETA: N/A
[2025-12-04T20:55:54.761463] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 7
[2025-12-04T20:55:54.762339] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-04T20:55:54.762416] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:55:54.764051] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:55:54.764530] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:55:54.765437] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:55:54.766446] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:55:54.768078] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:55:54.769135] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:55:54.769793] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:55:54.770819] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-04T20:55:54.772710] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-04T20:55:54.774314] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:55:55.110211] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-24
[2025-12-04T20:55:55.276984] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-25
[2025-12-04T20:55:55.364808] [INFO ] [main      ] GCBC: Lookback Days: 7, Magnitude: -0.25% | Symbol ETA: 2.6s | Global ETA: N/A
[2025-12-04T20:55:55.364925] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 8
[2025-12-04T20:55:55.366326] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-04T20:55:55.366388] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:55:55.368020] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:55:55.368503] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:55:55.369394] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:55:55.370418] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:55:55.372030] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:55:55.373062] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:55:55.373729] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:55:55.374810] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-04T20:55:55.376752] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-04T20:55:55.378366] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:55:55.711787] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-21
[2025-12-04T20:55:55.875260] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-24
[2025-12-04T20:55:55.960793] [INFO ] [main      ] GCBC: Lookback Days: 8, Magnitude: 0.42% | Symbol ETA: 2.0s | Global ETA: N/A
[2025-12-04T20:55:55.960908] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 9
[2025-12-04T20:55:55.961778] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-04T20:55:55.961840] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:55:55.963460] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:55:55.963959] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:55:55.964849] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:55:55.965882] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:55:55.967479] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:55:55.968551] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:55:55.969223] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:55:55.970267] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-04T20:55:55.972159] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-04T20:55:55.973793] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:55:56.309406] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-20
[2025-12-04T20:55:56.480358] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-21
[2025-12-04T20:55:56.565627] [INFO ] [main      ] GCBC: Lookback Days: 9, Magnitude: 0.74% | Symbol ETA: 1.4s | Global ETA: N/A
[2025-12-04T20:55:56.565749] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 10
[2025-12-04T20:55:56.567160] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-04T20:55:56.567225] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:55:56.568904] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:55:56.569402] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:55:56.570281] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:55:56.571284] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:55:56.572988] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:55:56.574048] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:55:56.574751] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:55:56.575832] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-04T20:55:56.577796] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-04T20:55:56.579492] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:55:56.918336] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-19
[2025-12-04T20:55:57.081035] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-20
[2025-12-04T20:55:57.168746] [INFO ] [main      ] GCBC: Lookback Days: 10, Magnitude: -1.00% | Symbol ETA: 0.8s | Global ETA: N/A
[2025-12-04T20:55:57.168867] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 11
[2025-12-04T20:55:57.169751] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-04T20:55:57.169814] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:55:57.171427] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:55:57.171931] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:55:57.172810] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:55:57.173798] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:55:57.175391] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:55:57.176408] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:55:57.177079] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:55:57.178114] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-04T20:55:57.180059] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-04T20:55:57.181731] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:55:57.515981] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-18
[2025-12-04T20:55:57.683856] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-19
[2025-12-04T20:55:57.770331] [INFO ] [main      ] GCBC: Lookback Days: 11, Magnitude: 2.89% | Symbol ETA: 0.2s | Global ETA: N/A
[2025-12-04T20:55:57.945100] [DEBUG] [METRICS   ] GCBC: 2025-12-03:2025-12-04: Predicted: -3.70%, Actual: 1.69%
[2025-12-04T20:55:58.123167] [DEBUG] [METRICS   ] GCBC: 2025-12-02:2025-12-03: Predicted: 1.78%, Actual: 0.20%
[2025-12-04T20:55:58.292032] [DEBUG] [METRICS   ] GCBC: 2025-12-01:2025-12-02: Predicted: 1.47%, Actual: 1.12%
[2025-12-04T20:55:58.460245] [DEBUG] [METRICS   ] GCBC: 2025-11-28:2025-12-01: Predicted: -2.98%, Actual: 1.13%
[2025-12-04T20:55:58.629296] [DEBUG] [METRICS   ] GCBC: 2025-11-26:2025-11-28: Predicted: -1.15%, Actual: 0.79%
[2025-12-04T20:55:58.799898] [DEBUG] [METRICS   ] GCBC: 2025-11-25:2025-11-26: Predicted: -0.25%, Actual: 1.31%
[2025-12-04T20:55:58.968388] [DEBUG] [METRICS   ] GCBC: 2025-11-24:2025-11-25: Predicted: 0.42%, Actual: 0.46%
[2025-12-04T20:55:59.135469] [DEBUG] [METRICS   ] GCBC: 2025-11-21:2025-11-24: Predicted: 0.74%, Actual: 1.58%
[2025-12-04T20:55:59.300840] [DEBUG] [METRICS   ] GCBC: 2025-11-20:2025-11-21: Predicted: -1.00%, Actual: 0.34%
[2025-12-04T20:55:59.468302] [DEBUG] [METRICS   ] GCBC: 2025-11-19:2025-11-20: Predicted: 2.89%, Actual: 0.36%
[2025-12-04T20:55:59.468488] [INFO ] [main      ] GCBC: Magnitude Forecast Confidence: 42.3303%
[2025-12-04T20:55:59.468565] [INFO ] [main      ] GCBC: DISCARDED add_volume_zscore (score: 42.33%)
[2025-12-04T20:55:59.468629] [INFO ] [main      ] GCBC: Testing feature 53/53: add_vwap_deviations
[2025-12-04T20:55:59.468662] [DEBUG] [main      ] Testing with features: ['add_true_range', 'add_atr_10', 'add_composite_volatility_context', 'add_regime_flags', 'add_volume_pressure_into_close', 'add_preclose_acceleration_mag', 'add_return_volume_nonlinearity_proxies', 'add_vol_of_vol', 'add_volatility_state_percentiles', 'add_vwap_deviations']
[2025-12-04T20:55:59.468700] [DEBUG] [REMOTE    ] GCBC: Fetching historical data.
[2025-12-04T20:55:59.481336] [DEBUG] [REMOTE    ] GCBC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:55:59.481740] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 2
[2025-12-04T20:55:59.482731] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-04T20:55:59.482795] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:55:59.484720] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:55:59.485330] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:55:59.486434] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:55:59.487518] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:55:59.489263] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:55:59.490302] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:55:59.490987] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:55:59.492072] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-04T20:55:59.494055] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-04T20:55:59.500101] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:55:59.843192] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-12-02
[2025-12-04T20:56:00.009453] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-03
[2025-12-04T20:56:00.096814] [INFO ] [main      ] GCBC: Lookback Days: 2, Magnitude: -2.29% | Symbol ETA: 5.5s | Global ETA: N/A
[2025-12-04T20:56:00.096930] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 3
[2025-12-04T20:56:00.097802] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-04T20:56:00.097865] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:00.099506] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:56:00.099997] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:56:00.100887] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:56:00.101890] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:56:00.103485] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:56:00.104508] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:56:00.105202] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:56:00.106252] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-04T20:56:00.108266] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-04T20:56:00.114007] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:00.448630] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-12-01
[2025-12-04T20:56:00.615992] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-02
[2025-12-04T20:56:00.706461] [INFO ] [main      ] GCBC: Lookback Days: 3, Magnitude: 2.37% | Symbol ETA: 4.9s | Global ETA: N/A
[2025-12-04T20:56:00.706613] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 4
[2025-12-04T20:56:00.707511] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-04T20:56:00.707592] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:00.709325] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:56:00.709842] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:56:00.710757] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:56:00.711820] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:56:00.713468] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:56:00.714551] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:56:00.715236] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:56:00.716358] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-04T20:56:00.718362] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-04T20:56:00.724221] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:01.123231] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-28
[2025-12-04T20:56:01.294862] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-01
[2025-12-04T20:56:01.383062] [INFO ] [main      ] GCBC: Lookback Days: 4, Magnitude: 1.27% | Symbol ETA: 4.4s | Global ETA: N/A
[2025-12-04T20:56:01.383184] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 5
[2025-12-04T20:56:01.384072] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-04T20:56:01.384149] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:01.385816] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:56:01.386299] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:56:01.387180] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:56:01.388187] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:56:01.389940] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:56:01.391010] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:56:01.391700] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:56:01.392761] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-04T20:56:01.394685] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-04T20:56:01.400472] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:01.749838] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-26
[2025-12-04T20:56:01.916191] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-28
[2025-12-04T20:56:02.005377] [INFO ] [main      ] GCBC: Lookback Days: 5, Magnitude: -2.07% | Symbol ETA: 3.8s | Global ETA: N/A
[2025-12-04T20:56:02.005495] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 6
[2025-12-04T20:56:02.006376] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-04T20:56:02.006440] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:02.008271] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:56:02.008775] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:56:02.009661] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:56:02.010660] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:56:02.012239] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:56:02.013257] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:56:02.013940] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:56:02.014980] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-04T20:56:02.016891] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-04T20:56:02.022742] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:02.349298] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-25
[2025-12-04T20:56:02.512016] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-26
[2025-12-04T20:56:02.602503] [INFO ] [main      ] GCBC: Lookback Days: 6, Magnitude: 0.62% | Symbol ETA: 3.1s | Global ETA: N/A
[2025-12-04T20:56:02.602646] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 7
[2025-12-04T20:56:02.603503] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-04T20:56:02.603564] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:02.605180] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:56:02.605680] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:56:02.606598] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:56:02.607567] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:56:02.609263] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:56:02.610275] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:56:02.610937] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:56:02.612013] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-04T20:56:02.613916] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-04T20:56:02.619853] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:02.967892] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-24
[2025-12-04T20:56:03.135045] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-25
[2025-12-04T20:56:03.223590] [INFO ] [main      ] GCBC: Lookback Days: 7, Magnitude: 0.95% | Symbol ETA: 2.5s | Global ETA: N/A
[2025-12-04T20:56:03.223706] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 8
[2025-12-04T20:56:03.224551] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-04T20:56:03.224651] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:03.226249] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:56:03.226725] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:56:03.227599] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:56:03.228627] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:56:03.230218] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:56:03.231240] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:56:03.231897] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:56:03.232930] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-04T20:56:03.234801] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-04T20:56:03.240447] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:03.567346] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-21
[2025-12-04T20:56:03.734404] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-24
[2025-12-04T20:56:03.819836] [INFO ] [main      ] GCBC: Lookback Days: 8, Magnitude: 1.76% | Symbol ETA: 1.9s | Global ETA: N/A
[2025-12-04T20:56:03.819952] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 9
[2025-12-04T20:56:03.820806] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-04T20:56:03.820869] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:03.822475] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:56:03.822980] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:56:03.823860] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:56:03.824892] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:56:03.826501] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:56:03.827551] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:56:03.828223] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:56:03.829298] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-04T20:56:03.831219] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-04T20:56:03.836937] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:04.187736] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-20
[2025-12-04T20:56:04.358364] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-21
[2025-12-04T20:56:04.447123] [INFO ] [main      ] GCBC: Lookback Days: 9, Magnitude: 0.36% | Symbol ETA: 1.2s | Global ETA: N/A
[2025-12-04T20:56:04.447244] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 10
[2025-12-04T20:56:04.448157] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-04T20:56:04.448247] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:04.449929] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:56:04.450435] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:56:04.451343] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:56:04.452360] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:56:04.454024] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:56:04.455062] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:56:04.455837] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:56:04.456928] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-04T20:56:04.458935] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-04T20:56:04.464788] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:04.800281] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-19
[2025-12-04T20:56:04.967388] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-20
[2025-12-04T20:56:05.054626] [INFO ] [main      ] GCBC: Lookback Days: 10, Magnitude: 1.21% | Symbol ETA: 0.6s | Global ETA: N/A
[2025-12-04T20:56:05.054745] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 11
[2025-12-04T20:56:05.055641] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-04T20:56:05.055706] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:05.057394] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:56:05.057929] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:56:05.058860] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:56:05.059922] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:56:05.061545] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:56:05.062611] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:56:05.063293] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:56:05.064355] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-04T20:56:05.066341] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-04T20:56:05.072147] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:05.405811] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-11-18
[2025-12-04T20:56:05.575202] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-11-19
[2025-12-04T20:56:05.661730] [INFO ] [main      ] GCBC: Lookback Days: 11, Magnitude: 4.04% | Symbol ETA: 0.0s | Global ETA: N/A
[2025-12-04T20:56:05.831944] [DEBUG] [METRICS   ] GCBC: 2025-12-03:2025-12-04: Predicted: -2.29%, Actual: 1.69%
[2025-12-04T20:56:05.997353] [DEBUG] [METRICS   ] GCBC: 2025-12-02:2025-12-03: Predicted: 2.37%, Actual: 0.20%
[2025-12-04T20:56:06.161992] [DEBUG] [METRICS   ] GCBC: 2025-12-01:2025-12-02: Predicted: 1.27%, Actual: 1.12%
[2025-12-04T20:56:06.344193] [DEBUG] [METRICS   ] GCBC: 2025-11-28:2025-12-01: Predicted: -2.07%, Actual: 1.13%
[2025-12-04T20:56:06.521515] [DEBUG] [METRICS   ] GCBC: 2025-11-26:2025-11-28: Predicted: 0.62%, Actual: 0.79%
[2025-12-04T20:56:06.697757] [DEBUG] [METRICS   ] GCBC: 2025-11-25:2025-11-26: Predicted: 0.95%, Actual: 1.31%
[2025-12-04T20:56:06.861473] [DEBUG] [METRICS   ] GCBC: 2025-11-24:2025-11-25: Predicted: 1.76%, Actual: 0.46%
[2025-12-04T20:56:07.028012] [DEBUG] [METRICS   ] GCBC: 2025-11-21:2025-11-24: Predicted: 0.36%, Actual: 1.58%
[2025-12-04T20:56:07.192985] [DEBUG] [METRICS   ] GCBC: 2025-11-20:2025-11-21: Predicted: 1.21%, Actual: 0.34%
[2025-12-04T20:56:07.359670] [DEBUG] [METRICS   ] GCBC: 2025-11-19:2025-11-20: Predicted: 4.04%, Actual: 0.36%
[2025-12-04T20:56:07.359898] [INFO ] [main      ] GCBC: Magnitude Forecast Confidence: 42.8434%
[2025-12-04T20:56:07.359987] [INFO ] [main      ] GCBC: DISCARDED add_vwap_deviations (score: 42.84%)
[2025-12-04T20:56:07.360033] [INFO ] [main      ] GCBC: ===== FEATURE SELECTION COMPLETE =====
[2025-12-04T20:56:07.360063] [INFO ] [main      ] GCBC: Best accuracy: 58.00%
[2025-12-04T20:56:07.360096] [INFO ] [main      ] GCBC: Best feature set (9 features): ['add_true_range', 'add_atr_10', 'add_composite_volatility_context', 'add_regime_flags', 'add_volume_pressure_into_close', 'add_preclose_acceleration_mag', 'add_return_volume_nonlinearity_proxies', 'add_vol_of_vol', 'add_volatility_state_percentiles']
[2025-12-04T20:56:07.360126] [INFO ] [main      ] GCBC: Improvement over baseline: 16.81%
[2025-12-04T20:56:07.360152] [INFO ] [main      ] GCBC: Total time: 6.8 minutes
[2025-12-04T20:56:07.360178] [INFO ] [main      ] GCBC: Average time per feature: 8.0 seconds
[2025-12-04T20:56:07.360204] [INFO ] [main      ] GCBC: Average speed: 0.13 features/sec
[2025-12-04T20:56:07.523337] [DEBUG] [METRICS   ] GCBC: 2025-12-03:2025-12-04: Predicted: -2.97%, Actual: 1.69%
[2025-12-04T20:56:07.688430] [DEBUG] [METRICS   ] GCBC: 2025-12-02:2025-12-03: Predicted: 4.82%, Actual: 0.20%
[2025-12-04T20:56:07.856263] [DEBUG] [METRICS   ] GCBC: 2025-12-01:2025-12-02: Predicted: -0.87%, Actual: 1.12%
[2025-12-04T20:56:08.025350] [DEBUG] [METRICS   ] GCBC: 2025-11-28:2025-12-01: Predicted: -1.49%, Actual: 1.13%
[2025-12-04T20:56:08.207431] [DEBUG] [METRICS   ] GCBC: 2025-11-26:2025-11-28: Predicted: -1.19%, Actual: 0.79%
[2025-12-04T20:56:08.387179] [DEBUG] [METRICS   ] GCBC: 2025-11-25:2025-11-26: Predicted: 1.25%, Actual: 1.31%
[2025-12-04T20:56:08.582478] [DEBUG] [METRICS   ] GCBC: 2025-11-24:2025-11-25: Predicted: 1.95%, Actual: 0.46%
[2025-12-04T20:56:08.774783] [DEBUG] [METRICS   ] GCBC: 2025-11-21:2025-11-24: Predicted: -1.89%, Actual: 1.58%
[2025-12-04T20:56:08.939514] [DEBUG] [METRICS   ] GCBC: 2025-11-20:2025-11-21: Predicted: -0.66%, Actual: 0.34%
[2025-12-04T20:56:09.104063] [DEBUG] [METRICS   ] GCBC: 2025-11-19:2025-11-20: Predicted: 0.35%, Actual: 0.36%
[2025-12-04T20:56:09.104661] [INFO ] [LOCAL     ] Saved configuration for GCBC: 9 features, 58.00% accuracy -> ./output/feature-sets/GCBC.json
[2025-12-04T20:56:09.107716] [INFO ] [main      ] Progress: 1/1 symbols completed (100.0%). GCBC finished in 6m 56s. ETA: 0.0s. Rate: 0.14 symbols/min
[2025-12-04T20:56:09.141840] [INFO ] [main      ] Parallel configuration completed in 6m 57s. Processed 1 symbols.
[2025-12-04T20:56:09.142051] [INFO ] [main      ] Configuration success rate: 100.0% (1/1 symbols)
[2025-12-04T20:56:09.636503] [DEBUG] [EMAIL     ] Email sent to 'chris.punches@silogroup.org' with subject: 'COMPLETE_OK: MAG Forecast Configuration Completed (1/1 @ 100.00%)'
[2025-12-04T20:56:09.646757] [INFO ] [MODE      ] Using multithreaded
[2025-12-04T20:56:09.646896] [INFO ] [main      ] Fetching signal forecasts...
[2025-12-04T20:56:09.646967] [DEBUG] [REMOTE    ] Fetching available forecast dates from 'https://sig.silogroup.org/forecasts/full'.
[2025-12-04T20:56:09.684396] [DEBUG] [REMOTE    ] Found 38 available forecast dates.
[2025-12-04T20:56:09.684642] [INFO ] [main      ] Found available forecast date (2025-12-05).
[2025-12-04T20:56:09.684714] [DEBUG] [REMOTE    ] Fetching signal forecasts from 'https://sig.silogroup.org/forecasts/full/2025-12-05.txt'.
[2025-12-04T20:56:09.691491] [DEBUG] [REMOTE    ] Fetched 3547 signal forecasts for 2025-12-05.
[2025-12-04T20:56:09.691692] [INFO ] [main      ] Fetched 3547 forecasts.
[2025-12-04T20:56:09.692041] [INFO ] [main      ] Found 970 high-confidence bullish forecasts (>= 80.0%).
[2025-12-04T20:56:09.692112] [INFO ] [main      ] Starting parallel forecast generation with 4 worker processes for 970 symbols
[2025-12-04T20:56:09.715364] [INFO ] [main      ] Fetching symbol history for DGRE...
[2025-12-04T20:56:09.715421] [INFO ] [main      ] Fetching symbol history for PCN...
[2025-12-04T20:56:09.715688] [DEBUG] [REMOTE    ] DGRE: Fetching historical data.
[2025-12-04T20:56:09.715696] [DEBUG] [REMOTE    ] PCN: Fetching historical data.
[2025-12-04T20:56:09.717864] [INFO ] [main      ] Fetching symbol history for GPRE...
[2025-12-04T20:56:09.717868] [INFO ] [main      ] Fetching symbol history for CNK...
[2025-12-04T20:56:09.718126] [DEBUG] [REMOTE    ] CNK: Fetching historical data.
[2025-12-04T20:56:09.718131] [DEBUG] [REMOTE    ] GPRE: Fetching historical data.
[2025-12-04T20:56:09.738765] [DEBUG] [REMOTE    ] DGRE: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:09.740119] [DEBUG] [LOCAL     ] Loaded configuration for DGRE: 2 features, N/A% accuracy
[2025-12-04T20:56:09.740189] [INFO ] [LOCAL     ] DGRE: Loaded 2 optimal features with 51.96% confidence from JSON config
[2025-12-04T20:56:09.740228] [DEBUG] [MAG       ] Building data for symbol: DGRE with lookback: 0
[2025-12-04T20:56:09.742323] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:56:09.742431] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:09.745479] [DEBUG] [REMOTE    ] PCN: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:09.746018] [DEBUG] [REMOTE    ] GPRE: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:09.746390] [DEBUG] [REMOTE    ] CNK: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:09.746539] [DEBUG] [LOCAL     ] Loaded configuration for PCN: 4 features, N/A% accuracy
[2025-12-04T20:56:09.746638] [INFO ] [LOCAL     ] PCN: Loaded 4 optimal features with 56.27% confidence from JSON config
[2025-12-04T20:56:09.746672] [DEBUG] [LOCAL     ] Loaded configuration for GPRE: 4 features, N/A% accuracy
[2025-12-04T20:56:09.746693] [DEBUG] [MAG       ] Building data for symbol: PCN with lookback: 0
[2025-12-04T20:56:09.746728] [INFO ] [LOCAL     ] GPRE: Loaded 4 optimal features with 72.81% confidence from JSON config
[2025-12-04T20:56:09.746780] [DEBUG] [MAG       ] Building data for symbol: GPRE with lookback: 0
[2025-12-04T20:56:09.747069] [DEBUG] [LOCAL     ] Loaded configuration for CNK: 6 features, N/A% accuracy
[2025-12-04T20:56:09.747130] [INFO ] [LOCAL     ] CNK: Loaded 6 optimal features with 53.39% confidence from JSON config
[2025-12-04T20:56:09.747167] [DEBUG] [MAG       ] Building data for symbol: CNK with lookback: 0
[2025-12-04T20:56:09.748492] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:56:09.748495] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:56:09.748607] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:09.748607] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:09.748776] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:56:09.748859] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:09.749426] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:56:09.751258] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:56:09.752103] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:56:09.752597] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:09.752640] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:09.753101] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-04T20:56:09.754751] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-04T20:56:09.754837] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:09.757132] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:56:09.757894] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:56:09.758336] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-04T20:56:09.758797] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:09.761535] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-04T20:56:09.762237] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:09.804077] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-04T20:56:09.805893] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:10.096506] [DEBUG] [MAG       ] DGRE: Last date is validated at 2025-12-04
[2025-12-04T20:56:10.110410] [DEBUG] [MAG       ] PCN: Last date is validated at 2025-12-04
[2025-12-04T20:56:10.116826] [DEBUG] [MAG       ] GPRE: Last date is validated at 2025-12-04
[2025-12-04T20:56:10.167827] [DEBUG] [MAG       ] CNK: Last date is validated at 2025-12-04
[2025-12-04T20:56:10.265197] [DEBUG] [MAG       ] DGRE: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:10.279110] [DEBUG] [MAG       ] PCN: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:10.289261] [DEBUG] [MAG       ] GPRE: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:10.338926] [INFO ] [LOCAL     ] DGRE: Saved forecast.
[2025-12-04T20:56:10.339002] [INFO ] [main      ] DGRE: Signal=1 (Conf=100.0%), Magnitude=0.87% (Conf=51.9643%)
[2025-12-04T20:56:10.339530] [INFO ] [main      ] Fetching symbol history for STEM...
[2025-12-04T20:56:10.339600] [DEBUG] [REMOTE    ] STEM: Fetching historical data.
[2025-12-04T20:56:10.339643] [INFO ] [main      ] Progress: 1/970 forecasts completed (0.1%). DGRE finished in 0.6s. ETA: 10m 27s. Rate: 92.67 forecasts/min
[2025-12-04T20:56:10.342146] [DEBUG] [MAG       ] CNK: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:10.349618] [INFO ] [LOCAL     ] PCN: Saved forecast.
[2025-12-04T20:56:10.349703] [INFO ] [main      ] PCN: Signal=1 (Conf=100.0%), Magnitude=0.68% (Conf=56.2675%)
[2025-12-04T20:56:10.349993] [INFO ] [main      ] Fetching symbol history for JKHY...
[2025-12-04T20:56:10.350054] [DEBUG] [REMOTE    ] JKHY: Fetching historical data.
[2025-12-04T20:56:10.350139] [DEBUG] [REMOTE    ] STEM: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:10.350817] [INFO ] [main      ] Progress: 2/970 forecasts completed (0.2%). PCN finished in 0.6s. ETA: 5m 19s. Rate: 182.19 forecasts/min
[2025-12-04T20:56:10.351110] [DEBUG] [LOCAL     ] Loaded configuration for STEM: 5 features, N/A% accuracy
[2025-12-04T20:56:10.351158] [INFO ] [LOCAL     ] STEM: Loaded 5 optimal features with 59.84% confidence from JSON config
[2025-12-04T20:56:10.351189] [DEBUG] [MAG       ] Building data for symbol: STEM with lookback: 0
[2025-12-04T20:56:10.351970] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:56:10.352046] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:10.356780] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:56:10.357607] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:56:10.358688] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:56:10.360362] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-04T20:56:10.361065] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:10.361915] [DEBUG] [REMOTE    ] JKHY: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:10.362680] [DEBUG] [LOCAL     ] Loaded configuration for JKHY: 9 features, N/A% accuracy
[2025-12-04T20:56:10.362744] [INFO ] [LOCAL     ] JKHY: Loaded 9 optimal features with 53.57% confidence from JSON config
[2025-12-04T20:56:10.362791] [DEBUG] [MAG       ] Building data for symbol: JKHY with lookback: 0
[2025-12-04T20:56:10.363631] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-04T20:56:10.363695] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:10.365411] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:56:10.366068] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:10.366534] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-04T20:56:10.369714] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-04T20:56:10.370468] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:56:10.370963] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:56:10.372285] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-04T20:56:10.374545] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-04T20:56:10.378549] [INFO ] [LOCAL     ] GPRE: Saved forecast.
[2025-12-04T20:56:10.378648] [INFO ] [main      ] GPRE: Signal=1 (Conf=100.0%), Magnitude=3.16% (Conf=72.8115%)
[2025-12-04T20:56:10.378929] [INFO ] [main      ] Fetching symbol history for TS...
[2025-12-04T20:56:10.378980] [DEBUG] [REMOTE    ] TS: Fetching historical data.
[2025-12-04T20:56:10.380637] [INFO ] [main      ] Progress: 3/970 forecasts completed (0.3%). GPRE finished in 0.7s. ETA: 3m 42s. Rate: 261.45 forecasts/min
[2025-12-04T20:56:10.380768] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:10.389982] [DEBUG] [REMOTE    ] TS: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:10.390762] [DEBUG] [LOCAL     ] Loaded configuration for TS: 1 features, N/A% accuracy
[2025-12-04T20:56:10.390812] [INFO ] [LOCAL     ] TS: Loaded 1 optimal features with 63.90% confidence from JSON config
[2025-12-04T20:56:10.390843] [DEBUG] [MAG       ] Building data for symbol: TS with lookback: 0
[2025-12-04T20:56:10.391642] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-04T20:56:10.391708] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:10.396392] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:10.438765] [INFO ] [LOCAL     ] CNK: Saved forecast.
[2025-12-04T20:56:10.438866] [INFO ] [main      ] CNK: Signal=1 (Conf=100.0%), Magnitude=-0.34% (Conf=53.3928%)
[2025-12-04T20:56:10.439439] [INFO ] [main      ] Fetching symbol history for SOJC...
[2025-12-04T20:56:10.439495] [DEBUG] [REMOTE    ] SOJC: Fetching historical data.
[2025-12-04T20:56:10.439679] [INFO ] [main      ] Progress: 4/970 forecasts completed (0.4%). CNK finished in 0.7s. ETA: 3m 1s. Rate: 321.07 forecasts/min
[2025-12-04T20:56:10.452045] [DEBUG] [REMOTE    ] SOJC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:10.453037] [DEBUG] [LOCAL     ] Loaded configuration for SOJC: 4 features, N/A% accuracy
[2025-12-04T20:56:10.453092] [INFO ] [LOCAL     ] SOJC: Loaded 4 optimal features with 51.36% confidence from JSON config
[2025-12-04T20:56:10.453152] [DEBUG] [MAG       ] Building data for symbol: SOJC with lookback: 0
[2025-12-04T20:56:10.454384] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:56:10.454444] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:10.459839] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:10.461855] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:56:10.462398] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:56:10.502851] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:10.697052] [DEBUG] [MAG       ] STEM: Last date is validated at 2025-12-04
[2025-12-04T20:56:10.731728] [DEBUG] [MAG       ] TS: Last date is validated at 2025-12-04
[2025-12-04T20:56:10.736723] [DEBUG] [MAG       ] JKHY: Last date is validated at 2025-12-04
[2025-12-04T20:56:10.854149] [DEBUG] [MAG       ] SOJC: Last date is validated at 2025-12-04
[2025-12-04T20:56:10.861497] [DEBUG] [MAG       ] STEM: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:10.901882] [DEBUG] [MAG       ] JKHY: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:10.916283] [DEBUG] [MAG       ] TS: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:10.962005] [INFO ] [LOCAL     ] STEM: Saved forecast.
[2025-12-04T20:56:10.962072] [INFO ] [main      ] STEM: Signal=1 (Conf=100.0%), Magnitude=9.40% (Conf=59.8362%)
[2025-12-04T20:56:10.962462] [INFO ] [main      ] Progress: 5/970 forecasts completed (0.5%). STEM finished in 0.6s. ETA: 4m 5s. Rate: 236.16 forecasts/min
[2025-12-04T20:56:10.962600] [INFO ] [main      ] Fetching symbol history for PVL...
[2025-12-04T20:56:10.962645] [DEBUG] [REMOTE    ] PVL: Fetching historical data.
[2025-12-04T20:56:10.974003] [DEBUG] [REMOTE    ] PVL: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:10.975083] [DEBUG] [LOCAL     ] Loaded configuration for PVL: 7 features, N/A% accuracy
[2025-12-04T20:56:10.975134] [INFO ] [LOCAL     ] PVL: Loaded 7 optimal features with 40.39% confidence from JSON config
[2025-12-04T20:56:10.975165] [DEBUG] [MAG       ] Building data for symbol: PVL with lookback: 0
[2025-12-04T20:56:10.975972] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-04T20:56:10.976032] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:10.980779] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-04T20:56:10.982022] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:10.983856] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:56:10.984473] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:56:10.985848] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-04T20:56:10.987849] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-04T20:56:10.990666] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:10.998667] [INFO ] [LOCAL     ] TS: Saved forecast.
[2025-12-04T20:56:10.998759] [INFO ] [main      ] TS: Signal=1 (Conf=100.0%), Magnitude=-1.09% (Conf=63.9039%)
[2025-12-04T20:56:10.999128] [INFO ] [main      ] Fetching symbol history for OVID...
[2025-12-04T20:56:10.999179] [DEBUG] [REMOTE    ] OVID: Fetching historical data.
[2025-12-04T20:56:10.999660] [INFO ] [main      ] Progress: 6/970 forecasts completed (0.6%). TS finished in 0.6s. ETA: 3m 30s. Rate: 275.34 forecasts/min
[2025-12-04T20:56:11.010283] [DEBUG] [REMOTE    ] OVID: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:11.011478] [DEBUG] [LOCAL     ] Loaded configuration for OVID: 3 features, N/A% accuracy
[2025-12-04T20:56:11.011535] [INFO ] [LOCAL     ] OVID: Loaded 3 optimal features with 53.70% confidence from JSON config
[2025-12-04T20:56:11.011568] [DEBUG] [MAG       ] Building data for symbol: OVID with lookback: 0
[2025-12-04T20:56:11.012489] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:56:11.012548] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:11.017744] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-04T20:56:11.019224] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:11.021193] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:11.023440] [INFO ] [LOCAL     ] JKHY: Saved forecast.
[2025-12-04T20:56:11.023510] [INFO ] [main      ] JKHY: Signal=1 (Conf=100.0%), Magnitude=2.08% (Conf=53.5721%)
[2025-12-04T20:56:11.023702] [INFO ] [main      ] Fetching symbol history for DSX...
[2025-12-04T20:56:11.023765] [DEBUG] [REMOTE    ] DSX: Fetching historical data.
[2025-12-04T20:56:11.026356] [INFO ] [main      ] Progress: 7/970 forecasts completed (0.7%). JKHY finished in 0.7s. ETA: 3m 4s. Rate: 314.80 forecasts/min
[2025-12-04T20:56:11.027976] [DEBUG] [MAG       ] SOJC: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:11.035058] [DEBUG] [REMOTE    ] DSX: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:11.035925] [DEBUG] [LOCAL     ] Loaded configuration for DSX: 4 features, N/A% accuracy
[2025-12-04T20:56:11.035978] [INFO ] [LOCAL     ] DSX: Loaded 4 optimal features with 25.65% confidence from JSON config
[2025-12-04T20:56:11.036026] [DEBUG] [MAG       ] Building data for symbol: DSX with lookback: 0
[2025-12-04T20:56:11.036849] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:56:11.036907] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:11.038671] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:56:11.039168] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:11.039593] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:56:11.040471] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:11.091726] [INFO ] [LOCAL     ] SOJC: Saved forecast.
[2025-12-04T20:56:11.091820] [INFO ] [main      ] SOJC: Signal=1 (Conf=100.0%), Magnitude=-0.21% (Conf=51.3622%)
[2025-12-04T20:56:11.092308] [INFO ] [main      ] Fetching symbol history for VALE...
[2025-12-04T20:56:11.092362] [DEBUG] [REMOTE    ] VALE: Fetching historical data.
[2025-12-04T20:56:11.092686] [INFO ] [main      ] Progress: 8/970 forecasts completed (0.8%). SOJC finished in 0.7s. ETA: 2m 48s. Rate: 342.73 forecasts/min
[2025-12-04T20:56:11.105589] [DEBUG] [REMOTE    ] VALE: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:11.106926] [DEBUG] [LOCAL     ] Loaded configuration for VALE: 5 features, N/A% accuracy
[2025-12-04T20:56:11.106984] [INFO ] [LOCAL     ] VALE: Loaded 5 optimal features with 53.62% confidence from JSON config
[2025-12-04T20:56:11.107019] [DEBUG] [MAG       ] Building data for symbol: VALE with lookback: 0
[2025-12-04T20:56:11.108025] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:56:11.108090] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:11.113316] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:11.115187] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:56:11.115719] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:11.116130] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:56:11.116917] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:11.343541] [DEBUG] [MAG       ] PVL: Last date is validated at 2025-12-04
[2025-12-04T20:56:11.366077] [DEBUG] [MAG       ] OVID: Last date is validated at 2025-12-04
[2025-12-04T20:56:11.386050] [DEBUG] [MAG       ] DSX: Last date is validated at 2025-12-04
[2025-12-04T20:56:11.465813] [DEBUG] [MAG       ] VALE: Last date is validated at 2025-12-04
[2025-12-04T20:56:11.510840] [DEBUG] [MAG       ] PVL: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:11.528917] [DEBUG] [MAG       ] OVID: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:11.554367] [DEBUG] [MAG       ] DSX: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:11.607159] [INFO ] [LOCAL     ] DSX: Saved forecast.
[2025-12-04T20:56:11.607226] [INFO ] [main      ] DSX: Signal=1 (Conf=100.0%), Magnitude=0.00% (Conf=25.6488%)
[2025-12-04T20:56:11.607612] [INFO ] [main      ] Fetching symbol history for BBLG...
[2025-12-04T20:56:11.607663] [DEBUG] [REMOTE    ] BBLG: Fetching historical data.
[2025-12-04T20:56:11.607914] [INFO ] [main      ] Progress: 9/970 forecasts completed (0.9%). DSX finished in 0.6s. ETA: 3m 25s. Rate: 281.88 forecasts/min
[2025-12-04T20:56:11.618814] [DEBUG] [REMOTE    ] BBLG: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:11.619671] [DEBUG] [LOCAL     ] Loaded configuration for BBLG: 6 features, N/A% accuracy
[2025-12-04T20:56:11.619721] [INFO ] [LOCAL     ] BBLG: Loaded 6 optimal features with 55.63% confidence from JSON config
[2025-12-04T20:56:11.619752] [DEBUG] [MAG       ] Building data for symbol: BBLG with lookback: 0
[2025-12-04T20:56:11.620511] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:56:11.620569] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:11.623704] [INFO ] [LOCAL     ] PVL: Saved forecast.
[2025-12-04T20:56:11.623769] [INFO ] [main      ] PVL: Signal=1 (Conf=100.0%), Magnitude=0.39% (Conf=40.3916%)
[2025-12-04T20:56:11.624143] [INFO ] [main      ] Fetching symbol history for PFIS...
[2025-12-04T20:56:11.624193] [DEBUG] [REMOTE    ] PFIS: Fetching historical data.
[2025-12-04T20:56:11.625033] [INFO ] [main      ] Progress: 10/970 forecasts completed (1.0%). PVL finished in 0.7s. ETA: 3m 6s. Rate: 310.42 forecasts/min
[2025-12-04T20:56:11.625280] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:11.627048] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:56:11.627509] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:11.627900] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:56:11.634548] [DEBUG] [REMOTE    ] PFIS: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:11.635543] [DEBUG] [LOCAL     ] Loaded configuration for PFIS: 7 features, N/A% accuracy
[2025-12-04T20:56:11.635616] [INFO ] [LOCAL     ] PFIS: Loaded 7 optimal features with 62.79% confidence from JSON config
[2025-12-04T20:56:11.635661] [DEBUG] [MAG       ] Building data for symbol: PFIS with lookback: 0
[2025-12-04T20:56:11.636611] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-04T20:56:11.636672] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:11.638628] [INFO ] [LOCAL     ] OVID: Saved forecast.
[2025-12-04T20:56:11.638695] [INFO ] [main      ] OVID: Signal=1 (Conf=100.0%), Magnitude=-1.17% (Conf=53.6964%)
[2025-12-04T20:56:11.639104] [INFO ] [main      ] Fetching symbol history for RAIL...
[2025-12-04T20:56:11.639155] [DEBUG] [REMOTE    ] RAIL: Fetching historical data.
[2025-12-04T20:56:11.639653] [INFO ] [main      ] Progress: 11/970 forecasts completed (1.1%). OVID finished in 0.6s. ETA: 2m 50s. Rate: 338.90 forecasts/min
[2025-12-04T20:56:11.641638] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:11.643384] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:56:11.643887] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:11.644324] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:56:11.644810] [DEBUG] [MAG       ] VALE: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:11.646677] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-04T20:56:11.647708] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-04T20:56:11.649265] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:11.649751] [DEBUG] [REMOTE    ] RAIL: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:11.650450] [DEBUG] [LOCAL     ] Loaded configuration for RAIL: 1 features, N/A% accuracy
[2025-12-04T20:56:11.650505] [INFO ] [LOCAL     ] RAIL: Loaded 1 optimal features with 49.20% confidence from JSON config
[2025-12-04T20:56:11.650536] [DEBUG] [MAG       ] Building data for symbol: RAIL with lookback: 0
[2025-12-04T20:56:11.651334] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-04T20:56:11.651395] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-04T20:56:11.655620] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:11.714347] [INFO ] [LOCAL     ] VALE: Saved forecast.
[2025-12-04T20:56:11.714442] [INFO ] [main      ] VALE: Signal=1 (Conf=100.0%), Magnitude=0.69% (Conf=53.6249%)
[2025-12-04T20:56:11.714947] [INFO ] [main      ] Fetching symbol history for IEF...
[2025-12-04T20:56:11.715000] [DEBUG] [REMOTE    ] IEF: Fetching historical data.
[2025-12-04T20:56:11.715687] [INFO ] [main      ] Progress: 12/970 forecasts completed (1.2%). VALE finished in 0.6s. ETA: 2m 42s. Rate: 355.82 forecasts/min
[2025-12-04T20:56:11.727849] [DEBUG] [REMOTE    ] IEF: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:11.729582] [DEBUG] [LOCAL     ] Loaded configuration for IEF: 8 features, N/A% accuracy
[2025-12-04T20:56:11.729646] [INFO ] [LOCAL     ] IEF: Loaded 8 optimal features with 48.79% confidence from JSON config
[2025-12-04T20:56:11.729679] [DEBUG] [MAG       ] Building data for symbol: IEF with lookback: 0
[2025-12-04T20:56:11.730604] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-04T20:56:11.730665] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:11.735495] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:11.736312] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-04T20:56:11.737389] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:56:11.737912] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:11.738324] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:56:11.739071] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:11.739311] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:56:11.739785] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:56:11.741143] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-04T20:56:11.743171] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:11.983604] [DEBUG] [MAG       ] PFIS: Last date is validated at 2025-12-04
[2025-12-04T20:56:11.995824] [DEBUG] [MAG       ] RAIL: Last date is validated at 2025-12-04
[2025-12-04T20:56:12.071319] [DEBUG] [MAG       ] BBLG: Last date is validated at 2025-12-04
[2025-12-04T20:56:12.091053] [DEBUG] [MAG       ] IEF: Last date is validated at 2025-12-04
[2025-12-04T20:56:12.151053] [DEBUG] [MAG       ] PFIS: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:12.169943] [DEBUG] [MAG       ] RAIL: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:12.237956] [INFO ] [LOCAL     ] PFIS: Saved forecast.
[2025-12-04T20:56:12.238021] [INFO ] [main      ] PFIS: Signal=1 (Conf=100.0%), Magnitude=-1.48% (Conf=62.7871%)
[2025-12-04T20:56:12.238389] [INFO ] [main      ] Progress: 13/970 forecasts completed (1.3%). PFIS finished in 0.6s. ETA: 3m 7s. Rate: 306.34 forecasts/min
[2025-12-04T20:56:12.238511] [INFO ] [main      ] Fetching symbol history for SO...
[2025-12-04T20:56:12.238553] [DEBUG] [REMOTE    ] SO: Fetching historical data.
[2025-12-04T20:56:12.243912] [INFO ] [LOCAL     ] RAIL: Saved forecast.
[2025-12-04T20:56:12.243980] [INFO ] [main      ] RAIL: Signal=1 (Conf=100.0%), Magnitude=2.23% (Conf=49.2043%)
[2025-12-04T20:56:12.244269] [INFO ] [main      ] Fetching symbol history for NIC...
[2025-12-04T20:56:12.244320] [DEBUG] [REMOTE    ] NIC: Fetching historical data.
[2025-12-04T20:56:12.245255] [INFO ] [main      ] Progress: 14/970 forecasts completed (1.4%). RAIL finished in 0.6s. ETA: 2m 54s. Rate: 329.01 forecasts/min
[2025-12-04T20:56:12.248745] [DEBUG] [REMOTE    ] SO: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:12.250300] [DEBUG] [LOCAL     ] Loaded configuration for SO: 2 features, N/A% accuracy
[2025-12-04T20:56:12.250356] [INFO ] [LOCAL     ] SO: Loaded 2 optimal features with 46.66% confidence from JSON config
[2025-12-04T20:56:12.250398] [DEBUG] [MAG       ] Building data for symbol: SO with lookback: 0
[2025-12-04T20:56:12.251193] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:56:12.251249] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:56:12.251299] [DEBUG] [MAG       ] BBLG: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:12.252881] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-04T20:56:12.253657] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:12.257491] [DEBUG] [REMOTE    ] NIC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:12.258544] [DEBUG] [LOCAL     ] Loaded configuration for NIC: 5 features, N/A% accuracy
[2025-12-04T20:56:12.258627] [INFO ] [LOCAL     ] NIC: Loaded 5 optimal features with 49.74% confidence from JSON config
[2025-12-04T20:56:12.258662] [DEBUG] [MAG       ] Building data for symbol: NIC with lookback: 0
[2025-12-04T20:56:12.259441] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:56:12.259501] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:12.261288] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:56:12.261940] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:12.262394] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-04T20:56:12.265145] [DEBUG] [MAG       ] IEF: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:12.313092] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-04T20:56:12.316621] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:12.334460] [INFO ] [LOCAL     ] BBLG: Saved forecast.
[2025-12-04T20:56:12.334543] [INFO ] [main      ] BBLG: Signal=1 (Conf=100.0%), Magnitude=11.47% (Conf=55.629%)
[2025-12-04T20:56:12.335025] [INFO ] [main      ] Fetching symbol history for KBWB...
[2025-12-04T20:56:12.335078] [DEBUG] [REMOTE    ] KBWB: Fetching historical data.
[2025-12-04T20:56:12.335700] [INFO ] [main      ] Progress: 15/970 forecasts completed (1.5%). BBLG finished in 0.7s. ETA: 2m 48s. Rate: 340.45 forecasts/min
[2025-12-04T20:56:12.343141] [INFO ] [LOCAL     ] IEF: Saved forecast.
[2025-12-04T20:56:12.343228] [INFO ] [main      ] IEF: Signal=1 (Conf=100.0%), Magnitude=-0.32% (Conf=48.7917%)
[2025-12-04T20:56:12.343878] [INFO ] [main      ] Fetching symbol history for MNRO...
[2025-12-04T20:56:12.343942] [DEBUG] [REMOTE    ] MNRO: Fetching historical data.
[2025-12-04T20:56:12.344740] [INFO ] [main      ] Progress: 16/970 forecasts completed (1.6%). IEF finished in 0.6s. ETA: 2m 38s. Rate: 361.91 forecasts/min
[2025-12-04T20:56:12.350715] [DEBUG] [REMOTE    ] KBWB: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:12.352189] [DEBUG] [LOCAL     ] Loaded configuration for KBWB: 4 features, N/A% accuracy
[2025-12-04T20:56:12.352248] [INFO ] [LOCAL     ] KBWB: Loaded 4 optimal features with 52.08% confidence from JSON config
[2025-12-04T20:56:12.352279] [DEBUG] [MAG       ] Building data for symbol: KBWB with lookback: 0
[2025-12-04T20:56:12.353380] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:56:12.353472] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:56:12.355717] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-04T20:56:12.358945] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-04T20:56:12.360439] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-04T20:56:12.361179] [DEBUG] [REMOTE    ] MNRO: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:12.362379] [DEBUG] [LOCAL     ] Loaded configuration for MNRO: 3 features, N/A% accuracy
[2025-12-04T20:56:12.362435] [INFO ] [LOCAL     ] MNRO: Loaded 3 optimal features with 59.19% confidence from JSON config
[2025-12-04T20:56:12.362474] [DEBUG] [MAG       ] Building data for symbol: MNRO with lookback: 0
[2025-12-04T20:56:12.364230] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:12.363415] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:56:12.367075] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:12.369076] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:56:12.369667] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:12.370072] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:12.598133] [DEBUG] [MAG       ] SO: Last date is validated at 2025-12-04
[2025-12-04T20:56:12.672101] [DEBUG] [MAG       ] NIC: Last date is validated at 2025-12-04
[2025-12-04T20:56:12.710362] [DEBUG] [MAG       ] KBWB: Last date is validated at 2025-12-04
[2025-12-04T20:56:12.725058] [DEBUG] [MAG       ] MNRO: Last date is validated at 2025-12-04
[2025-12-04T20:56:12.770520] [DEBUG] [MAG       ] SO: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:12.841361] [DEBUG] [MAG       ] NIC: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:12.854290] [INFO ] [LOCAL     ] SO: Saved forecast.
[2025-12-04T20:56:12.854363] [INFO ] [main      ] SO: Signal=1 (Conf=100.0%), Magnitude=-1.11% (Conf=46.663%)
[2025-12-04T20:56:12.854750] [INFO ] [main      ] Fetching symbol history for AEMD...
[2025-12-04T20:56:12.854800] [DEBUG] [REMOTE    ] AEMD: Fetching historical data.
[2025-12-04T20:56:12.855672] [INFO ] [main      ] Progress: 17/970 forecasts completed (1.8%). SO finished in 0.6s. ETA: 2m 57s. Rate: 322.43 forecasts/min
[2025-12-04T20:56:12.865631] [DEBUG] [REMOTE    ] AEMD: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:12.866608] [DEBUG] [LOCAL     ] Loaded configuration for AEMD: 3 features, N/A% accuracy
[2025-12-04T20:56:12.866662] [INFO ] [LOCAL     ] AEMD: Loaded 3 optimal features with 55.37% confidence from JSON config
[2025-12-04T20:56:12.866693] [DEBUG] [MAG       ] Building data for symbol: AEMD with lookback: 0
[2025-12-04T20:56:12.867513] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:56:12.867588] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:56:12.884936] [DEBUG] [MAG       ] KBWB: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:12.902941] [DEBUG] [MAG       ] MNRO: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:12.958882] [INFO ] [LOCAL     ] NIC: Saved forecast.
[2025-12-04T20:56:12.958961] [INFO ] [main      ] NIC: Signal=1 (Conf=100.0%), Magnitude=1.29% (Conf=49.7359%)
[2025-12-04T20:56:12.959126] [INFO ] [main      ] Fetching symbol history for BSMS...
[2025-12-04T20:56:12.959171] [DEBUG] [REMOTE    ] BSMS: Fetching historical data.
[2025-12-04T20:56:12.959862] [INFO ] [main      ] Progress: 18/970 forecasts completed (1.9%). NIC finished in 0.7s. ETA: 2m 53s. Rate: 330.51 forecasts/min
[2025-12-04T20:56:12.970127] [DEBUG] [REMOTE    ] BSMS: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:12.971629] [DEBUG] [LOCAL     ] Loaded configuration for BSMS: 16 features, N/A% accuracy
[2025-12-04T20:56:12.971684] [INFO ] [LOCAL     ] BSMS: Loaded 16 optimal features with 31.04% confidence from JSON config
[2025-12-04T20:56:12.971717] [DEBUG] [MAG       ] Building data for symbol: BSMS with lookback: 0
[2025-12-04T20:56:12.972491] [DEBUG] [FEATURES  ] DataBuilder: Executing 16 feature methods.
[2025-12-04T20:56:12.972559] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:12.972946] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-04T20:56:12.973787] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-04T20:56:12.977414] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:12.979302] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:56:12.979421] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:12.979807] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:56:12.980266] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:12.980701] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:56:12.981460] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:56:12.982281] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:56:12.984752] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:56:12.984949] [INFO ] [LOCAL     ] MNRO: Saved forecast.
[2025-12-04T20:56:12.985036] [INFO ] [main      ] MNRO: Signal=1 (Conf=100.0%), Magnitude=-3.03% (Conf=59.1936%)
[2025-12-04T20:56:12.985274] [INFO ] [LOCAL     ] KBWB: Saved forecast.
[2025-12-04T20:56:12.985361] [INFO ] [main      ] KBWB: Signal=1 (Conf=100.0%), Magnitude=1.08% (Conf=52.0759%)
[2025-12-04T20:56:12.985523] [INFO ] [main      ] Progress: 19/970 forecasts completed (2.0%). MNRO finished in 0.6s. ETA: 2m 45s. Rate: 346.15 forecasts/min
[2025-12-04T20:56:12.985731] [INFO ] [main      ] Fetching symbol history for FWRD...
[2025-12-04T20:56:12.985778] [DEBUG] [REMOTE    ] FWRD: Fetching historical data.
[2025-12-04T20:56:12.986085] [INFO ] [main      ] Fetching symbol history for AZN...
[2025-12-04T20:56:12.986145] [DEBUG] [REMOTE    ] AZN: Fetching historical data.
[2025-12-04T20:56:12.987376] [INFO ] [main      ] Progress: 20/970 forecasts completed (2.1%). KBWB finished in 0.6s. ETA: 2m 37s. Rate: 364.16 forecasts/min
[2025-12-04T20:56:13.001167] [DEBUG] [REMOTE    ] AZN: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:13.001166] [DEBUG] [REMOTE    ] FWRD: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:13.002433] [DEBUG] [LOCAL     ] Loaded configuration for AZN: 7 features, N/A% accuracy
[2025-12-04T20:56:13.002493] [INFO ] [LOCAL     ] AZN: Loaded 7 optimal features with 48.60% confidence from JSON config
[2025-12-04T20:56:13.002480] [DEBUG] [LOCAL     ] Loaded configuration for FWRD: 3 features, N/A% accuracy
[2025-12-04T20:56:13.002527] [DEBUG] [MAG       ] Building data for symbol: AZN with lookback: 0
[2025-12-04T20:56:13.002541] [INFO ] [LOCAL     ] FWRD: Loaded 3 optimal features with 51.30% confidence from JSON config
[2025-12-04T20:56:13.002602] [DEBUG] [MAG       ] Building data for symbol: FWRD with lookback: 0
[2025-12-04T20:56:13.003512] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:56:13.003606] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:56:13.003621] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-04T20:56:13.003687] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:13.004384] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:56:13.007178] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:13.009119] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:13.009230] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:13.011129] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:56:13.011653] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:13.012048] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:56:13.012833] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:56:13.014449] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-04T20:56:13.015279] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:13.095294] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:56:13.097317] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:56:13.140190] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-04T20:56:13.141231] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-04T20:56:13.183214] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-04T20:56:13.184063] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-04T20:56:13.186073] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-04T20:56:13.188566] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:13.319882] [DEBUG] [MAG       ] AEMD: Last date is validated at 2025-12-04
[2025-12-04T20:56:13.354330] [DEBUG] [MAG       ] FWRD: Last date is validated at 2025-12-04
[2025-12-04T20:56:13.369593] [DEBUG] [MAG       ] AZN: Last date is validated at 2025-12-04
[2025-12-04T20:56:13.490002] [DEBUG] [MAG       ] AEMD: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:13.519720] [DEBUG] [MAG       ] BSMS: Last date is validated at 2025-12-04
[2025-12-04T20:56:13.531257] [DEBUG] [MAG       ] FWRD: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:13.548468] [DEBUG] [MAG       ] AZN: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:13.590508] [INFO ] [LOCAL     ] AEMD: Saved forecast.
[2025-12-04T20:56:13.590601] [INFO ] [main      ] AEMD: Signal=1 (Conf=100.0%), Magnitude=18.44% (Conf=55.3669%)
[2025-12-04T20:56:13.590948] [INFO ] [main      ] Fetching symbol history for CAH...
[2025-12-04T20:56:13.590997] [DEBUG] [REMOTE    ] CAH: Fetching historical data.
[2025-12-04T20:56:13.591042] [INFO ] [main      ] Progress: 21/970 forecasts completed (2.2%). AEMD finished in 0.7s. ETA: 2m 56s. Rate: 323.17 forecasts/min
[2025-12-04T20:56:13.601939] [DEBUG] [REMOTE    ] CAH: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:13.602901] [DEBUG] [LOCAL     ] Loaded configuration for CAH: 10 features, N/A% accuracy
[2025-12-04T20:56:13.602952] [INFO ] [LOCAL     ] CAH: Loaded 10 optimal features with 41.88% confidence from JSON config
[2025-12-04T20:56:13.602983] [DEBUG] [MAG       ] Building data for symbol: CAH with lookback: 0
[2025-12-04T20:56:13.603785] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-04T20:56:13.603848] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:13.608570] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-04T20:56:13.609990] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:13.611717] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:56:13.612179] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:56:13.613199] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:56:13.614799] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:56:13.615775] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:56:13.616420] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-04T20:56:13.617546] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-04T20:56:13.619213] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:13.628758] [INFO ] [LOCAL     ] FWRD: Saved forecast.
[2025-12-04T20:56:13.628844] [INFO ] [main      ] FWRD: Signal=1 (Conf=100.0%), Magnitude=-4.35% (Conf=51.296%)
[2025-12-04T20:56:13.629335] [INFO ] [main      ] Progress: 22/970 forecasts completed (2.3%). FWRD finished in 0.6s. ETA: 2m 50s. Rate: 335.27 forecasts/min
[2025-12-04T20:56:13.629549] [INFO ] [main      ] Fetching symbol history for FCTE...
[2025-12-04T20:56:13.629615] [DEBUG] [REMOTE    ] FCTE: Fetching historical data.
[2025-12-04T20:56:13.643090] [DEBUG] [REMOTE    ] FCTE: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:13.644457] [DEBUG] [LOCAL     ] Loaded configuration for FCTE: 2 features, N/A% accuracy
[2025-12-04T20:56:13.644509] [INFO ] [LOCAL     ] FCTE: Loaded 2 optimal features with 48.32% confidence from JSON config
[2025-12-04T20:56:13.644542] [DEBUG] [MAG       ] Building data for symbol: FCTE with lookback: 0
[2025-12-04T20:56:13.645408] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:56:13.645466] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:13.650352] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-04T20:56:13.651107] [INFO ] [LOCAL     ] AZN: Saved forecast.
[2025-12-04T20:56:13.651193] [INFO ] [main      ] AZN: Signal=1 (Conf=100.0%), Magnitude=0.51% (Conf=48.6001%)
[2025-12-04T20:56:13.651756] [INFO ] [main      ] Fetching symbol history for VTMX...
[2025-12-04T20:56:13.651810] [DEBUG] [REMOTE    ] VTMX: Fetching historical data.
[2025-12-04T20:56:13.651824] [INFO ] [main      ] Progress: 23/970 forecasts completed (2.4%). AZN finished in 0.7s. ETA: 2m 43s. Rate: 348.52 forecasts/min
[2025-12-04T20:56:13.652610] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:13.667497] [DEBUG] [REMOTE    ] VTMX: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:13.668970] [DEBUG] [LOCAL     ] Loaded configuration for VTMX: 2 features, N/A% accuracy
[2025-12-04T20:56:13.669025] [INFO ] [LOCAL     ] VTMX: Loaded 2 optimal features with 55.13% confidence from JSON config
[2025-12-04T20:56:13.669056] [DEBUG] [MAG       ] Building data for symbol: VTMX with lookback: 0
[2025-12-04T20:56:13.669952] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:56:13.670010] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:13.674958] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:56:13.682601] [DEBUG] [MAG       ] BSMS: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:13.713530] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:13.755319] [INFO ] [LOCAL     ] BSMS: Saved forecast.
[2025-12-04T20:56:13.755392] [INFO ] [main      ] BSMS: Signal=1 (Conf=100.0%), Magnitude=0.00% (Conf=31.0434%)
[2025-12-04T20:56:13.755787] [INFO ] [main      ] Fetching symbol history for LXEO...
[2025-12-04T20:56:13.755837] [DEBUG] [REMOTE    ] LXEO: Fetching historical data.
[2025-12-04T20:56:13.756682] [INFO ] [main      ] Progress: 24/970 forecasts completed (2.5%). BSMS finished in 0.8s. ETA: 2m 40s. Rate: 354.29 forecasts/min
[2025-12-04T20:56:13.766610] [DEBUG] [REMOTE    ] LXEO: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:13.767530] [DEBUG] [LOCAL     ] Loaded configuration for LXEO: 3 features, N/A% accuracy
[2025-12-04T20:56:13.767607] [INFO ] [LOCAL     ] LXEO: Loaded 3 optimal features with 51.84% confidence from JSON config
[2025-12-04T20:56:13.767640] [DEBUG] [MAG       ] Building data for symbol: LXEO with lookback: 0
[2025-12-04T20:56:13.768409] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:56:13.768465] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:56:13.770809] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-04T20:56:13.771453] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-04T20:56:13.772981] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:13.955398] [DEBUG] [MAG       ] CAH: Last date is validated at 2025-12-04
[2025-12-04T20:56:13.994487] [DEBUG] [MAG       ] FCTE: Last date is validated at 2025-12-04
[2025-12-04T20:56:14.058071] [DEBUG] [MAG       ] VTMX: Last date is validated at 2025-12-04
[2025-12-04T20:56:14.100839] [DEBUG] [MAG       ] LXEO: Last date is validated at 2025-12-04
[2025-12-04T20:56:14.120978] [DEBUG] [MAG       ] CAH: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:14.163977] [DEBUG] [MAG       ] FCTE: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:14.231683] [DEBUG] [MAG       ] VTMX: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:14.233238] [INFO ] [LOCAL     ] FCTE: Saved forecast.
[2025-12-04T20:56:14.233328] [INFO ] [main      ] FCTE: Signal=1 (Conf=100.0%), Magnitude=0.72% (Conf=48.3171%)
[2025-12-04T20:56:14.233543] [INFO ] [main      ] Fetching symbol history for QBTS...
[2025-12-04T20:56:14.233844] [DEBUG] [REMOTE    ] QBTS: Fetching historical data.
[2025-12-04T20:56:14.235043] [INFO ] [main      ] Progress: 25/970 forecasts completed (2.6%). FCTE finished in 0.6s. ETA: 2m 52s. Rate: 330.19 forecasts/min
[2025-12-04T20:56:14.250273] [DEBUG] [REMOTE    ] QBTS: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:14.251566] [DEBUG] [LOCAL     ] Loaded configuration for QBTS: 8 features, N/A% accuracy
[2025-12-04T20:56:14.251639] [INFO ] [LOCAL     ] QBTS: Loaded 8 optimal features with 61.34% confidence from JSON config
[2025-12-04T20:56:14.251672] [DEBUG] [MAG       ] Building data for symbol: QBTS with lookback: 0
[2025-12-04T20:56:14.252667] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-04T20:56:14.252732] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:56:14.253727] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-04T20:56:14.257967] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:14.259786] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:56:14.260254] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:56:14.261493] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:56:14.263326] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:56:14.264348] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:56:14.265030] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:14.268682] [DEBUG] [MAG       ] LXEO: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:14.312618] [INFO ] [LOCAL     ] VTMX: Saved forecast.
[2025-12-04T20:56:14.312711] [INFO ] [main      ] VTMX: Signal=1 (Conf=100.0%), Magnitude=0.69% (Conf=55.1319%)
[2025-12-04T20:56:14.313212] [INFO ] [main      ] Fetching symbol history for EWTX...
[2025-12-04T20:56:14.313265] [DEBUG] [REMOTE    ] EWTX: Fetching historical data.
[2025-12-04T20:56:14.313706] [INFO ] [main      ] Progress: 26/970 forecasts completed (2.7%). VTMX finished in 0.7s. ETA: 2m 48s. Rate: 337.55 forecasts/min
[2025-12-04T20:56:14.328827] [DEBUG] [REMOTE    ] EWTX: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:14.330198] [DEBUG] [LOCAL     ] Loaded configuration for EWTX: 4 features, N/A% accuracy
[2025-12-04T20:56:14.330251] [INFO ] [LOCAL     ] EWTX: Loaded 4 optimal features with 57.73% confidence from JSON config
[2025-12-04T20:56:14.330282] [DEBUG] [MAG       ] Building data for symbol: EWTX with lookback: 0
[2025-12-04T20:56:14.331199] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:56:14.331290] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:14.336149] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:56:14.337955] [INFO ] [LOCAL     ] LXEO: Saved forecast.
[2025-12-04T20:56:14.338026] [INFO ] [main      ] LXEO: Signal=1 (Conf=100.0%), Magnitude=-0.80% (Conf=51.8446%)
[2025-12-04T20:56:14.338492] [INFO ] [main      ] Fetching symbol history for TKO...
[2025-12-04T20:56:14.338543] [DEBUG] [REMOTE    ] TKO: Fetching historical data.
[2025-12-04T20:56:14.338642] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:56:14.338696] [INFO ] [main      ] Progress: 27/970 forecasts completed (2.8%). LXEO finished in 0.6s. ETA: 2m 42s. Rate: 348.65 forecasts/min
[2025-12-04T20:56:14.349805] [DEBUG] [REMOTE    ] TKO: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:14.351415] [DEBUG] [LOCAL     ] Loaded configuration for TKO: 2 features, N/A% accuracy
[2025-12-04T20:56:14.351466] [INFO ] [LOCAL     ] TKO: Loaded 2 optimal features with 46.59% confidence from JSON config
[2025-12-04T20:56:14.351496] [DEBUG] [MAG       ] Building data for symbol: TKO with lookback: 0
[2025-12-04T20:56:14.352285] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:56:14.352360] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:14.357011] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:56:14.357816] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:14.379090] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-04T20:56:14.381506] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:14.387974] [INFO ] [LOCAL     ] CAH: Saved forecast.
[2025-12-04T20:56:14.388047] [INFO ] [main      ] CAH: Signal=1 (Conf=100.0%), Magnitude=3.05% (Conf=41.8755%)
[2025-12-04T20:56:14.388201] [INFO ] [main      ] Fetching symbol history for WEX...
[2025-12-04T20:56:14.388263] [DEBUG] [REMOTE    ] WEX: Fetching historical data.
[2025-12-04T20:56:14.390246] [INFO ] [main      ] Progress: 28/970 forecasts completed (2.9%). CAH finished in 0.8s. ETA: 2m 38s. Rate: 357.59 forecasts/min
[2025-12-04T20:56:14.399631] [DEBUG] [REMOTE    ] WEX: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:14.400705] [DEBUG] [LOCAL     ] Loaded configuration for WEX: 3 features, N/A% accuracy
[2025-12-04T20:56:14.400757] [INFO ] [LOCAL     ] WEX: Loaded 3 optimal features with 53.29% confidence from JSON config
[2025-12-04T20:56:14.400788] [DEBUG] [MAG       ] Building data for symbol: WEX with lookback: 0
[2025-12-04T20:56:14.401565] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:56:14.401641] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:14.406347] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-04T20:56:14.407031] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:14.408763] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:14.617192] [DEBUG] [MAG       ] QBTS: Last date is validated at 2025-12-04
[2025-12-04T20:56:14.689994] [DEBUG] [MAG       ] TKO: Last date is validated at 2025-12-04
[2025-12-04T20:56:14.727808] [DEBUG] [MAG       ] EWTX: Last date is validated at 2025-12-04
[2025-12-04T20:56:14.739798] [DEBUG] [MAG       ] WEX: Last date is validated at 2025-12-04
[2025-12-04T20:56:14.802462] [DEBUG] [MAG       ] QBTS: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:14.860157] [DEBUG] [MAG       ] TKO: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:14.915872] [DEBUG] [MAG       ] WEX: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:14.916299] [DEBUG] [MAG       ] EWTX: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:14.916374] [INFO ] [LOCAL     ] QBTS: Saved forecast.
[2025-12-04T20:56:14.916461] [INFO ] [main      ] QBTS: Signal=1 (Conf=100.0%), Magnitude=17.93% (Conf=61.3435%)
[2025-12-04T20:56:14.918054] [INFO ] [main      ] Fetching symbol history for VNQI...
[2025-12-04T20:56:14.918116] [DEBUG] [REMOTE    ] VNQI: Fetching historical data.
[2025-12-04T20:56:14.919262] [INFO ] [main      ] Progress: 29/970 forecasts completed (3.0%). QBTS finished in 0.7s. ETA: 2m 50s. Rate: 332.88 forecasts/min
[2025-12-04T20:56:14.934190] [DEBUG] [REMOTE    ] VNQI: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:14.935233] [DEBUG] [LOCAL     ] Loaded configuration for VNQI: 2 features, N/A% accuracy
[2025-12-04T20:56:14.935291] [INFO ] [LOCAL     ] VNQI: Loaded 2 optimal features with 63.20% confidence from JSON config
[2025-12-04T20:56:14.935333] [DEBUG] [MAG       ] Building data for symbol: VNQI with lookback: 0
[2025-12-04T20:56:14.936283] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:56:14.936344] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:56:14.938166] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-04T20:56:14.939282] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:14.975296] [INFO ] [LOCAL     ] TKO: Saved forecast.
[2025-12-04T20:56:14.975365] [INFO ] [main      ] TKO: Signal=1 (Conf=100.0%), Magnitude=1.96% (Conf=46.5912%)
[2025-12-04T20:56:14.975528] [INFO ] [main      ] Fetching symbol history for INMD...
[2025-12-04T20:56:14.975776] [DEBUG] [REMOTE    ] INMD: Fetching historical data.
[2025-12-04T20:56:14.976750] [INFO ] [main      ] Progress: 30/970 forecasts completed (3.1%). TKO finished in 0.6s. ETA: 2m 46s. Rate: 340.61 forecasts/min
[2025-12-04T20:56:14.991040] [DEBUG] [REMOTE    ] INMD: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:14.992304] [DEBUG] [LOCAL     ] Loaded configuration for INMD: 2 features, N/A% accuracy
[2025-12-04T20:56:14.992359] [INFO ] [LOCAL     ] INMD: Loaded 2 optimal features with 59.17% confidence from JSON config
[2025-12-04T20:56:14.992390] [DEBUG] [MAG       ] Building data for symbol: INMD with lookback: 0
[2025-12-04T20:56:14.993342] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:56:14.993403] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:56:14.994222] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:56:14.995148] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:15.012793] [INFO ] [LOCAL     ] EWTX: Saved forecast.
[2025-12-04T20:56:15.012897] [INFO ] [main      ] EWTX: Signal=1 (Conf=100.0%), Magnitude=0.95% (Conf=57.7345%)
[2025-12-04T20:56:15.013408] [INFO ] [main      ] Fetching symbol history for CIVB...
[2025-12-04T20:56:15.013464] [DEBUG] [REMOTE    ] CIVB: Fetching historical data.
[2025-12-04T20:56:15.013635] [INFO ] [main      ] Progress: 31/970 forecasts completed (3.2%). EWTX finished in 0.7s. ETA: 2m 41s. Rate: 349.53 forecasts/min
[2025-12-04T20:56:15.030628] [DEBUG] [REMOTE    ] CIVB: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:15.031749] [DEBUG] [LOCAL     ] Loaded configuration for CIVB: 9 features, N/A% accuracy
[2025-12-04T20:56:15.031814] [INFO ] [LOCAL     ] CIVB: Loaded 9 optimal features with 62.15% confidence from JSON config
[2025-12-04T20:56:15.031856] [DEBUG] [MAG       ] Building data for symbol: CIVB with lookback: 0
[2025-12-04T20:56:15.032809] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-04T20:56:15.032874] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:15.037730] [INFO ] [LOCAL     ] WEX: Saved forecast.
[2025-12-04T20:56:15.037804] [INFO ] [main      ] WEX: Signal=1 (Conf=100.0%), Magnitude=1.72% (Conf=53.2942%)
[2025-12-04T20:56:15.038148] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:15.038195] [INFO ] [main      ] Fetching symbol history for HUM...
[2025-12-04T20:56:15.038258] [DEBUG] [REMOTE    ] HUM: Fetching historical data.
[2025-12-04T20:56:15.039303] [INFO ] [main      ] Progress: 32/970 forecasts completed (3.3%). WEX finished in 0.6s. ETA: 2m 37s. Rate: 359.07 forecasts/min
[2025-12-04T20:56:15.040174] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:56:15.040802] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:15.041219] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:56:15.042214] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-04T20:56:15.042987] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-04T20:56:15.045934] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-04T20:56:15.049197] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-04T20:56:15.050011] [DEBUG] [REMOTE    ] HUM: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:15.050873] [DEBUG] [LOCAL     ] Loaded configuration for HUM: 1 features, N/A% accuracy
[2025-12-04T20:56:15.050923] [INFO ] [LOCAL     ] HUM: Loaded 1 optimal features with 52.75% confidence from JSON config
[2025-12-04T20:56:15.050954] [DEBUG] [MAG       ] Building data for symbol: HUM with lookback: 0
[2025-12-04T20:56:15.051679] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:15.051737] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-04T20:56:15.051794] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:56:15.054113] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:15.286172] [DEBUG] [MAG       ] VNQI: Last date is validated at 2025-12-04
[2025-12-04T20:56:15.375092] [DEBUG] [MAG       ] INMD: Last date is validated at 2025-12-04
[2025-12-04T20:56:15.383905] [DEBUG] [MAG       ] HUM: Last date is validated at 2025-12-04
[2025-12-04T20:56:15.409559] [DEBUG] [MAG       ] CIVB: Last date is validated at 2025-12-04
[2025-12-04T20:56:15.454014] [DEBUG] [MAG       ] VNQI: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:15.520184] [INFO ] [LOCAL     ] VNQI: Saved forecast.
[2025-12-04T20:56:15.520260] [INFO ] [main      ] VNQI: Signal=1 (Conf=100.0%), Magnitude=-0.19% (Conf=63.1963%)
[2025-12-04T20:56:15.520664] [INFO ] [main      ] Fetching symbol history for OPRX...
[2025-12-04T20:56:15.520714] [DEBUG] [REMOTE    ] OPRX: Fetching historical data.
[2025-12-04T20:56:15.521653] [INFO ] [main      ] Progress: 33/970 forecasts completed (3.4%). VNQI finished in 0.6s. ETA: 2m 46s. Rate: 339.65 forecasts/min
[2025-12-04T20:56:15.533951] [DEBUG] [REMOTE    ] OPRX: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:15.535021] [DEBUG] [LOCAL     ] Loaded configuration for OPRX: 5 features, N/A% accuracy
[2025-12-04T20:56:15.535077] [INFO ] [LOCAL     ] OPRX: Loaded 5 optimal features with 48.12% confidence from JSON config
[2025-12-04T20:56:15.535108] [DEBUG] [MAG       ] Building data for symbol: OPRX with lookback: 0
[2025-12-04T20:56:15.535966] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:56:15.536026] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:15.538041] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:56:15.538592] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:56:15.539501] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-04T20:56:15.540643] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-04T20:56:15.541307] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:15.547419] [DEBUG] [MAG       ] HUM: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:15.559128] [DEBUG] [MAG       ] INMD: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:15.587795] [DEBUG] [MAG       ] CIVB: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:15.636590] [INFO ] [LOCAL     ] INMD: Saved forecast.
[2025-12-04T20:56:15.636692] [INFO ] [main      ] INMD: Signal=1 (Conf=100.0%), Magnitude=0.49% (Conf=59.1717%)
[2025-12-04T20:56:15.637176] [INFO ] [main      ] Fetching symbol history for UPLD...
[2025-12-04T20:56:15.637226] [DEBUG] [REMOTE    ] UPLD: Fetching historical data.
[2025-12-04T20:56:15.637241] [INFO ] [main      ] Progress: 34/970 forecasts completed (3.5%). INMD finished in 0.7s. ETA: 2m 44s. Rate: 343.14 forecasts/min
[2025-12-04T20:56:15.650841] [DEBUG] [REMOTE    ] UPLD: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:15.651973] [DEBUG] [LOCAL     ] Loaded configuration for UPLD: 8 features, N/A% accuracy
[2025-12-04T20:56:15.652034] [INFO ] [LOCAL     ] UPLD: Loaded 8 optimal features with 72.51% confidence from JSON config
[2025-12-04T20:56:15.652066] [DEBUG] [MAG       ] Building data for symbol: UPLD with lookback: 0
[2025-12-04T20:56:15.653016] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-04T20:56:15.653080] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:15.654847] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:56:15.658216] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:56:15.660836] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:56:15.677502] [INFO ] [LOCAL     ] CIVB: Saved forecast.
[2025-12-04T20:56:15.677609] [INFO ] [main      ] CIVB: Signal=1 (Conf=100.0%), Magnitude=0.28% (Conf=62.1456%)
[2025-12-04T20:56:15.678130] [INFO ] [main      ] Fetching symbol history for FRBA...
[2025-12-04T20:56:15.678185] [DEBUG] [REMOTE    ] FRBA: Fetching historical data.
[2025-12-04T20:56:15.679478] [INFO ] [main      ] Progress: 35/970 forecasts completed (3.6%). CIVB finished in 0.7s. ETA: 2m 40s. Rate: 350.74 forecasts/min
[2025-12-04T20:56:15.694358] [DEBUG] [REMOTE    ] FRBA: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:15.695489] [DEBUG] [LOCAL     ] Loaded configuration for FRBA: 5 features, N/A% accuracy
[2025-12-04T20:56:15.695604] [INFO ] [LOCAL     ] FRBA: Loaded 5 optimal features with 59.11% confidence from JSON config
[2025-12-04T20:56:15.695642] [DEBUG] [MAG       ] Building data for symbol: FRBA with lookback: 0
[2025-12-04T20:56:15.696551] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:56:15.696633] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:15.700542] [INFO ] [LOCAL     ] HUM: Saved forecast.
[2025-12-04T20:56:15.700628] [INFO ] [main      ] HUM: Signal=1 (Conf=100.0%), Magnitude=2.25% (Conf=52.7504%)
[2025-12-04T20:56:15.700959] [INFO ] [main      ] Progress: 36/970 forecasts completed (3.7%). HUM finished in 0.7s. ETA: 2m 36s. Rate: 359.47 forecasts/min
[2025-12-04T20:56:15.701080] [INFO ] [main      ] Fetching symbol history for ARLP...
[2025-12-04T20:56:15.701123] [DEBUG] [REMOTE    ] ARLP: Fetching historical data.
[2025-12-04T20:56:15.702025] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:56:15.703083] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-04T20:56:15.704192] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-04T20:56:15.705010] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-04T20:56:15.706267] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:15.711824] [DEBUG] [REMOTE    ] ARLP: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:15.712545] [DEBUG] [LOCAL     ] Loaded configuration for ARLP: 6 features, N/A% accuracy
[2025-12-04T20:56:15.712618] [INFO ] [LOCAL     ] ARLP: Loaded 6 optimal features with 70.84% confidence from JSON config
[2025-12-04T20:56:15.712650] [DEBUG] [MAG       ] Building data for symbol: ARLP with lookback: 0
[2025-12-04T20:56:15.713756] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:56:15.713816] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:15.715474] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:56:15.715994] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:15.716400] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:56:15.717149] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:56:15.754645] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-04T20:56:15.757257] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:15.777464] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:56:15.779849] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:56:15.820135] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-04T20:56:15.822678] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:56:15.823799] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:15.870640] [DEBUG] [MAG       ] OPRX: Last date is validated at 2025-12-04
[2025-12-04T20:56:16.036409] [DEBUG] [MAG       ] OPRX: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:16.049063] [DEBUG] [MAG       ] FRBA: Last date is validated at 2025-12-04
[2025-12-04T20:56:16.085013] [DEBUG] [MAG       ] ARLP: Last date is validated at 2025-12-04
[2025-12-04T20:56:16.109895] [INFO ] [LOCAL     ] OPRX: Saved forecast.
[2025-12-04T20:56:16.109971] [INFO ] [main      ] OPRX: Signal=1 (Conf=100.0%), Magnitude=5.77% (Conf=48.1179%)
[2025-12-04T20:56:16.110143] [INFO ] [main      ] Fetching symbol history for ULCC...
[2025-12-04T20:56:16.110186] [DEBUG] [REMOTE    ] ULCC: Fetching historical data.
[2025-12-04T20:56:16.110978] [INFO ] [main      ] Progress: 37/970 forecasts completed (3.8%). OPRX finished in 0.6s. ETA: 2m 42s. Rate: 345.86 forecasts/min
[2025-12-04T20:56:16.122969] [DEBUG] [REMOTE    ] ULCC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:16.124168] [DEBUG] [LOCAL     ] Loaded configuration for ULCC: 1 features, N/A% accuracy
[2025-12-04T20:56:16.124218] [INFO ] [LOCAL     ] ULCC: Loaded 1 optimal features with 50.50% confidence from JSON config
[2025-12-04T20:56:16.124280] [DEBUG] [MAG       ] Building data for symbol: ULCC with lookback: 0
[2025-12-04T20:56:16.125124] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-04T20:56:16.125181] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:16.129987] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:16.172719] [DEBUG] [MAG       ] UPLD: Last date is validated at 2025-12-04
[2025-12-04T20:56:16.220549] [DEBUG] [MAG       ] FRBA: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:16.247908] [DEBUG] [MAG       ] ARLP: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:16.291231] [INFO ] [LOCAL     ] FRBA: Saved forecast.
[2025-12-04T20:56:16.291323] [INFO ] [main      ] FRBA: Signal=1 (Conf=100.0%), Magnitude=-2.04% (Conf=59.1137%)
[2025-12-04T20:56:16.291817] [INFO ] [main      ] Fetching symbol history for CNS...
[2025-12-04T20:56:16.291872] [DEBUG] [REMOTE    ] CNS: Fetching historical data.
[2025-12-04T20:56:16.291851] [INFO ] [main      ] Progress: 38/970 forecasts completed (3.9%). FRBA finished in 0.6s. ETA: 2m 42s. Rate: 345.47 forecasts/min
[2025-12-04T20:56:16.307261] [DEBUG] [REMOTE    ] CNS: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:16.308941] [DEBUG] [LOCAL     ] Loaded configuration for CNS: 6 features, N/A% accuracy
[2025-12-04T20:56:16.309040] [INFO ] [LOCAL     ] CNS: Loaded 6 optimal features with 55.48% confidence from JSON config
[2025-12-04T20:56:16.309090] [DEBUG] [MAG       ] Building data for symbol: CNS with lookback: 0
[2025-12-04T20:56:16.310113] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:56:16.310175] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:16.315185] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:16.317046] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:56:16.317543] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:16.317954] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-04T20:56:16.318604] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-04T20:56:16.319311] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:16.320740] [INFO ] [LOCAL     ] ARLP: Saved forecast.
[2025-12-04T20:56:16.320803] [INFO ] [main      ] ARLP: Signal=1 (Conf=100.0%), Magnitude=1.29% (Conf=70.8363%)
[2025-12-04T20:56:16.321171] [INFO ] [main      ] Progress: 39/970 forecasts completed (4.0%). ARLP finished in 0.6s. ETA: 2m 38s. Rate: 352.99 forecasts/min
[2025-12-04T20:56:16.321359] [INFO ] [main      ] Fetching symbol history for AGNCM...
[2025-12-04T20:56:16.321405] [DEBUG] [REMOTE    ] AGNCM: Fetching historical data.
[2025-12-04T20:56:16.331861] [DEBUG] [REMOTE    ] AGNCM: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:16.332831] [DEBUG] [LOCAL     ] Loaded configuration for AGNCM: 1 features, N/A% accuracy
[2025-12-04T20:56:16.332882] [INFO ] [LOCAL     ] AGNCM: Loaded 1 optimal features with 42.04% confidence from JSON config
[2025-12-04T20:56:16.332912] [DEBUG] [MAG       ] Building data for symbol: AGNCM with lookback: 0
[2025-12-04T20:56:16.333688] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-04T20:56:16.333744] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-04T20:56:16.336457] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:16.355811] [DEBUG] [MAG       ] UPLD: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:16.425335] [INFO ] [LOCAL     ] UPLD: Saved forecast.
[2025-12-04T20:56:16.425428] [INFO ] [main      ] UPLD: Signal=1 (Conf=100.0%), Magnitude=1.89% (Conf=72.5113%)
[2025-12-04T20:56:16.425936] [INFO ] [main      ] Fetching symbol history for ASTH...
[2025-12-04T20:56:16.425992] [DEBUG] [REMOTE    ] ASTH: Fetching historical data.
[2025-12-04T20:56:16.427660] [INFO ] [main      ] Progress: 40/970 forecasts completed (4.1%). UPLD finished in 0.8s. ETA: 2m 37s. Rate: 356.32 forecasts/min
[2025-12-04T20:56:16.439708] [DEBUG] [REMOTE    ] ASTH: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:16.440948] [DEBUG] [LOCAL     ] Loaded configuration for ASTH: 2 features, N/A% accuracy
[2025-12-04T20:56:16.441007] [INFO ] [LOCAL     ] ASTH: Loaded 2 optimal features with 41.68% confidence from JSON config
[2025-12-04T20:56:16.441040] [DEBUG] [MAG       ] Building data for symbol: ASTH with lookback: 0
[2025-12-04T20:56:16.442000] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:56:16.442060] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:16.447304] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-04T20:56:16.451469] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:16.459267] [DEBUG] [MAG       ] ULCC: Last date is validated at 2025-12-04
[2025-12-04T20:56:16.625117] [DEBUG] [MAG       ] ULCC: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:16.663125] [DEBUG] [MAG       ] CNS: Last date is validated at 2025-12-04
[2025-12-04T20:56:16.689769] [INFO ] [LOCAL     ] ULCC: Saved forecast.
[2025-12-04T20:56:16.689838] [INFO ] [main      ] ULCC: Signal=1 (Conf=100.0%), Magnitude=6.51% (Conf=50.5037%)
[2025-12-04T20:56:16.690176] [INFO ] [main      ] Fetching symbol history for BUD...
[2025-12-04T20:56:16.690224] [DEBUG] [REMOTE    ] BUD: Fetching historical data.
[2025-12-04T20:56:16.690632] [INFO ] [main      ] Progress: 41/970 forecasts completed (4.2%). ULCC finished in 0.6s. ETA: 2m 39s. Rate: 351.51 forecasts/min
[2025-12-04T20:56:16.690902] [DEBUG] [MAG       ] AGNCM: Last date is validated at 2025-12-04
[2025-12-04T20:56:16.702782] [DEBUG] [REMOTE    ] BUD: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:16.703840] [DEBUG] [LOCAL     ] Loaded configuration for BUD: 3 features, N/A% accuracy
[2025-12-04T20:56:16.703892] [INFO ] [LOCAL     ] BUD: Loaded 3 optimal features with 57.74% confidence from JSON config
[2025-12-04T20:56:16.703923] [DEBUG] [MAG       ] Building data for symbol: BUD with lookback: 0
[2025-12-04T20:56:16.704702] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:56:16.704760] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:16.709489] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-04T20:56:16.712253] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-04T20:56:16.726276] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:16.795701] [DEBUG] [MAG       ] ASTH: Last date is validated at 2025-12-04
[2025-12-04T20:56:16.832164] [DEBUG] [MAG       ] CNS: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:16.861820] [DEBUG] [MAG       ] AGNCM: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:16.914948] [INFO ] [LOCAL     ] AGNCM: Saved forecast.
[2025-12-04T20:56:16.915013] [INFO ] [main      ] AGNCM: Signal=1 (Conf=100.0%), Magnitude=0.11% (Conf=42.0371%)
[2025-12-04T20:56:16.915168] [INFO ] [main      ] Fetching symbol history for AI...
[2025-12-04T20:56:16.915212] [DEBUG] [REMOTE    ] AI: Fetching historical data.
[2025-12-04T20:56:16.915850] [INFO ] [main      ] Progress: 42/970 forecasts completed (4.3%). AGNCM finished in 0.6s. ETA: 2m 40s. Rate: 348.85 forecasts/min
[2025-12-04T20:56:16.924458] [INFO ] [LOCAL     ] CNS: Saved forecast.
[2025-12-04T20:56:16.924528] [INFO ] [main      ] CNS: Signal=1 (Conf=100.0%), Magnitude=-0.07% (Conf=55.4765%)
[2025-12-04T20:56:16.924942] [INFO ] [main      ] Fetching symbol history for RMBI...
[2025-12-04T20:56:16.924993] [DEBUG] [REMOTE    ] RMBI: Fetching historical data.
[2025-12-04T20:56:16.925659] [INFO ] [main      ] Progress: 43/970 forecasts completed (4.4%). CNS finished in 0.6s. ETA: 2m 36s. Rate: 356.67 forecasts/min
[2025-12-04T20:56:16.926237] [DEBUG] [REMOTE    ] AI: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:16.928170] [DEBUG] [LOCAL     ] Loaded configuration for AI: 2 features, N/A% accuracy
[2025-12-04T20:56:16.928250] [INFO ] [LOCAL     ] AI: Loaded 2 optimal features with 46.26% confidence from JSON config
[2025-12-04T20:56:16.928284] [DEBUG] [MAG       ] Building data for symbol: AI with lookback: 0
[2025-12-04T20:56:16.929094] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:56:16.929152] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:16.934611] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:56:16.935389] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:16.939326] [DEBUG] [REMOTE    ] RMBI: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:16.941090] [DEBUG] [LOCAL     ] Loaded configuration for RMBI: 9 features, N/A% accuracy
[2025-12-04T20:56:16.941159] [INFO ] [LOCAL     ] RMBI: Loaded 9 optimal features with 60.81% confidence from JSON config
[2025-12-04T20:56:16.941192] [DEBUG] [MAG       ] Building data for symbol: RMBI with lookback: 0
[2025-12-04T20:56:16.942187] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-04T20:56:16.942249] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:16.943956] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:56:16.944467] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:16.944917] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:56:16.945685] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:56:16.946497] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:56:16.975137] [DEBUG] [MAG       ] ASTH: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:16.984210] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-04T20:56:16.985446] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-04T20:56:16.986092] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-04T20:56:16.987623] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:17.056355] [DEBUG] [MAG       ] BUD: Last date is validated at 2025-12-04
[2025-12-04T20:56:17.077270] [INFO ] [LOCAL     ] ASTH: Saved forecast.
[2025-12-04T20:56:17.077364] [INFO ] [main      ] ASTH: Signal=1 (Conf=100.0%), Magnitude=-2.34% (Conf=41.6813%)
[2025-12-04T20:56:17.077599] [INFO ] [main      ] Fetching symbol history for IZEA...
[2025-12-04T20:56:17.077647] [DEBUG] [REMOTE    ] IZEA: Fetching historical data.
[2025-12-04T20:56:17.078664] [INFO ] [main      ] Progress: 44/970 forecasts completed (4.5%). ASTH finished in 0.7s. ETA: 2m 35s. Rate: 357.41 forecasts/min
[2025-12-04T20:56:17.090741] [DEBUG] [REMOTE    ] IZEA: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:17.092140] [DEBUG] [LOCAL     ] Loaded configuration for IZEA: 0 features, N/A% accuracy
[2025-12-04T20:56:17.092202] [INFO ] [LOCAL     ] IZEA: Loaded 0 optimal features with 44.67% confidence from JSON config
[2025-12-04T20:56:17.092234] [DEBUG] [MAG       ] Building data for symbol: IZEA with lookback: 0
[2025-12-04T20:56:17.093174] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-04T20:56:17.221030] [DEBUG] [MAG       ] BUD: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:17.265309] [DEBUG] [MAG       ] AI: Last date is validated at 2025-12-04
[2025-12-04T20:56:17.313827] [INFO ] [LOCAL     ] BUD: Saved forecast.
[2025-12-04T20:56:17.313900] [INFO ] [main      ] BUD: Signal=1 (Conf=100.0%), Magnitude=-0.81% (Conf=57.7443%)
[2025-12-04T20:56:17.314242] [INFO ] [main      ] Fetching symbol history for BLX...
[2025-12-04T20:56:17.314289] [DEBUG] [REMOTE    ] BLX: Fetching historical data.
[2025-12-04T20:56:17.314654] [INFO ] [main      ] Progress: 45/970 forecasts completed (4.6%). BUD finished in 0.6s. ETA: 2m 37s. Rate: 354.21 forecasts/min
[2025-12-04T20:56:17.319957] [DEBUG] [MAG       ] RMBI: Last date is validated at 2025-12-04
[2025-12-04T20:56:17.327122] [DEBUG] [REMOTE    ] BLX: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:17.328210] [DEBUG] [LOCAL     ] Loaded configuration for BLX: 1 features, N/A% accuracy
[2025-12-04T20:56:17.328278] [INFO ] [LOCAL     ] BLX: Loaded 1 optimal features with 54.90% confidence from JSON config
[2025-12-04T20:56:17.328309] [DEBUG] [MAG       ] Building data for symbol: BLX with lookback: 0
[2025-12-04T20:56:17.329133] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-04T20:56:17.329189] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:56:17.330140] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:17.430008] [DEBUG] [MAG       ] AI: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:17.449112] [DEBUG] [MAG       ] IZEA: Last date is validated at 2025-12-04
[2025-12-04T20:56:17.487591] [DEBUG] [MAG       ] RMBI: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:17.518082] [INFO ] [LOCAL     ] AI: Saved forecast.
[2025-12-04T20:56:17.518154] [INFO ] [main      ] AI: Signal=1 (Conf=100.0%), Magnitude=7.44% (Conf=46.2614%)
[2025-12-04T20:56:17.518365] [INFO ] [main      ] Fetching symbol history for TSCO...
[2025-12-04T20:56:17.518410] [DEBUG] [REMOTE    ] TSCO: Fetching historical data.
[2025-12-04T20:56:17.518858] [INFO ] [main      ] Progress: 46/970 forecasts completed (4.7%). AI finished in 0.6s. ETA: 2m 37s. Rate: 352.64 forecasts/min
[2025-12-04T20:56:17.530227] [DEBUG] [REMOTE    ] TSCO: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:17.531307] [DEBUG] [LOCAL     ] Loaded configuration for TSCO: 6 features, N/A% accuracy
[2025-12-04T20:56:17.531357] [INFO ] [LOCAL     ] TSCO: Loaded 6 optimal features with 57.80% confidence from JSON config
[2025-12-04T20:56:17.531387] [DEBUG] [MAG       ] Building data for symbol: TSCO with lookback: 0
[2025-12-04T20:56:17.532154] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:56:17.532212] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:56:17.532927] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-04T20:56:17.534144] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-04T20:56:17.534845] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-04T20:56:17.535510] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-04T20:56:17.537076] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-04T20:56:17.539193] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:17.556046] [INFO ] [LOCAL     ] RMBI: Saved forecast.
[2025-12-04T20:56:17.556112] [INFO ] [main      ] RMBI: Signal=1 (Conf=100.0%), Magnitude=1.10% (Conf=60.8079%)
[2025-12-04T20:56:17.556456] [INFO ] [main      ] Fetching symbol history for LSCC...
[2025-12-04T20:56:17.556516] [DEBUG] [REMOTE    ] LSCC: Fetching historical data.
[2025-12-04T20:56:17.556646] [INFO ] [main      ] Progress: 47/970 forecasts completed (4.8%). RMBI finished in 0.6s. ETA: 2m 34s. Rate: 358.57 forecasts/min
[2025-12-04T20:56:17.569453] [DEBUG] [REMOTE    ] LSCC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:17.570420] [DEBUG] [LOCAL     ] Loaded configuration for LSCC: 4 features, N/A% accuracy
[2025-12-04T20:56:17.570486] [INFO ] [LOCAL     ] LSCC: Loaded 4 optimal features with 50.26% confidence from JSON config
[2025-12-04T20:56:17.570525] [DEBUG] [MAG       ] Building data for symbol: LSCC with lookback: 0
[2025-12-04T20:56:17.571326] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:56:17.571385] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:56:17.629465] [DEBUG] [MAG       ] IZEA: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:17.664900] [DEBUG] [MAG       ] BLX: Last date is validated at 2025-12-04
[2025-12-04T20:56:17.679311] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-04T20:56:17.681641] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-04T20:56:17.684425] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-04T20:56:17.684891] [INFO ] [LOCAL     ] IZEA: Saved forecast.
[2025-12-04T20:56:17.684976] [INFO ] [main      ] IZEA: Signal=1 (Conf=100.0%), Magnitude=0.96% (Conf=44.6694%)
[2025-12-04T20:56:17.685185] [INFO ] [main      ] Fetching symbol history for ANDE...
[2025-12-04T20:56:17.685231] [DEBUG] [REMOTE    ] ANDE: Fetching historical data.
[2025-12-04T20:56:17.685835] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:17.686686] [INFO ] [main      ] Progress: 48/970 forecasts completed (4.9%). IZEA finished in 0.6s. ETA: 2m 34s. Rate: 360.25 forecasts/min
[2025-12-04T20:56:17.699310] [DEBUG] [REMOTE    ] ANDE: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:17.700489] [DEBUG] [LOCAL     ] Loaded configuration for ANDE: 6 features, N/A% accuracy
[2025-12-04T20:56:17.700542] [INFO ] [LOCAL     ] ANDE: Loaded 6 optimal features with 64.97% confidence from JSON config
[2025-12-04T20:56:17.700594] [DEBUG] [MAG       ] Building data for symbol: ANDE with lookback: 0
[2025-12-04T20:56:17.701562] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:56:17.701646] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:56:17.702692] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:56:17.705292] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:56:17.707049] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-04T20:56:17.710152] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-04T20:56:17.710848] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-04T20:56:17.716959] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:17.830208] [DEBUG] [MAG       ] BLX: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:17.870050] [DEBUG] [MAG       ] TSCO: Last date is validated at 2025-12-04
[2025-12-04T20:56:17.905358] [INFO ] [LOCAL     ] BLX: Saved forecast.
[2025-12-04T20:56:17.905428] [INFO ] [main      ] BLX: Signal=1 (Conf=100.0%), Magnitude=2.78% (Conf=54.8975%)
[2025-12-04T20:56:17.905792] [INFO ] [main      ] Fetching symbol history for ERO...
[2025-12-04T20:56:17.905843] [DEBUG] [REMOTE    ] ERO: Fetching historical data.
[2025-12-04T20:56:17.906679] [INFO ] [main      ] Progress: 49/970 forecasts completed (5.1%). BLX finished in 0.6s. ETA: 2m 34s. Rate: 357.90 forecasts/min
[2025-12-04T20:56:17.917535] [DEBUG] [REMOTE    ] ERO: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:17.918661] [DEBUG] [LOCAL     ] Loaded configuration for ERO: 6 features, N/A% accuracy
[2025-12-04T20:56:17.918716] [INFO ] [LOCAL     ] ERO: Loaded 6 optimal features with 63.20% confidence from JSON config
[2025-12-04T20:56:17.918748] [DEBUG] [MAG       ] Building data for symbol: ERO with lookback: 0
[2025-12-04T20:56:17.919550] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:56:17.919632] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:17.924414] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:17.926183] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:56:17.926674] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-04T20:56:17.927350] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:56:17.928370] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-04T20:56:17.930709] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:18.022602] [DEBUG] [MAG       ] LSCC: Last date is validated at 2025-12-04
[2025-12-04T20:56:18.038659] [DEBUG] [MAG       ] TSCO: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:18.084629] [DEBUG] [MAG       ] ANDE: Last date is validated at 2025-12-04
[2025-12-04T20:56:18.129900] [INFO ] [LOCAL     ] TSCO: Saved forecast.
[2025-12-04T20:56:18.129969] [INFO ] [main      ] TSCO: Signal=1 (Conf=100.0%), Magnitude=1.60% (Conf=57.798%)
[2025-12-04T20:56:18.130141] [INFO ] [main      ] Fetching symbol history for FG...
[2025-12-04T20:56:18.130188] [DEBUG] [REMOTE    ] FG: Fetching historical data.
[2025-12-04T20:56:18.130911] [INFO ] [main      ] Progress: 50/970 forecasts completed (5.2%). TSCO finished in 0.6s. ETA: 2m 35s. Rate: 355.50 forecasts/min
[2025-12-04T20:56:18.143982] [DEBUG] [REMOTE    ] FG: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:18.144919] [DEBUG] [LOCAL     ] Loaded configuration for FG: 3 features, N/A% accuracy
[2025-12-04T20:56:18.144972] [INFO ] [LOCAL     ] FG: Loaded 3 optimal features with 52.95% confidence from JSON config
[2025-12-04T20:56:18.145006] [DEBUG] [MAG       ] Building data for symbol: FG with lookback: 0
[2025-12-04T20:56:18.145865] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:56:18.145927] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:18.147715] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:56:18.148222] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:56:18.150019] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:18.190143] [DEBUG] [MAG       ] LSCC: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:18.272007] [DEBUG] [MAG       ] ERO: Last date is validated at 2025-12-04
[2025-12-04T20:56:18.282846] [DEBUG] [MAG       ] ANDE: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:18.298461] [INFO ] [LOCAL     ] LSCC: Saved forecast.
[2025-12-04T20:56:18.298536] [INFO ] [main      ] LSCC: Signal=1 (Conf=100.0%), Magnitude=-2.18% (Conf=50.2604%)
[2025-12-04T20:56:18.298895] [INFO ] [main      ] Fetching symbol history for WTO...
[2025-12-04T20:56:18.298947] [DEBUG] [REMOTE    ] WTO: Fetching historical data.
[2025-12-04T20:56:18.299671] [INFO ] [main      ] Progress: 51/970 forecasts completed (5.3%). LSCC finished in 0.7s. ETA: 2m 35s. Rate: 355.50 forecasts/min
[2025-12-04T20:56:18.311686] [DEBUG] [REMOTE    ] WTO: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:18.313267] [DEBUG] [LOCAL     ] Loaded configuration for WTO: 7 features, N/A% accuracy
[2025-12-04T20:56:18.313687] [INFO ] [LOCAL     ] WTO: Loaded 7 optimal features with 54.05% confidence from JSON config
[2025-12-04T20:56:18.313721] [DEBUG] [MAG       ] Building data for symbol: WTO with lookback: 0
[2025-12-04T20:56:18.314490] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-04T20:56:18.314548] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:18.316213] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:56:18.316763] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:56:18.317184] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:18.317557] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:56:18.320520] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-04T20:56:18.322507] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-04T20:56:18.323914] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:18.399428] [INFO ] [LOCAL     ] ANDE: Saved forecast.
[2025-12-04T20:56:18.399545] [INFO ] [main      ] ANDE: Signal=1 (Conf=100.0%), Magnitude=-1.89% (Conf=64.9657%)
[2025-12-04T20:56:18.400121] [INFO ] [main      ] Fetching symbol history for HY...
[2025-12-04T20:56:18.400177] [DEBUG] [REMOTE    ] HY: Fetching historical data.
[2025-12-04T20:56:18.401679] [INFO ] [main      ] Progress: 52/970 forecasts completed (5.4%). ANDE finished in 0.7s. ETA: 2m 34s. Rate: 358.23 forecasts/min
[2025-12-04T20:56:18.416698] [DEBUG] [REMOTE    ] HY: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:18.418659] [DEBUG] [LOCAL     ] Loaded configuration for HY: 9 features, N/A% accuracy
[2025-12-04T20:56:18.418908] [INFO ] [LOCAL     ] HY: Loaded 9 optimal features with 48.91% confidence from JSON config
[2025-12-04T20:56:18.418951] [DEBUG] [MAG       ] Building data for symbol: HY with lookback: 0
[2025-12-04T20:56:18.420706] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-04T20:56:18.420773] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:18.426157] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:18.428074] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:56:18.428689] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:56:18.444381] [DEBUG] [MAG       ] ERO: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:18.502565] [DEBUG] [MAG       ] FG: Last date is validated at 2025-12-04
[2025-12-04T20:56:18.523686] [INFO ] [LOCAL     ] ERO: Saved forecast.
[2025-12-04T20:56:18.523758] [INFO ] [main      ] ERO: Signal=1 (Conf=100.0%), Magnitude=0.02% (Conf=63.2%)
[2025-12-04T20:56:18.523934] [INFO ] [main      ] Fetching symbol history for RMBS...
[2025-12-04T20:56:18.523978] [DEBUG] [REMOTE    ] RMBS: Fetching historical data.
[2025-12-04T20:56:18.525693] [INFO ] [main      ] Progress: 53/970 forecasts completed (5.5%). ERO finished in 0.6s. ETA: 2m 33s. Rate: 359.99 forecasts/min
[2025-12-04T20:56:18.535606] [DEBUG] [REMOTE    ] RMBS: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:18.536437] [DEBUG] [LOCAL     ] Loaded configuration for RMBS: 8 features, N/A% accuracy
[2025-12-04T20:56:18.536490] [INFO ] [LOCAL     ] RMBS: Loaded 8 optimal features with 48.47% confidence from JSON config
[2025-12-04T20:56:18.536524] [DEBUG] [MAG       ] Building data for symbol: RMBS with lookback: 0
[2025-12-04T20:56:18.537349] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-04T20:56:18.537774] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:18.542823] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:18.544931] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:56:18.545450] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:18.545866] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:56:18.546769] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-04T20:56:18.547700] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-04T20:56:18.548960] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-04T20:56:18.551831] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:56:18.553402] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:18.554170] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-04T20:56:18.607936] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-04T20:56:18.610206] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-04T20:56:18.615176] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-04T20:56:18.617016] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:18.658978] [DEBUG] [MAG       ] WTO: Last date is validated at 2025-12-04
[2025-12-04T20:56:18.682622] [DEBUG] [MAG       ] FG: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:18.770914] [INFO ] [LOCAL     ] FG: Saved forecast.
[2025-12-04T20:56:18.770989] [INFO ] [main      ] FG: Signal=1 (Conf=100.0%), Magnitude=-2.29% (Conf=52.9485%)
[2025-12-04T20:56:18.771467] [INFO ] [main      ] Progress: 54/970 forecasts completed (5.6%). FG finished in 0.6s. ETA: 2m 34s. Rate: 356.86 forecasts/min
[2025-12-04T20:56:18.771609] [INFO ] [main      ] Fetching symbol history for CVNA...
[2025-12-04T20:56:18.771653] [DEBUG] [REMOTE    ] CVNA: Fetching historical data.
[2025-12-04T20:56:18.782953] [DEBUG] [REMOTE    ] CVNA: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:18.783806] [DEBUG] [LOCAL     ] Loaded configuration for CVNA: 3 features, N/A% accuracy
[2025-12-04T20:56:18.783865] [INFO ] [LOCAL     ] CVNA: Loaded 3 optimal features with 54.80% confidence from JSON config
[2025-12-04T20:56:18.783898] [DEBUG] [MAG       ] Building data for symbol: CVNA with lookback: 0
[2025-12-04T20:56:18.788342] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:56:18.788412] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:18.793418] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:56:18.794460] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-04T20:56:18.795787] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:18.825060] [DEBUG] [MAG       ] WTO: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:18.897152] [DEBUG] [MAG       ] RMBS: Last date is validated at 2025-12-04
[2025-12-04T20:56:18.973816] [DEBUG] [MAG       ] HY: Last date is validated at 2025-12-04
[2025-12-04T20:56:19.032256] [INFO ] [LOCAL     ] WTO: Saved forecast.
[2025-12-04T20:56:19.032323] [INFO ] [main      ] WTO: Signal=1 (Conf=100.0%), Magnitude=-233.52% (Conf=54.0466%)
[2025-12-04T20:56:19.032690] [INFO ] [main      ] Fetching symbol history for BHRB...
[2025-12-04T20:56:19.032739] [DEBUG] [REMOTE    ] BHRB: Fetching historical data.
[2025-12-04T20:56:19.033664] [INFO ] [main      ] Progress: 55/970 forecasts completed (5.7%). WTO finished in 0.7s. ETA: 2m 35s. Rate: 353.26 forecasts/min
[2025-12-04T20:56:19.044962] [DEBUG] [REMOTE    ] BHRB: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:19.046022] [DEBUG] [LOCAL     ] Loaded configuration for BHRB: 5 features, N/A% accuracy
[2025-12-04T20:56:19.046072] [INFO ] [LOCAL     ] BHRB: Loaded 5 optimal features with 52.06% confidence from JSON config
[2025-12-04T20:56:19.046103] [DEBUG] [MAG       ] Building data for symbol: BHRB with lookback: 0
[2025-12-04T20:56:19.046888] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:56:19.046946] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:19.048617] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:56:19.049100] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:19.049544] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:56:19.050435] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-04T20:56:19.063035] [DEBUG] [MAG       ] RMBS: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:19.123762] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:19.135557] [DEBUG] [MAG       ] CVNA: Last date is validated at 2025-12-04
[2025-12-04T20:56:19.150749] [DEBUG] [MAG       ] HY: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:19.174488] [INFO ] [LOCAL     ] RMBS: Saved forecast.
[2025-12-04T20:56:19.174557] [INFO ] [main      ] RMBS: Signal=1 (Conf=100.0%), Magnitude=2.14% (Conf=48.4655%)
[2025-12-04T20:56:19.174740] [INFO ] [main      ] Fetching symbol history for ASO...
[2025-12-04T20:56:19.174785] [DEBUG] [REMOTE    ] ASO: Fetching historical data.
[2025-12-04T20:56:19.177667] [INFO ] [main      ] Progress: 56/970 forecasts completed (5.8%). RMBS finished in 0.7s. ETA: 2m 35s. Rate: 354.23 forecasts/min
[2025-12-04T20:56:19.187053] [DEBUG] [REMOTE    ] ASO: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:19.188039] [DEBUG] [LOCAL     ] Loaded configuration for ASO: 11 features, N/A% accuracy
[2025-12-04T20:56:19.188093] [INFO ] [LOCAL     ] ASO: Loaded 11 optimal features with 51.85% confidence from JSON config
[2025-12-04T20:56:19.188125] [DEBUG] [MAG       ] Building data for symbol: ASO with lookback: 0
[2025-12-04T20:56:19.188988] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-12-04T20:56:19.189053] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:19.193817] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:56:19.194617] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:56:19.255866] [INFO ] [LOCAL     ] HY: Saved forecast.
[2025-12-04T20:56:19.255958] [INFO ] [main      ] HY: Signal=1 (Conf=100.0%), Magnitude=16.93% (Conf=48.9122%)
[2025-12-04T20:56:19.256414] [INFO ] [main      ] Fetching symbol history for IMNN...
[2025-12-04T20:56:19.256632] [INFO ] [main      ] Progress: 57/970 forecasts completed (5.9%). HY finished in 0.9s. ETA: 2m 33s. Rate: 357.57 forecasts/min
[2025-12-04T20:56:19.256468] [DEBUG] [REMOTE    ] IMNN: Fetching historical data.
[2025-12-04T20:56:19.273996] [DEBUG] [REMOTE    ] IMNN: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:19.275251] [DEBUG] [LOCAL     ] Loaded configuration for IMNN: 5 features, N/A% accuracy
[2025-12-04T20:56:19.275305] [INFO ] [LOCAL     ] IMNN: Loaded 5 optimal features with 51.58% confidence from JSON config
[2025-12-04T20:56:19.275338] [DEBUG] [MAG       ] Building data for symbol: IMNN with lookback: 0
[2025-12-04T20:56:19.276331] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:56:19.276395] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:19.281659] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:19.283560] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:56:19.284110] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:56:19.284901] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-04T20:56:19.286759] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:19.299373] [DEBUG] [MAG       ] CVNA: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:19.301977] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:56:19.341125] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-04T20:56:19.359710] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:19.361808] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:56:19.362307] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:56:19.363383] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:56:19.365072] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:56:19.366097] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:56:19.366826] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:19.433097] [INFO ] [LOCAL     ] CVNA: Saved forecast.
[2025-12-04T20:56:19.433171] [INFO ] [main      ] CVNA: Signal=1 (Conf=100.0%), Magnitude=-0.43% (Conf=54.7966%)
[2025-12-04T20:56:19.433530] [INFO ] [main      ] Progress: 58/970 forecasts completed (6.0%). CVNA finished in 0.7s. ETA: 2m 33s. Rate: 357.24 forecasts/min
[2025-12-04T20:56:19.433668] [INFO ] [main      ] Fetching symbol history for GEL...
[2025-12-04T20:56:19.433711] [DEBUG] [REMOTE    ] GEL: Fetching historical data.
[2025-12-04T20:56:19.444171] [DEBUG] [REMOTE    ] GEL: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:19.445164] [DEBUG] [LOCAL     ] Loaded configuration for GEL: 12 features, N/A% accuracy
[2025-12-04T20:56:19.445218] [INFO ] [LOCAL     ] GEL: Loaded 12 optimal features with 36.11% confidence from JSON config
[2025-12-04T20:56:19.445249] [DEBUG] [MAG       ] Building data for symbol: GEL with lookback: 0
[2025-12-04T20:56:19.446047] [DEBUG] [FEATURES  ] DataBuilder: Executing 12 feature methods.
[2025-12-04T20:56:19.446110] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:19.450909] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:19.452646] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:56:19.453116] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:19.453502] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:56:19.454222] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-04T20:56:19.460337] [DEBUG] [MAG       ] BHRB: Last date is validated at 2025-12-04
[2025-12-04T20:56:19.501010] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-04T20:56:19.573857] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:56:19.574336] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:56:19.575333] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:56:19.576925] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:56:19.577943] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:56:19.578635] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:19.623796] [DEBUG] [MAG       ] BHRB: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:19.643347] [DEBUG] [MAG       ] IMNN: Last date is validated at 2025-12-04
[2025-12-04T20:56:19.699768] [DEBUG] [MAG       ] ASO: Last date is validated at 2025-12-04
[2025-12-04T20:56:19.709305] [INFO ] [LOCAL     ] BHRB: Saved forecast.
[2025-12-04T20:56:19.709372] [INFO ] [main      ] BHRB: Signal=1 (Conf=100.0%), Magnitude=3.36% (Conf=52.0623%)
[2025-12-04T20:56:19.709762] [INFO ] [main      ] Fetching symbol history for PWP...
[2025-12-04T20:56:19.709813] [DEBUG] [REMOTE    ] PWP: Fetching historical data.
[2025-12-04T20:56:19.710649] [INFO ] [main      ] Progress: 59/970 forecasts completed (6.1%). BHRB finished in 0.7s. ETA: 2m 35s. Rate: 353.35 forecasts/min
[2025-12-04T20:56:19.722560] [DEBUG] [REMOTE    ] PWP: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:19.723527] [DEBUG] [LOCAL     ] Loaded configuration for PWP: 3 features, N/A% accuracy
[2025-12-04T20:56:19.723603] [INFO ] [LOCAL     ] PWP: Loaded 3 optimal features with 50.79% confidence from JSON config
[2025-12-04T20:56:19.723647] [DEBUG] [MAG       ] Building data for symbol: PWP with lookback: 0
[2025-12-04T20:56:19.724419] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:56:19.724475] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:56:19.725356] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:56:19.727780] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:56:19.729077] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:19.822199] [DEBUG] [MAG       ] IMNN: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:19.863241] [DEBUG] [MAG       ] ASO: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:19.905554] [DEBUG] [MAG       ] GEL: Last date is validated at 2025-12-04
[2025-12-04T20:56:19.951188] [INFO ] [LOCAL     ] IMNN: Saved forecast.
[2025-12-04T20:56:19.951262] [INFO ] [main      ] IMNN: Signal=1 (Conf=100.0%), Magnitude=8.48% (Conf=51.5751%)
[2025-12-04T20:56:19.951432] [INFO ] [main      ] Fetching symbol history for BPYPO...
[2025-12-04T20:56:19.951478] [DEBUG] [REMOTE    ] BPYPO: Fetching historical data.
[2025-12-04T20:56:19.951954] [INFO ] [main      ] Progress: 60/970 forecasts completed (6.2%). IMNN finished in 0.7s. ETA: 2m 36s. Rate: 350.88 forecasts/min
[2025-12-04T20:56:19.963009] [DEBUG] [REMOTE    ] BPYPO: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:19.963940] [DEBUG] [LOCAL     ] Loaded configuration for BPYPO: 10 features, N/A% accuracy
[2025-12-04T20:56:19.963994] [INFO ] [LOCAL     ] BPYPO: Loaded 10 optimal features with 46.20% confidence from JSON config
[2025-12-04T20:56:19.964042] [DEBUG] [MAG       ] Building data for symbol: BPYPO with lookback: 0
[2025-12-04T20:56:19.965284] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-04T20:56:19.965353] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:19.967228] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:56:19.967799] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:19.968093] [INFO ] [LOCAL     ] ASO: Saved forecast.
[2025-12-04T20:56:19.968158] [INFO ] [main      ] ASO: Signal=1 (Conf=100.0%), Magnitude=-0.83% (Conf=51.8501%)
[2025-12-04T20:56:19.968266] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:56:19.968336] [INFO ] [main      ] Fetching symbol history for INTZ...
[2025-12-04T20:56:19.968379] [DEBUG] [REMOTE    ] INTZ: Fetching historical data.
[2025-12-04T20:56:19.969121] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:56:19.969619] [INFO ] [main      ] Progress: 61/970 forecasts completed (6.3%). ASO finished in 0.8s. ETA: 2m 33s. Rate: 356.12 forecasts/min
[2025-12-04T20:56:19.972357] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-04T20:56:19.973098] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-04T20:56:19.974950] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-04T20:56:19.980538] [DEBUG] [REMOTE    ] INTZ: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:19.981380] [DEBUG] [LOCAL     ] Loaded configuration for INTZ: 7 features, N/A% accuracy
[2025-12-04T20:56:19.981434] [INFO ] [LOCAL     ] INTZ: Loaded 7 optimal features with 39.49% confidence from JSON config
[2025-12-04T20:56:19.981467] [DEBUG] [MAG       ] Building data for symbol: INTZ with lookback: 0
[2025-12-04T20:56:19.982290] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-04T20:56:19.982352] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:19.987055] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:19.988827] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:56:19.989296] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:56:19.994852] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:56:19.996205] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-04T20:56:19.997905] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:20.027766] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-04T20:56:20.032052] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-04T20:56:20.033199] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-04T20:56:20.050760] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:20.060587] [DEBUG] [MAG       ] PWP: Last date is validated at 2025-12-04
[2025-12-04T20:56:20.070337] [DEBUG] [MAG       ] GEL: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:20.144772] [INFO ] [LOCAL     ] GEL: Saved forecast.
[2025-12-04T20:56:20.144840] [INFO ] [main      ] GEL: Signal=1 (Conf=100.0%), Magnitude=2.09% (Conf=36.1082%)
[2025-12-04T20:56:20.145203] [INFO ] [main      ] Fetching symbol history for MBX...
[2025-12-04T20:56:20.145252] [DEBUG] [REMOTE    ] MBX: Fetching historical data.
[2025-12-04T20:56:20.146087] [INFO ] [main      ] Progress: 62/970 forecasts completed (6.4%). GEL finished in 0.7s. ETA: 2m 33s. Rate: 355.85 forecasts/min
[2025-12-04T20:56:20.156881] [DEBUG] [REMOTE    ] MBX: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:20.157722] [DEBUG] [LOCAL     ] Loaded configuration for MBX: 2 features, N/A% accuracy
[2025-12-04T20:56:20.157772] [INFO ] [LOCAL     ] MBX: Loaded 2 optimal features with 50.48% confidence from JSON config
[2025-12-04T20:56:20.157804] [DEBUG] [MAG       ] Building data for symbol: MBX with lookback: 0
[2025-12-04T20:56:20.158614] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:56:20.158669] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-04T20:56:20.159759] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-04T20:56:20.165303] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:20.223463] [DEBUG] [MAG       ] PWP: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:20.302022] [INFO ] [LOCAL     ] PWP: Saved forecast.
[2025-12-04T20:56:20.302090] [INFO ] [main      ] PWP: Signal=1 (Conf=90.0%), Magnitude=1.30% (Conf=50.7922%)
[2025-12-04T20:56:20.302459] [INFO ] [main      ] Fetching symbol history for KKRS...
[2025-12-04T20:56:20.302517] [DEBUG] [REMOTE    ] KKRS: Fetching historical data.
[2025-12-04T20:56:20.302659] [INFO ] [main      ] Progress: 63/970 forecasts completed (6.5%). PWP finished in 0.6s. ETA: 2m 33s. Rate: 356.25 forecasts/min
[2025-12-04T20:56:20.315141] [DEBUG] [REMOTE    ] KKRS: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:20.316227] [DEBUG] [LOCAL     ] Loaded configuration for KKRS: 5 features, N/A% accuracy
[2025-12-04T20:56:20.316277] [INFO ] [LOCAL     ] KKRS: Loaded 5 optimal features with 61.50% confidence from JSON config
[2025-12-04T20:56:20.316308] [DEBUG] [MAG       ] Building data for symbol: KKRS with lookback: 0
[2025-12-04T20:56:20.317133] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:56:20.317193] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:20.318949] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:56:20.319438] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:20.319869] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-04T20:56:20.324116] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-04T20:56:20.325258] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:20.363864] [DEBUG] [MAG       ] BPYPO: Last date is validated at 2025-12-04
[2025-12-04T20:56:20.385098] [DEBUG] [MAG       ] INTZ: Last date is validated at 2025-12-04
[2025-12-04T20:56:20.495610] [DEBUG] [MAG       ] MBX: Last date is validated at 2025-12-04
[2025-12-04T20:56:20.544182] [DEBUG] [MAG       ] BPYPO: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:20.551118] [DEBUG] [MAG       ] INTZ: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:20.625618] [INFO ] [LOCAL     ] INTZ: Saved forecast.
[2025-12-04T20:56:20.625691] [INFO ] [main      ] INTZ: Signal=1 (Conf=90.0%), Magnitude=5.73% (Conf=39.4929%)
[2025-12-04T20:56:20.625855] [INFO ] [main      ] Fetching symbol history for CMRE...
[2025-12-04T20:56:20.625898] [DEBUG] [REMOTE    ] CMRE: Fetching historical data.
[2025-12-04T20:56:20.627647] [INFO ] [main      ] Progress: 64/970 forecasts completed (6.6%). INTZ finished in 0.7s. ETA: 2m 35s. Rate: 351.15 forecasts/min
[2025-12-04T20:56:20.637509] [DEBUG] [REMOTE    ] CMRE: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:20.638710] [DEBUG] [LOCAL     ] Loaded configuration for CMRE: 7 features, N/A% accuracy
[2025-12-04T20:56:20.638764] [INFO ] [LOCAL     ] CMRE: Loaded 7 optimal features with 49.75% confidence from JSON config
[2025-12-04T20:56:20.638794] [DEBUG] [MAG       ] Building data for symbol: CMRE with lookback: 0
[2025-12-04T20:56:20.639652] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-04T20:56:20.639713] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:20.644452] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:56:20.646896] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:56:20.656665] [DEBUG] [MAG       ] KKRS: Last date is validated at 2025-12-04
[2025-12-04T20:56:20.658610] [DEBUG] [MAG       ] MBX: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:20.673807] [INFO ] [LOCAL     ] BPYPO: Saved forecast.
[2025-12-04T20:56:20.673882] [INFO ] [main      ] BPYPO: Signal=1 (Conf=90.0%), Magnitude=0.26% (Conf=46.2004%)
[2025-12-04T20:56:20.674046] [INFO ] [main      ] Fetching symbol history for KURA...
[2025-12-04T20:56:20.674090] [DEBUG] [REMOTE    ] KURA: Fetching historical data.
[2025-12-04T20:56:20.675626] [INFO ] [main      ] Progress: 65/970 forecasts completed (6.7%). BPYPO finished in 0.7s. ETA: 2m 33s. Rate: 355.08 forecasts/min
[2025-12-04T20:56:20.686812] [DEBUG] [REMOTE    ] KURA: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:20.687861] [DEBUG] [LOCAL     ] Loaded configuration for KURA: 2 features, N/A% accuracy
[2025-12-04T20:56:20.687913] [INFO ] [LOCAL     ] KURA: Loaded 2 optimal features with 54.42% confidence from JSON config
[2025-12-04T20:56:20.687944] [DEBUG] [MAG       ] Building data for symbol: KURA with lookback: 0
[2025-12-04T20:56:20.688911] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:56:20.688968] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-04T20:56:20.691383] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:20.693200] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:20.750306] [INFO ] [LOCAL     ] MBX: Saved forecast.
[2025-12-04T20:56:20.750383] [INFO ] [main      ] MBX: Signal=1 (Conf=90.0%), Magnitude=4.82% (Conf=50.4812%)
[2025-12-04T20:56:20.750757] [INFO ] [main      ] Progress: 66/970 forecasts completed (6.8%). MBX finished in 0.6s. ETA: 2m 31s. Rate: 358.09 forecasts/min
[2025-12-04T20:56:20.750881] [INFO ] [main      ] Fetching symbol history for APRE...
[2025-12-04T20:56:20.750923] [DEBUG] [REMOTE    ] APRE: Fetching historical data.
[2025-12-04T20:56:20.753380] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:56:20.755302] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-04T20:56:20.761246] [DEBUG] [REMOTE    ] APRE: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:20.762022] [DEBUG] [LOCAL     ] Loaded configuration for APRE: 5 features, N/A% accuracy
[2025-12-04T20:56:20.762072] [INFO ] [LOCAL     ] APRE: Loaded 5 optimal features with 60.93% confidence from JSON config
[2025-12-04T20:56:20.762103] [DEBUG] [MAG       ] Building data for symbol: APRE with lookback: 0
[2025-12-04T20:56:20.762863] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:56:20.762921] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:20.768332] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:20.770118] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:56:20.770612] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:20.771187] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-04T20:56:20.771783] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:20.804340] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-04T20:56:20.807078] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:56:20.808092] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:20.823455] [DEBUG] [MAG       ] KKRS: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:20.883169] [INFO ] [LOCAL     ] KKRS: Saved forecast.
[2025-12-04T20:56:20.883237] [INFO ] [main      ] KKRS: Signal=1 (Conf=90.0%), Magnitude=0.16% (Conf=61.5009%)
[2025-12-04T20:56:20.883607] [INFO ] [main      ] Fetching symbol history for FOLD...
[2025-12-04T20:56:20.883658] [DEBUG] [REMOTE    ] FOLD: Fetching historical data.
[2025-12-04T20:56:20.883646] [INFO ] [main      ] Progress: 67/970 forecasts completed (6.9%). KKRS finished in 0.6s. ETA: 2m 31s. Rate: 359.20 forecasts/min
[2025-12-04T20:56:20.896401] [DEBUG] [REMOTE    ] FOLD: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:20.897496] [DEBUG] [LOCAL     ] Loaded configuration for FOLD: 4 features, N/A% accuracy
[2025-12-04T20:56:20.897548] [INFO ] [LOCAL     ] FOLD: Loaded 4 optimal features with 58.75% confidence from JSON config
[2025-12-04T20:56:20.897598] [DEBUG] [MAG       ] Building data for symbol: FOLD with lookback: 0
[2025-12-04T20:56:20.898423] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:56:20.898492] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:20.903206] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:20.904940] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:56:20.905408] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:56:20.906267] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:21.038720] [DEBUG] [MAG       ] KURA: Last date is validated at 2025-12-04
[2025-12-04T20:56:21.184970] [DEBUG] [MAG       ] APRE: Last date is validated at 2025-12-04
[2025-12-04T20:56:21.206114] [DEBUG] [MAG       ] KURA: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:21.261495] [DEBUG] [MAG       ] CMRE: Last date is validated at 2025-12-04
[2025-12-04T20:56:21.278205] [INFO ] [LOCAL     ] KURA: Saved forecast.
[2025-12-04T20:56:21.278314] [INFO ] [main      ] KURA: Signal=1 (Conf=90.0%), Magnitude=-1.39% (Conf=54.425%)
[2025-12-04T20:56:21.278917] [INFO ] [main      ] Fetching symbol history for KDP...
[2025-12-04T20:56:21.278970] [DEBUG] [REMOTE    ] KDP: Fetching historical data.
[2025-12-04T20:56:21.279673] [INFO ] [main      ] Progress: 68/970 forecasts completed (7.0%). KURA finished in 0.6s. ETA: 2m 34s. Rate: 352.10 forecasts/min
[2025-12-04T20:56:21.292200] [DEBUG] [REMOTE    ] KDP: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:21.293494] [DEBUG] [LOCAL     ] Loaded configuration for KDP: 6 features, N/A% accuracy
[2025-12-04T20:56:21.293549] [INFO ] [LOCAL     ] KDP: Loaded 6 optimal features with 60.41% confidence from JSON config
[2025-12-04T20:56:21.293600] [DEBUG] [MAG       ] Building data for symbol: KDP with lookback: 0
[2025-12-04T20:56:21.294568] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:56:21.294648] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:21.296451] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:56:21.297158] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:21.297589] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:56:21.340495] [DEBUG] [MAG       ] FOLD: Last date is validated at 2025-12-04
[2025-12-04T20:56:21.351758] [DEBUG] [MAG       ] APRE: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:21.409927] [INFO ] [LOCAL     ] APRE: Saved forecast.
[2025-12-04T20:56:21.409998] [INFO ] [main      ] APRE: Signal=1 (Conf=90.0%), Magnitude=3.12% (Conf=60.9254%)
[2025-12-04T20:56:21.410394] [INFO ] [main      ] Progress: 69/970 forecasts completed (7.1%). APRE finished in 0.7s. ETA: 2m 33s. Rate: 353.30 forecasts/min
[2025-12-04T20:56:21.410524] [INFO ] [main      ] Fetching symbol history for CARS...
[2025-12-04T20:56:21.410566] [DEBUG] [REMOTE    ] CARS: Fetching historical data.
[2025-12-04T20:56:21.413453] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-04T20:56:21.421438] [DEBUG] [REMOTE    ] CARS: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:21.422223] [DEBUG] [LOCAL     ] Loaded configuration for CARS: 2 features, N/A% accuracy
[2025-12-04T20:56:21.422271] [INFO ] [LOCAL     ] CARS: Loaded 2 optimal features with 47.87% confidence from JSON config
[2025-12-04T20:56:21.422301] [DEBUG] [MAG       ] Building data for symbol: CARS with lookback: 0
[2025-12-04T20:56:21.423082] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:56:21.423138] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:21.424906] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:56:21.425393] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:21.446386] [DEBUG] [MAG       ] CMRE: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:21.462276] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-04T20:56:21.464609] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:21.512209] [DEBUG] [MAG       ] FOLD: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:21.523690] [INFO ] [LOCAL     ] CMRE: Saved forecast.
[2025-12-04T20:56:21.523760] [INFO ] [main      ] CMRE: Signal=1 (Conf=90.0%), Magnitude=2.14% (Conf=49.7533%)
[2025-12-04T20:56:21.523933] [INFO ] [main      ] Fetching symbol history for PBM...
[2025-12-04T20:56:21.523978] [DEBUG] [REMOTE    ] PBM: Fetching historical data.
[2025-12-04T20:56:21.524850] [INFO ] [main      ] Progress: 70/970 forecasts completed (7.2%). CMRE finished in 0.9s. ETA: 2m 32s. Rate: 354.95 forecasts/min
[2025-12-04T20:56:21.535696] [DEBUG] [REMOTE    ] PBM: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:21.536682] [DEBUG] [LOCAL     ] Loaded configuration for PBM: 5 features, N/A% accuracy
[2025-12-04T20:56:21.536761] [INFO ] [LOCAL     ] PBM: Loaded 5 optimal features with 36.34% confidence from JSON config
[2025-12-04T20:56:21.536793] [DEBUG] [MAG       ] Building data for symbol: PBM with lookback: 0
[2025-12-04T20:56:21.537663] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:56:21.537730] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:21.543424] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:21.545424] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:56:21.545956] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:21.546343] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:56:21.547254] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:21.577529] [INFO ] [LOCAL     ] FOLD: Saved forecast.
[2025-12-04T20:56:21.577628] [INFO ] [main      ] FOLD: Signal=1 (Conf=90.0%), Magnitude=1.74% (Conf=58.7518%)
[2025-12-04T20:56:21.578050] [INFO ] [main      ] Fetching symbol history for GPIX...
[2025-12-04T20:56:21.578114] [DEBUG] [REMOTE    ] GPIX: Fetching historical data.
[2025-12-04T20:56:21.578632] [INFO ] [main      ] Progress: 71/970 forecasts completed (7.3%). FOLD finished in 0.7s. ETA: 2m 31s. Rate: 358.39 forecasts/min
[2025-12-04T20:56:21.591782] [DEBUG] [REMOTE    ] GPIX: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:21.592614] [DEBUG] [LOCAL     ] Loaded configuration for GPIX: 7 features, N/A% accuracy
[2025-12-04T20:56:21.592665] [INFO ] [LOCAL     ] GPIX: Loaded 7 optimal features with 73.62% confidence from JSON config
[2025-12-04T20:56:21.592696] [DEBUG] [MAG       ] Building data for symbol: GPIX with lookback: 0
[2025-12-04T20:56:21.593497] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-04T20:56:21.593558] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:21.599014] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:21.600862] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:56:21.601368] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:21.601814] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:56:21.602769] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:56:21.605214] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-04T20:56:21.605878] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:21.755992] [DEBUG] [MAG       ] CARS: Last date is validated at 2025-12-04
[2025-12-04T20:56:21.901942] [DEBUG] [MAG       ] PBM: Last date is validated at 2025-12-04
[2025-12-04T20:56:21.922925] [DEBUG] [MAG       ] CARS: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:21.954833] [DEBUG] [MAG       ] GPIX: Last date is validated at 2025-12-04
[2025-12-04T20:56:21.964532] [DEBUG] [MAG       ] KDP: Last date is validated at 2025-12-04
[2025-12-04T20:56:21.991047] [INFO ] [LOCAL     ] CARS: Saved forecast.
[2025-12-04T20:56:21.991132] [INFO ] [main      ] CARS: Signal=1 (Conf=90.0%), Magnitude=-7.71% (Conf=47.8687%)
[2025-12-04T20:56:21.992060] [INFO ] [main      ] Progress: 72/970 forecasts completed (7.4%). CARS finished in 0.6s. ETA: 2m 33s. Rate: 351.22 forecasts/min
[2025-12-04T20:56:21.992210] [INFO ] [main      ] Fetching symbol history for MA...
[2025-12-04T20:56:21.992262] [DEBUG] [REMOTE    ] MA: Fetching historical data.
[2025-12-04T20:56:22.003946] [DEBUG] [REMOTE    ] MA: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:22.004971] [DEBUG] [LOCAL     ] Loaded configuration for MA: 2 features, N/A% accuracy
[2025-12-04T20:56:22.005026] [INFO ] [LOCAL     ] MA: Loaded 2 optimal features with 57.44% confidence from JSON config
[2025-12-04T20:56:22.005059] [DEBUG] [MAG       ] Building data for symbol: MA with lookback: 0
[2025-12-04T20:56:22.005872] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:56:22.005931] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:22.010990] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-04T20:56:22.013861] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:22.080917] [DEBUG] [MAG       ] PBM: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:22.132211] [DEBUG] [MAG       ] GPIX: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:22.143008] [DEBUG] [MAG       ] KDP: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:22.188654] [INFO ] [LOCAL     ] PBM: Saved forecast.
[2025-12-04T20:56:22.188730] [INFO ] [main      ] PBM: Signal=1 (Conf=90.0%), Magnitude=-2.71% (Conf=36.3447%)
[2025-12-04T20:56:22.188899] [INFO ] [main      ] Fetching symbol history for LASE...
[2025-12-04T20:56:22.188943] [DEBUG] [REMOTE    ] LASE: Fetching historical data.
[2025-12-04T20:56:22.190142] [INFO ] [main      ] Progress: 73/970 forecasts completed (7.5%). PBM finished in 0.7s. ETA: 2m 34s. Rate: 350.46 forecasts/min
[2025-12-04T20:56:22.201034] [DEBUG] [REMOTE    ] LASE: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:22.201780] [DEBUG] [LOCAL     ] Loaded configuration for LASE: 2 features, N/A% accuracy
[2025-12-04T20:56:22.201832] [INFO ] [LOCAL     ] LASE: Loaded 2 optimal features with 59.73% confidence from JSON config
[2025-12-04T20:56:22.201865] [DEBUG] [MAG       ] Building data for symbol: LASE with lookback: 0
[2025-12-04T20:56:22.202723] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:56:22.202782] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:56:22.205288] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:56:22.218357] [INFO ] [LOCAL     ] GPIX: Saved forecast.
[2025-12-04T20:56:22.218437] [INFO ] [main      ] GPIX: Signal=1 (Conf=90.0%), Magnitude=0.56% (Conf=73.6211%)
[2025-12-04T20:56:22.218868] [INFO ] [main      ] Fetching symbol history for PHK...
[2025-12-04T20:56:22.218920] [DEBUG] [REMOTE    ] PHK: Fetching historical data.
[2025-12-04T20:56:22.219719] [INFO ] [main      ] Progress: 74/970 forecasts completed (7.6%). GPIX finished in 0.6s. ETA: 2m 32s. Rate: 354.42 forecasts/min
[2025-12-04T20:56:22.227051] [INFO ] [LOCAL     ] KDP: Saved forecast.
[2025-12-04T20:56:22.227136] [INFO ] [main      ] KDP: Signal=1 (Conf=90.0%), Magnitude=2.64% (Conf=60.414%)
[2025-12-04T20:56:22.227684] [INFO ] [main      ] Progress: 75/970 forecasts completed (7.7%). KDP finished in 0.9s. ETA: 2m 30s. Rate: 358.98 forecasts/min
[2025-12-04T20:56:22.227928] [INFO ] [main      ] Fetching symbol history for BHC...
[2025-12-04T20:56:22.227981] [DEBUG] [REMOTE    ] BHC: Fetching historical data.
[2025-12-04T20:56:22.232055] [DEBUG] [REMOTE    ] PHK: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:22.232904] [DEBUG] [LOCAL     ] Loaded configuration for PHK: 3 features, N/A% accuracy
[2025-12-04T20:56:22.232955] [INFO ] [LOCAL     ] PHK: Loaded 3 optimal features with 26.52% confidence from JSON config
[2025-12-04T20:56:22.232997] [DEBUG] [MAG       ] Building data for symbol: PHK with lookback: 0
[2025-12-04T20:56:22.233921] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:56:22.233979] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:22.238885] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:56:22.239718] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:56:22.241999] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:22.243020] [DEBUG] [REMOTE    ] BHC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:22.244424] [DEBUG] [LOCAL     ] Loaded configuration for BHC: 7 features, N/A% accuracy
[2025-12-04T20:56:22.244490] [INFO ] [LOCAL     ] BHC: Loaded 7 optimal features with 49.01% confidence from JSON config
[2025-12-04T20:56:22.244525] [DEBUG] [MAG       ] Building data for symbol: BHC with lookback: 0
[2025-12-04T20:56:22.245536] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-04T20:56:22.245622] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:56:22.246506] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:22.246447] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-04T20:56:22.251559] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-04T20:56:22.254395] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:22.256548] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:56:22.257181] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:56:22.258707] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-04T20:56:22.260811] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:22.348426] [DEBUG] [MAG       ] MA: Last date is validated at 2025-12-04
[2025-12-04T20:56:22.513026] [DEBUG] [MAG       ] MA: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:22.585484] [DEBUG] [MAG       ] PHK: Last date is validated at 2025-12-04
[2025-12-04T20:56:22.601759] [DEBUG] [MAG       ] LASE: Last date is validated at 2025-12-04
[2025-12-04T20:56:22.621243] [DEBUG] [MAG       ] BHC: Last date is validated at 2025-12-04
[2025-12-04T20:56:22.670928] [INFO ] [LOCAL     ] MA: Saved forecast.
[2025-12-04T20:56:22.671006] [INFO ] [main      ] MA: Signal=1 (Conf=90.0%), Magnitude=-0.15% (Conf=57.4444%)
[2025-12-04T20:56:22.671449] [INFO ] [main      ] Fetching symbol history for ISSC...
[2025-12-04T20:56:22.671500] [DEBUG] [REMOTE    ] ISSC: Fetching historical data.
[2025-12-04T20:56:22.671711] [INFO ] [main      ] Progress: 76/970 forecasts completed (7.8%). MA finished in 0.7s. ETA: 2m 33s. Rate: 351.32 forecasts/min
[2025-12-04T20:56:22.682637] [DEBUG] [REMOTE    ] ISSC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:22.683523] [DEBUG] [LOCAL     ] Loaded configuration for ISSC: 3 features, N/A% accuracy
[2025-12-04T20:56:22.683602] [INFO ] [LOCAL     ] ISSC: Loaded 3 optimal features with 70.26% confidence from JSON config
[2025-12-04T20:56:22.683636] [DEBUG] [MAG       ] Building data for symbol: ISSC with lookback: 0
[2025-12-04T20:56:22.684388] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:56:22.684444] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:22.689175] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:56:22.727814] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-04T20:56:22.730346] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:22.752434] [DEBUG] [MAG       ] PHK: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:22.783938] [DEBUG] [MAG       ] LASE: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:22.799143] [DEBUG] [MAG       ] BHC: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:22.807161] [INFO ] [LOCAL     ] PHK: Saved forecast.
[2025-12-04T20:56:22.807235] [INFO ] [main      ] PHK: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=26.5154%)
[2025-12-04T20:56:22.807407] [INFO ] [main      ] Fetching symbol history for FUND...
[2025-12-04T20:56:22.807452] [DEBUG] [REMOTE    ] FUND: Fetching historical data.
[2025-12-04T20:56:22.808709] [INFO ] [main      ] Progress: 77/970 forecasts completed (7.9%). PHK finished in 0.6s. ETA: 2m 32s. Rate: 352.23 forecasts/min
[2025-12-04T20:56:22.820543] [DEBUG] [REMOTE    ] FUND: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:22.823101] [DEBUG] [LOCAL     ] Loaded configuration for FUND: 0 features, N/A% accuracy
[2025-12-04T20:56:22.823155] [INFO ] [LOCAL     ] FUND: Loaded 0 optimal features with 39.62% confidence from JSON config
[2025-12-04T20:56:22.823186] [DEBUG] [MAG       ] Building data for symbol: FUND with lookback: 0
[2025-12-04T20:56:22.823997] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-04T20:56:22.864799] [INFO ] [LOCAL     ] LASE: Saved forecast.
[2025-12-04T20:56:22.864872] [INFO ] [main      ] LASE: Signal=1 (Conf=90.0%), Magnitude=-16.47% (Conf=59.7292%)
[2025-12-04T20:56:22.865038] [INFO ] [main      ] Fetching symbol history for TGLS...
[2025-12-04T20:56:22.865088] [DEBUG] [REMOTE    ] TGLS: Fetching historical data.
[2025-12-04T20:56:22.866754] [INFO ] [main      ] Progress: 78/970 forecasts completed (8.0%). LASE finished in 0.7s. ETA: 2m 31s. Rate: 355.23 forecasts/min
[2025-12-04T20:56:22.872500] [INFO ] [LOCAL     ] BHC: Saved forecast.
[2025-12-04T20:56:22.872629] [INFO ] [main      ] BHC: Signal=1 (Conf=90.0%), Magnitude=6.09% (Conf=49.0143%)
[2025-12-04T20:56:22.873104] [INFO ] [main      ] Progress: 79/970 forecasts completed (8.1%). BHC finished in 0.6s. ETA: 2m 29s. Rate: 359.61 forecasts/min
[2025-12-04T20:56:22.873253] [INFO ] [main      ] Fetching symbol history for BSX...
[2025-12-04T20:56:22.873298] [DEBUG] [REMOTE    ] BSX: Fetching historical data.
[2025-12-04T20:56:22.876485] [DEBUG] [REMOTE    ] TGLS: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:22.877400] [DEBUG] [LOCAL     ] Loaded configuration for TGLS: 8 features, N/A% accuracy
[2025-12-04T20:56:22.877449] [INFO ] [LOCAL     ] TGLS: Loaded 8 optimal features with 53.00% confidence from JSON config
[2025-12-04T20:56:22.877480] [DEBUG] [MAG       ] Building data for symbol: TGLS with lookback: 0
[2025-12-04T20:56:22.878320] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-04T20:56:22.878381] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:22.880083] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:56:22.880594] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:56:22.881022] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:22.881398] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:56:22.882147] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:56:22.887802] [DEBUG] [REMOTE    ] BSX: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:22.888873] [DEBUG] [LOCAL     ] Loaded configuration for BSX: 8 features, N/A% accuracy
[2025-12-04T20:56:22.888931] [INFO ] [LOCAL     ] BSX: Loaded 8 optimal features with 48.01% confidence from JSON config
[2025-12-04T20:56:22.888963] [DEBUG] [MAG       ] Building data for symbol: BSX with lookback: 0
[2025-12-04T20:56:22.889948] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-04T20:56:22.890012] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:22.895249] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:22.897288] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:56:22.897889] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:22.898331] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-04T20:56:22.899138] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-04T20:56:22.901118] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-04T20:56:22.903256] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-04T20:56:22.905135] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:22.992729] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-04T20:56:23.071377] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-04T20:56:23.074408] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:23.088438] [DEBUG] [MAG       ] ISSC: Last date is validated at 2025-12-04
[2025-12-04T20:56:23.167956] [DEBUG] [MAG       ] FUND: Last date is validated at 2025-12-04
[2025-12-04T20:56:23.253045] [DEBUG] [MAG       ] ISSC: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:23.268727] [DEBUG] [MAG       ] BSX: Last date is validated at 2025-12-04
[2025-12-04T20:56:23.330679] [INFO ] [LOCAL     ] ISSC: Saved forecast.
[2025-12-04T20:56:23.330754] [INFO ] [main      ] ISSC: Signal=1 (Conf=90.0%), Magnitude=9.37% (Conf=70.2555%)
[2025-12-04T20:56:23.331182] [INFO ] [main      ] Fetching symbol history for LMBS...
[2025-12-04T20:56:23.331232] [DEBUG] [REMOTE    ] LMBS: Fetching historical data.
[2025-12-04T20:56:23.331701] [INFO ] [main      ] Progress: 80/970 forecasts completed (8.2%). ISSC finished in 0.7s. ETA: 2m 32s. Rate: 351.92 forecasts/min
[2025-12-04T20:56:23.337656] [DEBUG] [MAG       ] FUND: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:23.341787] [DEBUG] [REMOTE    ] LMBS: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:23.342661] [DEBUG] [LOCAL     ] Loaded configuration for LMBS: 4 features, N/A% accuracy
[2025-12-04T20:56:23.342711] [INFO ] [LOCAL     ] LMBS: Loaded 4 optimal features with 46.91% confidence from JSON config
[2025-12-04T20:56:23.342742] [DEBUG] [MAG       ] Building data for symbol: LMBS with lookback: 0
[2025-12-04T20:56:23.343493] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:56:23.343553] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:23.348270] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:23.350040] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:56:23.350498] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:23.350963] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:23.391590] [INFO ] [LOCAL     ] FUND: Saved forecast.
[2025-12-04T20:56:23.391665] [INFO ] [main      ] FUND: Signal=1 (Conf=90.0%), Magnitude=-0.19% (Conf=39.6219%)
[2025-12-04T20:56:23.392026] [INFO ] [main      ] Fetching symbol history for TMCI...
[2025-12-04T20:56:23.392076] [DEBUG] [REMOTE    ] TMCI: Fetching historical data.
[2025-12-04T20:56:23.393748] [INFO ] [main      ] Progress: 81/970 forecasts completed (8.4%). FUND finished in 0.6s. ETA: 2m 30s. Rate: 354.71 forecasts/min
[2025-12-04T20:56:23.405124] [DEBUG] [REMOTE    ] TMCI: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:23.406239] [DEBUG] [LOCAL     ] Loaded configuration for TMCI: 4 features, N/A% accuracy
[2025-12-04T20:56:23.406290] [INFO ] [LOCAL     ] TMCI: Loaded 4 optimal features with 49.26% confidence from JSON config
[2025-12-04T20:56:23.406321] [DEBUG] [MAG       ] Building data for symbol: TMCI with lookback: 0
[2025-12-04T20:56:23.407144] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:56:23.407202] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:23.412120] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:23.413982] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:56:23.414460] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:23.414905] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:23.418666] [DEBUG] [MAG       ] TGLS: Last date is validated at 2025-12-04
[2025-12-04T20:56:23.446824] [DEBUG] [MAG       ] BSX: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:23.560006] [INFO ] [LOCAL     ] BSX: Saved forecast.
[2025-12-04T20:56:23.560092] [INFO ] [main      ] BSX: Signal=1 (Conf=90.0%), Magnitude=3.04% (Conf=48.0086%)
[2025-12-04T20:56:23.560613] [INFO ] [main      ] Fetching symbol history for DVAX...
[2025-12-04T20:56:23.560667] [DEBUG] [REMOTE    ] DVAX: Fetching historical data.
[2025-12-04T20:56:23.561727] [INFO ] [main      ] Progress: 82/970 forecasts completed (8.5%). BSX finished in 0.7s. ETA: 2m 30s. Rate: 354.73 forecasts/min
[2025-12-04T20:56:23.574967] [DEBUG] [REMOTE    ] DVAX: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:23.576406] [DEBUG] [LOCAL     ] Loaded configuration for DVAX: 5 features, N/A% accuracy
[2025-12-04T20:56:23.576468] [INFO ] [LOCAL     ] DVAX: Loaded 5 optimal features with 44.47% confidence from JSON config
[2025-12-04T20:56:23.576503] [DEBUG] [MAG       ] Building data for symbol: DVAX with lookback: 0
[2025-12-04T20:56:23.577508] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:56:23.577570] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:23.582634] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:23.584640] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:56:23.585189] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:56:23.585641] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:23.586045] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:23.589457] [DEBUG] [MAG       ] TGLS: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:23.682983] [DEBUG] [MAG       ] LMBS: Last date is validated at 2025-12-04
[2025-12-04T20:56:23.692452] [INFO ] [LOCAL     ] TGLS: Saved forecast.
[2025-12-04T20:56:23.692531] [INFO ] [main      ] TGLS: Signal=1 (Conf=90.0%), Magnitude=1.60% (Conf=53.0028%)
[2025-12-04T20:56:23.692967] [INFO ] [main      ] Fetching symbol history for CECO...
[2025-12-04T20:56:23.693022] [DEBUG] [REMOTE    ] CECO: Fetching historical data.
[2025-12-04T20:56:23.694682] [INFO ] [main      ] Progress: 83/970 forecasts completed (8.6%). TGLS finished in 0.8s. ETA: 2m 30s. Rate: 355.65 forecasts/min
[2025-12-04T20:56:23.705993] [DEBUG] [REMOTE    ] CECO: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:23.707044] [DEBUG] [LOCAL     ] Loaded configuration for CECO: 7 features, N/A% accuracy
[2025-12-04T20:56:23.707106] [INFO ] [LOCAL     ] CECO: Loaded 7 optimal features with 56.33% confidence from JSON config
[2025-12-04T20:56:23.707146] [DEBUG] [MAG       ] Building data for symbol: CECO with lookback: 0
[2025-12-04T20:56:23.708066] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-04T20:56:23.708128] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:23.713028] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:23.714826] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:56:23.715290] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:23.715699] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:56:23.718067] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-04T20:56:23.719103] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-04T20:56:23.720136] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:23.760186] [DEBUG] [MAG       ] TMCI: Last date is validated at 2025-12-04
[2025-12-04T20:56:23.848690] [DEBUG] [MAG       ] LMBS: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:23.903278] [INFO ] [LOCAL     ] LMBS: Saved forecast.
[2025-12-04T20:56:23.903344] [INFO ] [main      ] LMBS: Signal=1 (Conf=90.0%), Magnitude=0.08% (Conf=46.9091%)
[2025-12-04T20:56:23.903810] [INFO ] [main      ] Fetching symbol history for HIFS...
[2025-12-04T20:56:23.903861] [DEBUG] [REMOTE    ] HIFS: Fetching historical data.
[2025-12-04T20:56:23.904730] [INFO ] [main      ] Progress: 84/970 forecasts completed (8.7%). LMBS finished in 0.6s. ETA: 2m 30s. Rate: 354.62 forecasts/min
[2025-12-04T20:56:23.915896] [DEBUG] [REMOTE    ] HIFS: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:23.916712] [DEBUG] [LOCAL     ] Loaded configuration for HIFS: 9 features, N/A% accuracy
[2025-12-04T20:56:23.916763] [INFO ] [LOCAL     ] HIFS: Loaded 9 optimal features with 58.59% confidence from JSON config
[2025-12-04T20:56:23.916793] [DEBUG] [MAG       ] Building data for symbol: HIFS with lookback: 0
[2025-12-04T20:56:23.917690] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-04T20:56:23.917751] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:23.922398] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:23.924157] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:56:23.924638] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:23.925017] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:56:23.925744] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:56:23.926512] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:56:23.943458] [DEBUG] [MAG       ] TMCI: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:23.946790] [DEBUG] [MAG       ] DVAX: Last date is validated at 2025-12-04
[2025-12-04T20:56:24.009221] [INFO ] [LOCAL     ] TMCI: Saved forecast.
[2025-12-04T20:56:24.009297] [INFO ] [main      ] TMCI: Signal=1 (Conf=90.0%), Magnitude=-3.16% (Conf=49.2561%)
[2025-12-04T20:56:24.009698] [INFO ] [main      ] Fetching symbol history for MSGS...
[2025-12-04T20:56:24.009749] [DEBUG] [REMOTE    ] MSGS: Fetching historical data.
[2025-12-04T20:56:24.010684] [INFO ] [main      ] Progress: 85/970 forecasts completed (8.8%). TMCI finished in 0.6s. ETA: 2m 29s. Rate: 356.18 forecasts/min
[2025-12-04T20:56:24.022603] [DEBUG] [REMOTE    ] MSGS: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:24.023533] [DEBUG] [LOCAL     ] Loaded configuration for MSGS: 7 features, N/A% accuracy
[2025-12-04T20:56:24.023608] [INFO ] [LOCAL     ] MSGS: Loaded 7 optimal features with 39.29% confidence from JSON config
[2025-12-04T20:56:24.023661] [DEBUG] [MAG       ] Building data for symbol: MSGS with lookback: 0
[2025-12-04T20:56:24.024448] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-04T20:56:24.024506] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:24.029201] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:24.030941] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:56:24.031676] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:24.032094] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:56:24.033336] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:56:24.034365] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:56:24.035953] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:56:24.037289] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:24.062281] [DEBUG] [MAG       ] CECO: Last date is validated at 2025-12-04
[2025-12-04T20:56:24.071608] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-04T20:56:24.074441] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:24.127927] [DEBUG] [MAG       ] DVAX: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:24.197279] [INFO ] [LOCAL     ] DVAX: Saved forecast.
[2025-12-04T20:56:24.197363] [INFO ] [main      ] DVAX: Signal=1 (Conf=90.0%), Magnitude=-0.67% (Conf=44.465%)
[2025-12-04T20:56:24.197857] [INFO ] [main      ] Fetching symbol history for HSII...
[2025-12-04T20:56:24.197910] [DEBUG] [REMOTE    ] HSII: Fetching historical data.
[2025-12-04T20:56:24.198980] [INFO ] [main      ] Progress: 86/970 forecasts completed (8.9%). DVAX finished in 0.6s. ETA: 2m 29s. Rate: 355.69 forecasts/min
[2025-12-04T20:56:24.212172] [DEBUG] [REMOTE    ] HSII: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:24.213282] [DEBUG] [LOCAL     ] Loaded configuration for HSII: 8 features, N/A% accuracy
[2025-12-04T20:56:24.213342] [INFO ] [LOCAL     ] HSII: Loaded 8 optimal features with 27.70% confidence from JSON config
[2025-12-04T20:56:24.213373] [DEBUG] [MAG       ] Building data for symbol: HSII with lookback: 0
[2025-12-04T20:56:24.214326] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-04T20:56:24.214390] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:24.219530] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:24.221511] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:56:24.222038] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:24.222435] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-04T20:56:24.223192] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:56:24.223650] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:56:24.224839] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-04T20:56:24.226812] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:24.237113] [DEBUG] [MAG       ] CECO: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:24.329924] [INFO ] [LOCAL     ] CECO: Saved forecast.
[2025-12-04T20:56:24.329994] [INFO ] [main      ] CECO: Signal=1 (Conf=90.0%), Magnitude=-0.86% (Conf=56.334%)
[2025-12-04T20:56:24.330361] [INFO ] [main      ] Fetching symbol history for BDN...
[2025-12-04T20:56:24.330413] [DEBUG] [REMOTE    ] BDN: Fetching historical data.
[2025-12-04T20:56:24.331687] [INFO ] [main      ] Progress: 87/970 forecasts completed (9.0%). CECO finished in 0.6s. ETA: 2m 29s. Rate: 356.57 forecasts/min
[2025-12-04T20:56:24.342624] [DEBUG] [REMOTE    ] BDN: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:24.343630] [DEBUG] [LOCAL     ] Loaded configuration for BDN: 4 features, N/A% accuracy
[2025-12-04T20:56:24.343694] [INFO ] [LOCAL     ] BDN: Loaded 4 optimal features with 54.69% confidence from JSON config
[2025-12-04T20:56:24.343733] [DEBUG] [MAG       ] Building data for symbol: BDN with lookback: 0
[2025-12-04T20:56:24.344537] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:56:24.344621] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:56:24.383706] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-04T20:56:24.387403] [DEBUG] [MAG       ] MSGS: Last date is validated at 2025-12-04
[2025-12-04T20:56:24.412955] [DEBUG] [MAG       ] HIFS: Last date is validated at 2025-12-04
[2025-12-04T20:56:24.435653] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-04T20:56:24.437100] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-04T20:56:24.437814] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:24.577689] [DEBUG] [MAG       ] HIFS: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:24.580959] [DEBUG] [MAG       ] HSII: Last date is validated at 2025-12-04
[2025-12-04T20:56:24.587618] [DEBUG] [MAG       ] MSGS: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:24.712523] [INFO ] [LOCAL     ] MSGS: Saved forecast.
[2025-12-04T20:56:24.712612] [INFO ] [main      ] MSGS: Signal=1 (Conf=90.0%), Magnitude=-1.46% (Conf=39.2888%)
[2025-12-04T20:56:24.712993] [INFO ] [main      ] Fetching symbol history for HWH...
[2025-12-04T20:56:24.713055] [DEBUG] [REMOTE    ] HWH: Fetching historical data.
[2025-12-04T20:56:24.713732] [INFO ] [main      ] Progress: 88/970 forecasts completed (9.1%). MSGS finished in 0.7s. ETA: 2m 31s. Rate: 351.50 forecasts/min
[2025-12-04T20:56:24.727060] [DEBUG] [REMOTE    ] HWH: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:24.728346] [DEBUG] [LOCAL     ] Loaded configuration for HWH: 3 features, N/A% accuracy
[2025-12-04T20:56:24.728404] [INFO ] [LOCAL     ] HWH: Loaded 3 optimal features with 36.71% confidence from JSON config
[2025-12-04T20:56:24.728447] [DEBUG] [MAG       ] Building data for symbol: HWH with lookback: 0
[2025-12-04T20:56:24.728707] [INFO ] [LOCAL     ] HIFS: Saved forecast.
[2025-12-04T20:56:24.728772] [INFO ] [main      ] HIFS: Signal=1 (Conf=90.0%), Magnitude=-2.84% (Conf=58.5888%)
[2025-12-04T20:56:24.729183] [INFO ] [main      ] Progress: 89/970 forecasts completed (9.2%). HIFS finished in 0.8s. ETA: 2m 29s. Rate: 355.12 forecasts/min
[2025-12-04T20:56:24.729344] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:56:24.729397] [INFO ] [main      ] Fetching symbol history for AXON...
[2025-12-04T20:56:24.729411] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:24.729444] [DEBUG] [REMOTE    ] AXON: Fetching historical data.
[2025-12-04T20:56:24.734943] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-04T20:56:24.736104] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-04T20:56:24.739769] [DEBUG] [REMOTE    ] AXON: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:24.740662] [DEBUG] [LOCAL     ] Loaded configuration for AXON: 9 features, N/A% accuracy
[2025-12-04T20:56:24.740712] [INFO ] [LOCAL     ] AXON: Loaded 9 optimal features with 63.61% confidence from JSON config
[2025-12-04T20:56:24.740743] [DEBUG] [MAG       ] Building data for symbol: AXON with lookback: 0
[2025-12-04T20:56:24.740958] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:24.741489] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-04T20:56:24.741549] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:24.746179] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:24.747909] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:56:24.748398] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:56:24.751211] [DEBUG] [MAG       ] HSII: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:24.748850] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:24.752537] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:56:24.754889] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:56:24.779303] [DEBUG] [MAG       ] BDN: Last date is validated at 2025-12-04
[2025-12-04T20:56:24.793031] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-04T20:56:24.795763] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-04T20:56:24.796512] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:24.848570] [INFO ] [LOCAL     ] HSII: Saved forecast.
[2025-12-04T20:56:24.848681] [INFO ] [main      ] HSII: Signal=1 (Conf=90.0%), Magnitude=-0.26% (Conf=27.7045%)
[2025-12-04T20:56:24.849310] [INFO ] [main      ] Fetching symbol history for GTES...
[2025-12-04T20:56:24.849376] [DEBUG] [REMOTE    ] GTES: Fetching historical data.
[2025-12-04T20:56:24.849676] [INFO ] [main      ] Progress: 90/970 forecasts completed (9.3%). HSII finished in 0.7s. ETA: 2m 28s. Rate: 356.26 forecasts/min
[2025-12-04T20:56:24.864796] [DEBUG] [REMOTE    ] GTES: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:24.866335] [DEBUG] [LOCAL     ] Loaded configuration for GTES: 2 features, N/A% accuracy
[2025-12-04T20:56:24.866391] [INFO ] [LOCAL     ] GTES: Loaded 2 optimal features with 47.82% confidence from JSON config
[2025-12-04T20:56:24.866423] [DEBUG] [MAG       ] Building data for symbol: GTES with lookback: 0
[2025-12-04T20:56:24.867395] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:56:24.867459] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:24.873200] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-04T20:56:24.954617] [DEBUG] [MAG       ] BDN: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:24.957737] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:25.014697] [INFO ] [LOCAL     ] BDN: Saved forecast.
[2025-12-04T20:56:25.014772] [INFO ] [main      ] BDN: Signal=1 (Conf=90.0%), Magnitude=0.55% (Conf=54.6938%)
[2025-12-04T20:56:25.014940] [INFO ] [main      ] Fetching symbol history for TBIL...
[2025-12-04T20:56:25.014984] [DEBUG] [REMOTE    ] TBIL: Fetching historical data.
[2025-12-04T20:56:25.016690] [INFO ] [main      ] Progress: 91/970 forecasts completed (9.4%). BDN finished in 0.7s. ETA: 2m 28s. Rate: 356.29 forecasts/min
[2025-12-04T20:56:25.026942] [DEBUG] [REMOTE    ] TBIL: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:25.028098] [DEBUG] [LOCAL     ] Loaded configuration for TBIL: 50 features, N/A% accuracy
[2025-12-04T20:56:25.028149] [INFO ] [LOCAL     ] TBIL: Loaded 50 optimal features with 14.41% confidence from JSON config
[2025-12-04T20:56:25.028179] [DEBUG] [MAG       ] Building data for symbol: TBIL with lookback: 0
[2025-12-04T20:56:25.029020] [DEBUG] [FEATURES  ] DataBuilder: Executing 50 feature methods.
[2025-12-04T20:56:25.029112] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:25.033892] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:25.035710] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:56:25.036177] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:56:25.036613] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:25.036987] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:56:25.037846] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:56:25.038669] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:56:25.041046] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:56:25.123447] [DEBUG] [MAG       ] HWH: Last date is validated at 2025-12-04
[2025-12-04T20:56:25.142226] [DEBUG] [MAG       ] AXON: Last date is validated at 2025-12-04
[2025-12-04T20:56:25.150230] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:56:25.152226] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:56:25.191165] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-04T20:56:25.192400] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-04T20:56:25.233281] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-04T20:56:25.234355] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-04T20:56:25.235561] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-04T20:56:25.304396] [DEBUG] [MAG       ] HWH: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:25.313098] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-04T20:56:25.314096] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-04T20:56:25.315975] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-04T20:56:25.316077] [DEBUG] [MAG       ] AXON: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:25.318853] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-04T20:56:25.319965] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-04T20:56:25.321991] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-04T20:56:25.322758] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-04T20:56:25.327158] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-04T20:56:25.328431] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-04T20:56:25.329825] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-04T20:56:25.331354] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-04T20:56:25.333070] [DEBUG] [MAG       ] GTES: Last date is validated at 2025-12-04
[2025-12-04T20:56:25.334345] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-04T20:56:25.335222] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-04T20:56:25.335949] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-04T20:56:25.338071] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:56:25.339524] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-04T20:56:25.340254] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-04T20:56:25.340978] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-12-04T20:56:25.341691] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-04T20:56:25.344563] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-04T20:56:25.346240] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-04T20:56:25.348818] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-04T20:56:25.351009] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-04T20:56:25.354904] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-04T20:56:25.373085] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:56:25.374486] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:56:25.376293] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:56:25.377103] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-04T20:56:25.378952] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-04T20:56:25.380637] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-04T20:56:25.381707] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:56:25.382970] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-04T20:56:25.385098] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-04T20:56:25.386476] [INFO ] [LOCAL     ] HWH: Saved forecast.
[2025-12-04T20:56:25.386589] [INFO ] [main      ] HWH: Signal=1 (Conf=90.0%), Magnitude=4.88% (Conf=36.7107%)
[2025-12-04T20:56:25.386760] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-04T20:56:25.387059] [INFO ] [main      ] Fetching symbol history for AUID...
[2025-12-04T20:56:25.387116] [DEBUG] [REMOTE    ] AUID: Fetching historical data.
[2025-12-04T20:56:25.387137] [INFO ] [main      ] Progress: 92/970 forecasts completed (9.5%). HWH finished in 0.7s. ETA: 2m 30s. Rate: 351.71 forecasts/min
[2025-12-04T20:56:25.388677] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:25.403429] [DEBUG] [REMOTE    ] AUID: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:25.404713] [DEBUG] [LOCAL     ] Loaded configuration for AUID: 4 features, N/A% accuracy
[2025-12-04T20:56:25.404769] [INFO ] [LOCAL     ] AUID: Loaded 4 optimal features with 52.23% confidence from JSON config
[2025-12-04T20:56:25.404802] [DEBUG] [MAG       ] Building data for symbol: AUID with lookback: 0
[2025-12-04T20:56:25.405847] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:56:25.405917] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:25.408256] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:56:25.408874] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-04T20:56:25.409711] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-04T20:56:25.410912] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:25.514161] [DEBUG] [MAG       ] GTES: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:25.528012] [INFO ] [LOCAL     ] AXON: Saved forecast.
[2025-12-04T20:56:25.528081] [INFO ] [main      ] AXON: Signal=1 (Conf=90.0%), Magnitude=1.14% (Conf=63.6148%)
[2025-12-04T20:56:25.528477] [INFO ] [main      ] Progress: 93/970 forecasts completed (9.6%). AXON finished in 0.8s. ETA: 2m 29s. Rate: 352.35 forecasts/min
[2025-12-04T20:56:25.528633] [INFO ] [main      ] Fetching symbol history for ZETA...
[2025-12-04T20:56:25.528693] [DEBUG] [REMOTE    ] ZETA: Fetching historical data.
[2025-12-04T20:56:25.539846] [DEBUG] [REMOTE    ] ZETA: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:25.540678] [DEBUG] [LOCAL     ] Loaded configuration for ZETA: 5 features, N/A% accuracy
[2025-12-04T20:56:25.540728] [INFO ] [LOCAL     ] ZETA: Loaded 5 optimal features with 46.00% confidence from JSON config
[2025-12-04T20:56:25.540758] [DEBUG] [MAG       ] Building data for symbol: ZETA with lookback: 0
[2025-12-04T20:56:25.541540] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:56:25.541619] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:56:25.542481] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:56:25.593490] [INFO ] [LOCAL     ] GTES: Saved forecast.
[2025-12-04T20:56:25.593607] [INFO ] [main      ] GTES: Signal=1 (Conf=90.0%), Magnitude=1.01% (Conf=47.8169%)
[2025-12-04T20:56:25.594210] [INFO ] [main      ] Fetching symbol history for ABG...
[2025-12-04T20:56:25.594268] [DEBUG] [REMOTE    ] ABG: Fetching historical data.
[2025-12-04T20:56:25.594694] [INFO ] [main      ] Progress: 94/970 forecasts completed (9.7%). GTES finished in 0.7s. ETA: 2m 28s. Rate: 354.66 forecasts/min
[2025-12-04T20:56:25.609791] [DEBUG] [REMOTE    ] ABG: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:25.611398] [DEBUG] [LOCAL     ] Loaded configuration for ABG: 3 features, N/A% accuracy
[2025-12-04T20:56:25.611458] [INFO ] [LOCAL     ] ABG: Loaded 3 optimal features with 65.53% confidence from JSON config
[2025-12-04T20:56:25.611490] [DEBUG] [MAG       ] Building data for symbol: ABG with lookback: 0
[2025-12-04T20:56:25.612529] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:56:25.612612] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:25.617936] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:56:25.653288] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:56:25.657794] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-04T20:56:25.659009] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:25.693482] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-04T20:56:25.694626] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-04T20:56:25.738855] [DEBUG] [MAG       ] TBIL: Last date is validated at 2025-12-04
[2025-12-04T20:56:25.770342] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:25.779985] [DEBUG] [MAG       ] AUID: Last date is validated at 2025-12-04
[2025-12-04T20:56:25.907085] [DEBUG] [MAG       ] TBIL: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:25.963895] [DEBUG] [MAG       ] AUID: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:26.011272] [DEBUG] [MAG       ] ABG: Last date is validated at 2025-12-04
[2025-12-04T20:56:26.037021] [INFO ] [LOCAL     ] AUID: Saved forecast.
[2025-12-04T20:56:26.037113] [INFO ] [main      ] AUID: Signal=1 (Conf=90.0%), Magnitude=27.52% (Conf=52.2308%)
[2025-12-04T20:56:26.037658] [INFO ] [main      ] Fetching symbol history for FIGS...
[2025-12-04T20:56:26.037713] [DEBUG] [REMOTE    ] FIGS: Fetching historical data.
[2025-12-04T20:56:26.037693] [INFO ] [main      ] Progress: 95/970 forecasts completed (9.8%). AUID finished in 0.6s. ETA: 2m 31s. Rate: 348.72 forecasts/min
[2025-12-04T20:56:26.054364] [DEBUG] [REMOTE    ] FIGS: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:26.056716] [DEBUG] [LOCAL     ] Loaded configuration for FIGS: 5 features, N/A% accuracy
[2025-12-04T20:56:26.056780] [INFO ] [LOCAL     ] FIGS: Loaded 5 optimal features with 47.85% confidence from JSON config
[2025-12-04T20:56:26.057006] [DEBUG] [MAG       ] Building data for symbol: FIGS with lookback: 0
[2025-12-04T20:56:26.057989] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:56:26.058051] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:26.059919] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:56:26.060473] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:26.060895] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-04T20:56:26.065208] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-04T20:56:26.067305] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:26.112931] [DEBUG] [MAG       ] ZETA: Last date is validated at 2025-12-04
[2025-12-04T20:56:26.190977] [DEBUG] [MAG       ] ABG: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:26.205544] [INFO ] [LOCAL     ] TBIL: Saved forecast.
[2025-12-04T20:56:26.205635] [INFO ] [main      ] TBIL: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=14.406%)
[2025-12-04T20:56:26.205806] [INFO ] [main      ] Fetching symbol history for LII...
[2025-12-04T20:56:26.205852] [DEBUG] [REMOTE    ] LII: Fetching historical data.
[2025-12-04T20:56:26.207785] [INFO ] [main      ] Progress: 96/970 forecasts completed (9.9%). TBIL finished in 1.2s. ETA: 2m 30s. Rate: 348.76 forecasts/min
[2025-12-04T20:56:26.218625] [DEBUG] [REMOTE    ] LII: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:26.219641] [DEBUG] [LOCAL     ] Loaded configuration for LII: 1 features, N/A% accuracy
[2025-12-04T20:56:26.219705] [INFO ] [LOCAL     ] LII: Loaded 1 optimal features with 52.72% confidence from JSON config
[2025-12-04T20:56:26.219745] [DEBUG] [MAG       ] Building data for symbol: LII with lookback: 0
[2025-12-04T20:56:26.220550] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-04T20:56:26.220634] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:56:26.260784] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:26.283684] [DEBUG] [MAG       ] ZETA: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:26.323400] [INFO ] [LOCAL     ] ABG: Saved forecast.
[2025-12-04T20:56:26.323492] [INFO ] [main      ] ABG: Signal=1 (Conf=90.0%), Magnitude=-1.52% (Conf=65.5309%)
[2025-12-04T20:56:26.324023] [INFO ] [main      ] Fetching symbol history for WKSP...
[2025-12-04T20:56:26.324103] [DEBUG] [REMOTE    ] WKSP: Fetching historical data.
[2025-12-04T20:56:26.324073] [INFO ] [main      ] Progress: 97/970 forecasts completed (10.0%). ABG finished in 0.7s. ETA: 2m 30s. Rate: 349.93 forecasts/min
[2025-12-04T20:56:26.337698] [DEBUG] [REMOTE    ] WKSP: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:26.338954] [DEBUG] [LOCAL     ] Loaded configuration for WKSP: 6 features, N/A% accuracy
[2025-12-04T20:56:26.339007] [INFO ] [LOCAL     ] WKSP: Loaded 6 optimal features with 55.74% confidence from JSON config
[2025-12-04T20:56:26.339039] [DEBUG] [MAG       ] Building data for symbol: WKSP with lookback: 0
[2025-12-04T20:56:26.339929] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:56:26.339989] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:26.344863] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:26.346762] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:56:26.347312] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-04T20:56:26.348088] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-04T20:56:26.348809] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-04T20:56:26.350337] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:26.388045] [INFO ] [LOCAL     ] ZETA: Saved forecast.
[2025-12-04T20:56:26.388130] [INFO ] [main      ] ZETA: Signal=1 (Conf=90.0%), Magnitude=3.72% (Conf=46.0024%)
[2025-12-04T20:56:26.388665] [INFO ] [main      ] Fetching symbol history for LINC...
[2025-12-04T20:56:26.388716] [DEBUG] [REMOTE    ] LINC: Fetching historical data.
[2025-12-04T20:56:26.388562] [INFO ] [main      ] Progress: 98/970 forecasts completed (10.1%). ZETA finished in 0.9s. ETA: 2m 29s. Rate: 352.17 forecasts/min
[2025-12-04T20:56:26.400482] [DEBUG] [REMOTE    ] LINC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:26.401616] [DEBUG] [LOCAL     ] Loaded configuration for LINC: 8 features, N/A% accuracy
[2025-12-04T20:56:26.401687] [INFO ] [LOCAL     ] LINC: Loaded 8 optimal features with 42.50% confidence from JSON config
[2025-12-04T20:56:26.401718] [DEBUG] [MAG       ] Building data for symbol: LINC with lookback: 0
[2025-12-04T20:56:26.402783] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-04T20:56:26.402847] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:26.407778] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:26.409692] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:56:26.410179] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:26.410565] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:56:26.412879] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:56:26.414517] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-04T20:56:26.415220] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-04T20:56:26.415929] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:26.426272] [DEBUG] [MAG       ] FIGS: Last date is validated at 2025-12-04
[2025-12-04T20:56:26.603801] [DEBUG] [MAG       ] LII: Last date is validated at 2025-12-04
[2025-12-04T20:56:26.615978] [DEBUG] [MAG       ] FIGS: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:26.696371] [INFO ] [LOCAL     ] FIGS: Saved forecast.
[2025-12-04T20:56:26.696456] [INFO ] [main      ] FIGS: Signal=1 (Conf=90.0%), Magnitude=0.86% (Conf=47.8543%)
[2025-12-04T20:56:26.696980] [INFO ] [main      ] Fetching symbol history for ACTG...
[2025-12-04T20:56:26.697038] [DEBUG] [REMOTE    ] ACTG: Fetching historical data.
[2025-12-04T20:56:26.698691] [INFO ] [main      ] Progress: 99/970 forecasts completed (10.2%). FIGS finished in 0.7s. ETA: 2m 30s. Rate: 349.28 forecasts/min
[2025-12-04T20:56:26.706878] [DEBUG] [MAG       ] WKSP: Last date is validated at 2025-12-04
[2025-12-04T20:56:26.710534] [DEBUG] [REMOTE    ] ACTG: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:26.711943] [DEBUG] [LOCAL     ] Loaded configuration for ACTG: 1 features, N/A% accuracy
[2025-12-04T20:56:26.711998] [INFO ] [LOCAL     ] ACTG: Loaded 1 optimal features with 50.22% confidence from JSON config
[2025-12-04T20:56:26.712029] [DEBUG] [MAG       ] Building data for symbol: ACTG with lookback: 0
[2025-12-04T20:56:26.712948] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-04T20:56:26.713005] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:26.717847] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:26.754806] [DEBUG] [MAG       ] LINC: Last date is validated at 2025-12-04
[2025-12-04T20:56:26.774848] [DEBUG] [MAG       ] LII: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:26.884767] [DEBUG] [MAG       ] WKSP: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:26.922952] [INFO ] [LOCAL     ] LII: Saved forecast.
[2025-12-04T20:56:26.923020] [INFO ] [main      ] LII: Signal=1 (Conf=90.0%), Magnitude=2.50% (Conf=52.7203%)
[2025-12-04T20:56:26.923383] [INFO ] [main      ] Fetching symbol history for GBAB...
[2025-12-04T20:56:26.923433] [DEBUG] [REMOTE    ] GBAB: Fetching historical data.
[2025-12-04T20:56:26.923508] [INFO ] [main      ] Progress: 100/970 forecasts completed (10.3%). LII finished in 0.7s. ETA: 2m 30s. Rate: 348.20 forecasts/min
[2025-12-04T20:56:26.928772] [DEBUG] [MAG       ] LINC: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:26.935806] [DEBUG] [REMOTE    ] GBAB: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:26.936929] [DEBUG] [LOCAL     ] Loaded configuration for GBAB: 5 features, N/A% accuracy
[2025-12-04T20:56:26.936988] [INFO ] [LOCAL     ] GBAB: Loaded 5 optimal features with 55.86% confidence from JSON config
[2025-12-04T20:56:26.937019] [DEBUG] [MAG       ] Building data for symbol: GBAB with lookback: 0
[2025-12-04T20:56:26.937905] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:56:26.937964] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:26.939709] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:56:26.940224] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:26.940632] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:56:26.941479] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:56:26.968643] [INFO ] [LOCAL     ] WKSP: Saved forecast.
[2025-12-04T20:56:26.968740] [INFO ] [main      ] WKSP: Signal=1 (Conf=90.0%), Magnitude=15.46% (Conf=55.7376%)
[2025-12-04T20:56:26.969206] [INFO ] [main      ] Fetching symbol history for GECC...
[2025-12-04T20:56:26.969261] [DEBUG] [REMOTE    ] GECC: Fetching historical data.
[2025-12-04T20:56:26.970509] [INFO ] [main      ] Progress: 101/970 forecasts completed (10.4%). WKSP finished in 0.6s. ETA: 2m 29s. Rate: 350.73 forecasts/min
[2025-12-04T20:56:26.983600] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:26.984435] [DEBUG] [REMOTE    ] GECC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:26.985686] [DEBUG] [LOCAL     ] Loaded configuration for GECC: 8 features, N/A% accuracy
[2025-12-04T20:56:26.985742] [INFO ] [LOCAL     ] GECC: Loaded 8 optimal features with 58.40% confidence from JSON config
[2025-12-04T20:56:26.985773] [DEBUG] [MAG       ] Building data for symbol: GECC with lookback: 0
[2025-12-04T20:56:26.986897] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-04T20:56:26.986967] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:26.988930] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:56:26.989599] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:56:26.990171] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:26.990710] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-04T20:56:26.991852] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-04T20:56:26.995137] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:56:26.996317] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:56:26.998050] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:27.014633] [INFO ] [LOCAL     ] LINC: Saved forecast.
[2025-12-04T20:56:27.014730] [INFO ] [main      ] LINC: Signal=1 (Conf=90.0%), Magnitude=1.09% (Conf=42.4983%)
[2025-12-04T20:56:27.015230] [INFO ] [main      ] Progress: 102/970 forecasts completed (10.5%). LINC finished in 0.6s. ETA: 2m 27s. Rate: 353.29 forecasts/min
[2025-12-04T20:56:27.015402] [INFO ] [main      ] Fetching symbol history for CELZ...
[2025-12-04T20:56:27.015451] [DEBUG] [REMOTE    ] CELZ: Fetching historical data.
[2025-12-04T20:56:27.029485] [DEBUG] [REMOTE    ] CELZ: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:27.030894] [DEBUG] [LOCAL     ] Loaded configuration for CELZ: 6 features, N/A% accuracy
[2025-12-04T20:56:27.030951] [INFO ] [LOCAL     ] CELZ: Loaded 6 optimal features with 68.76% confidence from JSON config
[2025-12-04T20:56:27.030983] [DEBUG] [MAG       ] Building data for symbol: CELZ with lookback: 0
[2025-12-04T20:56:27.032099] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:56:27.032164] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:27.037075] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:27.038944] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:56:27.039454] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:27.041907] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-04T20:56:27.045032] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-04T20:56:27.045742] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:27.065005] [DEBUG] [MAG       ] ACTG: Last date is validated at 2025-12-04
[2025-12-04T20:56:27.239105] [DEBUG] [MAG       ] ACTG: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:27.299648] [INFO ] [LOCAL     ] ACTG: Saved forecast.
[2025-12-04T20:56:27.299763] [INFO ] [main      ] ACTG: Signal=1 (Conf=90.0%), Magnitude=-1.65% (Conf=50.2221%)
[2025-12-04T20:56:27.300357] [INFO ] [main      ] Fetching symbol history for FCBC...
[2025-12-04T20:56:27.300412] [DEBUG] [REMOTE    ] FCBC: Fetching historical data.
[2025-12-04T20:56:27.300707] [INFO ] [main      ] Progress: 103/970 forecasts completed (10.6%). ACTG finished in 0.6s. ETA: 2m 28s. Rate: 350.97 forecasts/min
[2025-12-04T20:56:27.314325] [DEBUG] [REMOTE    ] FCBC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:27.315824] [DEBUG] [LOCAL     ] Loaded configuration for FCBC: 3 features, N/A% accuracy
[2025-12-04T20:56:27.315884] [INFO ] [LOCAL     ] FCBC: Loaded 3 optimal features with 63.29% confidence from JSON config
[2025-12-04T20:56:27.315917] [DEBUG] [MAG       ] Building data for symbol: FCBC with lookback: 0
[2025-12-04T20:56:27.316886] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:56:27.316948] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:56:27.321629] [DEBUG] [MAG       ] GBAB: Last date is validated at 2025-12-04
[2025-12-04T20:56:27.355060] [DEBUG] [MAG       ] GECC: Last date is validated at 2025-12-04
[2025-12-04T20:56:27.407813] [DEBUG] [MAG       ] CELZ: Last date is validated at 2025-12-04
[2025-12-04T20:56:27.439688] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-04T20:56:27.442212] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:56:27.443474] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:27.487482] [DEBUG] [MAG       ] GBAB: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:27.532211] [DEBUG] [MAG       ] GECC: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:27.545225] [INFO ] [LOCAL     ] GBAB: Saved forecast.
[2025-12-04T20:56:27.545293] [INFO ] [main      ] GBAB: Signal=1 (Conf=90.0%), Magnitude=0.16% (Conf=55.8641%)
[2025-12-04T20:56:27.545686] [INFO ] [main      ] Fetching symbol history for CAAP...
[2025-12-04T20:56:27.545737] [DEBUG] [REMOTE    ] CAAP: Fetching historical data.
[2025-12-04T20:56:27.546713] [INFO ] [main      ] Progress: 104/970 forecasts completed (10.7%). GBAB finished in 0.6s. ETA: 2m 29s. Rate: 349.49 forecasts/min
[2025-12-04T20:56:27.557870] [DEBUG] [REMOTE    ] CAAP: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:27.561866] [DEBUG] [LOCAL     ] Loaded configuration for CAAP: 8 features, N/A% accuracy
[2025-12-04T20:56:27.561970] [INFO ] [LOCAL     ] CAAP: Loaded 8 optimal features with 49.03% confidence from JSON config
[2025-12-04T20:56:27.562002] [DEBUG] [MAG       ] Building data for symbol: CAAP with lookback: 0
[2025-12-04T20:56:27.562962] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-04T20:56:27.563022] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:27.564753] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:56:27.565292] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:27.565696] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:56:27.566531] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:56:27.568143] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-04T20:56:27.588031] [DEBUG] [MAG       ] CELZ: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:27.610630] [INFO ] [LOCAL     ] GECC: Saved forecast.
[2025-12-04T20:56:27.610716] [INFO ] [main      ] GECC: Signal=1 (Conf=90.0%), Magnitude=1.62% (Conf=58.3957%)
[2025-12-04T20:56:27.611407] [INFO ] [main      ] Fetching symbol history for OBDC...
[2025-12-04T20:56:27.611463] [DEBUG] [REMOTE    ] OBDC: Fetching historical data.
[2025-12-04T20:56:27.612665] [INFO ] [main      ] Progress: 105/970 forecasts completed (10.8%). GECC finished in 0.6s. ETA: 2m 28s. Rate: 351.55 forecasts/min
[2025-12-04T20:56:27.626562] [DEBUG] [REMOTE    ] OBDC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:27.627905] [DEBUG] [LOCAL     ] Loaded configuration for OBDC: 4 features, N/A% accuracy
[2025-12-04T20:56:27.627966] [INFO ] [LOCAL     ] OBDC: Loaded 4 optimal features with 48.76% confidence from JSON config
[2025-12-04T20:56:27.628000] [DEBUG] [MAG       ] Building data for symbol: OBDC with lookback: 0
[2025-12-04T20:56:27.629186] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:56:27.629250] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-04T20:56:27.630472] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-04T20:56:27.631329] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-04T20:56:27.633468] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-04T20:56:27.634225] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:27.644378] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-04T20:56:27.645617] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-04T20:56:27.646321] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:27.661930] [INFO ] [LOCAL     ] CELZ: Saved forecast.
[2025-12-04T20:56:27.662030] [INFO ] [main      ] CELZ: Signal=1 (Conf=90.0%), Magnitude=-0.01% (Conf=68.7642%)
[2025-12-04T20:56:27.662265] [INFO ] [main      ] Fetching symbol history for CSTL...
[2025-12-04T20:56:27.662311] [DEBUG] [REMOTE    ] CSTL: Fetching historical data.
[2025-12-04T20:56:27.662974] [INFO ] [main      ] Progress: 106/970 forecasts completed (10.9%). CELZ finished in 0.6s. ETA: 2m 26s. Rate: 353.91 forecasts/min
[2025-12-04T20:56:27.677368] [DEBUG] [REMOTE    ] CSTL: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:27.678553] [DEBUG] [LOCAL     ] Loaded configuration for CSTL: 5 features, N/A% accuracy
[2025-12-04T20:56:27.678634] [INFO ] [LOCAL     ] CSTL: Loaded 5 optimal features with 55.68% confidence from JSON config
[2025-12-04T20:56:27.678668] [DEBUG] [MAG       ] Building data for symbol: CSTL with lookback: 0
[2025-12-04T20:56:27.679627] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:56:27.679689] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:27.684864] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:27.686982] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:56:27.687517] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:27.687938] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:56:27.688734] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:27.824329] [DEBUG] [MAG       ] FCBC: Last date is validated at 2025-12-04
[2025-12-04T20:56:27.979202] [DEBUG] [MAG       ] CAAP: Last date is validated at 2025-12-04
[2025-12-04T20:56:27.993909] [DEBUG] [MAG       ] OBDC: Last date is validated at 2025-12-04
[2025-12-04T20:56:28.008351] [DEBUG] [MAG       ] FCBC: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:28.046317] [DEBUG] [MAG       ] CSTL: Last date is validated at 2025-12-04
[2025-12-04T20:56:28.101195] [INFO ] [LOCAL     ] FCBC: Saved forecast.
[2025-12-04T20:56:28.101286] [INFO ] [main      ] FCBC: Signal=1 (Conf=90.0%), Magnitude=1.49% (Conf=63.2943%)
[2025-12-04T20:56:28.101796] [INFO ] [main      ] Fetching symbol history for ROE...
[2025-12-04T20:56:28.101851] [DEBUG] [REMOTE    ] ROE: Fetching historical data.
[2025-12-04T20:56:28.102721] [INFO ] [main      ] Progress: 107/970 forecasts completed (11.0%). FCBC finished in 0.8s. ETA: 2m 28s. Rate: 348.71 forecasts/min
[2025-12-04T20:56:28.115811] [DEBUG] [REMOTE    ] ROE: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:28.117729] [DEBUG] [LOCAL     ] Loaded configuration for ROE: 9 features, N/A% accuracy
[2025-12-04T20:56:28.117789] [INFO ] [LOCAL     ] ROE: Loaded 9 optimal features with 51.69% confidence from JSON config
[2025-12-04T20:56:28.117822] [DEBUG] [MAG       ] Building data for symbol: ROE with lookback: 0
[2025-12-04T20:56:28.118797] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-04T20:56:28.118861] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:28.123970] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:28.126129] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:56:28.126681] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:28.127109] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:56:28.147651] [DEBUG] [MAG       ] CAAP: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:28.170100] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-04T20:56:28.171712] [DEBUG] [MAG       ] OBDC: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:28.222191] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-04T20:56:28.223501] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-04T20:56:28.224236] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-04T20:56:28.226998] [INFO ] [LOCAL     ] CAAP: Saved forecast.
[2025-12-04T20:56:28.227079] [INFO ] [main      ] CAAP: Signal=1 (Conf=90.0%), Magnitude=0.96% (Conf=49.0309%)
[2025-12-04T20:56:28.227438] [INFO ] [main      ] Fetching symbol history for SUZ...
[2025-12-04T20:56:28.227487] [DEBUG] [REMOTE    ] SUZ: Fetching historical data.
[2025-12-04T20:56:28.228696] [INFO ] [main      ] Progress: 108/970 forecasts completed (11.1%). CAAP finished in 0.7s. ETA: 2m 28s. Rate: 349.58 forecasts/min
[2025-12-04T20:56:28.229822] [DEBUG] [MAG       ] CSTL: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:28.230264] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:28.239361] [DEBUG] [REMOTE    ] SUZ: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:28.240428] [DEBUG] [LOCAL     ] Loaded configuration for SUZ: 2 features, N/A% accuracy
[2025-12-04T20:56:28.240477] [INFO ] [LOCAL     ] SUZ: Loaded 2 optimal features with 61.98% confidence from JSON config
[2025-12-04T20:56:28.240507] [DEBUG] [MAG       ] Building data for symbol: SUZ with lookback: 0
[2025-12-04T20:56:28.241499] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:56:28.241557] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:56:28.242292] [INFO ] [LOCAL     ] OBDC: Saved forecast.
[2025-12-04T20:56:28.242394] [INFO ] [main      ] OBDC: Signal=1 (Conf=90.0%), Magnitude=0.13% (Conf=48.7647%)
[2025-12-04T20:56:28.243098] [INFO ] [main      ] Fetching symbol history for MKC...
[2025-12-04T20:56:28.243151] [DEBUG] [REMOTE    ] MKC: Fetching historical data.
[2025-12-04T20:56:28.243701] [INFO ] [main      ] Progress: 109/970 forecasts completed (11.2%). OBDC finished in 0.6s. ETA: 2m 27s. Rate: 352.53 forecasts/min
[2025-12-04T20:56:28.256854] [DEBUG] [REMOTE    ] MKC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:28.257897] [DEBUG] [LOCAL     ] Loaded configuration for MKC: 3 features, N/A% accuracy
[2025-12-04T20:56:28.257961] [INFO ] [LOCAL     ] MKC: Loaded 3 optimal features with 61.79% confidence from JSON config
[2025-12-04T20:56:28.257997] [DEBUG] [MAG       ] Building data for symbol: MKC with lookback: 0
[2025-12-04T20:56:28.259024] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:56:28.259085] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:28.261304] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:56:28.261927] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:56:28.280271] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-04T20:56:28.282017] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:28.302474] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:28.329197] [INFO ] [LOCAL     ] CSTL: Saved forecast.
[2025-12-04T20:56:28.329292] [INFO ] [main      ] CSTL: Signal=1 (Conf=90.0%), Magnitude=1.27% (Conf=55.6795%)
[2025-12-04T20:56:28.329746] [INFO ] [main      ] Fetching symbol history for DGICA...
[2025-12-04T20:56:28.329797] [DEBUG] [REMOTE    ] DGICA: Fetching historical data.
[2025-12-04T20:56:28.330724] [INFO ] [main      ] Progress: 110/970 forecasts completed (11.3%). CSTL finished in 0.7s. ETA: 2m 26s. Rate: 354.10 forecasts/min
[2025-12-04T20:56:28.343224] [DEBUG] [REMOTE    ] DGICA: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:28.345188] [DEBUG] [LOCAL     ] Loaded configuration for DGICA: 2 features, N/A% accuracy
[2025-12-04T20:56:28.345246] [INFO ] [LOCAL     ] DGICA: Loaded 2 optimal features with 52.64% confidence from JSON config
[2025-12-04T20:56:28.345278] [DEBUG] [MAG       ] Building data for symbol: DGICA with lookback: 0
[2025-12-04T20:56:28.346172] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:56:28.346230] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:28.351103] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-04T20:56:28.352398] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:28.585462] [DEBUG] [MAG       ] ROE: Last date is validated at 2025-12-04
[2025-12-04T20:56:28.623011] [DEBUG] [MAG       ] SUZ: Last date is validated at 2025-12-04
[2025-12-04T20:56:28.660277] [DEBUG] [MAG       ] MKC: Last date is validated at 2025-12-04
[2025-12-04T20:56:28.700588] [DEBUG] [MAG       ] DGICA: Last date is validated at 2025-12-04
[2025-12-04T20:56:28.757076] [DEBUG] [MAG       ] ROE: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:28.792545] [DEBUG] [MAG       ] SUZ: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:28.836429] [DEBUG] [MAG       ] MKC: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:28.837738] [INFO ] [LOCAL     ] ROE: Saved forecast.
[2025-12-04T20:56:28.837826] [INFO ] [main      ] ROE: Signal=1 (Conf=90.0%), Magnitude=-0.22% (Conf=51.6858%)
[2025-12-04T20:56:28.838026] [INFO ] [main      ] Fetching symbol history for AM...
[2025-12-04T20:56:28.838072] [DEBUG] [REMOTE    ] AM: Fetching historical data.
[2025-12-04T20:56:28.839302] [INFO ] [main      ] Progress: 111/970 forecasts completed (11.4%). ROE finished in 0.7s. ETA: 2m 28s. Rate: 347.83 forecasts/min
[2025-12-04T20:56:28.849862] [INFO ] [LOCAL     ] SUZ: Saved forecast.
[2025-12-04T20:56:28.849939] [INFO ] [main      ] SUZ: Signal=1 (Conf=90.0%), Magnitude=-1.25% (Conf=61.9798%)
[2025-12-04T20:56:28.850350] [INFO ] [main      ] Progress: 112/970 forecasts completed (11.5%). SUZ finished in 0.6s. ETA: 2m 27s. Rate: 350.76 forecasts/min
[2025-12-04T20:56:28.850480] [INFO ] [main      ] Fetching symbol history for STBA...
[2025-12-04T20:56:28.850523] [DEBUG] [REMOTE    ] STBA: Fetching historical data.
[2025-12-04T20:56:28.851792] [DEBUG] [REMOTE    ] AM: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:28.852963] [DEBUG] [LOCAL     ] Loaded configuration for AM: 5 features, N/A% accuracy
[2025-12-04T20:56:28.853018] [INFO ] [LOCAL     ] AM: Loaded 5 optimal features with 44.92% confidence from JSON config
[2025-12-04T20:56:28.853049] [DEBUG] [MAG       ] Building data for symbol: AM with lookback: 0
[2025-12-04T20:56:28.853965] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:56:28.854024] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:28.858922] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:56:28.860671] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-04T20:56:28.862475] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-04T20:56:28.862739] [DEBUG] [REMOTE    ] STBA: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:28.863722] [DEBUG] [LOCAL     ] Loaded configuration for STBA: 11 features, N/A% accuracy
[2025-12-04T20:56:28.863775] [INFO ] [LOCAL     ] STBA: Loaded 11 optimal features with 63.05% confidence from JSON config
[2025-12-04T20:56:28.863806] [DEBUG] [MAG       ] Building data for symbol: STBA with lookback: 0
[2025-12-04T20:56:28.863829] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:28.864618] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-12-04T20:56:28.864682] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:28.865678] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:28.869475] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:28.871254] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:56:28.871748] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:28.872132] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:56:28.873700] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-04T20:56:28.874451] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-04T20:56:28.875646] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-04T20:56:28.875988] [DEBUG] [MAG       ] DGICA: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:28.876317] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-04T20:56:28.877866] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-04T20:56:28.879828] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:56:28.880910] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:28.931098] [INFO ] [LOCAL     ] MKC: Saved forecast.
[2025-12-04T20:56:28.931192] [INFO ] [main      ] MKC: Signal=1 (Conf=90.0%), Magnitude=-0.47% (Conf=61.792%)
[2025-12-04T20:56:28.931698] [INFO ] [main      ] Fetching symbol history for SRAD...
[2025-12-04T20:56:28.931752] [DEBUG] [REMOTE    ] SRAD: Fetching historical data.
[2025-12-04T20:56:28.932672] [INFO ] [main      ] Progress: 113/970 forecasts completed (11.6%). MKC finished in 0.7s. ETA: 2m 26s. Rate: 352.38 forecasts/min
[2025-12-04T20:56:28.945813] [INFO ] [LOCAL     ] DGICA: Saved forecast.
[2025-12-04T20:56:28.945906] [INFO ] [main      ] DGICA: Signal=1 (Conf=90.0%), Magnitude=-0.57% (Conf=52.6418%)
[2025-12-04T20:56:28.945997] [DEBUG] [REMOTE    ] SRAD: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:28.946513] [INFO ] [main      ] Progress: 114/970 forecasts completed (11.8%). DGICA finished in 0.6s. ETA: 2m 25s. Rate: 355.24 forecasts/min
[2025-12-04T20:56:28.946752] [INFO ] [main      ] Fetching symbol history for REVG...
[2025-12-04T20:56:28.946802] [DEBUG] [REMOTE    ] REVG: Fetching historical data.
[2025-12-04T20:56:28.947117] [DEBUG] [LOCAL     ] Loaded configuration for SRAD: 4 features, N/A% accuracy
[2025-12-04T20:56:28.947171] [INFO ] [LOCAL     ] SRAD: Loaded 4 optimal features with 45.50% confidence from JSON config
[2025-12-04T20:56:28.947202] [DEBUG] [MAG       ] Building data for symbol: SRAD with lookback: 0
[2025-12-04T20:56:28.948095] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:56:28.948156] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:56:28.949171] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-04T20:56:28.950449] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-04T20:56:28.952240] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-04T20:56:28.952944] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:28.960882] [DEBUG] [REMOTE    ] REVG: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:28.962266] [DEBUG] [LOCAL     ] Loaded configuration for REVG: 10 features, N/A% accuracy
[2025-12-04T20:56:28.962325] [INFO ] [LOCAL     ] REVG: Loaded 10 optimal features with 46.16% confidence from JSON config
[2025-12-04T20:56:28.962358] [DEBUG] [MAG       ] Building data for symbol: REVG with lookback: 0
[2025-12-04T20:56:28.963407] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-04T20:56:28.963471] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:28.968729] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:28.970731] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:56:28.971268] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:56:28.971738] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:28.972143] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:56:28.972959] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:56:28.973963] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-12-04T20:56:28.974676] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:56:28.975928] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-04T20:56:28.978009] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:29.218487] [DEBUG] [MAG       ] STBA: Last date is validated at 2025-12-04
[2025-12-04T20:56:29.219050] [DEBUG] [MAG       ] AM: Last date is validated at 2025-12-04
[2025-12-04T20:56:29.306055] [DEBUG] [MAG       ] SRAD: Last date is validated at 2025-12-04
[2025-12-04T20:56:29.330011] [DEBUG] [MAG       ] REVG: Last date is validated at 2025-12-04
[2025-12-04T20:56:29.385273] [DEBUG] [MAG       ] STBA: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:29.389785] [DEBUG] [MAG       ] AM: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:29.477412] [DEBUG] [MAG       ] SRAD: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:29.478361] [INFO ] [LOCAL     ] STBA: Saved forecast.
[2025-12-04T20:56:29.478433] [INFO ] [main      ] STBA: Signal=1 (Conf=90.0%), Magnitude=1.26% (Conf=63.0494%)
[2025-12-04T20:56:29.478804] [INFO ] [main      ] Fetching symbol history for BLFY...
[2025-12-04T20:56:29.478863] [DEBUG] [REMOTE    ] BLFY: Fetching historical data.
[2025-12-04T20:56:29.480800] [INFO ] [main      ] Progress: 115/970 forecasts completed (11.9%). STBA finished in 0.6s. ETA: 2m 27s. Rate: 348.69 forecasts/min
[2025-12-04T20:56:29.491591] [DEBUG] [REMOTE    ] BLFY: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:29.493046] [DEBUG] [LOCAL     ] Loaded configuration for BLFY: 5 features, N/A% accuracy
[2025-12-04T20:56:29.493099] [INFO ] [LOCAL     ] BLFY: Loaded 5 optimal features with 43.48% confidence from JSON config
[2025-12-04T20:56:29.493130] [DEBUG] [MAG       ] Building data for symbol: BLFY with lookback: 0
[2025-12-04T20:56:29.493969] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:56:29.494028] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:29.495722] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:56:29.496230] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:29.496627] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-04T20:56:29.498640] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-04T20:56:29.500154] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:29.509498] [DEBUG] [MAG       ] REVG: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:29.530073] [INFO ] [LOCAL     ] AM: Saved forecast.
[2025-12-04T20:56:29.530157] [INFO ] [main      ] AM: Signal=1 (Conf=90.0%), Magnitude=0.62% (Conf=44.9206%)
[2025-12-04T20:56:29.530362] [INFO ] [main      ] Fetching symbol history for IRTC...
[2025-12-04T20:56:29.530412] [DEBUG] [REMOTE    ] IRTC: Fetching historical data.
[2025-12-04T20:56:29.531705] [INFO ] [main      ] Progress: 116/970 forecasts completed (12.0%). AM finished in 0.7s. ETA: 2m 26s. Rate: 350.81 forecasts/min
[2025-12-04T20:56:29.544895] [DEBUG] [REMOTE    ] IRTC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:29.546664] [DEBUG] [LOCAL     ] Loaded configuration for IRTC: 3 features, N/A% accuracy
[2025-12-04T20:56:29.546718] [INFO ] [LOCAL     ] IRTC: Loaded 3 optimal features with 46.90% confidence from JSON config
[2025-12-04T20:56:29.546749] [DEBUG] [MAG       ] Building data for symbol: IRTC with lookback: 0
[2025-12-04T20:56:29.547673] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:56:29.547735] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:56:29.548743] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:56:29.550505] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-04T20:56:29.552481] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:29.558348] [INFO ] [LOCAL     ] SRAD: Saved forecast.
[2025-12-04T20:56:29.558433] [INFO ] [main      ] SRAD: Signal=1 (Conf=90.0%), Magnitude=-2.71% (Conf=45.4979%)
[2025-12-04T20:56:29.558922] [INFO ] [main      ] Fetching symbol history for CHCI...
[2025-12-04T20:56:29.558973] [DEBUG] [REMOTE    ] CHCI: Fetching historical data.
[2025-12-04T20:56:29.558981] [INFO ] [main      ] Progress: 117/970 forecasts completed (12.1%). SRAD finished in 0.6s. ETA: 2m 25s. Rate: 353.35 forecasts/min
[2025-12-04T20:56:29.571834] [DEBUG] [REMOTE    ] CHCI: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:29.573142] [DEBUG] [LOCAL     ] Loaded configuration for CHCI: 8 features, N/A% accuracy
[2025-12-04T20:56:29.573194] [INFO ] [LOCAL     ] CHCI: Loaded 8 optimal features with 49.65% confidence from JSON config
[2025-12-04T20:56:29.573224] [DEBUG] [MAG       ] Building data for symbol: CHCI with lookback: 0
[2025-12-04T20:56:29.574132] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-04T20:56:29.574198] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:29.579119] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:29.580927] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:56:29.581426] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:29.581837] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:56:29.582762] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:56:29.585105] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-04T20:56:29.586310] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-04T20:56:29.586986] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:29.619164] [INFO ] [LOCAL     ] REVG: Saved forecast.
[2025-12-04T20:56:29.619254] [INFO ] [main      ] REVG: Signal=1 (Conf=90.0%), Magnitude=1.48% (Conf=46.1566%)
[2025-12-04T20:56:29.619783] [INFO ] [main      ] Progress: 118/970 forecasts completed (12.2%). REVG finished in 0.7s. ETA: 2m 24s. Rate: 355.29 forecasts/min
[2025-12-04T20:56:29.619931] [INFO ] [main      ] Fetching symbol history for PRTA...
[2025-12-04T20:56:29.619974] [DEBUG] [REMOTE    ] PRTA: Fetching historical data.
[2025-12-04T20:56:29.632913] [DEBUG] [REMOTE    ] PRTA: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:29.634232] [DEBUG] [LOCAL     ] Loaded configuration for PRTA: 5 features, N/A% accuracy
[2025-12-04T20:56:29.634286] [INFO ] [LOCAL     ] PRTA: Loaded 5 optimal features with 58.13% confidence from JSON config
[2025-12-04T20:56:29.634317] [DEBUG] [MAG       ] Building data for symbol: PRTA with lookback: 0
[2025-12-04T20:56:29.635286] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:56:29.635349] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:29.640201] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:56:29.641076] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:56:29.752552] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-04T20:56:29.753783] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-04T20:56:29.755161] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:29.838349] [DEBUG] [MAG       ] BLFY: Last date is validated at 2025-12-04
[2025-12-04T20:56:29.894811] [DEBUG] [MAG       ] IRTC: Last date is validated at 2025-12-04
[2025-12-04T20:56:29.936683] [DEBUG] [MAG       ] CHCI: Last date is validated at 2025-12-04
[2025-12-04T20:56:30.021193] [DEBUG] [MAG       ] BLFY: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:30.062228] [DEBUG] [MAG       ] IRTC: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:30.097917] [INFO ] [LOCAL     ] BLFY: Saved forecast.
[2025-12-04T20:56:30.097985] [INFO ] [main      ] BLFY: Signal=1 (Conf=90.0%), Magnitude=-0.36% (Conf=43.4827%)
[2025-12-04T20:56:30.098146] [INFO ] [main      ] Fetching symbol history for MCRB...
[2025-12-04T20:56:30.098191] [DEBUG] [REMOTE    ] MCRB: Fetching historical data.
[2025-12-04T20:56:30.098983] [INFO ] [main      ] Progress: 119/970 forecasts completed (12.3%). BLFY finished in 0.6s. ETA: 2m 26s. Rate: 349.88 forecasts/min
[2025-12-04T20:56:30.110366] [DEBUG] [REMOTE    ] MCRB: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:30.111318] [DEBUG] [LOCAL     ] Loaded configuration for MCRB: 3 features, N/A% accuracy
[2025-12-04T20:56:30.111369] [INFO ] [LOCAL     ] MCRB: Loaded 3 optimal features with 46.86% confidence from JSON config
[2025-12-04T20:56:30.111401] [DEBUG] [MAG       ] Building data for symbol: MCRB with lookback: 0
[2025-12-04T20:56:30.112216] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:56:30.112274] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:56:30.117955] [DEBUG] [MAG       ] CHCI: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:30.121344] [DEBUG] [MAG       ] PRTA: Last date is validated at 2025-12-04
[2025-12-04T20:56:30.193490] [INFO ] [LOCAL     ] IRTC: Saved forecast.
[2025-12-04T20:56:30.193597] [INFO ] [main      ] IRTC: Signal=1 (Conf=90.0%), Magnitude=-0.96% (Conf=46.9018%)
[2025-12-04T20:56:30.194072] [INFO ] [main      ] Fetching symbol history for RHI...
[2025-12-04T20:56:30.194124] [DEBUG] [REMOTE    ] RHI: Fetching historical data.
[2025-12-04T20:56:30.194687] [INFO ] [main      ] Progress: 120/970 forecasts completed (12.4%). IRTC finished in 0.7s. ETA: 2m 25s. Rate: 351.18 forecasts/min
[2025-12-04T20:56:30.204695] [INFO ] [LOCAL     ] CHCI: Saved forecast.
[2025-12-04T20:56:30.204771] [INFO ] [main      ] CHCI: Signal=1 (Conf=90.0%), Magnitude=1.95% (Conf=49.6462%)
[2025-12-04T20:56:30.204954] [INFO ] [main      ] Fetching symbol history for DCTH...
[2025-12-04T20:56:30.204999] [DEBUG] [REMOTE    ] DCTH: Fetching historical data.
[2025-12-04T20:56:30.206789] [INFO ] [main      ] Progress: 121/970 forecasts completed (12.5%). CHCI finished in 0.6s. ETA: 2m 24s. Rate: 353.89 forecasts/min
[2025-12-04T20:56:30.210478] [DEBUG] [REMOTE    ] RHI: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:30.211843] [DEBUG] [LOCAL     ] Loaded configuration for RHI: 9 features, N/A% accuracy
[2025-12-04T20:56:30.211912] [INFO ] [LOCAL     ] RHI: Loaded 9 optimal features with 50.97% confidence from JSON config
[2025-12-04T20:56:30.211947] [DEBUG] [MAG       ] Building data for symbol: RHI with lookback: 0
[2025-12-04T20:56:30.213167] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-04T20:56:30.213237] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:30.218472] [DEBUG] [REMOTE    ] DCTH: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:30.218701] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:30.219483] [DEBUG] [LOCAL     ] Loaded configuration for DCTH: 3 features, N/A% accuracy
[2025-12-04T20:56:30.219542] [INFO ] [LOCAL     ] DCTH: Loaded 3 optimal features with 46.56% confidence from JSON config
[2025-12-04T20:56:30.219592] [DEBUG] [MAG       ] Building data for symbol: DCTH with lookback: 0
[2025-12-04T20:56:30.220450] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:56:30.220508] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:30.220857] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:56:30.221504] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-04T20:56:30.225754] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:56:30.226611] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-04T20:56:30.227845] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-04T20:56:30.228329] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:30.228826] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-04T20:56:30.229529] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:30.273623] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-04T20:56:30.300869] [DEBUG] [MAG       ] PRTA: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:30.351730] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:56:30.353355] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:56:30.355268] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:56:30.356368] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:56:30.357087] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:30.383062] [INFO ] [LOCAL     ] PRTA: Saved forecast.
[2025-12-04T20:56:30.383149] [INFO ] [main      ] PRTA: Signal=1 (Conf=90.0%), Magnitude=-1.16% (Conf=58.1264%)
[2025-12-04T20:56:30.383637] [INFO ] [main      ] Fetching symbol history for CLBK...
[2025-12-04T20:56:30.383689] [DEBUG] [REMOTE    ] CLBK: Fetching historical data.
[2025-12-04T20:56:30.383684] [INFO ] [main      ] Progress: 122/970 forecasts completed (12.6%). PRTA finished in 0.8s. ETA: 2m 24s. Rate: 353.77 forecasts/min
[2025-12-04T20:56:30.397243] [DEBUG] [REMOTE    ] CLBK: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:30.398744] [DEBUG] [LOCAL     ] Loaded configuration for CLBK: 7 features, N/A% accuracy
[2025-12-04T20:56:30.398801] [INFO ] [LOCAL     ] CLBK: Loaded 7 optimal features with 60.32% confidence from JSON config
[2025-12-04T20:56:30.398831] [DEBUG] [MAG       ] Building data for symbol: CLBK with lookback: 0
[2025-12-04T20:56:30.399769] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-04T20:56:30.399836] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:30.401851] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:56:30.402486] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:30.402923] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:56:30.403815] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-04T20:56:30.406718] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-04T20:56:30.407870] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-04T20:56:30.410723] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:30.570321] [DEBUG] [MAG       ] DCTH: Last date is validated at 2025-12-04
[2025-12-04T20:56:30.572546] [DEBUG] [MAG       ] MCRB: Last date is validated at 2025-12-04
[2025-12-04T20:56:30.696087] [DEBUG] [MAG       ] RHI: Last date is validated at 2025-12-04
[2025-12-04T20:56:30.744879] [DEBUG] [MAG       ] MCRB: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:30.745806] [DEBUG] [MAG       ] DCTH: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:30.774191] [DEBUG] [MAG       ] CLBK: Last date is validated at 2025-12-04
[2025-12-04T20:56:30.818783] [INFO ] [LOCAL     ] DCTH: Saved forecast.
[2025-12-04T20:56:30.818855] [INFO ] [main      ] DCTH: Signal=1 (Conf=90.0%), Magnitude=1.53% (Conf=46.5563%)
[2025-12-04T20:56:30.819250] [INFO ] [main      ] Fetching symbol history for PFG...
[2025-12-04T20:56:30.819300] [DEBUG] [REMOTE    ] PFG: Fetching historical data.
[2025-12-04T20:56:30.819308] [INFO ] [main      ] Progress: 123/970 forecasts completed (12.7%). DCTH finished in 0.6s. ETA: 2m 25s. Rate: 349.31 forecasts/min
[2025-12-04T20:56:30.830440] [DEBUG] [REMOTE    ] PFG: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:30.831358] [DEBUG] [LOCAL     ] Loaded configuration for PFG: 3 features, N/A% accuracy
[2025-12-04T20:56:30.831414] [INFO ] [LOCAL     ] PFG: Loaded 3 optimal features with 57.63% confidence from JSON config
[2025-12-04T20:56:30.831445] [DEBUG] [MAG       ] Building data for symbol: PFG with lookback: 0
[2025-12-04T20:56:30.832240] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:56:30.832296] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:30.837044] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:30.838370] [INFO ] [LOCAL     ] MCRB: Saved forecast.
[2025-12-04T20:56:30.838437] [INFO ] [main      ] MCRB: Signal=1 (Conf=90.0%), Magnitude=-0.02% (Conf=46.8559%)
[2025-12-04T20:56:30.838615] [INFO ] [main      ] Fetching symbol history for CDE...
[2025-12-04T20:56:30.838659] [DEBUG] [REMOTE    ] CDE: Fetching historical data.
[2025-12-04T20:56:30.838947] [INFO ] [main      ] Progress: 124/970 forecasts completed (12.8%). MCRB finished in 0.7s. ETA: 2m 24s. Rate: 351.83 forecasts/min
[2025-12-04T20:56:30.839031] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:56:30.839501] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:30.850257] [DEBUG] [REMOTE    ] CDE: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:30.851388] [DEBUG] [LOCAL     ] Loaded configuration for CDE: 6 features, N/A% accuracy
[2025-12-04T20:56:30.851438] [INFO ] [LOCAL     ] CDE: Loaded 6 optimal features with 48.50% confidence from JSON config
[2025-12-04T20:56:30.851468] [DEBUG] [MAG       ] Building data for symbol: CDE with lookback: 0
[2025-12-04T20:56:30.852273] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:56:30.852333] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:30.857090] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:30.858914] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:56:30.859390] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:30.859851] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:56:30.860597] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-04T20:56:30.861872] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:30.871089] [DEBUG] [MAG       ] RHI: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:30.956635] [DEBUG] [MAG       ] CLBK: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:30.976099] [INFO ] [LOCAL     ] RHI: Saved forecast.
[2025-12-04T20:56:30.976185] [INFO ] [main      ] RHI: Signal=1 (Conf=90.0%), Magnitude=-1.10% (Conf=50.9731%)
[2025-12-04T20:56:30.976385] [INFO ] [main      ] Fetching symbol history for STLD...
[2025-12-04T20:56:30.977082] [DEBUG] [REMOTE    ] STLD: Fetching historical data.
[2025-12-04T20:56:30.977840] [INFO ] [main      ] Progress: 125/970 forecasts completed (12.9%). RHI finished in 0.8s. ETA: 2m 24s. Rate: 352.35 forecasts/min
[2025-12-04T20:56:30.990882] [DEBUG] [REMOTE    ] STLD: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:30.992687] [DEBUG] [LOCAL     ] Loaded configuration for STLD: 9 features, N/A% accuracy
[2025-12-04T20:56:30.992748] [INFO ] [LOCAL     ] STLD: Loaded 9 optimal features with 60.12% confidence from JSON config
[2025-12-04T20:56:30.992783] [DEBUG] [MAG       ] Building data for symbol: STLD with lookback: 0
[2025-12-04T20:56:30.993863] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-04T20:56:30.993930] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:30.999232] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:31.001105] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:56:31.001654] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:31.002080] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:56:31.002836] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:56:31.041742] [INFO ] [LOCAL     ] CLBK: Saved forecast.
[2025-12-04T20:56:31.041864] [INFO ] [main      ] CLBK: Signal=1 (Conf=90.0%), Magnitude=-4.43% (Conf=60.3159%)
[2025-12-04T20:56:31.042078] [INFO ] [main      ] Fetching symbol history for ALZN...
[2025-12-04T20:56:31.042429] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-04T20:56:31.045133] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-04T20:56:31.042125] [DEBUG] [REMOTE    ] ALZN: Fetching historical data.
[2025-12-04T20:56:31.046847] [INFO ] [main      ] Progress: 126/970 forecasts completed (13.0%). CLBK finished in 0.7s. ETA: 2m 23s. Rate: 354.02 forecasts/min
[2025-12-04T20:56:31.049718] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:56:31.050848] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:31.059289] [DEBUG] [REMOTE    ] ALZN: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:31.060465] [DEBUG] [LOCAL     ] Loaded configuration for ALZN: 7 features, N/A% accuracy
[2025-12-04T20:56:31.060523] [INFO ] [LOCAL     ] ALZN: Loaded 7 optimal features with 67.64% confidence from JSON config
[2025-12-04T20:56:31.060557] [DEBUG] [MAG       ] Building data for symbol: ALZN with lookback: 0
[2025-12-04T20:56:31.061496] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-04T20:56:31.061561] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:31.063389] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:56:31.063994] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:31.064435] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:56:31.179292] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:56:31.181202] [DEBUG] [MAG       ] PFG: Last date is validated at 2025-12-04
[2025-12-04T20:56:31.209526] [DEBUG] [MAG       ] CDE: Last date is validated at 2025-12-04
[2025-12-04T20:56:31.220470] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-04T20:56:31.222084] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-04T20:56:31.222823] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:31.350473] [DEBUG] [MAG       ] PFG: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:31.380272] [DEBUG] [MAG       ] CDE: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:31.387767] [DEBUG] [MAG       ] STLD: Last date is validated at 2025-12-04
[2025-12-04T20:56:31.449769] [INFO ] [LOCAL     ] PFG: Saved forecast.
[2025-12-04T20:56:31.449841] [INFO ] [main      ] PFG: Signal=1 (Conf=90.0%), Magnitude=0.42% (Conf=57.6295%)
[2025-12-04T20:56:31.450007] [INFO ] [main      ] Fetching symbol history for SNTI...
[2025-12-04T20:56:31.450050] [DEBUG] [REMOTE    ] SNTI: Fetching historical data.
[2025-12-04T20:56:31.450884] [INFO ] [main      ] Progress: 127/970 forecasts completed (13.1%). PFG finished in 0.6s. ETA: 2m 24s. Rate: 350.20 forecasts/min
[2025-12-04T20:56:31.459101] [INFO ] [LOCAL     ] CDE: Saved forecast.
[2025-12-04T20:56:31.459166] [INFO ] [main      ] CDE: Signal=1 (Conf=90.0%), Magnitude=-3.15% (Conf=48.4988%)
[2025-12-04T20:56:31.459492] [INFO ] [main      ] Progress: 128/970 forecasts completed (13.2%). CDE finished in 0.6s. ETA: 2m 23s. Rate: 352.82 forecasts/min
[2025-12-04T20:56:31.459630] [INFO ] [main      ] Fetching symbol history for MATX...
[2025-12-04T20:56:31.459673] [DEBUG] [REMOTE    ] MATX: Fetching historical data.
[2025-12-04T20:56:31.461554] [DEBUG] [REMOTE    ] SNTI: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:31.463008] [DEBUG] [LOCAL     ] Loaded configuration for SNTI: 4 features, N/A% accuracy
[2025-12-04T20:56:31.463061] [INFO ] [LOCAL     ] SNTI: Loaded 4 optimal features with 40.86% confidence from JSON config
[2025-12-04T20:56:31.463094] [DEBUG] [MAG       ] Building data for symbol: SNTI with lookback: 0
[2025-12-04T20:56:31.463945] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:56:31.464005] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:31.465827] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:56:31.466378] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:31.466790] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:56:31.468516] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:31.471003] [DEBUG] [REMOTE    ] MATX: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:31.471788] [DEBUG] [LOCAL     ] Loaded configuration for MATX: 2 features, N/A% accuracy
[2025-12-04T20:56:31.471853] [INFO ] [LOCAL     ] MATX: Loaded 2 optimal features with 57.95% confidence from JSON config
[2025-12-04T20:56:31.471890] [DEBUG] [MAG       ] Building data for symbol: MATX with lookback: 0
[2025-12-04T20:56:31.472656] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:56:31.472712] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:31.477451] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:56:31.479260] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:31.559327] [DEBUG] [MAG       ] STLD: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:31.564613] [DEBUG] [MAG       ] ALZN: Last date is validated at 2025-12-04
[2025-12-04T20:56:31.686139] [INFO ] [LOCAL     ] STLD: Saved forecast.
[2025-12-04T20:56:31.686208] [INFO ] [main      ] STLD: Signal=1 (Conf=90.0%), Magnitude=1.20% (Conf=60.1177%)
[2025-12-04T20:56:31.686562] [INFO ] [main      ] Fetching symbol history for OHI...
[2025-12-04T20:56:31.686627] [DEBUG] [REMOTE    ] OHI: Fetching historical data.
[2025-12-04T20:56:31.687650] [INFO ] [main      ] Progress: 129/970 forecasts completed (13.3%). STLD finished in 0.7s. ETA: 2m 23s. Rate: 351.89 forecasts/min
[2025-12-04T20:56:31.698070] [DEBUG] [REMOTE    ] OHI: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:31.699250] [DEBUG] [LOCAL     ] Loaded configuration for OHI: 6 features, N/A% accuracy
[2025-12-04T20:56:31.699303] [INFO ] [LOCAL     ] OHI: Loaded 6 optimal features with 57.69% confidence from JSON config
[2025-12-04T20:56:31.699335] [DEBUG] [MAG       ] Building data for symbol: OHI with lookback: 0
[2025-12-04T20:56:31.700183] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:56:31.700248] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:31.705233] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:31.707045] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:56:31.707529] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:31.707939] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:56:31.729277] [DEBUG] [MAG       ] ALZN: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:31.746449] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-04T20:56:31.747422] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:31.798907] [INFO ] [LOCAL     ] ALZN: Saved forecast.
[2025-12-04T20:56:31.798976] [INFO ] [main      ] ALZN: Signal=1 (Conf=90.0%), Magnitude=-3.94% (Conf=67.6387%)
[2025-12-04T20:56:31.799352] [INFO ] [main      ] Fetching symbol history for BNS...
[2025-12-04T20:56:31.799402] [DEBUG] [REMOTE    ] BNS: Fetching historical data.
[2025-12-04T20:56:31.799660] [INFO ] [main      ] Progress: 130/970 forecasts completed (13.4%). ALZN finished in 0.8s. ETA: 2m 23s. Rate: 352.82 forecasts/min
[2025-12-04T20:56:31.810249] [DEBUG] [REMOTE    ] BNS: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:31.810543] [DEBUG] [MAG       ] SNTI: Last date is validated at 2025-12-04
[2025-12-04T20:56:31.811325] [DEBUG] [LOCAL     ] Loaded configuration for BNS: 2 features, N/A% accuracy
[2025-12-04T20:56:31.811376] [INFO ] [LOCAL     ] BNS: Loaded 2 optimal features with 61.96% confidence from JSON config
[2025-12-04T20:56:31.811407] [DEBUG] [MAG       ] Building data for symbol: BNS with lookback: 0
[2025-12-04T20:56:31.812204] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:56:31.812261] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:31.817378] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:56:31.819201] [DEBUG] [MAG       ] MATX: Last date is validated at 2025-12-04
[2025-12-04T20:56:31.819778] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:31.989894] [DEBUG] [MAG       ] MATX: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:31.995523] [DEBUG] [MAG       ] SNTI: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:32.087111] [INFO ] [LOCAL     ] SNTI: Saved forecast.
[2025-12-04T20:56:32.087202] [INFO ] [main      ] SNTI: Signal=1 (Conf=90.0%), Magnitude=21.26% (Conf=40.8632%)
[2025-12-04T20:56:32.087711] [INFO ] [main      ] Fetching symbol history for REYN...
[2025-12-04T20:56:32.087763] [DEBUG] [REMOTE    ] REYN: Fetching historical data.
[2025-12-04T20:56:32.089098] [INFO ] [main      ] Progress: 131/970 forecasts completed (13.5%). SNTI finished in 0.6s. ETA: 2m 23s. Rate: 350.94 forecasts/min
[2025-12-04T20:56:32.098839] [DEBUG] [MAG       ] OHI: Last date is validated at 2025-12-04
[2025-12-04T20:56:32.102843] [DEBUG] [REMOTE    ] REYN: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:32.104001] [DEBUG] [LOCAL     ] Loaded configuration for REYN: 5 features, N/A% accuracy
[2025-12-04T20:56:32.104060] [INFO ] [LOCAL     ] REYN: Loaded 5 optimal features with 56.03% confidence from JSON config
[2025-12-04T20:56:32.104091] [DEBUG] [MAG       ] Building data for symbol: REYN with lookback: 0
[2025-12-04T20:56:32.105018] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:56:32.105079] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:32.110184] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:32.112100] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:56:32.112639] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:32.113043] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-04T20:56:32.114025] [INFO ] [LOCAL     ] MATX: Saved forecast.
[2025-12-04T20:56:32.114096] [INFO ] [main      ] MATX: Signal=1 (Conf=90.0%), Magnitude=2.57% (Conf=57.9484%)
[2025-12-04T20:56:32.114260] [INFO ] [main      ] Fetching symbol history for OXM...
[2025-12-04T20:56:32.114303] [DEBUG] [REMOTE    ] OXM: Fetching historical data.
[2025-12-04T20:56:32.115106] [INFO ] [main      ] Progress: 132/970 forecasts completed (13.6%). MATX finished in 0.7s. ETA: 2m 22s. Rate: 353.21 forecasts/min
[2025-12-04T20:56:32.116110] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:32.126588] [DEBUG] [REMOTE    ] OXM: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:32.127478] [DEBUG] [LOCAL     ] Loaded configuration for OXM: 4 features, N/A% accuracy
[2025-12-04T20:56:32.127536] [INFO ] [LOCAL     ] OXM: Loaded 4 optimal features with 49.10% confidence from JSON config
[2025-12-04T20:56:32.127585] [DEBUG] [MAG       ] Building data for symbol: OXM with lookback: 0
[2025-12-04T20:56:32.128444] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:56:32.128503] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:32.133260] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-04T20:56:32.134113] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-04T20:56:32.134801] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:56:32.135886] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:32.166073] [DEBUG] [MAG       ] BNS: Last date is validated at 2025-12-04
[2025-12-04T20:56:32.271187] [DEBUG] [MAG       ] OHI: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:32.329974] [DEBUG] [MAG       ] BNS: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:32.350245] [INFO ] [LOCAL     ] OHI: Saved forecast.
[2025-12-04T20:56:32.350323] [INFO ] [main      ] OHI: Signal=1 (Conf=90.0%), Magnitude=1.04% (Conf=57.6911%)
[2025-12-04T20:56:32.350704] [INFO ] [main      ] Fetching symbol history for MBC...
[2025-12-04T20:56:32.350754] [DEBUG] [REMOTE    ] MBC: Fetching historical data.
[2025-12-04T20:56:32.351664] [INFO ] [main      ] Progress: 133/970 forecasts completed (13.7%). OHI finished in 0.7s. ETA: 2m 23s. Rate: 352.17 forecasts/min
[2025-12-04T20:56:32.362452] [DEBUG] [REMOTE    ] MBC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:32.363651] [DEBUG] [LOCAL     ] Loaded configuration for MBC: 2 features, N/A% accuracy
[2025-12-04T20:56:32.363703] [INFO ] [LOCAL     ] MBC: Loaded 2 optimal features with 59.38% confidence from JSON config
[2025-12-04T20:56:32.363735] [DEBUG] [MAG       ] Building data for symbol: MBC with lookback: 0
[2025-12-04T20:56:32.364531] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:56:32.364612] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:56:32.365333] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-04T20:56:32.371001] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:32.408260] [INFO ] [LOCAL     ] BNS: Saved forecast.
[2025-12-04T20:56:32.408336] [INFO ] [main      ] BNS: Signal=1 (Conf=90.0%), Magnitude=0.15% (Conf=61.9645%)
[2025-12-04T20:56:32.408792] [INFO ] [main      ] Progress: 134/970 forecasts completed (13.8%). BNS finished in 0.6s. ETA: 2m 22s. Rate: 353.93 forecasts/min
[2025-12-04T20:56:32.408939] [INFO ] [main      ] Fetching symbol history for PD...
[2025-12-04T20:56:32.408983] [DEBUG] [REMOTE    ] PD: Fetching historical data.
[2025-12-04T20:56:32.420163] [DEBUG] [REMOTE    ] PD: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:32.421186] [DEBUG] [LOCAL     ] Loaded configuration for PD: 4 features, N/A% accuracy
[2025-12-04T20:56:32.421237] [INFO ] [LOCAL     ] PD: Loaded 4 optimal features with 47.28% confidence from JSON config
[2025-12-04T20:56:32.421268] [DEBUG] [MAG       ] Building data for symbol: PD with lookback: 0
[2025-12-04T20:56:32.422072] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:56:32.422131] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:32.426902] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:56:32.427702] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-04T20:56:32.428975] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-04T20:56:32.429598] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:32.464657] [DEBUG] [MAG       ] REYN: Last date is validated at 2025-12-04
[2025-12-04T20:56:32.476496] [DEBUG] [MAG       ] OXM: Last date is validated at 2025-12-04
[2025-12-04T20:56:32.636715] [DEBUG] [MAG       ] REYN: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:32.647317] [DEBUG] [MAG       ] OXM: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:32.710091] [DEBUG] [MAG       ] MBC: Last date is validated at 2025-12-04
[2025-12-04T20:56:32.712340] [INFO ] [LOCAL     ] REYN: Saved forecast.
[2025-12-04T20:56:32.712424] [INFO ] [main      ] REYN: Signal=1 (Conf=90.0%), Magnitude=-0.60% (Conf=56.029%)
[2025-12-04T20:56:32.713048] [INFO ] [main      ] Fetching symbol history for SF...
[2025-12-04T20:56:32.713100] [DEBUG] [REMOTE    ] SF: Fetching historical data.
[2025-12-04T20:56:32.713687] [INFO ] [main      ] Progress: 135/970 forecasts completed (13.9%). REYN finished in 0.6s. ETA: 2m 22s. Rate: 351.84 forecasts/min
[2025-12-04T20:56:32.727150] [DEBUG] [REMOTE    ] SF: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:32.729218] [DEBUG] [LOCAL     ] Loaded configuration for SF: 9 features, N/A% accuracy
[2025-12-04T20:56:32.729295] [INFO ] [LOCAL     ] SF: Loaded 9 optimal features with 56.21% confidence from JSON config
[2025-12-04T20:56:32.729326] [DEBUG] [MAG       ] Building data for symbol: SF with lookback: 0
[2025-12-04T20:56:32.730311] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-04T20:56:32.730377] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:32.735737] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:56:32.751687] [INFO ] [LOCAL     ] OXM: Saved forecast.
[2025-12-04T20:56:32.751764] [INFO ] [main      ] OXM: Signal=1 (Conf=90.0%), Magnitude=-3.64% (Conf=49.0998%)
[2025-12-04T20:56:32.752145] [INFO ] [main      ] Fetching symbol history for CTAS...
[2025-12-04T20:56:32.752546] [DEBUG] [REMOTE    ] CTAS: Fetching historical data.
[2025-12-04T20:56:32.754978] [INFO ] [main      ] Progress: 136/970 forecasts completed (14.0%). OXM finished in 0.6s. ETA: 2m 21s. Rate: 353.82 forecasts/min
[2025-12-04T20:56:32.763815] [DEBUG] [REMOTE    ] CTAS: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:32.764538] [DEBUG] [MAG       ] PD: Last date is validated at 2025-12-04
[2025-12-04T20:56:32.768783] [DEBUG] [LOCAL     ] Loaded configuration for CTAS: 6 features, N/A% accuracy
[2025-12-04T20:56:32.768837] [INFO ] [LOCAL     ] CTAS: Loaded 6 optimal features with 78.66% confidence from JSON config
[2025-12-04T20:56:32.768868] [DEBUG] [MAG       ] Building data for symbol: CTAS with lookback: 0
[2025-12-04T20:56:32.769678] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:56:32.769736] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:32.774436] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:56:32.775235] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:56:32.776500] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:32.778859] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:56:32.779456] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:56:32.780562] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:56:32.782365] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:56:32.783419] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:56:32.784128] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-04T20:56:32.787074] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:32.816815] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-04T20:56:32.819280] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-04T20:56:32.820131] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-04T20:56:32.842496] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:32.887451] [DEBUG] [MAG       ] MBC: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:32.932975] [DEBUG] [MAG       ] PD: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:32.958181] [INFO ] [LOCAL     ] MBC: Saved forecast.
[2025-12-04T20:56:32.958297] [INFO ] [main      ] MBC: Signal=1 (Conf=90.0%), Magnitude=1.61% (Conf=59.3782%)
[2025-12-04T20:56:32.958832] [INFO ] [main      ] Fetching symbol history for GLPG...
[2025-12-04T20:56:32.958884] [DEBUG] [REMOTE    ] GLPG: Fetching historical data.
[2025-12-04T20:56:32.959333] [INFO ] [main      ] Progress: 137/970 forecasts completed (14.1%). MBC finished in 0.6s. ETA: 2m 21s. Rate: 353.29 forecasts/min
[2025-12-04T20:56:32.972664] [DEBUG] [REMOTE    ] GLPG: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:32.973754] [DEBUG] [LOCAL     ] Loaded configuration for GLPG: 6 features, N/A% accuracy
[2025-12-04T20:56:32.973824] [INFO ] [LOCAL     ] GLPG: Loaded 6 optimal features with 49.18% confidence from JSON config
[2025-12-04T20:56:32.973856] [DEBUG] [MAG       ] Building data for symbol: GLPG with lookback: 0
[2025-12-04T20:56:32.974792] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:56:32.974853] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:32.979785] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:32.981598] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:56:32.982096] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:56:32.982524] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:32.982961] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-04T20:56:32.984312] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:33.011920] [INFO ] [LOCAL     ] PD: Saved forecast.
[2025-12-04T20:56:33.011992] [INFO ] [main      ] PD: Signal=1 (Conf=90.0%), Magnitude=11.53% (Conf=47.277%)
[2025-12-04T20:56:33.012162] [INFO ] [main      ] Fetching symbol history for VMD...
[2025-12-04T20:56:33.012206] [DEBUG] [REMOTE    ] VMD: Fetching historical data.
[2025-12-04T20:56:33.012846] [INFO ] [main      ] Progress: 138/970 forecasts completed (14.2%). PD finished in 0.6s. ETA: 2m 21s. Rate: 355.05 forecasts/min
[2025-12-04T20:56:33.023761] [DEBUG] [REMOTE    ] VMD: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:33.024778] [DEBUG] [LOCAL     ] Loaded configuration for VMD: 13 features, N/A% accuracy
[2025-12-04T20:56:33.024833] [INFO ] [LOCAL     ] VMD: Loaded 13 optimal features with 66.03% confidence from JSON config
[2025-12-04T20:56:33.024866] [DEBUG] [MAG       ] Building data for symbol: VMD with lookback: 0
[2025-12-04T20:56:33.025727] [DEBUG] [FEATURES  ] DataBuilder: Executing 13 feature methods.
[2025-12-04T20:56:33.025794] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:33.030698] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:33.032527] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:56:33.033037] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:33.033422] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-04T20:56:33.115234] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-04T20:56:33.116339] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-04T20:56:33.119550] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-04T20:56:33.120247] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:56:33.120790] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:56:33.121902] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:56:33.123614] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:56:33.124708] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:56:33.125398] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:33.141443] [DEBUG] [MAG       ] SF: Last date is validated at 2025-12-04
[2025-12-04T20:56:33.185386] [DEBUG] [MAG       ] CTAS: Last date is validated at 2025-12-04
[2025-12-04T20:56:33.308117] [DEBUG] [MAG       ] SF: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:33.325638] [DEBUG] [MAG       ] GLPG: Last date is validated at 2025-12-04
[2025-12-04T20:56:33.355561] [DEBUG] [MAG       ] CTAS: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:33.428374] [INFO ] [LOCAL     ] SF: Saved forecast.
[2025-12-04T20:56:33.428446] [INFO ] [main      ] SF: Signal=1 (Conf=90.0%), Magnitude=-1.27% (Conf=56.2098%)
[2025-12-04T20:56:33.428804] [INFO ] [main      ] Fetching symbol history for AFCG...
[2025-12-04T20:56:33.428862] [DEBUG] [REMOTE    ] AFCG: Fetching historical data.
[2025-12-04T20:56:33.429711] [INFO ] [main      ] Progress: 139/970 forecasts completed (14.3%). SF finished in 0.7s. ETA: 2m 22s. Rate: 351.34 forecasts/min
[2025-12-04T20:56:33.440798] [DEBUG] [REMOTE    ] AFCG: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:33.441753] [DEBUG] [LOCAL     ] Loaded configuration for AFCG: 8 features, N/A% accuracy
[2025-12-04T20:56:33.441805] [INFO ] [LOCAL     ] AFCG: Loaded 8 optimal features with 65.17% confidence from JSON config
[2025-12-04T20:56:33.441843] [DEBUG] [MAG       ] Building data for symbol: AFCG with lookback: 0
[2025-12-04T20:56:33.442682] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-04T20:56:33.442754] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:33.447543] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:33.449402] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:56:33.449915] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:33.450293] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:56:33.451152] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:56:33.453471] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:56:33.475068] [INFO ] [LOCAL     ] CTAS: Saved forecast.
[2025-12-04T20:56:33.475137] [INFO ] [main      ] CTAS: Signal=1 (Conf=90.0%), Magnitude=0.01% (Conf=78.6552%)
[2025-12-04T20:56:33.475479] [INFO ] [main      ] Fetching symbol history for JACK...
[2025-12-04T20:56:33.475528] [DEBUG] [REMOTE    ] JACK: Fetching historical data.
[2025-12-04T20:56:33.476737] [INFO ] [main      ] Progress: 140/970 forecasts completed (14.4%). CTAS finished in 0.7s. ETA: 2m 21s. Rate: 353.17 forecasts/min
[2025-12-04T20:56:33.487280] [DEBUG] [REMOTE    ] JACK: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:33.488163] [DEBUG] [LOCAL     ] Loaded configuration for JACK: 7 features, N/A% accuracy
[2025-12-04T20:56:33.488221] [INFO ] [LOCAL     ] JACK: Loaded 7 optimal features with 51.70% confidence from JSON config
[2025-12-04T20:56:33.488280] [DEBUG] [MAG       ] Building data for symbol: JACK with lookback: 0
[2025-12-04T20:56:33.489143] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-04T20:56:33.489203] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:33.490868] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:56:33.491370] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:33.491779] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:56:33.492209] [DEBUG] [MAG       ] VMD: Last date is validated at 2025-12-04
[2025-12-04T20:56:33.492496] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:56:33.493305] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:56:33.507482] [DEBUG] [MAG       ] GLPG: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:33.531880] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:56:33.533087] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:33.562895] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-04T20:56:33.563935] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:33.591919] [INFO ] [LOCAL     ] GLPG: Saved forecast.
[2025-12-04T20:56:33.592004] [INFO ] [main      ] GLPG: Signal=1 (Conf=90.0%), Magnitude=2.15% (Conf=49.1755%)
[2025-12-04T20:56:33.592460] [INFO ] [main      ] Fetching symbol history for UDMY...
[2025-12-04T20:56:33.592510] [DEBUG] [REMOTE    ] UDMY: Fetching historical data.
[2025-12-04T20:56:33.592704] [INFO ] [main      ] Progress: 141/970 forecasts completed (14.5%). GLPG finished in 0.6s. ETA: 2m 21s. Rate: 353.97 forecasts/min
[2025-12-04T20:56:33.605626] [DEBUG] [REMOTE    ] UDMY: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:33.607661] [DEBUG] [LOCAL     ] Loaded configuration for UDMY: 3 features, N/A% accuracy
[2025-12-04T20:56:33.607717] [INFO ] [LOCAL     ] UDMY: Loaded 3 optimal features with 38.34% confidence from JSON config
[2025-12-04T20:56:33.607749] [DEBUG] [MAG       ] Building data for symbol: UDMY with lookback: 0
[2025-12-04T20:56:33.608699] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:56:33.608758] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:33.613959] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:56:33.614976] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:56:33.616629] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:33.681892] [DEBUG] [MAG       ] VMD: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:33.758990] [INFO ] [LOCAL     ] VMD: Saved forecast.
[2025-12-04T20:56:33.759073] [INFO ] [main      ] VMD: Signal=1 (Conf=90.0%), Magnitude=-0.25% (Conf=66.0284%)
[2025-12-04T20:56:33.759616] [INFO ] [main      ] Progress: 142/970 forecasts completed (14.6%). VMD finished in 0.7s. ETA: 2m 20s. Rate: 354.01 forecasts/min
[2025-12-04T20:56:33.759803] [INFO ] [main      ] Fetching symbol history for BBWI...
[2025-12-04T20:56:33.759852] [DEBUG] [REMOTE    ] BBWI: Fetching historical data.
[2025-12-04T20:56:33.775429] [DEBUG] [REMOTE    ] BBWI: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:33.776857] [DEBUG] [LOCAL     ] Loaded configuration for BBWI: 4 features, N/A% accuracy
[2025-12-04T20:56:33.776915] [INFO ] [LOCAL     ] BBWI: Loaded 4 optimal features with 65.58% confidence from JSON config
[2025-12-04T20:56:33.780100] [DEBUG] [MAG       ] Building data for symbol: BBWI with lookback: 0
[2025-12-04T20:56:33.781230] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:56:33.781296] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:33.786605] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-04T20:56:33.787598] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-04T20:56:33.788289] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-04T20:56:33.789005] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:33.893506] [DEBUG] [MAG       ] JACK: Last date is validated at 2025-12-04
[2025-12-04T20:56:33.899823] [DEBUG] [MAG       ] AFCG: Last date is validated at 2025-12-04
[2025-12-04T20:56:33.976647] [DEBUG] [MAG       ] UDMY: Last date is validated at 2025-12-04
[2025-12-04T20:56:34.062590] [DEBUG] [MAG       ] JACK: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:34.064091] [DEBUG] [MAG       ] AFCG: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:34.130372] [INFO ] [LOCAL     ] AFCG: Saved forecast.
[2025-12-04T20:56:34.130440] [INFO ] [main      ] AFCG: Signal=1 (Conf=90.0%), Magnitude=3.27% (Conf=65.1725%)
[2025-12-04T20:56:34.130623] [INFO ] [main      ] Fetching symbol history for CRVL...
[2025-12-04T20:56:34.130669] [DEBUG] [REMOTE    ] CRVL: Fetching historical data.
[2025-12-04T20:56:34.133000] [INFO ] [main      ] Progress: 143/970 forecasts completed (14.7%). AFCG finished in 0.7s. ETA: 2m 21s. Rate: 351.05 forecasts/min
[2025-12-04T20:56:34.142270] [DEBUG] [REMOTE    ] CRVL: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:34.143319] [DEBUG] [LOCAL     ] Loaded configuration for CRVL: 5 features, N/A% accuracy
[2025-12-04T20:56:34.143372] [INFO ] [LOCAL     ] CRVL: Loaded 5 optimal features with 45.09% confidence from JSON config
[2025-12-04T20:56:34.143402] [DEBUG] [MAG       ] Building data for symbol: CRVL with lookback: 0
[2025-12-04T20:56:34.144235] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:56:34.144626] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:34.147247] [DEBUG] [MAG       ] BBWI: Last date is validated at 2025-12-04
[2025-12-04T20:56:34.149127] [DEBUG] [MAG       ] UDMY: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:34.149461] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:56:34.150291] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:56:34.151336] [INFO ] [LOCAL     ] JACK: Saved forecast.
[2025-12-04T20:56:34.151408] [INFO ] [main      ] JACK: Signal=1 (Conf=90.0%), Magnitude=5.53% (Conf=51.7019%)
[2025-12-04T20:56:34.151799] [INFO ] [main      ] Progress: 144/970 forecasts completed (14.8%). JACK finished in 0.7s. ETA: 2m 20s. Rate: 353.24 forecasts/min
[2025-12-04T20:56:34.151942] [INFO ] [main      ] Fetching symbol history for MIGI...
[2025-12-04T20:56:34.151988] [DEBUG] [REMOTE    ] MIGI: Fetching historical data.
[2025-12-04T20:56:34.163672] [DEBUG] [REMOTE    ] MIGI: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:34.164764] [DEBUG] [LOCAL     ] Loaded configuration for MIGI: 4 features, N/A% accuracy
[2025-12-04T20:56:34.164820] [INFO ] [LOCAL     ] MIGI: Loaded 4 optimal features with 54.68% confidence from JSON config
[2025-12-04T20:56:34.164851] [DEBUG] [MAG       ] Building data for symbol: MIGI with lookback: 0
[2025-12-04T20:56:34.165720] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:56:34.165780] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:34.170567] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-04T20:56:34.171544] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-04T20:56:34.173041] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-04T20:56:34.175644] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:34.190420] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-04T20:56:34.191628] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-04T20:56:34.193904] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:34.219801] [INFO ] [LOCAL     ] UDMY: Saved forecast.
[2025-12-04T20:56:34.219885] [INFO ] [main      ] UDMY: Signal=1 (Conf=90.0%), Magnitude=-0.05% (Conf=38.3415%)
[2025-12-04T20:56:34.220366] [INFO ] [main      ] Fetching symbol history for RMI...
[2025-12-04T20:56:34.220418] [DEBUG] [REMOTE    ] RMI: Fetching historical data.
[2025-12-04T20:56:34.220803] [INFO ] [main      ] Progress: 145/970 forecasts completed (14.9%). UDMY finished in 0.6s. ETA: 2m 20s. Rate: 354.69 forecasts/min
[2025-12-04T20:56:34.233567] [DEBUG] [REMOTE    ] RMI: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:34.234875] [DEBUG] [LOCAL     ] Loaded configuration for RMI: 6 features, N/A% accuracy
[2025-12-04T20:56:34.234928] [INFO ] [LOCAL     ] RMI: Loaded 6 optimal features with 51.96% confidence from JSON config
[2025-12-04T20:56:34.234959] [DEBUG] [MAG       ] Building data for symbol: RMI with lookback: 0
[2025-12-04T20:56:34.235826] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:56:34.235887] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:56:34.237002] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-04T20:56:34.238449] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:34.240316] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:56:34.240887] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:56:34.242041] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-04T20:56:34.244051] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:34.326693] [DEBUG] [MAG       ] BBWI: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:34.430511] [INFO ] [LOCAL     ] BBWI: Saved forecast.
[2025-12-04T20:56:34.430619] [INFO ] [main      ] BBWI: Signal=1 (Conf=90.0%), Magnitude=9.43% (Conf=65.576%)
[2025-12-04T20:56:34.431366] [INFO ] [main      ] Fetching symbol history for AMN...
[2025-12-04T20:56:34.431426] [DEBUG] [REMOTE    ] AMN: Fetching historical data.
[2025-12-04T20:56:34.431667] [INFO ] [main      ] Progress: 146/970 forecasts completed (15.1%). BBWI finished in 0.7s. ETA: 2m 20s. Rate: 354.09 forecasts/min
[2025-12-04T20:56:34.446839] [DEBUG] [REMOTE    ] AMN: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:34.448553] [DEBUG] [LOCAL     ] Loaded configuration for AMN: 4 features, N/A% accuracy
[2025-12-04T20:56:34.448635] [INFO ] [LOCAL     ] AMN: Loaded 4 optimal features with 46.50% confidence from JSON config
[2025-12-04T20:56:34.448669] [DEBUG] [MAG       ] Building data for symbol: AMN with lookback: 0
[2025-12-04T20:56:34.449731] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:56:34.449795] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:56:34.450615] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-04T20:56:34.506062] [DEBUG] [MAG       ] MIGI: Last date is validated at 2025-12-04
[2025-12-04T20:56:34.530200] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-04T20:56:34.532852] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-04T20:56:34.534292] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:34.540377] [DEBUG] [MAG       ] CRVL: Last date is validated at 2025-12-04
[2025-12-04T20:56:34.617465] [DEBUG] [MAG       ] RMI: Last date is validated at 2025-12-04
[2025-12-04T20:56:34.668337] [DEBUG] [MAG       ] MIGI: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:34.715553] [DEBUG] [MAG       ] CRVL: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:34.795590] [INFO ] [LOCAL     ] MIGI: Saved forecast.
[2025-12-04T20:56:34.795686] [INFO ] [main      ] MIGI: Signal=1 (Conf=90.0%), Magnitude=-2.09% (Conf=54.6766%)
[2025-12-04T20:56:34.796221] [INFO ] [main      ] Progress: 147/970 forecasts completed (15.2%). MIGI finished in 0.6s. ETA: 2m 21s. Rate: 351.34 forecasts/min
[2025-12-04T20:56:34.796385] [INFO ] [main      ] Fetching symbol history for CIB...
[2025-12-04T20:56:34.796430] [DEBUG] [REMOTE    ] CIB: Fetching historical data.
[2025-12-04T20:56:34.799244] [DEBUG] [MAG       ] RMI: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:34.810489] [DEBUG] [REMOTE    ] CIB: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:34.812218] [DEBUG] [LOCAL     ] Loaded configuration for CIB: 2 features, N/A% accuracy
[2025-12-04T20:56:34.812352] [INFO ] [LOCAL     ] CIB: Loaded 2 optimal features with 46.22% confidence from JSON config
[2025-12-04T20:56:34.812388] [DEBUG] [MAG       ] Building data for symbol: CIB with lookback: 0
[2025-12-04T20:56:34.814009] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:56:34.814068] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-04T20:56:34.816336] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-04T20:56:34.818132] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:34.826446] [INFO ] [LOCAL     ] CRVL: Saved forecast.
[2025-12-04T20:56:34.826514] [INFO ] [main      ] CRVL: Signal=1 (Conf=90.0%), Magnitude=0.28% (Conf=45.089%)
[2025-12-04T20:56:34.826946] [INFO ] [main      ] Progress: 148/970 forecasts completed (15.3%). CRVL finished in 0.7s. ETA: 2m 20s. Rate: 353.30 forecasts/min
[2025-12-04T20:56:34.827078] [INFO ] [main      ] Fetching symbol history for INVH...
[2025-12-04T20:56:34.827120] [DEBUG] [REMOTE    ] INVH: Fetching historical data.
[2025-12-04T20:56:34.842786] [DEBUG] [REMOTE    ] INVH: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:34.843801] [DEBUG] [LOCAL     ] Loaded configuration for INVH: 5 features, N/A% accuracy
[2025-12-04T20:56:34.843859] [INFO ] [LOCAL     ] INVH: Loaded 5 optimal features with 49.45% confidence from JSON config
[2025-12-04T20:56:34.843891] [DEBUG] [MAG       ] Building data for symbol: INVH with lookback: 0
[2025-12-04T20:56:34.844725] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:56:34.844784] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:34.846506] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:56:34.847054] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:34.847453] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:56:34.849928] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:56:34.879654] [DEBUG] [MAG       ] AMN: Last date is validated at 2025-12-04
[2025-12-04T20:56:34.889151] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:34.920730] [INFO ] [LOCAL     ] RMI: Saved forecast.
[2025-12-04T20:56:34.920826] [INFO ] [main      ] RMI: Signal=1 (Conf=90.0%), Magnitude=-0.15% (Conf=51.9606%)
[2025-12-04T20:56:34.921319] [INFO ] [main      ] Fetching symbol history for CFFN...
[2025-12-04T20:56:34.921370] [DEBUG] [REMOTE    ] CFFN: Fetching historical data.
[2025-12-04T20:56:34.921678] [INFO ] [main      ] Progress: 149/970 forecasts completed (15.4%). RMI finished in 0.7s. ETA: 2m 19s. Rate: 354.35 forecasts/min
[2025-12-04T20:56:34.937361] [DEBUG] [REMOTE    ] CFFN: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:34.938394] [DEBUG] [LOCAL     ] Loaded configuration for CFFN: 6 features, N/A% accuracy
[2025-12-04T20:56:34.938451] [INFO ] [LOCAL     ] CFFN: Loaded 6 optimal features with 50.57% confidence from JSON config
[2025-12-04T20:56:34.938483] [DEBUG] [MAG       ] Building data for symbol: CFFN with lookback: 0
[2025-12-04T20:56:34.939405] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:56:34.939468] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:34.944447] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:34.946496] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:56:34.947035] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:56:34.947814] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:56:34.948669] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-04T20:56:34.949881] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:35.056305] [DEBUG] [MAG       ] AMN: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:35.158509] [INFO ] [LOCAL     ] AMN: Saved forecast.
[2025-12-04T20:56:35.158613] [INFO ] [main      ] AMN: Signal=1 (Conf=90.0%), Magnitude=-3.66% (Conf=46.496%)
[2025-12-04T20:56:35.158824] [INFO ] [main      ] Fetching symbol history for BSCQ...
[2025-12-04T20:56:35.158868] [DEBUG] [REMOTE    ] BSCQ: Fetching historical data.
[2025-12-04T20:56:35.160689] [INFO ] [main      ] Progress: 150/970 forecasts completed (15.5%). AMN finished in 0.7s. ETA: 2m 19s. Rate: 353.38 forecasts/min
[2025-12-04T20:56:35.173022] [DEBUG] [REMOTE    ] BSCQ: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:35.174332] [DEBUG] [LOCAL     ] Loaded configuration for BSCQ: 53 features, N/A% accuracy
[2025-12-04T20:56:35.174386] [INFO ] [LOCAL     ] BSCQ: Loaded 53 optimal features with 13.53% confidence from JSON config
[2025-12-04T20:56:35.174418] [DEBUG] [MAG       ] Building data for symbol: BSCQ with lookback: 0
[2025-12-04T20:56:35.175335] [DEBUG] [FEATURES  ] DataBuilder: Executing 53 feature methods.
[2025-12-04T20:56:35.175434] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:35.181041] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:35.183160] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:56:35.183747] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:56:35.184227] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:35.184666] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:56:35.185148] [DEBUG] [MAG       ] CIB: Last date is validated at 2025-12-04
[2025-12-04T20:56:35.185532] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:56:35.186501] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:56:35.189317] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:56:35.232588] [DEBUG] [MAG       ] INVH: Last date is validated at 2025-12-04
[2025-12-04T20:56:35.308394] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:56:35.308618] [DEBUG] [MAG       ] CFFN: Last date is validated at 2025-12-04
[2025-12-04T20:56:35.310630] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:56:35.348298] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-04T20:56:35.349664] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-04T20:56:35.353145] [DEBUG] [MAG       ] CIB: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:35.390241] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-04T20:56:35.391689] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-04T20:56:35.392987] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-04T20:56:35.399168] [DEBUG] [MAG       ] INVH: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:35.436136] [INFO ] [LOCAL     ] CIB: Saved forecast.
[2025-12-04T20:56:35.436214] [INFO ] [main      ] CIB: Signal=1 (Conf=90.0%), Magnitude=0.36% (Conf=46.2185%)
[2025-12-04T20:56:35.436564] [INFO ] [main      ] Fetching symbol history for CHSCL...
[2025-12-04T20:56:35.436631] [DEBUG] [REMOTE    ] CHSCL: Fetching historical data.
[2025-12-04T20:56:35.436627] [INFO ] [main      ] Progress: 151/970 forecasts completed (15.6%). CIB finished in 0.6s. ETA: 2m 20s. Rate: 351.92 forecasts/min
[2025-12-04T20:56:35.447845] [DEBUG] [REMOTE    ] CHSCL: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:35.448883] [DEBUG] [LOCAL     ] Loaded configuration for CHSCL: 3 features, N/A% accuracy
[2025-12-04T20:56:35.448939] [INFO ] [LOCAL     ] CHSCL: Loaded 3 optimal features with 51.46% confidence from JSON config
[2025-12-04T20:56:35.448970] [DEBUG] [MAG       ] Building data for symbol: CHSCL with lookback: 0
[2025-12-04T20:56:35.449778] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:56:35.449834] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:35.454516] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:56:35.455445] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:56:35.457834] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:35.473831] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-04T20:56:35.475069] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-04T20:56:35.476675] [INFO ] [LOCAL     ] INVH: Saved forecast.
[2025-12-04T20:56:35.476747] [INFO ] [main      ] INVH: Signal=1 (Conf=90.0%), Magnitude=-0.32% (Conf=49.4506%)
[2025-12-04T20:56:35.476908] [INFO ] [main      ] Fetching symbol history for POWI...
[2025-12-04T20:56:35.476952] [DEBUG] [REMOTE    ] POWI: Fetching historical data.
[2025-12-04T20:56:35.476971] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-04T20:56:35.478122] [INFO ] [main      ] Progress: 152/970 forecasts completed (15.7%). INVH finished in 0.6s. ETA: 2m 19s. Rate: 353.68 forecasts/min
[2025-12-04T20:56:35.480180] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-04T20:56:35.481311] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-04T20:56:35.483407] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-04T20:56:35.483722] [DEBUG] [MAG       ] CFFN: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:35.484229] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-04T20:56:35.488717] [DEBUG] [REMOTE    ] POWI: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:35.489037] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-04T20:56:35.489843] [DEBUG] [LOCAL     ] Loaded configuration for POWI: 5 features, N/A% accuracy
[2025-12-04T20:56:35.489898] [INFO ] [LOCAL     ] POWI: Loaded 5 optimal features with 59.16% confidence from JSON config
[2025-12-04T20:56:35.489929] [DEBUG] [MAG       ] Building data for symbol: POWI with lookback: 0
[2025-12-04T20:56:35.490288] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-04T20:56:35.490756] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:56:35.490819] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:35.491738] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-04T20:56:35.492529] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:56:35.493089] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:35.493489] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-04T20:56:35.493800] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-04T20:56:35.495862] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-04T20:56:35.496920] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-04T20:56:35.497606] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-04T20:56:35.498348] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-04T20:56:35.500426] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:56:35.501496] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-04T20:56:35.502237] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-04T20:56:35.503050] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-12-04T20:56:35.503799] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-04T20:56:35.506657] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-04T20:56:35.508331] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-04T20:56:35.510842] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-04T20:56:35.513068] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-04T20:56:35.513913] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:35.516945] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-04T20:56:35.534681] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:56:35.535884] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:56:35.537554] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:56:35.538743] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-04T20:56:35.540455] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-04T20:56:35.542139] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-04T20:56:35.543147] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:56:35.544409] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-04T20:56:35.545641] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-04T20:56:35.547810] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-04T20:56:35.549771] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-04T20:56:35.549860] [INFO ] [LOCAL     ] CFFN: Saved forecast.
[2025-12-04T20:56:35.549952] [INFO ] [main      ] CFFN: Signal=1 (Conf=90.0%), Magnitude=-1.26% (Conf=50.5708%)
[2025-12-04T20:56:35.550424] [INFO ] [main      ] Fetching symbol history for QQQJ...
[2025-12-04T20:56:35.550477] [DEBUG] [REMOTE    ] QQQJ: Fetching historical data.
[2025-12-04T20:56:35.550684] [INFO ] [main      ] Progress: 153/970 forecasts completed (15.8%). CFFN finished in 0.6s. ETA: 2m 18s. Rate: 355.01 forecasts/min
[2025-12-04T20:56:35.552816] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-04T20:56:35.556334] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-04T20:56:35.562334] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:35.565478] [DEBUG] [REMOTE    ] QQQJ: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:35.567474] [DEBUG] [LOCAL     ] Loaded configuration for QQQJ: 4 features, N/A% accuracy
[2025-12-04T20:56:35.567535] [INFO ] [LOCAL     ] QQQJ: Loaded 4 optimal features with 49.25% confidence from JSON config
[2025-12-04T20:56:35.567568] [DEBUG] [MAG       ] Building data for symbol: QQQJ with lookback: 0
[2025-12-04T20:56:35.568693] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:56:35.568765] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:35.570695] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:56:35.571297] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:35.571777] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-04T20:56:35.577946] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:35.789664] [DEBUG] [MAG       ] CHSCL: Last date is validated at 2025-12-04
[2025-12-04T20:56:35.851077] [DEBUG] [MAG       ] POWI: Last date is validated at 2025-12-04
[2025-12-04T20:56:35.901516] [DEBUG] [MAG       ] BSCQ: Last date is validated at 2025-12-04
[2025-12-04T20:56:35.930353] [DEBUG] [MAG       ] QQQJ: Last date is validated at 2025-12-04
[2025-12-04T20:56:35.954298] [DEBUG] [MAG       ] CHSCL: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:36.010975] [INFO ] [LOCAL     ] CHSCL: Saved forecast.
[2025-12-04T20:56:36.011046] [INFO ] [main      ] CHSCL: Signal=1 (Conf=90.0%), Magnitude=-0.07% (Conf=51.456%)
[2025-12-04T20:56:36.011486] [INFO ] [main      ] Fetching symbol history for TERN...
[2025-12-04T20:56:36.011537] [DEBUG] [REMOTE    ] TERN: Fetching historical data.
[2025-12-04T20:56:36.011670] [INFO ] [main      ] Progress: 154/970 forecasts completed (15.9%). CHSCL finished in 0.6s. ETA: 2m 19s. Rate: 351.07 forecasts/min
[2025-12-04T20:56:36.022970] [DEBUG] [MAG       ] POWI: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:36.023782] [DEBUG] [REMOTE    ] TERN: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:36.024974] [DEBUG] [LOCAL     ] Loaded configuration for TERN: 5 features, N/A% accuracy
[2025-12-04T20:56:36.025028] [INFO ] [LOCAL     ] TERN: Loaded 5 optimal features with 57.09% confidence from JSON config
[2025-12-04T20:56:36.025060] [DEBUG] [MAG       ] Building data for symbol: TERN with lookback: 0
[2025-12-04T20:56:36.025923] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:56:36.025983] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:36.030805] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-04T20:56:36.032208] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-04T20:56:36.035175] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-04T20:56:36.050423] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-04T20:56:36.052074] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:36.071164] [DEBUG] [MAG       ] BSCQ: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:36.106463] [DEBUG] [MAG       ] QQQJ: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:36.127485] [INFO ] [LOCAL     ] POWI: Saved forecast.
[2025-12-04T20:56:36.127552] [INFO ] [main      ] POWI: Signal=1 (Conf=90.0%), Magnitude=12.05% (Conf=59.1634%)
[2025-12-04T20:56:36.127727] [INFO ] [main      ] Fetching symbol history for KOD...
[2025-12-04T20:56:36.127771] [DEBUG] [REMOTE    ] KOD: Fetching historical data.
[2025-12-04T20:56:36.129100] [INFO ] [main      ] Progress: 155/970 forecasts completed (16.0%). POWI finished in 0.7s. ETA: 2m 19s. Rate: 351.78 forecasts/min
[2025-12-04T20:56:36.139715] [DEBUG] [REMOTE    ] KOD: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:36.140642] [DEBUG] [LOCAL     ] Loaded configuration for KOD: 6 features, N/A% accuracy
[2025-12-04T20:56:36.140697] [INFO ] [LOCAL     ] KOD: Loaded 6 optimal features with 53.58% confidence from JSON config
[2025-12-04T20:56:36.140728] [DEBUG] [MAG       ] Building data for symbol: KOD with lookback: 0
[2025-12-04T20:56:36.141501] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:56:36.141559] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:36.143235] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:56:36.143756] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:56:36.144190] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:36.144588] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-04T20:56:36.145608] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-04T20:56:36.147885] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:36.181330] [INFO ] [LOCAL     ] QQQJ: Saved forecast.
[2025-12-04T20:56:36.181422] [INFO ] [main      ] QQQJ: Signal=1 (Conf=90.0%), Magnitude=0.21% (Conf=49.2488%)
[2025-12-04T20:56:36.181940] [INFO ] [main      ] Progress: 156/970 forecasts completed (16.1%). QQQJ finished in 0.6s. ETA: 2m 18s. Rate: 353.34 forecasts/min
[2025-12-04T20:56:36.182110] [INFO ] [main      ] Fetching symbol history for SWIM...
[2025-12-04T20:56:36.182157] [DEBUG] [REMOTE    ] SWIM: Fetching historical data.
[2025-12-04T20:56:36.196151] [DEBUG] [REMOTE    ] SWIM: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:36.197380] [DEBUG] [LOCAL     ] Loaded configuration for SWIM: 5 features, N/A% accuracy
[2025-12-04T20:56:36.197432] [INFO ] [LOCAL     ] SWIM: Loaded 5 optimal features with 58.73% confidence from JSON config
[2025-12-04T20:56:36.197464] [DEBUG] [MAG       ] Building data for symbol: SWIM with lookback: 0
[2025-12-04T20:56:36.198403] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:56:36.198466] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:36.200252] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:56:36.200845] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:56:36.201291] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:36.201748] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-04T20:56:36.206175] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:36.333700] [INFO ] [LOCAL     ] BSCQ: Saved forecast.
[2025-12-04T20:56:36.333785] [INFO ] [main      ] BSCQ: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=13.5335%)
[2025-12-04T20:56:36.334271] [INFO ] [main      ] Fetching symbol history for ASH...
[2025-12-04T20:56:36.334325] [DEBUG] [REMOTE    ] ASH: Fetching historical data.
[2025-12-04T20:56:36.335698] [INFO ] [main      ] Progress: 157/970 forecasts completed (16.2%). BSCQ finished in 1.2s. ETA: 2m 18s. Rate: 353.56 forecasts/min
[2025-12-04T20:56:36.347364] [DEBUG] [REMOTE    ] ASH: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:36.348595] [DEBUG] [LOCAL     ] Loaded configuration for ASH: 1 features, N/A% accuracy
[2025-12-04T20:56:36.348649] [INFO ] [LOCAL     ] ASH: Loaded 1 optimal features with 39.98% confidence from JSON config
[2025-12-04T20:56:36.348680] [DEBUG] [MAG       ] Building data for symbol: ASH with lookback: 0
[2025-12-04T20:56:36.349539] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-04T20:56:36.349617] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-04T20:56:36.351822] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:36.391958] [DEBUG] [MAG       ] TERN: Last date is validated at 2025-12-04
[2025-12-04T20:56:36.482273] [DEBUG] [MAG       ] KOD: Last date is validated at 2025-12-04
[2025-12-04T20:56:36.545229] [DEBUG] [MAG       ] SWIM: Last date is validated at 2025-12-04
[2025-12-04T20:56:36.554402] [DEBUG] [MAG       ] TERN: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:36.641518] [INFO ] [LOCAL     ] TERN: Saved forecast.
[2025-12-04T20:56:36.641605] [INFO ] [main      ] TERN: Signal=1 (Conf=90.0%), Magnitude=1.17% (Conf=57.0941%)
[2025-12-04T20:56:36.642021] [INFO ] [main      ] Fetching symbol history for LEA...
[2025-12-04T20:56:36.642071] [DEBUG] [REMOTE    ] LEA: Fetching historical data.
[2025-12-04T20:56:36.642711] [INFO ] [main      ] Progress: 158/970 forecasts completed (16.3%). TERN finished in 0.6s. ETA: 2m 19s. Rate: 351.76 forecasts/min
[2025-12-04T20:56:36.654182] [DEBUG] [REMOTE    ] LEA: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:36.654760] [DEBUG] [MAG       ] KOD: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:36.655130] [DEBUG] [LOCAL     ] Loaded configuration for LEA: 5 features, N/A% accuracy
[2025-12-04T20:56:36.655183] [INFO ] [LOCAL     ] LEA: Loaded 5 optimal features with 37.24% confidence from JSON config
[2025-12-04T20:56:36.655212] [DEBUG] [MAG       ] Building data for symbol: LEA with lookback: 0
[2025-12-04T20:56:36.656035] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:56:36.656094] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-04T20:56:36.657061] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-04T20:56:36.658403] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-04T20:56:36.661221] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-04T20:56:36.661923] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-04T20:56:36.663458] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:36.696392] [DEBUG] [MAG       ] ASH: Last date is validated at 2025-12-04
[2025-12-04T20:56:36.721115] [DEBUG] [MAG       ] SWIM: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:36.743252] [INFO ] [LOCAL     ] KOD: Saved forecast.
[2025-12-04T20:56:36.743332] [INFO ] [main      ] KOD: Signal=1 (Conf=90.0%), Magnitude=2.11% (Conf=53.5766%)
[2025-12-04T20:56:36.743504] [INFO ] [main      ] Fetching symbol history for EXP...
[2025-12-04T20:56:36.743550] [DEBUG] [REMOTE    ] EXP: Fetching historical data.
[2025-12-04T20:56:36.744704] [INFO ] [main      ] Progress: 159/970 forecasts completed (16.4%). KOD finished in 0.6s. ETA: 2m 18s. Rate: 352.65 forecasts/min
[2025-12-04T20:56:36.755684] [DEBUG] [REMOTE    ] EXP: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:36.756751] [DEBUG] [LOCAL     ] Loaded configuration for EXP: 0 features, N/A% accuracy
[2025-12-04T20:56:36.756804] [INFO ] [LOCAL     ] EXP: Loaded 0 optimal features with 51.99% confidence from JSON config
[2025-12-04T20:56:36.756837] [DEBUG] [MAG       ] Building data for symbol: EXP with lookback: 0
[2025-12-04T20:56:36.757756] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-04T20:56:36.787786] [INFO ] [LOCAL     ] SWIM: Saved forecast.
[2025-12-04T20:56:36.787879] [INFO ] [main      ] SWIM: Signal=1 (Conf=90.0%), Magnitude=-4.36% (Conf=58.7252%)
[2025-12-04T20:56:36.788093] [INFO ] [main      ] Fetching symbol history for SHEL...
[2025-12-04T20:56:36.788895] [INFO ] [main      ] Progress: 160/970 forecasts completed (16.5%). SWIM finished in 0.6s. ETA: 2m 17s. Rate: 354.29 forecasts/min
[2025-12-04T20:56:36.788141] [DEBUG] [REMOTE    ] SHEL: Fetching historical data.
[2025-12-04T20:56:36.806301] [DEBUG] [REMOTE    ] SHEL: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:36.808282] [DEBUG] [LOCAL     ] Loaded configuration for SHEL: 4 features, N/A% accuracy
[2025-12-04T20:56:36.808342] [INFO ] [LOCAL     ] SHEL: Loaded 4 optimal features with 58.15% confidence from JSON config
[2025-12-04T20:56:36.808375] [DEBUG] [MAG       ] Building data for symbol: SHEL with lookback: 0
[2025-12-04T20:56:36.809282] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:56:36.809343] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:36.814381] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:56:36.816990] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:56:36.868563] [DEBUG] [MAG       ] ASH: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:36.928730] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-04T20:56:36.931804] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:36.962121] [INFO ] [LOCAL     ] ASH: Saved forecast.
[2025-12-04T20:56:36.962209] [INFO ] [main      ] ASH: Signal=1 (Conf=90.0%), Magnitude=-0.46% (Conf=39.9818%)
[2025-12-04T20:56:36.962707] [INFO ] [main      ] Fetching symbol history for MGNI...
[2025-12-04T20:56:36.962761] [DEBUG] [REMOTE    ] MGNI: Fetching historical data.
[2025-12-04T20:56:36.963702] [INFO ] [main      ] Progress: 161/970 forecasts completed (16.6%). ASH finished in 0.6s. ETA: 2m 17s. Rate: 354.22 forecasts/min
[2025-12-04T20:56:36.977191] [DEBUG] [REMOTE    ] MGNI: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:36.978611] [DEBUG] [LOCAL     ] Loaded configuration for MGNI: 2 features, N/A% accuracy
[2025-12-04T20:56:36.978667] [INFO ] [LOCAL     ] MGNI: Loaded 2 optimal features with 58.05% confidence from JSON config
[2025-12-04T20:56:36.978701] [DEBUG] [MAG       ] Building data for symbol: MGNI with lookback: 0
[2025-12-04T20:56:36.979643] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:56:36.979703] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:36.984806] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:56:36.985866] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:36.993151] [DEBUG] [MAG       ] LEA: Last date is validated at 2025-12-04
[2025-12-04T20:56:37.101469] [DEBUG] [MAG       ] EXP: Last date is validated at 2025-12-04
[2025-12-04T20:56:37.158258] [DEBUG] [MAG       ] LEA: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:37.260396] [INFO ] [LOCAL     ] LEA: Saved forecast.
[2025-12-04T20:56:37.260464] [INFO ] [main      ] LEA: Signal=1 (Conf=90.0%), Magnitude=0.14% (Conf=37.2419%)
[2025-12-04T20:56:37.260644] [INFO ] [main      ] Fetching symbol history for FTSM...
[2025-12-04T20:56:37.260688] [DEBUG] [REMOTE    ] FTSM: Fetching historical data.
[2025-12-04T20:56:37.262733] [INFO ] [main      ] Progress: 162/970 forecasts completed (16.7%). LEA finished in 0.6s. ETA: 2m 18s. Rate: 352.55 forecasts/min
[2025-12-04T20:56:37.272138] [DEBUG] [REMOTE    ] FTSM: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:37.272931] [DEBUG] [MAG       ] EXP: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:37.273239] [DEBUG] [LOCAL     ] Loaded configuration for FTSM: 50 features, N/A% accuracy
[2025-12-04T20:56:37.273291] [INFO ] [LOCAL     ] FTSM: Loaded 50 optimal features with 14.50% confidence from JSON config
[2025-12-04T20:56:37.273320] [DEBUG] [MAG       ] Building data for symbol: FTSM with lookback: 0
[2025-12-04T20:56:37.274125] [DEBUG] [FEATURES  ] DataBuilder: Executing 50 feature methods.
[2025-12-04T20:56:37.274217] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:37.278967] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:37.279220] [DEBUG] [MAG       ] SHEL: Last date is validated at 2025-12-04
[2025-12-04T20:56:37.280704] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:56:37.281178] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:56:37.281630] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:37.282010] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:56:37.282742] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:56:37.283498] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:56:37.285825] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:56:37.324969] [DEBUG] [MAG       ] MGNI: Last date is validated at 2025-12-04
[2025-12-04T20:56:37.391300] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:56:37.393220] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:56:37.395505] [INFO ] [LOCAL     ] EXP: Saved forecast.
[2025-12-04T20:56:37.395595] [INFO ] [main      ] EXP: Signal=1 (Conf=90.0%), Magnitude=0.87% (Conf=51.9851%)
[2025-12-04T20:56:37.395995] [INFO ] [main      ] Fetching symbol history for WLDS...
[2025-12-04T20:56:37.396061] [DEBUG] [REMOTE    ] WLDS: Fetching historical data.
[2025-12-04T20:56:37.396703] [INFO ] [main      ] Progress: 163/970 forecasts completed (16.8%). EXP finished in 0.7s. ETA: 2m 17s. Rate: 353.01 forecasts/min
[2025-12-04T20:56:37.407963] [DEBUG] [REMOTE    ] WLDS: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:37.409304] [DEBUG] [LOCAL     ] Loaded configuration for WLDS: 2 features, N/A% accuracy
[2025-12-04T20:56:37.409361] [INFO ] [LOCAL     ] WLDS: Loaded 2 optimal features with 46.25% confidence from JSON config
[2025-12-04T20:56:37.409758] [DEBUG] [MAG       ] Building data for symbol: WLDS with lookback: 0
[2025-12-04T20:56:37.410608] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:56:37.410667] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-04T20:56:37.415097] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-04T20:56:37.417239] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:37.430901] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-04T20:56:37.431877] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-04T20:56:37.452707] [DEBUG] [MAG       ] SHEL: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:37.478884] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-04T20:56:37.480321] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-04T20:56:37.481630] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-04T20:56:37.502258] [DEBUG] [MAG       ] MGNI: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:37.553715] [INFO ] [LOCAL     ] SHEL: Saved forecast.
[2025-12-04T20:56:37.553808] [INFO ] [main      ] SHEL: Signal=1 (Conf=90.0%), Magnitude=0.21% (Conf=58.1507%)
[2025-12-04T20:56:37.554332] [INFO ] [main      ] Progress: 164/970 forecasts completed (16.9%). SHEL finished in 0.8s. ETA: 2m 17s. Rate: 353.17 forecasts/min
[2025-12-04T20:56:37.554498] [INFO ] [main      ] Fetching symbol history for INSG...
[2025-12-04T20:56:37.554554] [DEBUG] [REMOTE    ] INSG: Fetching historical data.
[2025-12-04T20:56:37.559135] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-04T20:56:37.560259] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-04T20:56:37.562234] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-04T20:56:37.565274] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-04T20:56:37.566515] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-04T20:56:37.568303] [DEBUG] [REMOTE    ] INSG: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:37.568703] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-04T20:56:37.569519] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-04T20:56:37.569620] [DEBUG] [LOCAL     ] Loaded configuration for INSG: 6 features, N/A% accuracy
[2025-12-04T20:56:37.569680] [INFO ] [LOCAL     ] INSG: Loaded 6 optimal features with 58.26% confidence from JSON config
[2025-12-04T20:56:37.569711] [DEBUG] [MAG       ] Building data for symbol: INSG with lookback: 0
[2025-12-04T20:56:37.570596] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:56:37.570656] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:37.572363] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:56:37.572949] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:37.573379] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:56:37.574184] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:56:37.574180] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-04T20:56:37.575049] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-04T20:56:37.575543] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-04T20:56:37.576753] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:37.577029] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-04T20:56:37.578756] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-04T20:56:37.581885] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-04T20:56:37.582625] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-04T20:56:37.583353] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-04T20:56:37.583910] [INFO ] [LOCAL     ] MGNI: Saved forecast.
[2025-12-04T20:56:37.583977] [INFO ] [main      ] MGNI: Signal=1 (Conf=90.0%), Magnitude=-0.85% (Conf=58.053%)
[2025-12-04T20:56:37.584494] [INFO ] [main      ] Progress: 165/970 forecasts completed (17.0%). MGNI finished in 0.6s. ETA: 2m 16s. Rate: 354.94 forecasts/min
[2025-12-04T20:56:37.584804] [INFO ] [main      ] Fetching symbol history for EVF...
[2025-12-04T20:56:37.584856] [DEBUG] [REMOTE    ] EVF: Fetching historical data.
[2025-12-04T20:56:37.585411] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:56:37.586550] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-04T20:56:37.587700] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-04T20:56:37.588434] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-12-04T20:56:37.589198] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-04T20:56:37.592326] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-04T20:56:37.594203] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-04T20:56:37.597092] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-04T20:56:37.597143] [DEBUG] [REMOTE    ] EVF: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:37.598133] [DEBUG] [LOCAL     ] Loaded configuration for EVF: 4 features, N/A% accuracy
[2025-12-04T20:56:37.598187] [INFO ] [LOCAL     ] EVF: Loaded 4 optimal features with 41.33% confidence from JSON config
[2025-12-04T20:56:37.598217] [DEBUG] [MAG       ] Building data for symbol: EVF with lookback: 0
[2025-12-04T20:56:37.599121] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:56:37.599182] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:37.599461] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-04T20:56:37.603465] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-04T20:56:37.604036] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:37.605916] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:56:37.606409] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-04T20:56:37.622303] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:56:37.623946] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:56:37.624410] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:37.625878] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:56:37.626643] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-04T20:56:37.628514] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-04T20:56:37.630223] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-04T20:56:37.631268] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:56:37.632632] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-04T20:56:37.633935] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-04T20:56:37.636152] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-04T20:56:37.637875] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:37.813955] [DEBUG] [MAG       ] WLDS: Last date is validated at 2025-12-04
[2025-12-04T20:56:37.919804] [DEBUG] [MAG       ] INSG: Last date is validated at 2025-12-04
[2025-12-04T20:56:37.962393] [DEBUG] [MAG       ] EVF: Last date is validated at 2025-12-04
[2025-12-04T20:56:37.987544] [DEBUG] [MAG       ] FTSM: Last date is validated at 2025-12-04
[2025-12-04T20:56:37.990414] [DEBUG] [MAG       ] WLDS: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:38.080458] [INFO ] [LOCAL     ] WLDS: Saved forecast.
[2025-12-04T20:56:38.080527] [INFO ] [main      ] WLDS: Signal=1 (Conf=90.0%), Magnitude=-8.39% (Conf=46.2523%)
[2025-12-04T20:56:38.080884] [INFO ] [main      ] Fetching symbol history for KEP...
[2025-12-04T20:56:38.080934] [DEBUG] [REMOTE    ] KEP: Fetching historical data.
[2025-12-04T20:56:38.082711] [INFO ] [main      ] Progress: 166/970 forecasts completed (17.1%). WLDS finished in 0.7s. ETA: 2m 18s. Rate: 350.82 forecasts/min
[2025-12-04T20:56:38.092967] [DEBUG] [MAG       ] INSG: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:38.094333] [DEBUG] [REMOTE    ] KEP: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:38.095519] [DEBUG] [LOCAL     ] Loaded configuration for KEP: 5 features, N/A% accuracy
[2025-12-04T20:56:38.095590] [INFO ] [LOCAL     ] KEP: Loaded 5 optimal features with 56.32% confidence from JSON config
[2025-12-04T20:56:38.095625] [DEBUG] [MAG       ] Building data for symbol: KEP with lookback: 0
[2025-12-04T20:56:38.096415] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:56:38.096474] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:38.098348] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:56:38.098898] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:38.099288] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:56:38.100099] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-04T20:56:38.142980] [DEBUG] [MAG       ] EVF: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:38.154200] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:38.162993] [DEBUG] [MAG       ] FTSM: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:38.177869] [INFO ] [LOCAL     ] INSG: Saved forecast.
[2025-12-04T20:56:38.177960] [INFO ] [main      ] INSG: Signal=1 (Conf=90.0%), Magnitude=1.45% (Conf=58.2599%)
[2025-12-04T20:56:38.178449] [INFO ] [main      ] Fetching symbol history for MCHI...
[2025-12-04T20:56:38.178503] [DEBUG] [REMOTE    ] MCHI: Fetching historical data.
[2025-12-04T20:56:38.178501] [INFO ] [main      ] Progress: 167/970 forecasts completed (17.2%). INSG finished in 0.6s. ETA: 2m 17s. Rate: 351.75 forecasts/min
[2025-12-04T20:56:38.193964] [DEBUG] [REMOTE    ] MCHI: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:38.195410] [DEBUG] [LOCAL     ] Loaded configuration for MCHI: 10 features, N/A% accuracy
[2025-12-04T20:56:38.195467] [INFO ] [LOCAL     ] MCHI: Loaded 10 optimal features with 47.52% confidence from JSON config
[2025-12-04T20:56:38.195499] [DEBUG] [MAG       ] Building data for symbol: MCHI with lookback: 0
[2025-12-04T20:56:38.196451] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-04T20:56:38.196517] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:56:38.199057] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-04T20:56:38.200482] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-04T20:56:38.201165] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-04T20:56:38.202548] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:38.204010] [INFO ] [LOCAL     ] EVF: Saved forecast.
[2025-12-04T20:56:38.204098] [INFO ] [main      ] EVF: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=41.3252%)
[2025-12-04T20:56:38.204310] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:56:38.204670] [INFO ] [main      ] Fetching symbol history for PLUG...
[2025-12-04T20:56:38.204749] [DEBUG] [REMOTE    ] PLUG: Fetching historical data.
[2025-12-04T20:56:38.204843] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:56:38.205923] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:56:38.205899] [INFO ] [main      ] Progress: 168/970 forecasts completed (17.3%). EVF finished in 0.6s. ETA: 2m 16s. Rate: 353.51 forecasts/min
[2025-12-04T20:56:38.207826] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:56:38.208917] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:56:38.209621] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:38.218819] [DEBUG] [REMOTE    ] PLUG: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:38.220142] [DEBUG] [LOCAL     ] Loaded configuration for PLUG: 4 features, N/A% accuracy
[2025-12-04T20:56:38.220195] [INFO ] [LOCAL     ] PLUG: Loaded 4 optimal features with 56.33% confidence from JSON config
[2025-12-04T20:56:38.220225] [DEBUG] [MAG       ] Building data for symbol: PLUG with lookback: 0
[2025-12-04T20:56:38.221143] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:56:38.221203] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:38.226527] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:38.228700] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:56:38.229400] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:56:38.230347] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:38.434463] [INFO ] [LOCAL     ] FTSM: Saved forecast.
[2025-12-04T20:56:38.434557] [INFO ] [main      ] FTSM: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=14.4978%)
[2025-12-04T20:56:38.434993] [INFO ] [main      ] Fetching symbol history for BOC...
[2025-12-04T20:56:38.435050] [DEBUG] [REMOTE    ] BOC: Fetching historical data.
[2025-12-04T20:56:38.436689] [INFO ] [main      ] Progress: 169/970 forecasts completed (17.4%). FTSM finished in 1.2s. ETA: 2m 16s. Rate: 352.76 forecasts/min
[2025-12-04T20:56:38.448267] [DEBUG] [REMOTE    ] BOC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:38.449255] [DEBUG] [LOCAL     ] Loaded configuration for BOC: 4 features, N/A% accuracy
[2025-12-04T20:56:38.449312] [INFO ] [LOCAL     ] BOC: Loaded 4 optimal features with 50.18% confidence from JSON config
[2025-12-04T20:56:38.449345] [DEBUG] [MAG       ] Building data for symbol: BOC with lookback: 0
[2025-12-04T20:56:38.450193] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:56:38.450253] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:38.452023] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:56:38.452561] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:38.452985] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-04T20:56:38.501799] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:38.503282] [DEBUG] [MAG       ] KEP: Last date is validated at 2025-12-04
[2025-12-04T20:56:38.568273] [DEBUG] [MAG       ] MCHI: Last date is validated at 2025-12-04
[2025-12-04T20:56:38.620138] [DEBUG] [MAG       ] PLUG: Last date is validated at 2025-12-04
[2025-12-04T20:56:38.673938] [DEBUG] [MAG       ] KEP: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:38.734262] [DEBUG] [MAG       ] MCHI: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:38.745761] [INFO ] [LOCAL     ] KEP: Saved forecast.
[2025-12-04T20:56:38.745832] [INFO ] [main      ] KEP: Signal=1 (Conf=90.0%), Magnitude=-0.29% (Conf=56.3239%)
[2025-12-04T20:56:38.745994] [INFO ] [main      ] Fetching symbol history for CE...
[2025-12-04T20:56:38.746038] [DEBUG] [REMOTE    ] CE: Fetching historical data.
[2025-12-04T20:56:38.747728] [INFO ] [main      ] Progress: 170/970 forecasts completed (17.5%). KEP finished in 0.7s. ETA: 2m 17s. Rate: 351.05 forecasts/min
[2025-12-04T20:56:38.758088] [DEBUG] [REMOTE    ] CE: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:38.759957] [DEBUG] [LOCAL     ] Loaded configuration for CE: 6 features, N/A% accuracy
[2025-12-04T20:56:38.760022] [INFO ] [LOCAL     ] CE: Loaded 6 optimal features with 45.32% confidence from JSON config
[2025-12-04T20:56:38.760060] [DEBUG] [MAG       ] Building data for symbol: CE with lookback: 0
[2025-12-04T20:56:38.760926] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:56:38.760995] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:38.766072] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:38.768073] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:56:38.768608] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:38.769092] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:56:38.771635] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:56:38.773356] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:38.801062] [DEBUG] [MAG       ] PLUG: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:38.828615] [INFO ] [LOCAL     ] MCHI: Saved forecast.
[2025-12-04T20:56:38.828689] [INFO ] [main      ] MCHI: Signal=1 (Conf=90.0%), Magnitude=0.75% (Conf=47.517%)
[2025-12-04T20:56:38.829055] [INFO ] [main      ] Fetching symbol history for TWFG...
[2025-12-04T20:56:38.829105] [DEBUG] [REMOTE    ] TWFG: Fetching historical data.
[2025-12-04T20:56:38.829721] [INFO ] [main      ] Progress: 171/970 forecasts completed (17.6%). MCHI finished in 0.6s. ETA: 2m 16s. Rate: 352.12 forecasts/min
[2025-12-04T20:56:38.841091] [DEBUG] [REMOTE    ] TWFG: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:38.842779] [DEBUG] [LOCAL     ] Loaded configuration for TWFG: 6 features, N/A% accuracy
[2025-12-04T20:56:38.842831] [INFO ] [LOCAL     ] TWFG: Loaded 6 optimal features with 53.59% confidence from JSON config
[2025-12-04T20:56:38.842864] [DEBUG] [MAG       ] Building data for symbol: TWFG with lookback: 0
[2025-12-04T20:56:38.843694] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:56:38.843753] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:38.845433] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:56:38.845981] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:38.846463] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-04T20:56:38.848343] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-04T20:56:38.849451] [DEBUG] [MAG       ] BOC: Last date is validated at 2025-12-04
[2025-12-04T20:56:38.850357] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-04T20:56:38.851950] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:38.883839] [INFO ] [LOCAL     ] PLUG: Saved forecast.
[2025-12-04T20:56:38.883949] [INFO ] [main      ] PLUG: Signal=1 (Conf=90.0%), Magnitude=-8.34% (Conf=56.3261%)
[2025-12-04T20:56:38.884503] [INFO ] [main      ] Fetching symbol history for MGTX...
[2025-12-04T20:56:38.884590] [DEBUG] [REMOTE    ] MGTX: Fetching historical data.
[2025-12-04T20:56:38.885772] [INFO ] [main      ] Progress: 172/970 forecasts completed (17.7%). PLUG finished in 0.7s. ETA: 2m 15s. Rate: 353.50 forecasts/min
[2025-12-04T20:56:38.899347] [DEBUG] [REMOTE    ] MGTX: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:38.900679] [DEBUG] [LOCAL     ] Loaded configuration for MGTX: 5 features, N/A% accuracy
[2025-12-04T20:56:38.901110] [INFO ] [LOCAL     ] MGTX: Loaded 5 optimal features with 59.49% confidence from JSON config
[2025-12-04T20:56:38.901145] [DEBUG] [MAG       ] Building data for symbol: MGTX with lookback: 0
[2025-12-04T20:56:38.902162] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:56:38.902228] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:38.904161] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:56:38.904841] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:56:38.905837] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:56:38.907111] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-04T20:56:38.913251] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:39.021705] [DEBUG] [MAG       ] BOC: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:39.084137] [INFO ] [LOCAL     ] BOC: Saved forecast.
[2025-12-04T20:56:39.084208] [INFO ] [main      ] BOC: Signal=1 (Conf=90.0%), Magnitude=2.90% (Conf=50.1841%)
[2025-12-04T20:56:39.084598] [INFO ] [main      ] Fetching symbol history for KFY...
[2025-12-04T20:56:39.084652] [DEBUG] [REMOTE    ] KFY: Fetching historical data.
[2025-12-04T20:56:39.085696] [INFO ] [main      ] Progress: 173/970 forecasts completed (17.8%). BOC finished in 0.6s. ETA: 2m 15s. Rate: 353.14 forecasts/min
[2025-12-04T20:56:39.096869] [DEBUG] [REMOTE    ] KFY: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:39.097805] [DEBUG] [LOCAL     ] Loaded configuration for KFY: 5 features, N/A% accuracy
[2025-12-04T20:56:39.097859] [INFO ] [LOCAL     ] KFY: Loaded 5 optimal features with 55.48% confidence from JSON config
[2025-12-04T20:56:39.097891] [DEBUG] [MAG       ] Building data for symbol: KFY with lookback: 0
[2025-12-04T20:56:39.098738] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:56:39.098811] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:39.100500] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:56:39.101048] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:39.101434] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-04T20:56:39.104272] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-04T20:56:39.106441] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:39.123084] [DEBUG] [MAG       ] CE: Last date is validated at 2025-12-04
[2025-12-04T20:56:39.206005] [DEBUG] [MAG       ] TWFG: Last date is validated at 2025-12-04
[2025-12-04T20:56:39.295253] [DEBUG] [MAG       ] CE: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:39.305186] [DEBUG] [MAG       ] MGTX: Last date is validated at 2025-12-04
[2025-12-04T20:56:39.386495] [DEBUG] [MAG       ] TWFG: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:39.405963] [INFO ] [LOCAL     ] CE: Saved forecast.
[2025-12-04T20:56:39.406034] [INFO ] [main      ] CE: Signal=1 (Conf=90.0%), Magnitude=-3.89% (Conf=45.3206%)
[2025-12-04T20:56:39.406504] [INFO ] [main      ] Fetching symbol history for CTBB...
[2025-12-04T20:56:39.406555] [DEBUG] [REMOTE    ] CTBB: Fetching historical data.
[2025-12-04T20:56:39.406699] [INFO ] [main      ] Progress: 174/970 forecasts completed (17.9%). CE finished in 0.7s. ETA: 2m 16s. Rate: 351.34 forecasts/min
[2025-12-04T20:56:39.417928] [DEBUG] [REMOTE    ] CTBB: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:39.418885] [DEBUG] [LOCAL     ] Loaded configuration for CTBB: 4 features, N/A% accuracy
[2025-12-04T20:56:39.418942] [INFO ] [LOCAL     ] CTBB: Loaded 4 optimal features with 65.02% confidence from JSON config
[2025-12-04T20:56:39.418978] [DEBUG] [MAG       ] Building data for symbol: CTBB with lookback: 0
[2025-12-04T20:56:39.419795] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:56:39.419874] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:39.424770] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-04T20:56:39.426041] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-04T20:56:39.427557] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-04T20:56:39.429962] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:39.447288] [DEBUG] [MAG       ] KFY: Last date is validated at 2025-12-04
[2025-12-04T20:56:39.469686] [INFO ] [LOCAL     ] TWFG: Saved forecast.
[2025-12-04T20:56:39.469753] [INFO ] [main      ] TWFG: Signal=1 (Conf=90.0%), Magnitude=0.21% (Conf=53.5896%)
[2025-12-04T20:56:39.470121] [INFO ] [main      ] Fetching symbol history for BDTX...
[2025-12-04T20:56:39.470178] [DEBUG] [REMOTE    ] BDTX: Fetching historical data.
[2025-12-04T20:56:39.471717] [INFO ] [main      ] Progress: 175/970 forecasts completed (18.0%). TWFG finished in 0.6s. ETA: 2m 15s. Rate: 352.59 forecasts/min
[2025-12-04T20:56:39.479242] [DEBUG] [MAG       ] MGTX: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:39.482506] [DEBUG] [REMOTE    ] BDTX: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:39.483464] [DEBUG] [LOCAL     ] Loaded configuration for BDTX: 3 features, N/A% accuracy
[2025-12-04T20:56:39.483520] [INFO ] [LOCAL     ] BDTX: Loaded 3 optimal features with 48.14% confidence from JSON config
[2025-12-04T20:56:39.485792] [DEBUG] [MAG       ] Building data for symbol: BDTX with lookback: 0
[2025-12-04T20:56:39.486713] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:56:39.486771] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:39.491642] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:56:39.492662] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:56:39.494333] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:39.551111] [INFO ] [LOCAL     ] MGTX: Saved forecast.
[2025-12-04T20:56:39.551197] [INFO ] [main      ] MGTX: Signal=1 (Conf=90.0%), Magnitude=5.25% (Conf=59.4878%)
[2025-12-04T20:56:39.551713] [INFO ] [main      ] Progress: 176/970 forecasts completed (18.1%). MGTX finished in 0.7s. ETA: 2m 15s. Rate: 353.66 forecasts/min
[2025-12-04T20:56:39.551867] [INFO ] [main      ] Fetching symbol history for BLCN...
[2025-12-04T20:56:39.551912] [DEBUG] [REMOTE    ] BLCN: Fetching historical data.
[2025-12-04T20:56:39.565264] [DEBUG] [REMOTE    ] BLCN: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:39.566671] [DEBUG] [LOCAL     ] Loaded configuration for BLCN: 0 features, N/A% accuracy
[2025-12-04T20:56:39.566727] [INFO ] [LOCAL     ] BLCN: Loaded 0 optimal features with 48.47% confidence from JSON config
[2025-12-04T20:56:39.566761] [DEBUG] [MAG       ] Building data for symbol: BLCN with lookback: 0
[2025-12-04T20:56:39.567689] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-04T20:56:39.616769] [DEBUG] [MAG       ] KFY: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:39.705048] [INFO ] [LOCAL     ] KFY: Saved forecast.
[2025-12-04T20:56:39.705118] [INFO ] [main      ] KFY: Signal=1 (Conf=90.0%), Magnitude=0.13% (Conf=55.4778%)
[2025-12-04T20:56:39.705487] [INFO ] [main      ] Fetching symbol history for RMM...
[2025-12-04T20:56:39.705537] [DEBUG] [REMOTE    ] RMM: Fetching historical data.
[2025-12-04T20:56:39.706716] [INFO ] [main      ] Progress: 177/970 forecasts completed (18.2%). KFY finished in 0.6s. ETA: 2m 14s. Rate: 353.83 forecasts/min
[2025-12-04T20:56:39.720104] [DEBUG] [REMOTE    ] RMM: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:39.721143] [DEBUG] [LOCAL     ] Loaded configuration for RMM: 4 features, N/A% accuracy
[2025-12-04T20:56:39.721209] [INFO ] [LOCAL     ] RMM: Loaded 4 optimal features with 60.72% confidence from JSON config
[2025-12-04T20:56:39.721240] [DEBUG] [MAG       ] Building data for symbol: RMM with lookback: 0
[2025-12-04T20:56:39.722064] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:56:39.722121] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-04T20:56:39.724916] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-04T20:56:39.726563] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-04T20:56:39.728988] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:56:39.730127] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:39.764504] [DEBUG] [MAG       ] CTBB: Last date is validated at 2025-12-04
[2025-12-04T20:56:39.855565] [DEBUG] [MAG       ] BDTX: Last date is validated at 2025-12-04
[2025-12-04T20:56:39.916667] [DEBUG] [MAG       ] BLCN: Last date is validated at 2025-12-04
[2025-12-04T20:56:39.931082] [DEBUG] [MAG       ] CTBB: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:39.998814] [INFO ] [LOCAL     ] CTBB: Saved forecast.
[2025-12-04T20:56:39.998891] [INFO ] [main      ] CTBB: Signal=1 (Conf=90.0%), Magnitude=-1.07% (Conf=65.0245%)
[2025-12-04T20:56:39.999235] [INFO ] [main      ] Fetching symbol history for SVC...
[2025-12-04T20:56:39.999286] [DEBUG] [REMOTE    ] SVC: Fetching historical data.
[2025-12-04T20:56:40.000395] [INFO ] [main      ] Progress: 178/970 forecasts completed (18.4%). CTBB finished in 0.6s. ETA: 2m 15s. Rate: 352.38 forecasts/min
[2025-12-04T20:56:40.013066] [DEBUG] [REMOTE    ] SVC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:40.014123] [DEBUG] [LOCAL     ] Loaded configuration for SVC: 3 features, N/A% accuracy
[2025-12-04T20:56:40.014178] [INFO ] [LOCAL     ] SVC: Loaded 3 optimal features with 63.33% confidence from JSON config
[2025-12-04T20:56:40.014222] [DEBUG] [MAG       ] Building data for symbol: SVC with lookback: 0
[2025-12-04T20:56:40.015066] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:56:40.015126] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:40.020088] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:56:40.034005] [DEBUG] [MAG       ] BDTX: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:40.064113] [DEBUG] [MAG       ] RMM: Last date is validated at 2025-12-04
[2025-12-04T20:56:40.089331] [DEBUG] [MAG       ] BLCN: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:40.097380] [INFO ] [LOCAL     ] BDTX: Saved forecast.
[2025-12-04T20:56:40.097476] [INFO ] [main      ] BDTX: Signal=1 (Conf=90.0%), Magnitude=-6.67% (Conf=48.1351%)
[2025-12-04T20:56:40.097958] [INFO ] [main      ] Fetching symbol history for BLE...
[2025-12-04T20:56:40.098012] [DEBUG] [REMOTE    ] BLE: Fetching historical data.
[2025-12-04T20:56:40.098685] [INFO ] [main      ] Progress: 179/970 forecasts completed (18.5%). BDTX finished in 0.6s. ETA: 2m 14s. Rate: 353.21 forecasts/min
[2025-12-04T20:56:40.112530] [DEBUG] [REMOTE    ] BLE: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:40.113809] [DEBUG] [LOCAL     ] Loaded configuration for BLE: 5 features, N/A% accuracy
[2025-12-04T20:56:40.113870] [INFO ] [LOCAL     ] BLE: Loaded 5 optimal features with 50.70% confidence from JSON config
[2025-12-04T20:56:40.113902] [DEBUG] [MAG       ] Building data for symbol: BLE with lookback: 0
[2025-12-04T20:56:40.114829] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:56:40.114890] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:40.116919] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:56:40.117502] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-04T20:56:40.120845] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-04T20:56:40.123034] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-04T20:56:40.131937] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-04T20:56:40.137913] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:40.144159] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:40.167031] [INFO ] [LOCAL     ] BLCN: Saved forecast.
[2025-12-04T20:56:40.167115] [INFO ] [main      ] BLCN: Signal=1 (Conf=90.0%), Magnitude=3.45% (Conf=48.4718%)
[2025-12-04T20:56:40.167313] [INFO ] [main      ] Fetching symbol history for MHK...
[2025-12-04T20:56:40.167356] [DEBUG] [REMOTE    ] MHK: Fetching historical data.
[2025-12-04T20:56:40.168832] [INFO ] [main      ] Progress: 180/970 forecasts completed (18.6%). BLCN finished in 0.6s. ETA: 2m 14s. Rate: 354.37 forecasts/min
[2025-12-04T20:56:40.180853] [DEBUG] [REMOTE    ] MHK: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:40.182455] [DEBUG] [LOCAL     ] Loaded configuration for MHK: 4 features, N/A% accuracy
[2025-12-04T20:56:40.182510] [INFO ] [LOCAL     ] MHK: Loaded 4 optimal features with 52.60% confidence from JSON config
[2025-12-04T20:56:40.182542] [DEBUG] [MAG       ] Building data for symbol: MHK with lookback: 0
[2025-12-04T20:56:40.183622] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:56:40.183682] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:56:40.185479] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-04T20:56:40.186195] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-04T20:56:40.187350] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-04T20:56:40.190353] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:40.228189] [DEBUG] [MAG       ] RMM: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:40.288935] [INFO ] [LOCAL     ] RMM: Saved forecast.
[2025-12-04T20:56:40.289014] [INFO ] [main      ] RMM: Signal=1 (Conf=90.0%), Magnitude=0.63% (Conf=60.7163%)
[2025-12-04T20:56:40.289348] [INFO ] [main      ] Fetching symbol history for MRK...
[2025-12-04T20:56:40.289397] [DEBUG] [REMOTE    ] MRK: Fetching historical data.
[2025-12-04T20:56:40.289656] [INFO ] [main      ] Progress: 181/970 forecasts completed (18.7%). RMM finished in 0.6s. ETA: 2m 13s. Rate: 354.93 forecasts/min
[2025-12-04T20:56:40.300630] [DEBUG] [REMOTE    ] MRK: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:40.301779] [DEBUG] [LOCAL     ] Loaded configuration for MRK: 6 features, N/A% accuracy
[2025-12-04T20:56:40.301839] [INFO ] [LOCAL     ] MRK: Loaded 6 optimal features with 53.48% confidence from JSON config
[2025-12-04T20:56:40.301870] [DEBUG] [MAG       ] Building data for symbol: MRK with lookback: 0
[2025-12-04T20:56:40.303040] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:56:40.303099] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:40.304805] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:56:40.305312] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:56:40.305773] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:40.306164] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-04T20:56:40.307364] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-04T20:56:40.310028] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:40.472688] [DEBUG] [MAG       ] SVC: Last date is validated at 2025-12-04
[2025-12-04T20:56:40.506400] [DEBUG] [MAG       ] BLE: Last date is validated at 2025-12-04
[2025-12-04T20:56:40.536811] [DEBUG] [MAG       ] MHK: Last date is validated at 2025-12-04
[2025-12-04T20:56:40.640390] [DEBUG] [MAG       ] SVC: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:40.650371] [DEBUG] [MAG       ] MRK: Last date is validated at 2025-12-04
[2025-12-04T20:56:40.679810] [DEBUG] [MAG       ] BLE: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:40.699304] [INFO ] [LOCAL     ] SVC: Saved forecast.
[2025-12-04T20:56:40.699591] [INFO ] [main      ] SVC: Signal=1 (Conf=90.0%), Magnitude=-1.05% (Conf=63.3303%)
[2025-12-04T20:56:40.699973] [INFO ] [main      ] Progress: 182/970 forecasts completed (18.8%). SVC finished in 0.7s. ETA: 2m 14s. Rate: 352.17 forecasts/min
[2025-12-04T20:56:40.700177] [INFO ] [main      ] Fetching symbol history for HL...
[2025-12-04T20:56:40.700222] [DEBUG] [REMOTE    ] HL: Fetching historical data.
[2025-12-04T20:56:40.712199] [DEBUG] [REMOTE    ] HL: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:40.715005] [DEBUG] [LOCAL     ] Loaded configuration for HL: 4 features, N/A% accuracy
[2025-12-04T20:56:40.715169] [INFO ] [LOCAL     ] HL: Loaded 4 optimal features with 51.14% confidence from JSON config
[2025-12-04T20:56:40.715204] [DEBUG] [MAG       ] Building data for symbol: HL with lookback: 0
[2025-12-04T20:56:40.716699] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:56:40.716765] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:40.720541] [DEBUG] [MAG       ] MHK: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:40.721921] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-04T20:56:40.722673] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-04T20:56:40.723354] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-04T20:56:40.727658] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:40.746125] [INFO ] [LOCAL     ] BLE: Saved forecast.
[2025-12-04T20:56:40.746387] [INFO ] [main      ] BLE: Signal=1 (Conf=90.0%), Magnitude=0.45% (Conf=50.6972%)
[2025-12-04T20:56:40.746726] [INFO ] [main      ] Fetching symbol history for TPCS...
[2025-12-04T20:56:40.746776] [DEBUG] [REMOTE    ] TPCS: Fetching historical data.
[2025-12-04T20:56:40.747730] [INFO ] [main      ] Progress: 183/970 forecasts completed (18.9%). BLE finished in 0.6s. ETA: 2m 14s. Rate: 353.56 forecasts/min
[2025-12-04T20:56:40.758108] [DEBUG] [REMOTE    ] TPCS: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:40.759156] [DEBUG] [LOCAL     ] Loaded configuration for TPCS: 2 features, N/A% accuracy
[2025-12-04T20:56:40.759206] [INFO ] [LOCAL     ] TPCS: Loaded 2 optimal features with 43.23% confidence from JSON config
[2025-12-04T20:56:40.759237] [DEBUG] [MAG       ] Building data for symbol: TPCS with lookback: 0
[2025-12-04T20:56:40.760535] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:56:40.760614] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:40.765335] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:56:40.766385] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:40.823490] [DEBUG] [MAG       ] MRK: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:40.924024] [INFO ] [LOCAL     ] MHK: Saved forecast.
[2025-12-04T20:56:40.924110] [INFO ] [main      ] MHK: Signal=1 (Conf=90.0%), Magnitude=-4.04% (Conf=52.596%)
[2025-12-04T20:56:40.924803] [INFO ] [main      ] Fetching symbol history for ERNA...
[2025-12-04T20:56:40.924859] [DEBUG] [REMOTE    ] ERNA: Fetching historical data.
[2025-12-04T20:56:40.925681] [INFO ] [main      ] Progress: 184/970 forecasts completed (19.0%). MHK finished in 0.8s. ETA: 2m 13s. Rate: 353.47 forecasts/min
[2025-12-04T20:56:40.931321] [INFO ] [LOCAL     ] MRK: Saved forecast.
[2025-12-04T20:56:40.931391] [INFO ] [main      ] MRK: Signal=1 (Conf=90.0%), Magnitude=2.39% (Conf=53.4824%)
[2025-12-04T20:56:40.931564] [INFO ] [main      ] Fetching symbol history for VTYX...
[2025-12-04T20:56:40.931657] [DEBUG] [REMOTE    ] VTYX: Fetching historical data.
[2025-12-04T20:56:40.932631] [INFO ] [main      ] Progress: 185/970 forecasts completed (19.1%). MRK finished in 0.6s. ETA: 2m 13s. Rate: 355.31 forecasts/min
[2025-12-04T20:56:40.939104] [DEBUG] [REMOTE    ] ERNA: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:40.940471] [DEBUG] [LOCAL     ] Loaded configuration for ERNA: 2 features, N/A% accuracy
[2025-12-04T20:56:40.940526] [INFO ] [LOCAL     ] ERNA: Loaded 2 optimal features with 45.33% confidence from JSON config
[2025-12-04T20:56:40.940558] [DEBUG] [MAG       ] Building data for symbol: ERNA with lookback: 0
[2025-12-04T20:56:40.941456] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:56:40.941517] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:56:40.944564] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-04T20:56:40.944859] [DEBUG] [REMOTE    ] VTYX: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:40.945655] [DEBUG] [LOCAL     ] Loaded configuration for VTYX: 6 features, N/A% accuracy
[2025-12-04T20:56:40.945706] [INFO ] [LOCAL     ] VTYX: Loaded 6 optimal features with 50.84% confidence from JSON config
[2025-12-04T20:56:40.945736] [DEBUG] [MAG       ] Building data for symbol: VTYX with lookback: 0
[2025-12-04T20:56:40.946529] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:56:40.946618] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:40.947358] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:40.951786] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:56:40.952725] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:56:40.954351] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-04T20:56:40.955463] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-04T20:56:40.956761] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-04T20:56:40.963109] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:41.089034] [DEBUG] [MAG       ] HL: Last date is validated at 2025-12-04
[2025-12-04T20:56:41.110136] [DEBUG] [MAG       ] TPCS: Last date is validated at 2025-12-04
[2025-12-04T20:56:41.260863] [DEBUG] [MAG       ] HL: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:41.275153] [DEBUG] [MAG       ] TPCS: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:41.309756] [DEBUG] [MAG       ] ERNA: Last date is validated at 2025-12-04
[2025-12-04T20:56:41.317862] [DEBUG] [MAG       ] VTYX: Last date is validated at 2025-12-04
[2025-12-04T20:56:41.329529] [INFO ] [LOCAL     ] TPCS: Saved forecast.
[2025-12-04T20:56:41.329615] [INFO ] [main      ] TPCS: Signal=1 (Conf=90.0%), Magnitude=-0.60% (Conf=43.2267%)
[2025-12-04T20:56:41.329959] [INFO ] [main      ] Progress: 186/970 forecasts completed (19.2%). TPCS finished in 0.6s. ETA: 2m 13s. Rate: 352.74 forecasts/min
[2025-12-04T20:56:41.330106] [INFO ] [main      ] Fetching symbol history for RSI...
[2025-12-04T20:56:41.330150] [DEBUG] [REMOTE    ] RSI: Fetching historical data.
[2025-12-04T20:56:41.338901] [INFO ] [LOCAL     ] HL: Saved forecast.
[2025-12-04T20:56:41.338996] [INFO ] [main      ] HL: Signal=1 (Conf=90.0%), Magnitude=0.91% (Conf=51.1404%)
[2025-12-04T20:56:41.339555] [INFO ] [main      ] Fetching symbol history for SREA...
[2025-12-04T20:56:41.339643] [DEBUG] [REMOTE    ] SREA: Fetching historical data.
[2025-12-04T20:56:41.340659] [INFO ] [main      ] Progress: 187/970 forecasts completed (19.3%). HL finished in 0.6s. ETA: 2m 13s. Rate: 354.52 forecasts/min
[2025-12-04T20:56:41.341919] [DEBUG] [REMOTE    ] RSI: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:41.342869] [DEBUG] [LOCAL     ] Loaded configuration for RSI: 6 features, N/A% accuracy
[2025-12-04T20:56:41.342922] [INFO ] [LOCAL     ] RSI: Loaded 6 optimal features with 59.91% confidence from JSON config
[2025-12-04T20:56:41.342955] [DEBUG] [MAG       ] Building data for symbol: RSI with lookback: 0
[2025-12-04T20:56:41.343764] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:56:41.343822] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:41.349080] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:41.351017] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:56:41.351490] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:56:41.351945] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:41.352327] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-04T20:56:41.352941] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:41.358453] [DEBUG] [REMOTE    ] SREA: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:41.359645] [DEBUG] [LOCAL     ] Loaded configuration for SREA: 1 features, N/A% accuracy
[2025-12-04T20:56:41.359718] [INFO ] [LOCAL     ] SREA: Loaded 1 optimal features with 48.66% confidence from JSON config
[2025-12-04T20:56:41.359763] [DEBUG] [MAG       ] Building data for symbol: SREA with lookback: 0
[2025-12-04T20:56:41.360924] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-04T20:56:41.360997] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:41.368488] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:41.483306] [DEBUG] [MAG       ] VTYX: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:41.489104] [DEBUG] [MAG       ] ERNA: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:41.558530] [INFO ] [LOCAL     ] VTYX: Saved forecast.
[2025-12-04T20:56:41.558622] [INFO ] [main      ] VTYX: Signal=1 (Conf=90.0%), Magnitude=0.71% (Conf=50.8446%)
[2025-12-04T20:56:41.558825] [INFO ] [main      ] Fetching symbol history for CMCSA...
[2025-12-04T20:56:41.558886] [DEBUG] [REMOTE    ] CMCSA: Fetching historical data.
[2025-12-04T20:56:41.561709] [INFO ] [main      ] Progress: 188/970 forecasts completed (19.4%). VTYX finished in 0.6s. ETA: 2m 13s. Rate: 353.94 forecasts/min
[2025-12-04T20:56:41.572382] [DEBUG] [REMOTE    ] CMCSA: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:41.573307] [DEBUG] [LOCAL     ] Loaded configuration for CMCSA: 1 features, N/A% accuracy
[2025-12-04T20:56:41.573355] [INFO ] [LOCAL     ] CMCSA: Loaded 1 optimal features with 55.11% confidence from JSON config
[2025-12-04T20:56:41.573385] [DEBUG] [MAG       ] Building data for symbol: CMCSA with lookback: 0
[2025-12-04T20:56:41.574199] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-04T20:56:41.574254] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:56:41.576601] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:41.580838] [INFO ] [LOCAL     ] ERNA: Saved forecast.
[2025-12-04T20:56:41.580921] [INFO ] [main      ] ERNA: Signal=1 (Conf=90.0%), Magnitude=-23.01% (Conf=45.3251%)
[2025-12-04T20:56:41.581410] [INFO ] [main      ] Fetching symbol history for HYMC...
[2025-12-04T20:56:41.581463] [DEBUG] [REMOTE    ] HYMC: Fetching historical data.
[2025-12-04T20:56:41.581670] [INFO ] [main      ] Progress: 189/970 forecasts completed (19.5%). ERNA finished in 0.7s. ETA: 2m 12s. Rate: 355.60 forecasts/min
[2025-12-04T20:56:41.595935] [DEBUG] [REMOTE    ] HYMC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:41.597036] [DEBUG] [LOCAL     ] Loaded configuration for HYMC: 4 features, N/A% accuracy
[2025-12-04T20:56:41.597090] [INFO ] [LOCAL     ] HYMC: Loaded 4 optimal features with 54.38% confidence from JSON config
[2025-12-04T20:56:41.597121] [DEBUG] [MAG       ] Building data for symbol: HYMC with lookback: 0
[2025-12-04T20:56:41.598018] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:56:41.598082] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:41.599881] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:56:41.600496] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:41.600977] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-04T20:56:41.601709] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:41.688479] [DEBUG] [MAG       ] RSI: Last date is validated at 2025-12-04
[2025-12-04T20:56:41.755234] [DEBUG] [MAG       ] SREA: Last date is validated at 2025-12-04
[2025-12-04T20:56:41.853339] [DEBUG] [MAG       ] RSI: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:41.922456] [DEBUG] [MAG       ] SREA: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:41.925377] [DEBUG] [MAG       ] CMCSA: Last date is validated at 2025-12-04
[2025-12-04T20:56:41.926136] [INFO ] [LOCAL     ] RSI: Saved forecast.
[2025-12-04T20:56:41.926202] [INFO ] [main      ] RSI: Signal=1 (Conf=90.0%), Magnitude=-2.25% (Conf=59.9138%)
[2025-12-04T20:56:41.926557] [INFO ] [main      ] Fetching symbol history for BFS...
[2025-12-04T20:56:41.926623] [DEBUG] [REMOTE    ] BFS: Fetching historical data.
[2025-12-04T20:56:41.926657] [INFO ] [main      ] Progress: 190/970 forecasts completed (19.6%). RSI finished in 0.6s. ETA: 2m 12s. Rate: 353.66 forecasts/min
[2025-12-04T20:56:41.937811] [DEBUG] [REMOTE    ] BFS: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:41.938938] [DEBUG] [LOCAL     ] Loaded configuration for BFS: 3 features, N/A% accuracy
[2025-12-04T20:56:41.938997] [INFO ] [LOCAL     ] BFS: Loaded 3 optimal features with 62.67% confidence from JSON config
[2025-12-04T20:56:41.939037] [DEBUG] [MAG       ] Building data for symbol: BFS with lookback: 0
[2025-12-04T20:56:41.939854] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:56:41.939922] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:41.944673] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-04T20:56:41.945939] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-04T20:56:41.946569] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:41.962419] [DEBUG] [MAG       ] HYMC: Last date is validated at 2025-12-04
[2025-12-04T20:56:41.983384] [INFO ] [LOCAL     ] SREA: Saved forecast.
[2025-12-04T20:56:41.983479] [INFO ] [main      ] SREA: Signal=1 (Conf=90.0%), Magnitude=0.88% (Conf=48.6559%)
[2025-12-04T20:56:41.984138] [INFO ] [main      ] Fetching symbol history for ARCC...
[2025-12-04T20:56:41.984192] [DEBUG] [REMOTE    ] ARCC: Fetching historical data.
[2025-12-04T20:56:41.984693] [INFO ] [main      ] Progress: 191/970 forecasts completed (19.7%). SREA finished in 0.6s. ETA: 2m 12s. Rate: 354.88 forecasts/min
[2025-12-04T20:56:41.997958] [DEBUG] [REMOTE    ] ARCC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:41.999168] [DEBUG] [LOCAL     ] Loaded configuration for ARCC: 6 features, N/A% accuracy
[2025-12-04T20:56:41.999221] [INFO ] [LOCAL     ] ARCC: Loaded 6 optimal features with 55.11% confidence from JSON config
[2025-12-04T20:56:41.999251] [DEBUG] [MAG       ] Building data for symbol: ARCC with lookback: 0
[2025-12-04T20:56:42.000141] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:56:42.000201] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:42.001970] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:56:42.002530] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:42.002955] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:56:42.003361] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:56:42.004472] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-04T20:56:42.006438] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:42.094511] [DEBUG] [MAG       ] CMCSA: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:42.142076] [DEBUG] [MAG       ] HYMC: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:42.170833] [INFO ] [LOCAL     ] CMCSA: Saved forecast.
[2025-12-04T20:56:42.170907] [INFO ] [main      ] CMCSA: Signal=1 (Conf=90.0%), Magnitude=1.15% (Conf=55.1091%)
[2025-12-04T20:56:42.171082] [INFO ] [main      ] Fetching symbol history for BEP...
[2025-12-04T20:56:42.171125] [DEBUG] [REMOTE    ] BEP: Fetching historical data.
[2025-12-04T20:56:42.172396] [INFO ] [main      ] Progress: 192/970 forecasts completed (19.8%). CMCSA finished in 0.6s. ETA: 2m 12s. Rate: 354.68 forecasts/min
[2025-12-04T20:56:42.183874] [DEBUG] [REMOTE    ] BEP: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:42.185186] [DEBUG] [LOCAL     ] Loaded configuration for BEP: 5 features, N/A% accuracy
[2025-12-04T20:56:42.185237] [INFO ] [LOCAL     ] BEP: Loaded 5 optimal features with 43.13% confidence from JSON config
[2025-12-04T20:56:42.185267] [DEBUG] [MAG       ] Building data for symbol: BEP with lookback: 0
[2025-12-04T20:56:42.186081] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:56:42.186139] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:42.187832] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:56:42.188366] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:42.188778] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:56:42.189507] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-04T20:56:42.191250] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:42.213647] [INFO ] [LOCAL     ] HYMC: Saved forecast.
[2025-12-04T20:56:42.213754] [INFO ] [main      ] HYMC: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=54.3835%)
[2025-12-04T20:56:42.214248] [INFO ] [main      ] Progress: 193/970 forecasts completed (19.9%). HYMC finished in 0.6s. ETA: 2m 11s. Rate: 356.07 forecasts/min
[2025-12-04T20:56:42.214406] [INFO ] [main      ] Fetching symbol history for NEM...
[2025-12-04T20:56:42.214452] [DEBUG] [REMOTE    ] NEM: Fetching historical data.
[2025-12-04T20:56:42.229401] [DEBUG] [REMOTE    ] NEM: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:42.231641] [DEBUG] [LOCAL     ] Loaded configuration for NEM: 8 features, N/A% accuracy
[2025-12-04T20:56:42.231698] [INFO ] [LOCAL     ] NEM: Loaded 8 optimal features with 60.77% confidence from JSON config
[2025-12-04T20:56:42.231732] [DEBUG] [MAG       ] Building data for symbol: NEM with lookback: 0
[2025-12-04T20:56:42.232682] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-04T20:56:42.233159] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:42.235115] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:56:42.235770] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:42.236182] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:56:42.237003] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-04T20:56:42.237695] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-04T20:56:42.239473] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-04T20:56:42.240979] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-04T20:56:42.242223] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:42.282680] [DEBUG] [MAG       ] BFS: Last date is validated at 2025-12-04
[2025-12-04T20:56:42.355598] [DEBUG] [MAG       ] ARCC: Last date is validated at 2025-12-04
[2025-12-04T20:56:42.447185] [DEBUG] [MAG       ] BFS: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:42.516087] [INFO ] [LOCAL     ] BFS: Saved forecast.
[2025-12-04T20:56:42.516161] [INFO ] [main      ] BFS: Signal=1 (Conf=90.0%), Magnitude=-0.96% (Conf=62.6656%)
[2025-12-04T20:56:42.516527] [INFO ] [main      ] Fetching symbol history for SYNA...
[2025-12-04T20:56:42.516594] [DEBUG] [REMOTE    ] SYNA: Fetching historical data.
[2025-12-04T20:56:42.516705] [INFO ] [main      ] Progress: 194/970 forecasts completed (20.0%). BFS finished in 0.6s. ETA: 2m 11s. Rate: 354.61 forecasts/min
[2025-12-04T20:56:42.527833] [DEBUG] [REMOTE    ] SYNA: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:42.528974] [DEBUG] [LOCAL     ] Loaded configuration for SYNA: 1 features, N/A% accuracy
[2025-12-04T20:56:42.529350] [INFO ] [LOCAL     ] SYNA: Loaded 1 optimal features with 52.77% confidence from JSON config
[2025-12-04T20:56:42.529385] [DEBUG] [MAG       ] Building data for symbol: SYNA with lookback: 0
[2025-12-04T20:56:42.530289] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-04T20:56:42.530345] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:56:42.532727] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:42.536852] [DEBUG] [MAG       ] ARCC: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:42.545774] [DEBUG] [MAG       ] BEP: Last date is validated at 2025-12-04
[2025-12-04T20:56:42.594662] [DEBUG] [MAG       ] NEM: Last date is validated at 2025-12-04
[2025-12-04T20:56:42.606397] [INFO ] [LOCAL     ] ARCC: Saved forecast.
[2025-12-04T20:56:42.606489] [INFO ] [main      ] ARCC: Signal=1 (Conf=90.0%), Magnitude=1.40% (Conf=55.1053%)
[2025-12-04T20:56:42.606727] [INFO ] [main      ] Fetching symbol history for PEB...
[2025-12-04T20:56:42.606775] [DEBUG] [REMOTE    ] PEB: Fetching historical data.
[2025-12-04T20:56:42.608816] [INFO ] [main      ] Progress: 195/970 forecasts completed (20.1%). ARCC finished in 0.6s. ETA: 2m 11s. Rate: 355.44 forecasts/min
[2025-12-04T20:56:42.621320] [DEBUG] [REMOTE    ] PEB: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:42.622669] [DEBUG] [LOCAL     ] Loaded configuration for PEB: 5 features, N/A% accuracy
[2025-12-04T20:56:42.622734] [INFO ] [LOCAL     ] PEB: Loaded 5 optimal features with 47.69% confidence from JSON config
[2025-12-04T20:56:42.622767] [DEBUG] [MAG       ] Building data for symbol: PEB with lookback: 0
[2025-12-04T20:56:42.623775] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:56:42.623839] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:56:42.624912] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-04T20:56:42.626863] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-04T20:56:42.629732] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-04T20:56:42.631998] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-04T20:56:42.632874] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:42.716180] [DEBUG] [MAG       ] BEP: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:42.771263] [DEBUG] [MAG       ] NEM: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:42.790005] [INFO ] [LOCAL     ] BEP: Saved forecast.
[2025-12-04T20:56:42.790077] [INFO ] [main      ] BEP: Signal=1 (Conf=90.0%), Magnitude=1.46% (Conf=43.1255%)
[2025-12-04T20:56:42.790247] [INFO ] [main      ] Fetching symbol history for AEHL...
[2025-12-04T20:56:42.790290] [DEBUG] [REMOTE    ] AEHL: Fetching historical data.
[2025-12-04T20:56:42.791682] [INFO ] [main      ] Progress: 196/970 forecasts completed (20.2%). BEP finished in 0.6s. ETA: 2m 11s. Rate: 355.29 forecasts/min
[2025-12-04T20:56:42.802151] [DEBUG] [REMOTE    ] AEHL: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:42.803258] [DEBUG] [LOCAL     ] Loaded configuration for AEHL: 5 features, N/A% accuracy
[2025-12-04T20:56:42.803314] [INFO ] [LOCAL     ] AEHL: Loaded 5 optimal features with 38.11% confidence from JSON config
[2025-12-04T20:56:42.803347] [DEBUG] [MAG       ] Building data for symbol: AEHL with lookback: 0
[2025-12-04T20:56:42.804183] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:56:42.804243] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:42.809165] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:42.811025] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:56:42.811541] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:42.811958] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:56:42.812723] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:42.876785] [DEBUG] [MAG       ] SYNA: Last date is validated at 2025-12-04
[2025-12-04T20:56:42.891233] [INFO ] [LOCAL     ] NEM: Saved forecast.
[2025-12-04T20:56:42.891323] [INFO ] [main      ] NEM: Signal=1 (Conf=90.0%), Magnitude=2.33% (Conf=60.7726%)
[2025-12-04T20:56:42.891862] [INFO ] [main      ] Progress: 197/970 forecasts completed (20.3%). NEM finished in 0.7s. ETA: 2m 10s. Rate: 356.03 forecasts/min
[2025-12-04T20:56:42.892007] [INFO ] [main      ] Fetching symbol history for LEVI...
[2025-12-04T20:56:42.892051] [DEBUG] [REMOTE    ] LEVI: Fetching historical data.
[2025-12-04T20:56:42.905305] [DEBUG] [REMOTE    ] LEVI: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:42.906737] [DEBUG] [LOCAL     ] Loaded configuration for LEVI: 14 features, N/A% accuracy
[2025-12-04T20:56:42.906803] [INFO ] [LOCAL     ] LEVI: Loaded 14 optimal features with 60.36% confidence from JSON config
[2025-12-04T20:56:42.906836] [DEBUG] [MAG       ] Building data for symbol: LEVI with lookback: 0
[2025-12-04T20:56:42.907853] [DEBUG] [FEATURES  ] DataBuilder: Executing 14 feature methods.
[2025-12-04T20:56:42.907937] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:42.913279] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:42.915506] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:56:42.916053] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:42.916455] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-04T20:56:42.917235] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-04T20:56:42.917892] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-04T20:56:42.919081] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:56:42.919536] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:56:42.920838] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:56:42.922808] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:56:42.923901] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:56:42.924629] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:56:42.925941] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-04T20:56:42.928266] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:42.985254] [DEBUG] [MAG       ] PEB: Last date is validated at 2025-12-04
[2025-12-04T20:56:43.047902] [DEBUG] [MAG       ] SYNA: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:43.156497] [DEBUG] [MAG       ] AEHL: Last date is validated at 2025-12-04
[2025-12-04T20:56:43.164156] [DEBUG] [MAG       ] PEB: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:43.165156] [INFO ] [LOCAL     ] SYNA: Saved forecast.
[2025-12-04T20:56:43.165228] [INFO ] [main      ] SYNA: Signal=1 (Conf=90.0%), Magnitude=4.45% (Conf=52.7731%)
[2025-12-04T20:56:43.165620] [INFO ] [main      ] Fetching symbol history for QQQI...
[2025-12-04T20:56:43.165677] [DEBUG] [REMOTE    ] QQQI: Fetching historical data.
[2025-12-04T20:56:43.165694] [INFO ] [main      ] Progress: 198/970 forecasts completed (20.4%). SYNA finished in 0.6s. ETA: 2m 11s. Rate: 354.91 forecasts/min
[2025-12-04T20:56:43.179962] [DEBUG] [REMOTE    ] QQQI: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:43.184830] [DEBUG] [LOCAL     ] Loaded configuration for QQQI: 6 features, N/A% accuracy
[2025-12-04T20:56:43.184883] [INFO ] [LOCAL     ] QQQI: Loaded 6 optimal features with 48.26% confidence from JSON config
[2025-12-04T20:56:43.184914] [DEBUG] [MAG       ] Building data for symbol: QQQI with lookback: 0
[2025-12-04T20:56:43.185729] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:56:43.185786] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:43.190440] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:43.192169] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:56:43.192662] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:43.193034] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:56:43.195302] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:56:43.196272] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:43.246446] [INFO ] [LOCAL     ] PEB: Saved forecast.
[2025-12-04T20:56:43.246543] [INFO ] [main      ] PEB: Signal=1 (Conf=90.0%), Magnitude=-0.63% (Conf=47.6917%)
[2025-12-04T20:56:43.246790] [INFO ] [main      ] Fetching symbol history for BLK...
[2025-12-04T20:56:43.246837] [DEBUG] [REMOTE    ] BLK: Fetching historical data.
[2025-12-04T20:56:43.248863] [INFO ] [main      ] Progress: 199/970 forecasts completed (20.5%). PEB finished in 0.6s. ETA: 2m 10s. Rate: 355.82 forecasts/min
[2025-12-04T20:56:43.263192] [DEBUG] [REMOTE    ] BLK: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:43.264670] [DEBUG] [LOCAL     ] Loaded configuration for BLK: 1 features, N/A% accuracy
[2025-12-04T20:56:43.264762] [INFO ] [LOCAL     ] BLK: Loaded 1 optimal features with 57.98% confidence from JSON config
[2025-12-04T20:56:43.264804] [DEBUG] [MAG       ] Building data for symbol: BLK with lookback: 0
[2025-12-04T20:56:43.266043] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-04T20:56:43.266100] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:43.271673] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:43.324190] [DEBUG] [MAG       ] AEHL: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:43.398611] [DEBUG] [MAG       ] LEVI: Last date is validated at 2025-12-04
[2025-12-04T20:56:43.413468] [INFO ] [LOCAL     ] AEHL: Saved forecast.
[2025-12-04T20:56:43.413542] [INFO ] [main      ] AEHL: Signal=1 (Conf=90.0%), Magnitude=-5.66% (Conf=38.1053%)
[2025-12-04T20:56:43.413914] [INFO ] [main      ] Fetching symbol history for CRMD...
[2025-12-04T20:56:43.414292] [DEBUG] [REMOTE    ] CRMD: Fetching historical data.
[2025-12-04T20:56:43.414692] [INFO ] [main      ] Progress: 200/970 forecasts completed (20.6%). AEHL finished in 0.6s. ETA: 2m 10s. Rate: 355.85 forecasts/min
[2025-12-04T20:56:43.429377] [DEBUG] [REMOTE    ] CRMD: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:43.431087] [DEBUG] [LOCAL     ] Loaded configuration for CRMD: 9 features, N/A% accuracy
[2025-12-04T20:56:43.431155] [INFO ] [LOCAL     ] CRMD: Loaded 9 optimal features with 40.77% confidence from JSON config
[2025-12-04T20:56:43.431194] [DEBUG] [MAG       ] Building data for symbol: CRMD with lookback: 0
[2025-12-04T20:56:43.432037] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-04T20:56:43.432101] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:43.437030] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:43.439344] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:56:43.439932] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:43.440422] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-04T20:56:43.441650] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-04T20:56:43.493177] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-04T20:56:43.494913] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-04T20:56:43.497307] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:56:43.498439] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:43.531349] [DEBUG] [MAG       ] QQQI: Last date is validated at 2025-12-04
[2025-12-04T20:56:43.575444] [DEBUG] [MAG       ] LEVI: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:43.622279] [DEBUG] [MAG       ] BLK: Last date is validated at 2025-12-04
[2025-12-04T20:56:43.667725] [INFO ] [LOCAL     ] LEVI: Saved forecast.
[2025-12-04T20:56:43.667812] [INFO ] [main      ] LEVI: Signal=1 (Conf=90.0%), Magnitude=-2.01% (Conf=60.3632%)
[2025-12-04T20:56:43.668353] [INFO ] [main      ] Progress: 201/970 forecasts completed (20.7%). LEVI finished in 0.8s. ETA: 2m 10s. Rate: 354.95 forecasts/min
[2025-12-04T20:56:43.668513] [INFO ] [main      ] Fetching symbol history for ARCO...
[2025-12-04T20:56:43.668571] [DEBUG] [REMOTE    ] ARCO: Fetching historical data.
[2025-12-04T20:56:43.681714] [DEBUG] [REMOTE    ] ARCO: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:43.682874] [DEBUG] [LOCAL     ] Loaded configuration for ARCO: 7 features, N/A% accuracy
[2025-12-04T20:56:43.682929] [INFO ] [LOCAL     ] ARCO: Loaded 7 optimal features with 55.72% confidence from JSON config
[2025-12-04T20:56:43.682960] [DEBUG] [MAG       ] Building data for symbol: ARCO with lookback: 0
[2025-12-04T20:56:43.683867] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-04T20:56:43.683934] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:43.689403] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:56:43.691667] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:56:43.698619] [DEBUG] [MAG       ] QQQI: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:43.733249] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-04T20:56:43.735075] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-04T20:56:43.738115] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-04T20:56:43.740311] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-04T20:56:43.741719] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:43.779500] [INFO ] [LOCAL     ] QQQI: Saved forecast.
[2025-12-04T20:56:43.779588] [INFO ] [main      ] QQQI: Signal=1 (Conf=90.0%), Magnitude=-0.07% (Conf=48.2582%)
[2025-12-04T20:56:43.779971] [INFO ] [main      ] Fetching symbol history for ONDS...
[2025-12-04T20:56:43.780027] [DEBUG] [REMOTE    ] ONDS: Fetching historical data.
[2025-12-04T20:56:43.780702] [INFO ] [main      ] Progress: 202/970 forecasts completed (20.8%). QQQI finished in 0.6s. ETA: 2m 10s. Rate: 355.54 forecasts/min
[2025-12-04T20:56:43.792273] [DEBUG] [REMOTE    ] ONDS: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:43.793414] [DEBUG] [LOCAL     ] Loaded configuration for ONDS: 5 features, N/A% accuracy
[2025-12-04T20:56:43.793468] [INFO ] [LOCAL     ] ONDS: Loaded 5 optimal features with 54.01% confidence from JSON config
[2025-12-04T20:56:43.793501] [DEBUG] [MAG       ] Building data for symbol: ONDS with lookback: 0
[2025-12-04T20:56:43.793667] [DEBUG] [MAG       ] BLK: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:43.794458] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:56:43.794525] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:43.799950] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-04T20:56:43.800795] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-04T20:56:43.802037] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-04T20:56:43.804064] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:43.805886] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:43.841638] [DEBUG] [MAG       ] CRMD: Last date is validated at 2025-12-04
[2025-12-04T20:56:43.966685] [INFO ] [LOCAL     ] BLK: Saved forecast.
[2025-12-04T20:56:43.966794] [INFO ] [main      ] BLK: Signal=1 (Conf=90.0%), Magnitude=1.40% (Conf=57.9848%)
[2025-12-04T20:56:43.967027] [INFO ] [main      ] Fetching symbol history for AMPG...
[2025-12-04T20:56:43.967076] [DEBUG] [REMOTE    ] AMPG: Fetching historical data.
[2025-12-04T20:56:43.968709] [INFO ] [main      ] Progress: 203/970 forecasts completed (20.9%). BLK finished in 0.7s. ETA: 2m 10s. Rate: 355.35 forecasts/min
[2025-12-04T20:56:43.981677] [DEBUG] [REMOTE    ] AMPG: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:43.987108] [DEBUG] [LOCAL     ] Loaded configuration for AMPG: 1 features, N/A% accuracy
[2025-12-04T20:56:43.987190] [INFO ] [LOCAL     ] AMPG: Loaded 1 optimal features with 47.95% confidence from JSON config
[2025-12-04T20:56:43.987224] [DEBUG] [MAG       ] Building data for symbol: AMPG with lookback: 0
[2025-12-04T20:56:43.988379] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-04T20:56:43.988440] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:56:43.989547] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:44.019873] [DEBUG] [MAG       ] CRMD: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:44.090215] [DEBUG] [MAG       ] ARCO: Last date is validated at 2025-12-04
[2025-12-04T20:56:44.111397] [INFO ] [LOCAL     ] CRMD: Saved forecast.
[2025-12-04T20:56:44.111488] [INFO ] [main      ] CRMD: Signal=1 (Conf=90.0%), Magnitude=-0.74% (Conf=40.7657%)
[2025-12-04T20:56:44.111984] [INFO ] [main      ] Fetching symbol history for IGSB...
[2025-12-04T20:56:44.112037] [DEBUG] [REMOTE    ] IGSB: Fetching historical data.
[2025-12-04T20:56:44.112752] [INFO ] [main      ] Progress: 204/970 forecasts completed (21.0%). CRMD finished in 0.7s. ETA: 2m 9s. Rate: 355.60 forecasts/min
[2025-12-04T20:56:44.125969] [DEBUG] [REMOTE    ] IGSB: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:44.127197] [DEBUG] [LOCAL     ] Loaded configuration for IGSB: 5 features, N/A% accuracy
[2025-12-04T20:56:44.127253] [INFO ] [LOCAL     ] IGSB: Loaded 5 optimal features with 25.76% confidence from JSON config
[2025-12-04T20:56:44.127284] [DEBUG] [MAG       ] Building data for symbol: IGSB with lookback: 0
[2025-12-04T20:56:44.128503] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:56:44.128567] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:44.130383] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:56:44.131035] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:44.131435] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:56:44.164057] [DEBUG] [MAG       ] ONDS: Last date is validated at 2025-12-04
[2025-12-04T20:56:44.170283] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-04T20:56:44.171553] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:44.276846] [DEBUG] [MAG       ] ARCO: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:44.343498] [DEBUG] [MAG       ] ONDS: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:44.360646] [INFO ] [LOCAL     ] ARCO: Saved forecast.
[2025-12-04T20:56:44.360730] [INFO ] [main      ] ARCO: Signal=1 (Conf=90.0%), Magnitude=2.18% (Conf=55.7169%)
[2025-12-04T20:56:44.361147] [INFO ] [main      ] Fetching symbol history for ABOS...
[2025-12-04T20:56:44.361198] [DEBUG] [REMOTE    ] ABOS: Fetching historical data.
[2025-12-04T20:56:44.362625] [INFO ] [main      ] Progress: 205/970 forecasts completed (21.1%). ARCO finished in 0.7s. ETA: 2m 9s. Rate: 354.77 forecasts/min
[2025-12-04T20:56:44.367029] [DEBUG] [MAG       ] AMPG: Last date is validated at 2025-12-04
[2025-12-04T20:56:44.376954] [DEBUG] [REMOTE    ] ABOS: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:44.378484] [DEBUG] [LOCAL     ] Loaded configuration for ABOS: 5 features, N/A% accuracy
[2025-12-04T20:56:44.378545] [INFO ] [LOCAL     ] ABOS: Loaded 5 optimal features with 41.41% confidence from JSON config
[2025-12-04T20:56:44.378596] [DEBUG] [MAG       ] Building data for symbol: ABOS with lookback: 0
[2025-12-04T20:56:44.379565] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:56:44.379647] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:44.381698] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:56:44.382619] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:44.383091] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-04T20:56:44.385706] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-04T20:56:44.386555] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:44.423460] [INFO ] [LOCAL     ] ONDS: Saved forecast.
[2025-12-04T20:56:44.423536] [INFO ] [main      ] ONDS: Signal=1 (Conf=90.0%), Magnitude=12.05% (Conf=54.0059%)
[2025-12-04T20:56:44.423913] [INFO ] [main      ] Fetching symbol history for MCBS...
[2025-12-04T20:56:44.423971] [DEBUG] [REMOTE    ] MCBS: Fetching historical data.
[2025-12-04T20:56:44.424718] [INFO ] [main      ] Progress: 206/970 forecasts completed (21.2%). ONDS finished in 0.6s. ETA: 2m 9s. Rate: 355.86 forecasts/min
[2025-12-04T20:56:44.435787] [DEBUG] [REMOTE    ] MCBS: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:44.438261] [DEBUG] [LOCAL     ] Loaded configuration for MCBS: 3 features, N/A% accuracy
[2025-12-04T20:56:44.438319] [INFO ] [LOCAL     ] MCBS: Loaded 3 optimal features with 57.52% confidence from JSON config
[2025-12-04T20:56:44.438362] [DEBUG] [MAG       ] Building data for symbol: MCBS with lookback: 0
[2025-12-04T20:56:44.439219] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:56:44.439278] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:44.444212] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:56:44.536334] [DEBUG] [MAG       ] IGSB: Last date is validated at 2025-12-04
[2025-12-04T20:56:44.536688] [DEBUG] [MAG       ] AMPG: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:44.556556] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-04T20:56:44.557563] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:44.597315] [INFO ] [LOCAL     ] AMPG: Saved forecast.
[2025-12-04T20:56:44.597390] [INFO ] [main      ] AMPG: Signal=1 (Conf=90.0%), Magnitude=-4.82% (Conf=47.9484%)
[2025-12-04T20:56:44.597769] [INFO ] [main      ] Fetching symbol history for ABL...
[2025-12-04T20:56:44.597820] [DEBUG] [REMOTE    ] ABL: Fetching historical data.
[2025-12-04T20:56:44.598716] [INFO ] [main      ] Progress: 207/970 forecasts completed (21.3%). AMPG finished in 0.6s. ETA: 2m 9s. Rate: 355.81 forecasts/min
[2025-12-04T20:56:44.609302] [DEBUG] [REMOTE    ] ABL: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:44.610441] [DEBUG] [LOCAL     ] Loaded configuration for ABL: 5 features, N/A% accuracy
[2025-12-04T20:56:44.610494] [INFO ] [LOCAL     ] ABL: Loaded 5 optimal features with 53.75% confidence from JSON config
[2025-12-04T20:56:44.610525] [DEBUG] [MAG       ] Building data for symbol: ABL with lookback: 0
[2025-12-04T20:56:44.611351] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:56:44.611412] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:44.613104] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:56:44.613643] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:44.614021] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:56:44.616339] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-04T20:56:44.617356] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:44.745287] [DEBUG] [MAG       ] IGSB: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:44.757232] [DEBUG] [MAG       ] ABOS: Last date is validated at 2025-12-04
[2025-12-04T20:56:44.811468] [INFO ] [LOCAL     ] IGSB: Saved forecast.
[2025-12-04T20:56:44.811562] [INFO ] [main      ] IGSB: Signal=1 (Conf=90.0%), Magnitude=0.01% (Conf=25.7641%)
[2025-12-04T20:56:44.812076] [INFO ] [main      ] Fetching symbol history for CGEN...
[2025-12-04T20:56:44.812130] [DEBUG] [REMOTE    ] CGEN: Fetching historical data.
[2025-12-04T20:56:44.813683] [INFO ] [main      ] Progress: 208/970 forecasts completed (21.4%). IGSB finished in 0.7s. ETA: 2m 9s. Rate: 355.34 forecasts/min
[2025-12-04T20:56:44.828286] [DEBUG] [REMOTE    ] CGEN: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:44.829597] [DEBUG] [LOCAL     ] Loaded configuration for CGEN: 5 features, N/A% accuracy
[2025-12-04T20:56:44.829662] [INFO ] [LOCAL     ] CGEN: Loaded 5 optimal features with 61.48% confidence from JSON config
[2025-12-04T20:56:44.829697] [DEBUG] [MAG       ] Building data for symbol: CGEN with lookback: 0
[2025-12-04T20:56:44.830699] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:56:44.830791] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:44.832756] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:56:44.833391] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:44.833834] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-04T20:56:44.835237] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-04T20:56:44.893088] [DEBUG] [MAG       ] MCBS: Last date is validated at 2025-12-04
[2025-12-04T20:56:44.915108] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:44.933004] [DEBUG] [MAG       ] ABOS: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:44.952922] [DEBUG] [MAG       ] ABL: Last date is validated at 2025-12-04
[2025-12-04T20:56:44.996764] [INFO ] [LOCAL     ] ABOS: Saved forecast.
[2025-12-04T20:56:44.996855] [INFO ] [main      ] ABOS: Signal=1 (Conf=90.0%), Magnitude=1.06% (Conf=41.4122%)
[2025-12-04T20:56:44.997064] [INFO ] [main      ] Fetching symbol history for PHIN...
[2025-12-04T20:56:44.997110] [DEBUG] [REMOTE    ] PHIN: Fetching historical data.
[2025-12-04T20:56:44.998114] [INFO ] [main      ] Progress: 209/970 forecasts completed (21.5%). ABOS finished in 0.6s. ETA: 2m 9s. Rate: 355.18 forecasts/min
[2025-12-04T20:56:45.010513] [DEBUG] [REMOTE    ] PHIN: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:45.014651] [DEBUG] [LOCAL     ] Loaded configuration for PHIN: 5 features, N/A% accuracy
[2025-12-04T20:56:45.014711] [INFO ] [LOCAL     ] PHIN: Loaded 5 optimal features with 72.32% confidence from JSON config
[2025-12-04T20:56:45.014745] [DEBUG] [MAG       ] Building data for symbol: PHIN with lookback: 0
[2025-12-04T20:56:45.015703] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:56:45.015765] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:45.021680] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:56:45.024274] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-04T20:56:45.025289] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-04T20:56:45.028123] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-04T20:56:45.034014] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:45.064387] [DEBUG] [MAG       ] MCBS: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:45.116858] [DEBUG] [MAG       ] ABL: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:45.145322] [INFO ] [LOCAL     ] MCBS: Saved forecast.
[2025-12-04T20:56:45.145393] [INFO ] [main      ] MCBS: Signal=1 (Conf=90.0%), Magnitude=-1.89% (Conf=57.5233%)
[2025-12-04T20:56:45.145558] [INFO ] [main      ] Fetching symbol history for NEOG...
[2025-12-04T20:56:45.145620] [DEBUG] [REMOTE    ] NEOG: Fetching historical data.
[2025-12-04T20:56:45.146013] [INFO ] [main      ] Progress: 210/970 forecasts completed (21.6%). MCBS finished in 0.7s. ETA: 2m 8s. Rate: 355.39 forecasts/min
[2025-12-04T20:56:45.162908] [DEBUG] [REMOTE    ] NEOG: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:45.163830] [DEBUG] [LOCAL     ] Loaded configuration for NEOG: 3 features, N/A% accuracy
[2025-12-04T20:56:45.163883] [INFO ] [LOCAL     ] NEOG: Loaded 3 optimal features with 56.68% confidence from JSON config
[2025-12-04T20:56:45.163916] [DEBUG] [MAG       ] Building data for symbol: NEOG with lookback: 0
[2025-12-04T20:56:45.164845] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:56:45.164908] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-04T20:56:45.183031] [INFO ] [LOCAL     ] ABL: Saved forecast.
[2025-12-04T20:56:45.183109] [INFO ] [main      ] ABL: Signal=1 (Conf=90.0%), Magnitude=8.35% (Conf=53.7471%)
[2025-12-04T20:56:45.183271] [INFO ] [main      ] Fetching symbol history for RUSHA...
[2025-12-04T20:56:45.183321] [DEBUG] [REMOTE    ] RUSHA: Fetching historical data.
[2025-12-04T20:56:45.183915] [INFO ] [main      ] Progress: 211/970 forecasts completed (21.8%). ABL finished in 0.6s. ETA: 2m 8s. Rate: 356.70 forecasts/min
[2025-12-04T20:56:45.195143] [DEBUG] [REMOTE    ] RUSHA: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:45.196353] [DEBUG] [LOCAL     ] Loaded configuration for RUSHA: 5 features, N/A% accuracy
[2025-12-04T20:56:45.196404] [INFO ] [LOCAL     ] RUSHA: Loaded 5 optimal features with 58.04% confidence from JSON config
[2025-12-04T20:56:45.196434] [DEBUG] [MAG       ] Building data for symbol: RUSHA with lookback: 0
[2025-12-04T20:56:45.197238] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:56:45.197297] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:45.199020] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:56:45.199547] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:45.199962] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-04T20:56:45.244847] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-04T20:56:45.247204] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-04T20:56:45.248216] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-04T20:56:45.248727] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:45.250217] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:45.296714] [DEBUG] [MAG       ] CGEN: Last date is validated at 2025-12-04
[2025-12-04T20:56:45.410184] [DEBUG] [MAG       ] PHIN: Last date is validated at 2025-12-04
[2025-12-04T20:56:45.477731] [DEBUG] [MAG       ] CGEN: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:45.536458] [INFO ] [LOCAL     ] CGEN: Saved forecast.
[2025-12-04T20:56:45.536548] [INFO ] [main      ] CGEN: Signal=1 (Conf=90.0%), Magnitude=0.59% (Conf=61.4774%)
[2025-12-04T20:56:45.537060] [INFO ] [main      ] Progress: 212/970 forecasts completed (21.9%). CGEN finished in 0.7s. ETA: 2m 8s. Rate: 354.86 forecasts/min
[2025-12-04T20:56:45.537222] [INFO ] [main      ] Fetching symbol history for AUDC...
[2025-12-04T20:56:45.537267] [DEBUG] [REMOTE    ] AUDC: Fetching historical data.
[2025-12-04T20:56:45.551055] [DEBUG] [REMOTE    ] AUDC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:45.552415] [DEBUG] [LOCAL     ] Loaded configuration for AUDC: 6 features, N/A% accuracy
[2025-12-04T20:56:45.552474] [INFO ] [LOCAL     ] AUDC: Loaded 6 optimal features with 55.32% confidence from JSON config
[2025-12-04T20:56:45.552507] [DEBUG] [MAG       ] Building data for symbol: AUDC with lookback: 0
[2025-12-04T20:56:45.553433] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:56:45.553496] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:45.558679] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:56:45.559687] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:56:45.561343] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-04T20:56:45.589502] [DEBUG] [MAG       ] RUSHA: Last date is validated at 2025-12-04
[2025-12-04T20:56:45.590715] [DEBUG] [MAG       ] NEOG: Last date is validated at 2025-12-04
[2025-12-04T20:56:45.593218] [DEBUG] [MAG       ] PHIN: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:45.635935] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-04T20:56:45.639406] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:56:45.640544] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:45.693326] [INFO ] [LOCAL     ] PHIN: Saved forecast.
[2025-12-04T20:56:45.693422] [INFO ] [main      ] PHIN: Signal=1 (Conf=90.0%), Magnitude=-0.18% (Conf=72.3159%)
[2025-12-04T20:56:45.694080] [INFO ] [main      ] Fetching symbol history for SRFM...
[2025-12-04T20:56:45.694135] [DEBUG] [REMOTE    ] SRFM: Fetching historical data.
[2025-12-04T20:56:45.694691] [INFO ] [main      ] Progress: 213/970 forecasts completed (22.0%). PHIN finished in 0.7s. ETA: 2m 8s. Rate: 354.98 forecasts/min
[2025-12-04T20:56:45.707182] [DEBUG] [REMOTE    ] SRFM: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:45.708729] [DEBUG] [LOCAL     ] Loaded configuration for SRFM: 6 features, N/A% accuracy
[2025-12-04T20:56:45.708786] [INFO ] [LOCAL     ] SRFM: Loaded 6 optimal features with 54.02% confidence from JSON config
[2025-12-04T20:56:45.708816] [DEBUG] [MAG       ] Building data for symbol: SRFM with lookback: 0
[2025-12-04T20:56:45.709774] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:56:45.709835] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:45.711619] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:56:45.712178] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:45.712596] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:56:45.713504] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:56:45.715166] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-04T20:56:45.717192] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:45.759061] [DEBUG] [MAG       ] NEOG: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:45.761173] [DEBUG] [MAG       ] RUSHA: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:45.830466] [INFO ] [LOCAL     ] NEOG: Saved forecast.
[2025-12-04T20:56:45.830535] [INFO ] [main      ] NEOG: Signal=1 (Conf=90.0%), Magnitude=-2.50% (Conf=56.6818%)
[2025-12-04T20:56:45.830925] [INFO ] [main      ] Fetching symbol history for MRVL...
[2025-12-04T20:56:45.830974] [DEBUG] [REMOTE    ] MRVL: Fetching historical data.
[2025-12-04T20:56:45.831748] [INFO ] [main      ] Progress: 214/970 forecasts completed (22.1%). NEOG finished in 0.7s. ETA: 2m 8s. Rate: 355.29 forecasts/min
[2025-12-04T20:56:45.844989] [DEBUG] [REMOTE    ] MRVL: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:45.848626] [DEBUG] [LOCAL     ] Loaded configuration for MRVL: 4 features, N/A% accuracy
[2025-12-04T20:56:45.848683] [INFO ] [LOCAL     ] MRVL: Loaded 4 optimal features with 62.31% confidence from JSON config
[2025-12-04T20:56:45.848715] [DEBUG] [MAG       ] Building data for symbol: MRVL with lookback: 0
[2025-12-04T20:56:45.849521] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:56:45.849598] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:56:45.852105] [INFO ] [LOCAL     ] RUSHA: Saved forecast.
[2025-12-04T20:56:45.852173] [INFO ] [main      ] RUSHA: Signal=1 (Conf=90.0%), Magnitude=-0.06% (Conf=58.0423%)
[2025-12-04T20:56:45.852338] [INFO ] [main      ] Fetching symbol history for LSPD...
[2025-12-04T20:56:45.852381] [DEBUG] [REMOTE    ] LSPD: Fetching historical data.
[2025-12-04T20:56:45.853210] [INFO ] [main      ] Progress: 215/970 forecasts completed (22.2%). RUSHA finished in 0.7s. ETA: 2m 7s. Rate: 356.74 forecasts/min
[2025-12-04T20:56:45.865928] [DEBUG] [REMOTE    ] LSPD: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:45.866828] [DEBUG] [LOCAL     ] Loaded configuration for LSPD: 5 features, N/A% accuracy
[2025-12-04T20:56:45.866884] [INFO ] [LOCAL     ] LSPD: Loaded 5 optimal features with 50.65% confidence from JSON config
[2025-12-04T20:56:45.866915] [DEBUG] [MAG       ] Building data for symbol: LSPD with lookback: 0
[2025-12-04T20:56:45.867719] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:56:45.867775] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:45.872838] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:45.874992] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:56:45.875509] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:56:45.876652] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-04T20:56:45.878747] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:45.889848] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-04T20:56:45.891147] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-04T20:56:45.892941] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-04T20:56:45.895606] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:46.063891] [DEBUG] [MAG       ] SRFM: Last date is validated at 2025-12-04
[2025-12-04T20:56:46.091308] [DEBUG] [MAG       ] AUDC: Last date is validated at 2025-12-04
[2025-12-04T20:56:46.223287] [DEBUG] [MAG       ] LSPD: Last date is validated at 2025-12-04
[2025-12-04T20:56:46.233342] [DEBUG] [MAG       ] SRFM: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:46.236367] [DEBUG] [MAG       ] MRVL: Last date is validated at 2025-12-04
[2025-12-04T20:56:46.264142] [DEBUG] [MAG       ] AUDC: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:46.315496] [INFO ] [LOCAL     ] SRFM: Saved forecast.
[2025-12-04T20:56:46.315603] [INFO ] [main      ] SRFM: Signal=1 (Conf=90.0%), Magnitude=-2.73% (Conf=54.0217%)
[2025-12-04T20:56:46.316132] [INFO ] [main      ] Fetching symbol history for SMTC...
[2025-12-04T20:56:46.316187] [DEBUG] [REMOTE    ] SMTC: Fetching historical data.
[2025-12-04T20:56:46.316675] [INFO ] [main      ] Progress: 216/970 forecasts completed (22.3%). SRFM finished in 0.6s. ETA: 2m 8s. Rate: 353.86 forecasts/min
[2025-12-04T20:56:46.330705] [DEBUG] [REMOTE    ] SMTC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:46.332065] [DEBUG] [LOCAL     ] Loaded configuration for SMTC: 4 features, N/A% accuracy
[2025-12-04T20:56:46.332122] [INFO ] [LOCAL     ] SMTC: Loaded 4 optimal features with 56.72% confidence from JSON config
[2025-12-04T20:56:46.332155] [DEBUG] [MAG       ] Building data for symbol: SMTC with lookback: 0
[2025-12-04T20:56:46.333108] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:56:46.333170] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:46.338277] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:46.339646] [INFO ] [LOCAL     ] AUDC: Saved forecast.
[2025-12-04T20:56:46.339734] [INFO ] [main      ] AUDC: Signal=1 (Conf=90.0%), Magnitude=-1.62% (Conf=55.3167%)
[2025-12-04T20:56:46.340147] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:56:46.340249] [INFO ] [main      ] Fetching symbol history for PRFZ...
[2025-12-04T20:56:46.340304] [DEBUG] [REMOTE    ] PRFZ: Fetching historical data.
[2025-12-04T20:56:46.340632] [INFO ] [main      ] Progress: 217/970 forecasts completed (22.4%). AUDC finished in 0.8s. ETA: 2m 7s. Rate: 355.27 forecasts/min
[2025-12-04T20:56:46.340790] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:46.341220] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:46.354682] [DEBUG] [REMOTE    ] PRFZ: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:46.356146] [DEBUG] [LOCAL     ] Loaded configuration for PRFZ: 5 features, N/A% accuracy
[2025-12-04T20:56:46.356214] [INFO ] [LOCAL     ] PRFZ: Loaded 5 optimal features with 64.03% confidence from JSON config
[2025-12-04T20:56:46.356645] [DEBUG] [MAG       ] Building data for symbol: PRFZ with lookback: 0
[2025-12-04T20:56:46.357898] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:56:46.357985] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-04T20:56:46.359144] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-04T20:56:46.389568] [DEBUG] [MAG       ] LSPD: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:46.401096] [DEBUG] [MAG       ] MRVL: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:46.411625] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-04T20:56:46.413441] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-04T20:56:46.415668] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-04T20:56:46.418718] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:46.459794] [INFO ] [LOCAL     ] LSPD: Saved forecast.
[2025-12-04T20:56:46.459862] [INFO ] [main      ] LSPD: Signal=1 (Conf=90.0%), Magnitude=5.14% (Conf=50.6472%)
[2025-12-04T20:56:46.460024] [INFO ] [main      ] Fetching symbol history for ALG...
[2025-12-04T20:56:46.460069] [DEBUG] [REMOTE    ] ALG: Fetching historical data.
[2025-12-04T20:56:46.460807] [INFO ] [main      ] Progress: 218/970 forecasts completed (22.5%). LSPD finished in 0.6s. ETA: 2m 7s. Rate: 355.74 forecasts/min
[2025-12-04T20:56:46.471963] [DEBUG] [REMOTE    ] ALG: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:46.472952] [DEBUG] [LOCAL     ] Loaded configuration for ALG: 2 features, N/A% accuracy
[2025-12-04T20:56:46.473006] [INFO ] [LOCAL     ] ALG: Loaded 2 optimal features with 46.10% confidence from JSON config
[2025-12-04T20:56:46.473036] [DEBUG] [MAG       ] Building data for symbol: ALG with lookback: 0
[2025-12-04T20:56:46.473837] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:56:46.473893] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:46.478619] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:56:46.479546] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:46.518909] [INFO ] [LOCAL     ] MRVL: Saved forecast.
[2025-12-04T20:56:46.518977] [INFO ] [main      ] MRVL: Signal=1 (Conf=90.0%), Magnitude=1.24% (Conf=62.3143%)
[2025-12-04T20:56:46.519301] [INFO ] [main      ] Fetching symbol history for ULTA...
[2025-12-04T20:56:46.519349] [DEBUG] [REMOTE    ] ULTA: Fetching historical data.
[2025-12-04T20:56:46.519651] [INFO ] [main      ] Progress: 219/970 forecasts completed (22.6%). MRVL finished in 0.7s. ETA: 2m 6s. Rate: 356.80 forecasts/min
[2025-12-04T20:56:46.530597] [DEBUG] [REMOTE    ] ULTA: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:46.531772] [DEBUG] [LOCAL     ] Loaded configuration for ULTA: 7 features, N/A% accuracy
[2025-12-04T20:56:46.531828] [INFO ] [LOCAL     ] ULTA: Loaded 7 optimal features with 63.56% confidence from JSON config
[2025-12-04T20:56:46.531859] [DEBUG] [MAG       ] Building data for symbol: ULTA with lookback: 0
[2025-12-04T20:56:46.532712] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-04T20:56:46.532772] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:46.537440] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:46.539214] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:56:46.539715] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:46.540094] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:56:46.540940] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-04T20:56:46.541871] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-04T20:56:46.542450] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:46.698178] [DEBUG] [MAG       ] SMTC: Last date is validated at 2025-12-04
[2025-12-04T20:56:46.784106] [DEBUG] [MAG       ] PRFZ: Last date is validated at 2025-12-04
[2025-12-04T20:56:46.830210] [DEBUG] [MAG       ] ALG: Last date is validated at 2025-12-04
[2025-12-04T20:56:46.870520] [DEBUG] [MAG       ] SMTC: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:46.885615] [DEBUG] [MAG       ] ULTA: Last date is validated at 2025-12-04
[2025-12-04T20:56:46.966846] [DEBUG] [MAG       ] PRFZ: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:46.999486] [DEBUG] [MAG       ] ALG: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:47.001066] [INFO ] [LOCAL     ] SMTC: Saved forecast.
[2025-12-04T20:56:47.001153] [INFO ] [main      ] SMTC: Signal=1 (Conf=90.0%), Magnitude=6.69% (Conf=56.7246%)
[2025-12-04T20:56:47.001554] [INFO ] [main      ] Fetching symbol history for DRIO...
[2025-12-04T20:56:47.001912] [DEBUG] [REMOTE    ] DRIO: Fetching historical data.
[2025-12-04T20:56:47.003662] [INFO ] [main      ] Progress: 220/970 forecasts completed (22.7%). SMTC finished in 0.7s. ETA: 2m 7s. Rate: 353.78 forecasts/min
[2025-12-04T20:56:47.015899] [DEBUG] [REMOTE    ] DRIO: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:47.017068] [DEBUG] [LOCAL     ] Loaded configuration for DRIO: 3 features, N/A% accuracy
[2025-12-04T20:56:47.017121] [INFO ] [LOCAL     ] DRIO: Loaded 3 optimal features with 53.25% confidence from JSON config
[2025-12-04T20:56:47.017152] [DEBUG] [MAG       ] Building data for symbol: DRIO with lookback: 0
[2025-12-04T20:56:47.018076] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:56:47.018134] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:47.023096] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:56:47.057448] [DEBUG] [MAG       ] ULTA: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:47.062292] [INFO ] [LOCAL     ] PRFZ: Saved forecast.
[2025-12-04T20:56:47.062384] [INFO ] [main      ] PRFZ: Signal=1 (Conf=90.0%), Magnitude=0.85% (Conf=64.0327%)
[2025-12-04T20:56:47.062619] [INFO ] [main      ] Fetching symbol history for SBI...
[2025-12-04T20:56:47.062668] [DEBUG] [REMOTE    ] SBI: Fetching historical data.
[2025-12-04T20:56:47.063033] [INFO ] [main      ] Progress: 221/970 forecasts completed (22.8%). PRFZ finished in 0.7s. ETA: 2m 7s. Rate: 354.82 forecasts/min
[2025-12-04T20:56:47.077213] [DEBUG] [REMOTE    ] SBI: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:47.078480] [DEBUG] [LOCAL     ] Loaded configuration for SBI: 16 features, N/A% accuracy
[2025-12-04T20:56:47.078549] [INFO ] [LOCAL     ] SBI: Loaded 16 optimal features with 16.16% confidence from JSON config
[2025-12-04T20:56:47.078600] [DEBUG] [MAG       ] Building data for symbol: SBI with lookback: 0
[2025-12-04T20:56:47.079770] [DEBUG] [FEATURES  ] DataBuilder: Executing 16 feature methods.
[2025-12-04T20:56:47.079852] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:47.085377] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:47.087762] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:56:47.088623] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:56:47.089183] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:47.089665] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:56:47.090603] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:56:47.091563] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:56:47.094341] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:56:47.107658] [INFO ] [LOCAL     ] ALG: Saved forecast.
[2025-12-04T20:56:47.107730] [INFO ] [main      ] ALG: Signal=1 (Conf=90.0%), Magnitude=0.05% (Conf=46.1008%)
[2025-12-04T20:56:47.107896] [INFO ] [main      ] Fetching symbol history for TRI...
[2025-12-04T20:56:47.107941] [DEBUG] [REMOTE    ] TRI: Fetching historical data.
[2025-12-04T20:56:47.109842] [INFO ] [main      ] Progress: 222/970 forecasts completed (22.9%). ALG finished in 0.6s. ETA: 2m 6s. Rate: 355.98 forecasts/min
[2025-12-04T20:56:47.120356] [DEBUG] [REMOTE    ] TRI: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:47.122629] [DEBUG] [LOCAL     ] Loaded configuration for TRI: 4 features, N/A% accuracy
[2025-12-04T20:56:47.122690] [INFO ] [LOCAL     ] TRI: Loaded 4 optimal features with 57.28% confidence from JSON config
[2025-12-04T20:56:47.122723] [DEBUG] [MAG       ] Building data for symbol: TRI with lookback: 0
[2025-12-04T20:56:47.123653] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:56:47.123715] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:47.125405] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:56:47.125926] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-04T20:56:47.126964] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-04T20:56:47.128979] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:47.142422] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-04T20:56:47.144533] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:47.207790] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:56:47.210136] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:56:47.223615] [INFO ] [LOCAL     ] ULTA: Saved forecast.
[2025-12-04T20:56:47.223689] [INFO ] [main      ] ULTA: Signal=1 (Conf=90.0%), Magnitude=-1.80% (Conf=63.5582%)
[2025-12-04T20:56:47.223859] [INFO ] [main      ] Fetching symbol history for PRAA...
[2025-12-04T20:56:47.223902] [DEBUG] [REMOTE    ] PRAA: Fetching historical data.
[2025-12-04T20:56:47.225677] [INFO ] [main      ] Progress: 223/970 forecasts completed (23.0%). ULTA finished in 0.7s. ETA: 2m 6s. Rate: 356.48 forecasts/min
[2025-12-04T20:56:47.235886] [DEBUG] [REMOTE    ] PRAA: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:47.236812] [DEBUG] [LOCAL     ] Loaded configuration for PRAA: 7 features, N/A% accuracy
[2025-12-04T20:56:47.236870] [INFO ] [LOCAL     ] PRAA: Loaded 7 optimal features with 60.88% confidence from JSON config
[2025-12-04T20:56:47.236900] [DEBUG] [MAG       ] Building data for symbol: PRAA with lookback: 0
[2025-12-04T20:56:47.237747] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-04T20:56:47.237807] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:47.239548] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:56:47.240094] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:47.240533] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-04T20:56:47.244459] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-04T20:56:47.245189] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:56:47.246277] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-04T20:56:47.248304] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:47.250625] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-04T20:56:47.252195] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-04T20:56:47.300755] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-04T20:56:47.301986] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-04T20:56:47.303229] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-04T20:56:47.377556] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:47.467402] [DEBUG] [MAG       ] TRI: Last date is validated at 2025-12-04
[2025-12-04T20:56:47.492910] [DEBUG] [MAG       ] DRIO: Last date is validated at 2025-12-04
[2025-12-04T20:56:47.580137] [DEBUG] [MAG       ] PRAA: Last date is validated at 2025-12-04
[2025-12-04T20:56:47.638515] [DEBUG] [MAG       ] TRI: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:47.671488] [DEBUG] [MAG       ] DRIO: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:47.726238] [DEBUG] [MAG       ] SBI: Last date is validated at 2025-12-04
[2025-12-04T20:56:47.745122] [DEBUG] [MAG       ] PRAA: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:47.760869] [INFO ] [LOCAL     ] DRIO: Saved forecast.
[2025-12-04T20:56:47.760958] [INFO ] [main      ] DRIO: Signal=1 (Conf=90.0%), Magnitude=6.36% (Conf=53.2489%)
[2025-12-04T20:56:47.761438] [INFO ] [main      ] Fetching symbol history for LKQ...
[2025-12-04T20:56:47.761493] [DEBUG] [REMOTE    ] LKQ: Fetching historical data.
[2025-12-04T20:56:47.761705] [INFO ] [main      ] Progress: 224/970 forecasts completed (23.1%). DRIO finished in 0.8s. ETA: 2m 7s. Rate: 353.04 forecasts/min
[2025-12-04T20:56:47.768543] [INFO ] [LOCAL     ] TRI: Saved forecast.
[2025-12-04T20:56:47.768627] [INFO ] [main      ] TRI: Signal=1 (Conf=90.0%), Magnitude=-0.20% (Conf=57.2798%)
[2025-12-04T20:56:47.768798] [INFO ] [main      ] Fetching symbol history for PEG...
[2025-12-04T20:56:47.768841] [DEBUG] [REMOTE    ] PEG: Fetching historical data.
[2025-12-04T20:56:47.769920] [INFO ] [main      ] Progress: 225/970 forecasts completed (23.2%). TRI finished in 0.7s. ETA: 2m 6s. Rate: 354.54 forecasts/min
[2025-12-04T20:56:47.775884] [DEBUG] [REMOTE    ] LKQ: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:47.777085] [DEBUG] [LOCAL     ] Loaded configuration for LKQ: 8 features, N/A% accuracy
[2025-12-04T20:56:47.777142] [INFO ] [LOCAL     ] LKQ: Loaded 8 optimal features with 57.66% confidence from JSON config
[2025-12-04T20:56:47.777175] [DEBUG] [MAG       ] Building data for symbol: LKQ with lookback: 0
[2025-12-04T20:56:47.778107] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-04T20:56:47.778172] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:47.780625] [DEBUG] [REMOTE    ] PEG: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:47.781518] [DEBUG] [LOCAL     ] Loaded configuration for PEG: 4 features, N/A% accuracy
[2025-12-04T20:56:47.781593] [INFO ] [LOCAL     ] PEG: Loaded 4 optimal features with 58.50% confidence from JSON config
[2025-12-04T20:56:47.781628] [DEBUG] [MAG       ] Building data for symbol: PEG with lookback: 0
[2025-12-04T20:56:47.782438] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:56:47.782496] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:47.783425] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:47.785298] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:56:47.785832] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:56:47.786269] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:47.786694] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:56:47.787443] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:56:47.787612] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:56:47.790046] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-04T20:56:47.790866] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-04T20:56:47.793648] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:47.790026] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:56:47.825714] [INFO ] [LOCAL     ] PRAA: Saved forecast.
[2025-12-04T20:56:47.825785] [INFO ] [main      ] PRAA: Signal=1 (Conf=90.0%), Magnitude=2.80% (Conf=60.8799%)
[2025-12-04T20:56:47.825953] [INFO ] [main      ] Fetching symbol history for ABSI...
[2025-12-04T20:56:47.825995] [DEBUG] [REMOTE    ] ABSI: Fetching historical data.
[2025-12-04T20:56:47.827669] [INFO ] [main      ] Progress: 226/970 forecasts completed (23.3%). PRAA finished in 0.6s. ETA: 2m 6s. Rate: 355.57 forecasts/min
[2025-12-04T20:56:47.836180] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:47.838300] [DEBUG] [REMOTE    ] ABSI: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:47.839256] [DEBUG] [LOCAL     ] Loaded configuration for ABSI: 7 features, N/A% accuracy
[2025-12-04T20:56:47.839307] [INFO ] [LOCAL     ] ABSI: Loaded 7 optimal features with 48.33% confidence from JSON config
[2025-12-04T20:56:47.839338] [DEBUG] [MAG       ] Building data for symbol: ABSI with lookback: 0
[2025-12-04T20:56:47.840169] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-04T20:56:47.840249] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:47.844984] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:56:47.845786] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-04T20:56:47.848340] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-04T20:56:47.849552] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-04T20:56:47.850247] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-04T20:56:47.865160] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-04T20:56:47.866141] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:47.899964] [DEBUG] [MAG       ] SBI: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:47.972120] [INFO ] [LOCAL     ] SBI: Saved forecast.
[2025-12-04T20:56:47.972207] [INFO ] [main      ] SBI: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=16.1575%)
[2025-12-04T20:56:47.972710] [INFO ] [main      ] Fetching symbol history for VCSH...
[2025-12-04T20:56:47.972766] [DEBUG] [REMOTE    ] VCSH: Fetching historical data.
[2025-12-04T20:56:47.973684] [INFO ] [main      ] Progress: 227/970 forecasts completed (23.4%). SBI finished in 0.9s. ETA: 2m 5s. Rate: 355.79 forecasts/min
[2025-12-04T20:56:47.987733] [DEBUG] [REMOTE    ] VCSH: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:47.989188] [DEBUG] [LOCAL     ] Loaded configuration for VCSH: 5 features, N/A% accuracy
[2025-12-04T20:56:47.989242] [INFO ] [LOCAL     ] VCSH: Loaded 5 optimal features with 54.94% confidence from JSON config
[2025-12-04T20:56:47.989273] [DEBUG] [MAG       ] Building data for symbol: VCSH with lookback: 0
[2025-12-04T20:56:47.990202] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:56:47.990263] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:47.995328] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:47.997216] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:56:47.997753] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:47.998142] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:56:47.999015] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:48.142116] [DEBUG] [MAG       ] PEG: Last date is validated at 2025-12-04
[2025-12-04T20:56:48.178936] [DEBUG] [MAG       ] LKQ: Last date is validated at 2025-12-04
[2025-12-04T20:56:48.206179] [DEBUG] [MAG       ] ABSI: Last date is validated at 2025-12-04
[2025-12-04T20:56:48.318738] [DEBUG] [MAG       ] PEG: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:48.349460] [DEBUG] [MAG       ] LKQ: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:48.351969] [DEBUG] [MAG       ] VCSH: Last date is validated at 2025-12-04
[2025-12-04T20:56:48.376030] [DEBUG] [MAG       ] ABSI: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:48.415789] [INFO ] [LOCAL     ] PEG: Saved forecast.
[2025-12-04T20:56:48.415857] [INFO ] [main      ] PEG: Signal=1 (Conf=90.0%), Magnitude=0.82% (Conf=58.5019%)
[2025-12-04T20:56:48.416184] [INFO ] [main      ] Fetching symbol history for FNKO...
[2025-12-04T20:56:48.416233] [DEBUG] [REMOTE    ] FNKO: Fetching historical data.
[2025-12-04T20:56:48.417082] [INFO ] [main      ] Progress: 228/970 forecasts completed (23.5%). PEG finished in 0.6s. ETA: 2m 6s. Rate: 353.26 forecasts/min
[2025-12-04T20:56:48.429120] [DEBUG] [REMOTE    ] FNKO: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:48.430022] [DEBUG] [LOCAL     ] Loaded configuration for FNKO: 4 features, N/A% accuracy
[2025-12-04T20:56:48.430074] [INFO ] [LOCAL     ] FNKO: Loaded 4 optimal features with 51.74% confidence from JSON config
[2025-12-04T20:56:48.430106] [DEBUG] [MAG       ] Building data for symbol: FNKO with lookback: 0
[2025-12-04T20:56:48.430964] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:56:48.431025] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:56:48.444330] [INFO ] [LOCAL     ] LKQ: Saved forecast.
[2025-12-04T20:56:48.444411] [INFO ] [main      ] LKQ: Signal=1 (Conf=90.0%), Magnitude=0.49% (Conf=57.6575%)
[2025-12-04T20:56:48.444873] [INFO ] [main      ] Fetching symbol history for SEZL...
[2025-12-04T20:56:48.444924] [DEBUG] [REMOTE    ] SEZL: Fetching historical data.
[2025-12-04T20:56:48.445681] [INFO ] [main      ] Progress: 229/970 forecasts completed (23.6%). LKQ finished in 0.7s. ETA: 2m 5s. Rate: 354.55 forecasts/min
[2025-12-04T20:56:48.447624] [INFO ] [LOCAL     ] ABSI: Saved forecast.
[2025-12-04T20:56:48.447702] [INFO ] [main      ] ABSI: Signal=1 (Conf=90.0%), Magnitude=28.00% (Conf=48.3267%)
[2025-12-04T20:56:48.448186] [INFO ] [main      ] Fetching symbol history for PUBM...
[2025-12-04T20:56:48.448269] [DEBUG] [REMOTE    ] PUBM: Fetching historical data.
[2025-12-04T20:56:48.448620] [INFO ] [main      ] Progress: 230/970 forecasts completed (23.7%). ABSI finished in 0.6s. ETA: 2m 5s. Rate: 356.07 forecasts/min
[2025-12-04T20:56:48.458110] [DEBUG] [REMOTE    ] SEZL: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:48.459432] [DEBUG] [LOCAL     ] Loaded configuration for SEZL: 5 features, N/A% accuracy
[2025-12-04T20:56:48.459487] [INFO ] [LOCAL     ] SEZL: Loaded 5 optimal features with 54.67% confidence from JSON config
[2025-12-04T20:56:48.459518] [DEBUG] [MAG       ] Building data for symbol: SEZL with lookback: 0
[2025-12-04T20:56:48.459903] [DEBUG] [REMOTE    ] PUBM: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:48.460420] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:56:48.460482] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:48.460997] [DEBUG] [LOCAL     ] Loaded configuration for PUBM: 4 features, N/A% accuracy
[2025-12-04T20:56:48.461050] [INFO ] [LOCAL     ] PUBM: Loaded 4 optimal features with 44.14% confidence from JSON config
[2025-12-04T20:56:48.461080] [DEBUG] [MAG       ] Building data for symbol: PUBM with lookback: 0
[2025-12-04T20:56:48.461907] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:56:48.462284] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:48.464046] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:56:48.462231] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:56:48.464554] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:48.464987] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-04T20:56:48.465006] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:56:48.538792] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-04T20:56:48.540837] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-04T20:56:48.541140] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-04T20:56:48.542176] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-04T20:56:48.542841] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-04T20:56:48.543638] [DEBUG] [MAG       ] VCSH: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:48.545071] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:48.546811] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:48.577257] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:48.613941] [INFO ] [LOCAL     ] VCSH: Saved forecast.
[2025-12-04T20:56:48.614046] [INFO ] [main      ] VCSH: Signal=1 (Conf=90.0%), Magnitude=-0.02% (Conf=54.9399%)
[2025-12-04T20:56:48.614842] [INFO ] [main      ] Fetching symbol history for NFBK...
[2025-12-04T20:56:48.614903] [DEBUG] [REMOTE    ] NFBK: Fetching historical data.
[2025-12-04T20:56:48.615680] [INFO ] [main      ] Progress: 231/970 forecasts completed (23.8%). VCSH finished in 0.6s. ETA: 2m 5s. Rate: 356.08 forecasts/min
[2025-12-04T20:56:48.632663] [DEBUG] [REMOTE    ] NFBK: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:48.634057] [DEBUG] [LOCAL     ] Loaded configuration for NFBK: 4 features, N/A% accuracy
[2025-12-04T20:56:48.634162] [INFO ] [LOCAL     ] NFBK: Loaded 4 optimal features with 58.27% confidence from JSON config
[2025-12-04T20:56:48.634204] [DEBUG] [MAG       ] Building data for symbol: NFBK with lookback: 0
[2025-12-04T20:56:48.635839] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:56:48.635926] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:48.638252] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:56:48.639309] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:48.639858] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-04T20:56:48.640665] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:48.888388] [DEBUG] [MAG       ] SEZL: Last date is validated at 2025-12-04
[2025-12-04T20:56:48.895556] [DEBUG] [MAG       ] FNKO: Last date is validated at 2025-12-04
[2025-12-04T20:56:48.960642] [DEBUG] [MAG       ] PUBM: Last date is validated at 2025-12-04
[2025-12-04T20:56:49.015246] [DEBUG] [MAG       ] NFBK: Last date is validated at 2025-12-04
[2025-12-04T20:56:49.056442] [DEBUG] [MAG       ] SEZL: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:49.064426] [DEBUG] [MAG       ] FNKO: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:49.130797] [INFO ] [LOCAL     ] FNKO: Saved forecast.
[2025-12-04T20:56:49.130867] [INFO ] [main      ] FNKO: Signal=1 (Conf=90.0%), Magnitude=1.76% (Conf=51.7373%)
[2025-12-04T20:56:49.131029] [INFO ] [main      ] Fetching symbol history for HOMB...
[2025-12-04T20:56:49.131073] [DEBUG] [REMOTE    ] HOMB: Fetching historical data.
[2025-12-04T20:56:49.132839] [INFO ] [main      ] Progress: 232/970 forecasts completed (23.9%). FNKO finished in 0.7s. ETA: 2m 5s. Rate: 352.94 forecasts/min
[2025-12-04T20:56:49.136941] [DEBUG] [MAG       ] PUBM: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:49.143240] [DEBUG] [REMOTE    ] HOMB: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:49.145675] [DEBUG] [LOCAL     ] Loaded configuration for HOMB: 10 features, N/A% accuracy
[2025-12-04T20:56:49.145806] [INFO ] [LOCAL     ] HOMB: Loaded 10 optimal features with 56.09% confidence from JSON config
[2025-12-04T20:56:49.145847] [DEBUG] [MAG       ] Building data for symbol: HOMB with lookback: 0
[2025-12-04T20:56:49.147046] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-04T20:56:49.147112] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:56:49.147888] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:56:49.194100] [DEBUG] [MAG       ] NFBK: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:49.207686] [INFO ] [LOCAL     ] SEZL: Saved forecast.
[2025-12-04T20:56:49.207765] [INFO ] [main      ] SEZL: Signal=1 (Conf=90.0%), Magnitude=19.01% (Conf=54.6681%)
[2025-12-04T20:56:49.208152] [INFO ] [main      ] Fetching symbol history for KRNY...
[2025-12-04T20:56:49.208204] [DEBUG] [REMOTE    ] KRNY: Fetching historical data.
[2025-12-04T20:56:49.208668] [INFO ] [main      ] Progress: 233/970 forecasts completed (24.0%). SEZL finished in 0.8s. ETA: 2m 5s. Rate: 353.78 forecasts/min
[2025-12-04T20:56:49.211101] [INFO ] [LOCAL     ] PUBM: Saved forecast.
[2025-12-04T20:56:49.211191] [INFO ] [main      ] PUBM: Signal=1 (Conf=90.0%), Magnitude=4.30% (Conf=44.1431%)
[2025-12-04T20:56:49.211669] [INFO ] [main      ] Fetching symbol history for GE...
[2025-12-04T20:56:49.211722] [DEBUG] [REMOTE    ] GE: Fetching historical data.
[2025-12-04T20:56:49.212751] [INFO ] [main      ] Progress: 234/970 forecasts completed (24.1%). PUBM finished in 0.8s. ETA: 2m 4s. Rate: 355.26 forecasts/min
[2025-12-04T20:56:49.221043] [DEBUG] [REMOTE    ] KRNY: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:49.222627] [DEBUG] [LOCAL     ] Loaded configuration for KRNY: 2 features, N/A% accuracy
[2025-12-04T20:56:49.222685] [INFO ] [LOCAL     ] KRNY: Loaded 2 optimal features with 60.95% confidence from JSON config
[2025-12-04T20:56:49.222716] [DEBUG] [MAG       ] Building data for symbol: KRNY with lookback: 0
[2025-12-04T20:56:49.223818] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:56:49.223876] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:49.225598] [DEBUG] [REMOTE    ] GE: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:49.226460] [DEBUG] [LOCAL     ] Loaded configuration for GE: 9 features, N/A% accuracy
[2025-12-04T20:56:49.226511] [INFO ] [LOCAL     ] GE: Loaded 9 optimal features with 53.70% confidence from JSON config
[2025-12-04T20:56:49.226541] [DEBUG] [MAG       ] Building data for symbol: GE with lookback: 0
[2025-12-04T20:56:49.227381] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-04T20:56:49.227443] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:49.228863] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-04T20:56:49.230494] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:49.232398] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:49.234231] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:56:49.234754] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:56:49.235201] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:49.235660] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:56:49.237313] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-04T20:56:49.240127] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-12-04T20:56:49.241174] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-04T20:56:49.242508] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:49.259684] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:56:49.259979] [INFO ] [LOCAL     ] NFBK: Saved forecast.
[2025-12-04T20:56:49.260068] [INFO ] [main      ] NFBK: Signal=1 (Conf=90.0%), Magnitude=0.03% (Conf=58.2656%)
[2025-12-04T20:56:49.260553] [INFO ] [main      ] Fetching symbol history for ATOM...
[2025-12-04T20:56:49.260622] [DEBUG] [REMOTE    ] ATOM: Fetching historical data.
[2025-12-04T20:56:49.260688] [INFO ] [main      ] Progress: 235/970 forecasts completed (24.2%). NFBK finished in 0.6s. ETA: 2m 4s. Rate: 356.34 forecasts/min
[2025-12-04T20:56:49.261748] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-04T20:56:49.262993] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-04T20:56:49.264260] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:49.266055] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:56:49.266538] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:56:49.267647] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-04T20:56:49.269702] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-04T20:56:49.271463] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:49.274502] [DEBUG] [REMOTE    ] ATOM: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:49.275745] [DEBUG] [LOCAL     ] Loaded configuration for ATOM: 8 features, N/A% accuracy
[2025-12-04T20:56:49.275803] [INFO ] [LOCAL     ] ATOM: Loaded 8 optimal features with 58.80% confidence from JSON config
[2025-12-04T20:56:49.276201] [DEBUG] [MAG       ] Building data for symbol: ATOM with lookback: 0
[2025-12-04T20:56:49.277127] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-04T20:56:49.277192] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:49.282278] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:49.284260] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:56:49.284824] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:56:49.325348] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:56:49.326938] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:56:49.328808] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:56:49.329858] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:56:49.330525] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:49.574821] [DEBUG] [MAG       ] KRNY: Last date is validated at 2025-12-04
[2025-12-04T20:56:49.589401] [DEBUG] [MAG       ] GE: Last date is validated at 2025-12-04
[2025-12-04T20:56:49.613720] [DEBUG] [MAG       ] HOMB: Last date is validated at 2025-12-04
[2025-12-04T20:56:49.685167] [DEBUG] [MAG       ] ATOM: Last date is validated at 2025-12-04
[2025-12-04T20:56:49.743153] [DEBUG] [MAG       ] KRNY: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:49.755401] [DEBUG] [MAG       ] GE: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:49.785943] [DEBUG] [MAG       ] HOMB: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:49.806031] [INFO ] [LOCAL     ] KRNY: Saved forecast.
[2025-12-04T20:56:49.806122] [INFO ] [main      ] KRNY: Signal=1 (Conf=90.0%), Magnitude=1.83% (Conf=60.9547%)
[2025-12-04T20:56:49.806700] [INFO ] [main      ] Progress: 236/970 forecasts completed (24.3%). KRNY finished in 0.6s. ETA: 2m 5s. Rate: 352.99 forecasts/min
[2025-12-04T20:56:49.806853] [INFO ] [main      ] Fetching symbol history for SUNS...
[2025-12-04T20:56:49.806897] [DEBUG] [REMOTE    ] SUNS: Fetching historical data.
[2025-12-04T20:56:49.820191] [DEBUG] [REMOTE    ] SUNS: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:49.821450] [DEBUG] [LOCAL     ] Loaded configuration for SUNS: 3 features, N/A% accuracy
[2025-12-04T20:56:49.821502] [INFO ] [LOCAL     ] SUNS: Loaded 3 optimal features with 62.93% confidence from JSON config
[2025-12-04T20:56:49.821534] [DEBUG] [MAG       ] Building data for symbol: SUNS with lookback: 0
[2025-12-04T20:56:49.822419] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:56:49.822477] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:49.827319] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:56:49.828160] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-04T20:56:49.828765] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:49.861501] [DEBUG] [MAG       ] ATOM: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:49.866904] [INFO ] [LOCAL     ] HOMB: Saved forecast.
[2025-12-04T20:56:49.866974] [INFO ] [main      ] HOMB: Signal=1 (Conf=90.0%), Magnitude=0.14% (Conf=56.0922%)
[2025-12-04T20:56:49.867137] [INFO ] [main      ] Fetching symbol history for FTXG...
[2025-12-04T20:56:49.867181] [DEBUG] [REMOTE    ] FTXG: Fetching historical data.
[2025-12-04T20:56:49.869829] [INFO ] [main      ] Progress: 237/970 forecasts completed (24.4%). HOMB finished in 0.7s. ETA: 2m 4s. Rate: 353.93 forecasts/min
[2025-12-04T20:56:49.879341] [DEBUG] [REMOTE    ] FTXG: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:49.880357] [DEBUG] [LOCAL     ] Loaded configuration for FTXG: 7 features, N/A% accuracy
[2025-12-04T20:56:49.880407] [INFO ] [LOCAL     ] FTXG: Loaded 7 optimal features with 52.72% confidence from JSON config
[2025-12-04T20:56:49.880438] [DEBUG] [MAG       ] Building data for symbol: FTXG with lookback: 0
[2025-12-04T20:56:49.881305] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-04T20:56:49.881369] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:49.886198] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:49.888326] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:56:49.889444] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:49.889955] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-04T20:56:49.891208] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-04T20:56:49.892169] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-04T20:56:49.892834] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:49.957344] [INFO ] [LOCAL     ] ATOM: Saved forecast.
[2025-12-04T20:56:49.957426] [INFO ] [main      ] ATOM: Signal=1 (Conf=90.0%), Magnitude=6.04% (Conf=58.8046%)
[2025-12-04T20:56:49.957916] [INFO ] [main      ] Fetching symbol history for WBX...
[2025-12-04T20:56:49.957973] [DEBUG] [REMOTE    ] WBX: Fetching historical data.
[2025-12-04T20:56:49.958692] [INFO ] [main      ] Progress: 238/970 forecasts completed (24.5%). ATOM finished in 0.7s. ETA: 2m 4s. Rate: 354.64 forecasts/min
[2025-12-04T20:56:49.973646] [DEBUG] [REMOTE    ] WBX: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:49.974927] [DEBUG] [LOCAL     ] Loaded configuration for WBX: 2 features, N/A% accuracy
[2025-12-04T20:56:49.974984] [INFO ] [LOCAL     ] WBX: Loaded 2 optimal features with 65.89% confidence from JSON config
[2025-12-04T20:56:49.975017] [DEBUG] [MAG       ] Building data for symbol: WBX with lookback: 0
[2025-12-04T20:56:49.975983] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:56:49.976059] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:49.981333] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-04T20:56:49.982160] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:50.057335] [INFO ] [LOCAL     ] GE: Saved forecast.
[2025-12-04T20:56:50.057401] [INFO ] [main      ] GE: Signal=1 (Conf=90.0%), Magnitude=-1.31% (Conf=53.7006%)
[2025-12-04T20:56:50.057774] [INFO ] [main      ] Fetching symbol history for NABL...
[2025-12-04T20:56:50.057824] [DEBUG] [REMOTE    ] NABL: Fetching historical data.
[2025-12-04T20:56:50.058646] [INFO ] [main      ] Progress: 239/970 forecasts completed (24.6%). GE finished in 0.8s. ETA: 2m 3s. Rate: 355.25 forecasts/min
[2025-12-04T20:56:50.069976] [DEBUG] [REMOTE    ] NABL: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:50.070933] [DEBUG] [LOCAL     ] Loaded configuration for NABL: 6 features, N/A% accuracy
[2025-12-04T20:56:50.070989] [INFO ] [LOCAL     ] NABL: Loaded 6 optimal features with 50.17% confidence from JSON config
[2025-12-04T20:56:50.071021] [DEBUG] [MAG       ] Building data for symbol: NABL with lookback: 0
[2025-12-04T20:56:50.071851] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:56:50.071922] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:50.073622] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:56:50.074130] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:50.074514] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-04T20:56:50.129611] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:56:50.130908] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-04T20:56:50.131627] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:50.183334] [DEBUG] [MAG       ] SUNS: Last date is validated at 2025-12-04
[2025-12-04T20:56:50.250319] [DEBUG] [MAG       ] FTXG: Last date is validated at 2025-12-04
[2025-12-04T20:56:50.331622] [DEBUG] [MAG       ] WBX: Last date is validated at 2025-12-04
[2025-12-04T20:56:50.355808] [DEBUG] [MAG       ] SUNS: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:50.419862] [DEBUG] [MAG       ] FTXG: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:50.423843] [INFO ] [LOCAL     ] SUNS: Saved forecast.
[2025-12-04T20:56:50.423933] [INFO ] [main      ] SUNS: Signal=1 (Conf=90.0%), Magnitude=0.92% (Conf=62.9295%)
[2025-12-04T20:56:50.424142] [INFO ] [main      ] Fetching symbol history for CNSP...
[2025-12-04T20:56:50.424190] [DEBUG] [REMOTE    ] CNSP: Fetching historical data.
[2025-12-04T20:56:50.425824] [INFO ] [main      ] Progress: 240/970 forecasts completed (24.7%). SUNS finished in 0.6s. ETA: 2m 4s. Rate: 353.52 forecasts/min
[2025-12-04T20:56:50.437040] [DEBUG] [REMOTE    ] CNSP: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:50.438199] [DEBUG] [LOCAL     ] Loaded configuration for CNSP: 4 features, N/A% accuracy
[2025-12-04T20:56:50.438270] [INFO ] [LOCAL     ] CNSP: Loaded 4 optimal features with 29.76% confidence from JSON config
[2025-12-04T20:56:50.438302] [DEBUG] [MAG       ] Building data for symbol: CNSP with lookback: 0
[2025-12-04T20:56:50.439294] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:56:50.439365] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:50.444950] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:56:50.446030] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-04T20:56:50.447234] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-04T20:56:50.448654] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:50.470621] [DEBUG] [MAG       ] NABL: Last date is validated at 2025-12-04
[2025-12-04T20:56:50.484942] [INFO ] [LOCAL     ] FTXG: Saved forecast.
[2025-12-04T20:56:50.485012] [INFO ] [main      ] FTXG: Signal=1 (Conf=90.0%), Magnitude=0.63% (Conf=52.7169%)
[2025-12-04T20:56:50.485392] [INFO ] [main      ] Fetching symbol history for TSDD...
[2025-12-04T20:56:50.485441] [DEBUG] [REMOTE    ] TSDD: Fetching historical data.
[2025-12-04T20:56:50.485641] [INFO ] [main      ] Progress: 241/970 forecasts completed (24.8%). FTXG finished in 0.6s. ETA: 2m 3s. Rate: 354.47 forecasts/min
[2025-12-04T20:56:50.497151] [DEBUG] [REMOTE    ] TSDD: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:50.498190] [DEBUG] [LOCAL     ] Loaded configuration for TSDD: 6 features, N/A% accuracy
[2025-12-04T20:56:50.498298] [INFO ] [LOCAL     ] TSDD: Loaded 6 optimal features with 58.58% confidence from JSON config
[2025-12-04T20:56:50.498332] [DEBUG] [MAG       ] Building data for symbol: TSDD with lookback: 0
[2025-12-04T20:56:50.499171] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:56:50.499243] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:50.504041] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:50.505892] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:56:50.506391] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:50.506793] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:56:50.507450] [DEBUG] [MAG       ] WBX: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:50.509157] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-04T20:56:50.513014] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:50.584526] [INFO ] [LOCAL     ] WBX: Saved forecast.
[2025-12-04T20:56:50.584635] [INFO ] [main      ] WBX: Signal=1 (Conf=90.0%), Magnitude=12.92% (Conf=65.8947%)
[2025-12-04T20:56:50.585120] [INFO ] [main      ] Fetching symbol history for NLOP...
[2025-12-04T20:56:50.585174] [DEBUG] [REMOTE    ] NLOP: Fetching historical data.
[2025-12-04T20:56:50.585803] [INFO ] [main      ] Progress: 242/970 forecasts completed (24.9%). WBX finished in 0.6s. ETA: 2m 3s. Rate: 355.07 forecasts/min
[2025-12-04T20:56:50.599163] [DEBUG] [REMOTE    ] NLOP: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:50.600390] [DEBUG] [LOCAL     ] Loaded configuration for NLOP: 6 features, N/A% accuracy
[2025-12-04T20:56:50.600449] [INFO ] [LOCAL     ] NLOP: Loaded 6 optimal features with 51.76% confidence from JSON config
[2025-12-04T20:56:50.600482] [DEBUG] [MAG       ] Building data for symbol: NLOP with lookback: 0
[2025-12-04T20:56:50.601427] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:56:50.601490] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:50.604266] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:56:50.605066] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:50.605484] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:56:50.606332] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:56:50.607240] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-04T20:56:50.638039] [DEBUG] [MAG       ] NABL: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:50.681492] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:50.702590] [INFO ] [LOCAL     ] NABL: Saved forecast.
[2025-12-04T20:56:50.702663] [INFO ] [main      ] NABL: Signal=1 (Conf=90.0%), Magnitude=4.28% (Conf=50.1663%)
[2025-12-04T20:56:50.702990] [INFO ] [main      ] Fetching symbol history for SHY...
[2025-12-04T20:56:50.703042] [DEBUG] [REMOTE    ] SHY: Fetching historical data.
[2025-12-04T20:56:50.703998] [INFO ] [main      ] Progress: 243/970 forecasts completed (25.1%). NABL finished in 0.6s. ETA: 2m 3s. Rate: 355.51 forecasts/min
[2025-12-04T20:56:50.714976] [DEBUG] [REMOTE    ] SHY: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:50.716083] [DEBUG] [LOCAL     ] Loaded configuration for SHY: 9 features, N/A% accuracy
[2025-12-04T20:56:50.716135] [INFO ] [LOCAL     ] SHY: Loaded 9 optimal features with 44.87% confidence from JSON config
[2025-12-04T20:56:50.716167] [DEBUG] [MAG       ] Building data for symbol: SHY with lookback: 0
[2025-12-04T20:56:50.717036] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-04T20:56:50.717099] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:50.718913] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:56:50.719431] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-04T20:56:50.720542] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-04T20:56:50.725260] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:56:50.726416] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-04T20:56:50.727118] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-04T20:56:50.727860] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:56:50.729343] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-04T20:56:50.731629] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:50.800120] [DEBUG] [MAG       ] CNSP: Last date is validated at 2025-12-04
[2025-12-04T20:56:50.860362] [DEBUG] [MAG       ] TSDD: Last date is validated at 2025-12-04
[2025-12-04T20:56:50.984096] [DEBUG] [MAG       ] CNSP: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:51.028478] [DEBUG] [MAG       ] TSDD: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:51.057731] [DEBUG] [MAG       ] NLOP: Last date is validated at 2025-12-04
[2025-12-04T20:56:51.093704] [DEBUG] [MAG       ] SHY: Last date is validated at 2025-12-04
[2025-12-04T20:56:51.170559] [INFO ] [LOCAL     ] CNSP: Saved forecast.
[2025-12-04T20:56:51.170658] [INFO ] [main      ] CNSP: Signal=1 (Conf=90.0%), Magnitude=-37.63% (Conf=29.7596%)
[2025-12-04T20:56:51.171068] [INFO ] [main      ] Fetching symbol history for WBTN...
[2025-12-04T20:56:51.171116] [DEBUG] [REMOTE    ] WBTN: Fetching historical data.
[2025-12-04T20:56:51.171687] [INFO ] [main      ] Progress: 244/970 forecasts completed (25.2%). CNSP finished in 0.7s. ETA: 2m 3s. Rate: 352.95 forecasts/min
[2025-12-04T20:56:51.184462] [DEBUG] [REMOTE    ] WBTN: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:51.186034] [DEBUG] [LOCAL     ] Loaded configuration for WBTN: 3 features, N/A% accuracy
[2025-12-04T20:56:51.186092] [INFO ] [LOCAL     ] WBTN: Loaded 3 optimal features with 36.33% confidence from JSON config
[2025-12-04T20:56:51.186125] [DEBUG] [MAG       ] Building data for symbol: WBTN with lookback: 0
[2025-12-04T20:56:51.187008] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:56:51.187072] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:51.191866] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:56:51.192767] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:56:51.197374] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:51.214899] [INFO ] [LOCAL     ] TSDD: Saved forecast.
[2025-12-04T20:56:51.214971] [INFO ] [main      ] TSDD: Signal=1 (Conf=90.0%), Magnitude=-1.22% (Conf=58.5843%)
[2025-12-04T20:56:51.215132] [INFO ] [main      ] Fetching symbol history for TM...
[2025-12-04T20:56:51.215173] [DEBUG] [REMOTE    ] TM: Fetching historical data.
[2025-12-04T20:56:51.216707] [INFO ] [main      ] Progress: 245/970 forecasts completed (25.3%). TSDD finished in 0.7s. ETA: 2m 3s. Rate: 354.01 forecasts/min
[2025-12-04T20:56:51.227395] [DEBUG] [REMOTE    ] TM: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:51.228646] [DEBUG] [LOCAL     ] Loaded configuration for TM: 3 features, N/A% accuracy
[2025-12-04T20:56:51.228697] [INFO ] [LOCAL     ] TM: Loaded 3 optimal features with 57.20% confidence from JSON config
[2025-12-04T20:56:51.228728] [DEBUG] [MAG       ] Building data for symbol: TM with lookback: 0
[2025-12-04T20:56:51.229513] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:56:51.229587] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:51.234270] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:56:51.235223] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:56:51.238211] [DEBUG] [MAG       ] NLOP: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:51.259547] [DEBUG] [MAG       ] SHY: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:51.318415] [INFO ] [LOCAL     ] NLOP: Saved forecast.
[2025-12-04T20:56:51.318508] [INFO ] [main      ] NLOP: Signal=1 (Conf=90.0%), Magnitude=-0.49% (Conf=51.7626%)
[2025-12-04T20:56:51.319006] [INFO ] [main      ] Fetching symbol history for ESTC...
[2025-12-04T20:56:51.319100] [DEBUG] [REMOTE    ] ESTC: Fetching historical data.
[2025-12-04T20:56:51.319687] [INFO ] [main      ] Progress: 246/970 forecasts completed (25.4%). NLOP finished in 0.7s. ETA: 2m 3s. Rate: 354.57 forecasts/min
[2025-12-04T20:56:51.321154] [INFO ] [LOCAL     ] SHY: Saved forecast.
[2025-12-04T20:56:51.321218] [INFO ] [main      ] SHY: Signal=1 (Conf=90.0%), Magnitude=-0.00% (Conf=44.8688%)
[2025-12-04T20:56:51.321388] [INFO ] [main      ] Fetching symbol history for VEEE...
[2025-12-04T20:56:51.321431] [DEBUG] [REMOTE    ] VEEE: Fetching historical data.
[2025-12-04T20:56:51.322544] [INFO ] [main      ] Progress: 247/970 forecasts completed (25.5%). SHY finished in 0.6s. ETA: 2m 2s. Rate: 355.99 forecasts/min
[2025-12-04T20:56:51.334291] [DEBUG] [REMOTE    ] ESTC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:51.334653] [DEBUG] [REMOTE    ] VEEE: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:51.336656] [DEBUG] [LOCAL     ] Loaded configuration for VEEE: 5 features, N/A% accuracy
[2025-12-04T20:56:51.336709] [INFO ] [LOCAL     ] VEEE: Loaded 5 optimal features with 59.60% confidence from JSON config
[2025-12-04T20:56:51.336742] [DEBUG] [MAG       ] Building data for symbol: VEEE with lookback: 0
[2025-12-04T20:56:51.337544] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:56:51.337630] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:56:51.337658] [DEBUG] [LOCAL     ] Loaded configuration for ESTC: 10 features, N/A% accuracy
[2025-12-04T20:56:51.337722] [INFO ] [LOCAL     ] ESTC: Loaded 10 optimal features with 50.43% confidence from JSON config
[2025-12-04T20:56:51.337756] [DEBUG] [MAG       ] Building data for symbol: ESTC with lookback: 0
[2025-12-04T20:56:51.338763] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-04T20:56:51.338841] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:51.340185] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-04T20:56:51.341161] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:51.343908] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:51.345818] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:56:51.346345] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:51.346766] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:56:51.420189] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-04T20:56:51.422146] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-04T20:56:51.422855] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-04T20:56:51.426001] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:51.461193] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-04T20:56:51.462868] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-04T20:56:51.465216] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:56:51.465743] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:56:51.466908] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-04T20:56:51.468952] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:51.546780] [DEBUG] [MAG       ] WBTN: Last date is validated at 2025-12-04
[2025-12-04T20:56:51.672611] [DEBUG] [MAG       ] TM: Last date is validated at 2025-12-04
[2025-12-04T20:56:51.715485] [DEBUG] [MAG       ] WBTN: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:51.767216] [DEBUG] [MAG       ] VEEE: Last date is validated at 2025-12-04
[2025-12-04T20:56:51.803935] [INFO ] [LOCAL     ] WBTN: Saved forecast.
[2025-12-04T20:56:51.804024] [INFO ] [main      ] WBTN: Signal=1 (Conf=90.0%), Magnitude=3.76% (Conf=36.3287%)
[2025-12-04T20:56:51.804521] [INFO ] [main      ] Fetching symbol history for STK...
[2025-12-04T20:56:51.804590] [DEBUG] [REMOTE    ] STK: Fetching historical data.
[2025-12-04T20:56:51.804675] [INFO ] [main      ] Progress: 248/970 forecasts completed (25.6%). WBTN finished in 0.6s. ETA: 2m 3s. Rate: 353.34 forecasts/min
[2025-12-04T20:56:51.817808] [DEBUG] [REMOTE    ] STK: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:51.818990] [DEBUG] [LOCAL     ] Loaded configuration for STK: 5 features, N/A% accuracy
[2025-12-04T20:56:51.819048] [INFO ] [LOCAL     ] STK: Loaded 5 optimal features with 54.49% confidence from JSON config
[2025-12-04T20:56:51.819079] [DEBUG] [MAG       ] Building data for symbol: STK with lookback: 0
[2025-12-04T20:56:51.819956] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:56:51.820016] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:51.825071] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:51.826355] [DEBUG] [MAG       ] ESTC: Last date is validated at 2025-12-04
[2025-12-04T20:56:51.827012] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:56:51.827560] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:56:51.839291] [DEBUG] [MAG       ] TM: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:51.866490] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-04T20:56:51.867908] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:51.936104] [DEBUG] [MAG       ] VEEE: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:51.955060] [INFO ] [LOCAL     ] TM: Saved forecast.
[2025-12-04T20:56:51.955126] [INFO ] [main      ] TM: Signal=1 (Conf=90.0%), Magnitude=3.54% (Conf=57.2026%)
[2025-12-04T20:56:51.955291] [INFO ] [main      ] Fetching symbol history for UMC...
[2025-12-04T20:56:51.955332] [DEBUG] [REMOTE    ] UMC: Fetching historical data.
[2025-12-04T20:56:51.956178] [INFO ] [main      ] Progress: 249/970 forecasts completed (25.7%). TM finished in 0.7s. ETA: 2m 2s. Rate: 353.49 forecasts/min
[2025-12-04T20:56:51.970546] [DEBUG] [REMOTE    ] UMC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:51.971882] [DEBUG] [LOCAL     ] Loaded configuration for UMC: 8 features, N/A% accuracy
[2025-12-04T20:56:51.971941] [INFO ] [LOCAL     ] UMC: Loaded 8 optimal features with 62.62% confidence from JSON config
[2025-12-04T20:56:51.971973] [DEBUG] [MAG       ] Building data for symbol: UMC with lookback: 0
[2025-12-04T20:56:51.972903] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-04T20:56:51.972964] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:51.974726] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:56:51.975269] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:56:51.977709] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-04T20:56:51.978722] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-04T20:56:51.983061] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-04T20:56:51.984443] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-04T20:56:51.986131] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-04T20:56:51.992012] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:51.995988] [DEBUG] [MAG       ] ESTC: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:52.011387] [INFO ] [LOCAL     ] VEEE: Saved forecast.
[2025-12-04T20:56:52.011459] [INFO ] [main      ] VEEE: Signal=1 (Conf=90.0%), Magnitude=2.07% (Conf=59.5977%)
[2025-12-04T20:56:52.011645] [INFO ] [main      ] Fetching symbol history for ACM...
[2025-12-04T20:56:52.011690] [DEBUG] [REMOTE    ] ACM: Fetching historical data.
[2025-12-04T20:56:52.013222] [INFO ] [main      ] Progress: 250/970 forecasts completed (25.8%). VEEE finished in 0.7s. ETA: 2m 2s. Rate: 354.43 forecasts/min
[2025-12-04T20:56:52.025094] [DEBUG] [REMOTE    ] ACM: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:52.026199] [DEBUG] [LOCAL     ] Loaded configuration for ACM: 3 features, N/A% accuracy
[2025-12-04T20:56:52.026248] [INFO ] [LOCAL     ] ACM: Loaded 3 optimal features with 67.66% confidence from JSON config
[2025-12-04T20:56:52.026279] [DEBUG] [MAG       ] Building data for symbol: ACM with lookback: 0
[2025-12-04T20:56:52.027097] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:56:52.027154] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:52.028873] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:56:52.029379] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:52.029780] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:52.134440] [INFO ] [LOCAL     ] ESTC: Saved forecast.
[2025-12-04T20:56:52.134531] [INFO ] [main      ] ESTC: Signal=1 (Conf=90.0%), Magnitude=-1.73% (Conf=50.4264%)
[2025-12-04T20:56:52.135019] [INFO ] [main      ] Fetching symbol history for TXRH...
[2025-12-04T20:56:52.135072] [DEBUG] [REMOTE    ] TXRH: Fetching historical data.
[2025-12-04T20:56:52.135679] [INFO ] [main      ] Progress: 251/970 forecasts completed (25.9%). ESTC finished in 0.8s. ETA: 2m 2s. Rate: 354.82 forecasts/min
[2025-12-04T20:56:52.148794] [DEBUG] [REMOTE    ] TXRH: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:52.149955] [DEBUG] [LOCAL     ] Loaded configuration for TXRH: 5 features, N/A% accuracy
[2025-12-04T20:56:52.150013] [INFO ] [LOCAL     ] TXRH: Loaded 5 optimal features with 60.23% confidence from JSON config
[2025-12-04T20:56:52.150046] [DEBUG] [MAG       ] Building data for symbol: TXRH with lookback: 0
[2025-12-04T20:56:52.150988] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:56:52.151051] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:52.156382] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:56:52.158920] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:56:52.216091] [DEBUG] [MAG       ] STK: Last date is validated at 2025-12-04
[2025-12-04T20:56:52.270189] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-04T20:56:52.285971] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-04T20:56:52.288690] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:52.350661] [DEBUG] [MAG       ] UMC: Last date is validated at 2025-12-04
[2025-12-04T20:56:52.368392] [DEBUG] [MAG       ] ACM: Last date is validated at 2025-12-04
[2025-12-04T20:56:52.421693] [DEBUG] [MAG       ] STK: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:52.514439] [INFO ] [LOCAL     ] STK: Saved forecast.
[2025-12-04T20:56:52.514527] [INFO ] [main      ] STK: Signal=1 (Conf=90.0%), Magnitude=-0.11% (Conf=54.489%)
[2025-12-04T20:56:52.515091] [INFO ] [main      ] Fetching symbol history for BGLC...
[2025-12-04T20:56:52.515148] [DEBUG] [REMOTE    ] BGLC: Fetching historical data.
[2025-12-04T20:56:52.515663] [INFO ] [main      ] Progress: 252/970 forecasts completed (26.0%). STK finished in 0.7s. ETA: 2m 2s. Rate: 353.08 forecasts/min
[2025-12-04T20:56:52.528705] [DEBUG] [REMOTE    ] BGLC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:52.529743] [DEBUG] [LOCAL     ] Loaded configuration for BGLC: 11 features, N/A% accuracy
[2025-12-04T20:56:52.529801] [INFO ] [LOCAL     ] BGLC: Loaded 11 optimal features with 56.40% confidence from JSON config
[2025-12-04T20:56:52.529833] [DEBUG] [MAG       ] Building data for symbol: BGLC with lookback: 0
[2025-12-04T20:56:52.530711] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-12-04T20:56:52.530773] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:52.535789] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:52.537817] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:56:52.538382] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:56:52.538843] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:52.539235] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:56:52.540023] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:56:52.542384] [DEBUG] [MAG       ] UMC: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:52.542486] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-04T20:56:52.543333] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-04T20:56:52.544640] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-04T20:56:52.545288] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-04T20:56:52.546791] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:52.548502] [DEBUG] [MAG       ] ACM: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:52.622029] [INFO ] [LOCAL     ] UMC: Saved forecast.
[2025-12-04T20:56:52.622132] [INFO ] [main      ] UMC: Signal=1 (Conf=90.0%), Magnitude=0.17% (Conf=62.6217%)
[2025-12-04T20:56:52.622357] [INFO ] [main      ] Fetching symbol history for VAC...
[2025-12-04T20:56:52.622423] [DEBUG] [REMOTE    ] VAC: Fetching historical data.
[2025-12-04T20:56:52.623148] [INFO ] [main      ] Progress: 253/970 forecasts completed (26.1%). UMC finished in 0.7s. ETA: 2m 2s. Rate: 353.59 forecasts/min
[2025-12-04T20:56:52.640120] [DEBUG] [REMOTE    ] VAC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:52.641465] [DEBUG] [LOCAL     ] Loaded configuration for VAC: 4 features, N/A% accuracy
[2025-12-04T20:56:52.641542] [INFO ] [LOCAL     ] VAC: Loaded 4 optimal features with 49.65% confidence from JSON config
[2025-12-04T20:56:52.641632] [DEBUG] [MAG       ] Building data for symbol: VAC with lookback: 0
[2025-12-04T20:56:52.642859] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:56:52.642937] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:56:52.644212] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-04T20:56:52.645235] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-04T20:56:52.646193] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-04T20:56:52.648502] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:52.662664] [INFO ] [LOCAL     ] ACM: Saved forecast.
[2025-12-04T20:56:52.662738] [INFO ] [main      ] ACM: Signal=1 (Conf=90.0%), Magnitude=2.13% (Conf=67.6611%)
[2025-12-04T20:56:52.663070] [INFO ] [main      ] Fetching symbol history for GD...
[2025-12-04T20:56:52.663122] [DEBUG] [REMOTE    ] GD: Fetching historical data.
[2025-12-04T20:56:52.664112] [INFO ] [main      ] Progress: 254/970 forecasts completed (26.2%). ACM finished in 0.7s. ETA: 2m 1s. Rate: 354.65 forecasts/min
[2025-12-04T20:56:52.676645] [DEBUG] [REMOTE    ] GD: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:52.677715] [DEBUG] [LOCAL     ] Loaded configuration for GD: 1 features, N/A% accuracy
[2025-12-04T20:56:52.677790] [INFO ] [LOCAL     ] GD: Loaded 1 optimal features with 61.78% confidence from JSON config
[2025-12-04T20:56:52.677834] [DEBUG] [MAG       ] Building data for symbol: GD with lookback: 0
[2025-12-04T20:56:52.679063] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-04T20:56:52.679138] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-04T20:56:52.680528] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:52.764270] [DEBUG] [MAG       ] TXRH: Last date is validated at 2025-12-04
[2025-12-04T20:56:53.034069] [DEBUG] [MAG       ] TXRH: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:53.059618] [DEBUG] [MAG       ] BGLC: Last date is validated at 2025-12-04
[2025-12-04T20:56:53.156626] [DEBUG] [MAG       ] VAC: Last date is validated at 2025-12-04
[2025-12-04T20:56:53.219206] [DEBUG] [MAG       ] GD: Last date is validated at 2025-12-04
[2025-12-04T20:56:53.268814] [DEBUG] [MAG       ] BGLC: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:53.337272] [INFO ] [LOCAL     ] TXRH: Saved forecast.
[2025-12-04T20:56:53.337348] [INFO ] [main      ] TXRH: Signal=1 (Conf=90.0%), Magnitude=-0.52% (Conf=60.2298%)
[2025-12-04T20:56:53.337743] [INFO ] [main      ] Fetching symbol history for PFGC...
[2025-12-04T20:56:53.337794] [DEBUG] [REMOTE    ] PFGC: Fetching historical data.
[2025-12-04T20:56:53.338631] [INFO ] [main      ] Progress: 255/970 forecasts completed (26.3%). TXRH finished in 1.2s. ETA: 2m 2s. Rate: 350.54 forecasts/min
[2025-12-04T20:56:53.350097] [DEBUG] [REMOTE    ] PFGC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:53.351345] [DEBUG] [LOCAL     ] Loaded configuration for PFGC: 2 features, N/A% accuracy
[2025-12-04T20:56:53.351408] [INFO ] [LOCAL     ] PFGC: Loaded 2 optimal features with 55.11% confidence from JSON config
[2025-12-04T20:56:53.351444] [DEBUG] [MAG       ] Building data for symbol: PFGC with lookback: 0
[2025-12-04T20:56:53.352531] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:56:53.352628] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-04T20:56:53.353860] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-04T20:56:53.354536] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:53.394431] [DEBUG] [MAG       ] GD: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:53.402559] [DEBUG] [MAG       ] VAC: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:53.489605] [INFO ] [LOCAL     ] BGLC: Saved forecast.
[2025-12-04T20:56:53.489676] [INFO ] [main      ] BGLC: Signal=1 (Conf=90.0%), Magnitude=-19.38% (Conf=56.3977%)
[2025-12-04T20:56:53.489837] [INFO ] [main      ] Fetching symbol history for ALHC...
[2025-12-04T20:56:53.489882] [DEBUG] [REMOTE    ] ALHC: Fetching historical data.
[2025-12-04T20:56:53.491054] [INFO ] [main      ] Progress: 256/970 forecasts completed (26.4%). BGLC finished in 1.0s. ETA: 2m 2s. Rate: 350.69 forecasts/min
[2025-12-04T20:56:53.501426] [DEBUG] [REMOTE    ] ALHC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:53.502547] [DEBUG] [LOCAL     ] Loaded configuration for ALHC: 4 features, N/A% accuracy
[2025-12-04T20:56:53.502634] [INFO ] [LOCAL     ] ALHC: Loaded 4 optimal features with 45.37% confidence from JSON config
[2025-12-04T20:56:53.502668] [DEBUG] [MAG       ] Building data for symbol: ALHC with lookback: 0
[2025-12-04T20:56:53.503542] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:56:53.503623] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:53.508754] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:56:53.512864] [INFO ] [LOCAL     ] GD: Saved forecast.
[2025-12-04T20:56:53.512932] [INFO ] [main      ] GD: Signal=1 (Conf=90.0%), Magnitude=1.08% (Conf=61.7785%)
[2025-12-04T20:56:53.513290] [INFO ] [main      ] Progress: 257/970 forecasts completed (26.5%). GD finished in 0.8s. ETA: 2m 2s. Rate: 351.89 forecasts/min
[2025-12-04T20:56:53.513420] [INFO ] [main      ] Fetching symbol history for BXSL...
[2025-12-04T20:56:53.513463] [DEBUG] [REMOTE    ] BXSL: Fetching historical data.
[2025-12-04T20:56:53.526348] [DEBUG] [REMOTE    ] BXSL: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:53.527432] [DEBUG] [LOCAL     ] Loaded configuration for BXSL: 6 features, N/A% accuracy
[2025-12-04T20:56:53.527483] [INFO ] [LOCAL     ] BXSL: Loaded 6 optimal features with 57.43% confidence from JSON config
[2025-12-04T20:56:53.527526] [DEBUG] [MAG       ] Building data for symbol: BXSL with lookback: 0
[2025-12-04T20:56:53.528146] [INFO ] [LOCAL     ] VAC: Saved forecast.
[2025-12-04T20:56:53.528554] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:56:53.528633] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:53.528214] [INFO ] [main      ] VAC: Signal=1 (Conf=90.0%), Magnitude=-4.68% (Conf=49.6509%)
[2025-12-04T20:56:53.531681] [INFO ] [main      ] Fetching symbol history for BSMP...
[2025-12-04T20:56:53.531648] [INFO ] [main      ] Progress: 258/970 forecasts completed (26.6%). VAC finished in 0.9s. ETA: 2m 1s. Rate: 353.11 forecasts/min
[2025-12-04T20:56:53.531737] [DEBUG] [REMOTE    ] BSMP: Fetching historical data.
[2025-12-04T20:56:53.533558] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:53.535375] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:56:53.535881] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:53.536270] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:56:53.537121] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:56:53.543610] [DEBUG] [REMOTE    ] BSMP: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:53.544620] [DEBUG] [LOCAL     ] Loaded configuration for BSMP: 53 features, N/A% accuracy
[2025-12-04T20:56:53.544677] [INFO ] [LOCAL     ] BSMP: Loaded 53 optimal features with 13.53% confidence from JSON config
[2025-12-04T20:56:53.544711] [DEBUG] [MAG       ] Building data for symbol: BSMP with lookback: 0
[2025-12-04T20:56:53.545533] [DEBUG] [FEATURES  ] DataBuilder: Executing 53 feature methods.
[2025-12-04T20:56:53.545651] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:53.550734] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:53.552702] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:56:53.553195] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:56:53.553688] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:53.554085] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:56:53.554848] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:56:53.555674] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:56:53.557468] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-04T20:56:53.558539] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:56:53.558560] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-04T20:56:53.559865] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:53.651187] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:53.672641] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:56:53.674697] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:56:53.714050] [DEBUG] [MAG       ] PFGC: Last date is validated at 2025-12-04
[2025-12-04T20:56:53.714973] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-04T20:56:53.716333] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-04T20:56:53.758020] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-04T20:56:53.759108] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-04T20:56:53.760402] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-04T20:56:53.841493] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-04T20:56:53.842462] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-04T20:56:53.844694] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-04T20:56:53.847775] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-04T20:56:53.849130] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-04T20:56:53.851263] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-04T20:56:53.852031] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-04T20:56:53.856622] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-04T20:56:53.857900] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-04T20:56:53.859274] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-04T20:56:53.860916] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-04T20:56:53.863930] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-04T20:56:53.864669] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-04T20:56:53.865371] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-04T20:56:53.867396] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:56:53.868512] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-04T20:56:53.869228] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-04T20:56:53.869983] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-12-04T20:56:53.870711] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-04T20:56:53.873767] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-04T20:56:53.875419] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-04T20:56:53.878040] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-04T20:56:53.880498] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-04T20:56:53.881244] [DEBUG] [MAG       ] PFGC: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:53.884548] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-04T20:56:53.903026] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:56:53.904421] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:56:53.906240] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:56:53.906999] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-04T20:56:53.908739] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-04T20:56:53.910382] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-04T20:56:53.911344] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:56:53.912612] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-04T20:56:53.913861] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-04T20:56:53.916048] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-04T20:56:53.917795] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-04T20:56:53.920867] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-04T20:56:53.922753] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-04T20:56:53.928979] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:53.931926] [DEBUG] [MAG       ] ALHC: Last date is validated at 2025-12-04
[2025-12-04T20:56:53.974234] [INFO ] [LOCAL     ] PFGC: Saved forecast.
[2025-12-04T20:56:53.974299] [INFO ] [main      ] PFGC: Signal=1 (Conf=90.0%), Magnitude=0.88% (Conf=55.1071%)
[2025-12-04T20:56:53.974454] [INFO ] [main      ] Fetching symbol history for MODG...
[2025-12-04T20:56:53.974497] [DEBUG] [REMOTE    ] MODG: Fetching historical data.
[2025-12-04T20:56:53.975292] [INFO ] [main      ] Progress: 259/970 forecasts completed (26.7%). PFGC finished in 0.6s. ETA: 2m 2s. Rate: 350.92 forecasts/min
[2025-12-04T20:56:53.985809] [DEBUG] [REMOTE    ] MODG: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:53.986896] [DEBUG] [LOCAL     ] Loaded configuration for MODG: 5 features, N/A% accuracy
[2025-12-04T20:56:53.986949] [INFO ] [LOCAL     ] MODG: Loaded 5 optimal features with 62.54% confidence from JSON config
[2025-12-04T20:56:53.986980] [DEBUG] [MAG       ] Building data for symbol: MODG with lookback: 0
[2025-12-04T20:56:53.987757] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:56:53.987815] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:53.989481] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:56:53.990008] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:53.990384] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-04T20:56:53.990946] [DEBUG] [MAG       ] BXSL: Last date is validated at 2025-12-04
[2025-12-04T20:56:54.039451] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-04T20:56:54.042441] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:54.107865] [DEBUG] [MAG       ] ALHC: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:54.163475] [DEBUG] [MAG       ] BXSL: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:54.188464] [INFO ] [LOCAL     ] ALHC: Saved forecast.
[2025-12-04T20:56:54.188532] [INFO ] [main      ] ALHC: Signal=1 (Conf=90.0%), Magnitude=-0.77% (Conf=45.3705%)
[2025-12-04T20:56:54.188708] [INFO ] [main      ] Fetching symbol history for METCB...
[2025-12-04T20:56:54.188754] [DEBUG] [REMOTE    ] METCB: Fetching historical data.
[2025-12-04T20:56:54.190736] [INFO ] [main      ] Progress: 260/970 forecasts completed (26.8%). ALHC finished in 0.7s. ETA: 2m 2s. Rate: 350.57 forecasts/min
[2025-12-04T20:56:54.200899] [DEBUG] [REMOTE    ] METCB: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:54.202152] [DEBUG] [LOCAL     ] Loaded configuration for METCB: 2 features, N/A% accuracy
[2025-12-04T20:56:54.202213] [INFO ] [LOCAL     ] METCB: Loaded 2 optimal features with 57.41% confidence from JSON config
[2025-12-04T20:56:54.202248] [DEBUG] [MAG       ] Building data for symbol: METCB with lookback: 0
[2025-12-04T20:56:54.203329] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:56:54.203389] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:56:54.204139] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-04T20:56:54.204895] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:54.237744] [INFO ] [LOCAL     ] BXSL: Saved forecast.
[2025-12-04T20:56:54.237811] [INFO ] [main      ] BXSL: Signal=1 (Conf=90.0%), Magnitude=-1.30% (Conf=57.4301%)
[2025-12-04T20:56:54.238161] [INFO ] [main      ] Fetching symbol history for INDI...
[2025-12-04T20:56:54.238213] [DEBUG] [REMOTE    ] INDI: Fetching historical data.
[2025-12-04T20:56:54.238629] [INFO ] [main      ] Progress: 261/970 forecasts completed (26.9%). BXSL finished in 0.7s. ETA: 2m 1s. Rate: 351.54 forecasts/min
[2025-12-04T20:56:54.250373] [DEBUG] [REMOTE    ] INDI: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:54.251665] [DEBUG] [LOCAL     ] Loaded configuration for INDI: 3 features, N/A% accuracy
[2025-12-04T20:56:54.251722] [INFO ] [LOCAL     ] INDI: Loaded 3 optimal features with 58.48% confidence from JSON config
[2025-12-04T20:56:54.251755] [DEBUG] [MAG       ] Building data for symbol: INDI with lookback: 0
[2025-12-04T20:56:54.252615] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:56:54.252677] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:54.254465] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:56:54.255041] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:54.255498] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:54.272992] [DEBUG] [MAG       ] BSMP: Last date is validated at 2025-12-04
[2025-12-04T20:56:54.393296] [DEBUG] [MAG       ] MODG: Last date is validated at 2025-12-04
[2025-12-04T20:56:54.439615] [DEBUG] [MAG       ] BSMP: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:54.558903] [DEBUG] [MAG       ] MODG: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:54.574484] [DEBUG] [MAG       ] METCB: Last date is validated at 2025-12-04
[2025-12-04T20:56:54.592269] [DEBUG] [MAG       ] INDI: Last date is validated at 2025-12-04
[2025-12-04T20:56:54.629006] [INFO ] [LOCAL     ] MODG: Saved forecast.
[2025-12-04T20:56:54.629072] [INFO ] [main      ] MODG: Signal=1 (Conf=90.0%), Magnitude=0.87% (Conf=62.5386%)
[2025-12-04T20:56:54.629423] [INFO ] [main      ] Progress: 262/970 forecasts completed (27.0%). MODG finished in 0.7s. ETA: 2m 1s. Rate: 349.82 forecasts/min
[2025-12-04T20:56:54.629539] [INFO ] [main      ] Fetching symbol history for CELH...
[2025-12-04T20:56:54.629598] [DEBUG] [REMOTE    ] CELH: Fetching historical data.
[2025-12-04T20:56:54.641493] [DEBUG] [REMOTE    ] CELH: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:54.642603] [DEBUG] [LOCAL     ] Loaded configuration for CELH: 6 features, N/A% accuracy
[2025-12-04T20:56:54.642663] [INFO ] [LOCAL     ] CELH: Loaded 6 optimal features with 65.32% confidence from JSON config
[2025-12-04T20:56:54.642695] [DEBUG] [MAG       ] Building data for symbol: CELH with lookback: 0
[2025-12-04T20:56:54.643482] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:56:54.643541] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:54.645289] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:56:54.645835] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:54.646227] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-04T20:56:54.648023] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-04T20:56:54.650722] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-04T20:56:54.652277] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:54.701112] [INFO ] [LOCAL     ] BSMP: Saved forecast.
[2025-12-04T20:56:54.701187] [INFO ] [main      ] BSMP: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=13.5335%)
[2025-12-04T20:56:54.701522] [INFO ] [main      ] Fetching symbol history for GFI...
[2025-12-04T20:56:54.701592] [DEBUG] [REMOTE    ] GFI: Fetching historical data.
[2025-12-04T20:56:54.702651] [INFO ] [main      ] Progress: 263/970 forecasts completed (27.1%). BSMP finished in 1.2s. ETA: 2m 1s. Rate: 350.58 forecasts/min
[2025-12-04T20:56:54.713653] [DEBUG] [REMOTE    ] GFI: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:54.714695] [DEBUG] [LOCAL     ] Loaded configuration for GFI: 1 features, N/A% accuracy
[2025-12-04T20:56:54.714747] [INFO ] [LOCAL     ] GFI: Loaded 1 optimal features with 44.61% confidence from JSON config
[2025-12-04T20:56:54.714777] [DEBUG] [MAG       ] Building data for symbol: GFI with lookback: 0
[2025-12-04T20:56:54.715536] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-04T20:56:54.715612] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:56:54.716463] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:54.745685] [DEBUG] [MAG       ] METCB: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:54.762443] [DEBUG] [MAG       ] INDI: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:54.821158] [INFO ] [LOCAL     ] METCB: Saved forecast.
[2025-12-04T20:56:54.821225] [INFO ] [main      ] METCB: Signal=1 (Conf=90.0%), Magnitude=9.50% (Conf=57.4076%)
[2025-12-04T20:56:54.821378] [INFO ] [main      ] Fetching symbol history for PAYO...
[2025-12-04T20:56:54.821428] [DEBUG] [REMOTE    ] PAYO: Fetching historical data.
[2025-12-04T20:56:54.821822] [INFO ] [main      ] Progress: 264/970 forecasts completed (27.2%). METCB finished in 0.6s. ETA: 2m 1s. Rate: 350.99 forecasts/min
[2025-12-04T20:56:54.823428] [INFO ] [LOCAL     ] INDI: Saved forecast.
[2025-12-04T20:56:54.823494] [INFO ] [main      ] INDI: Signal=1 (Conf=90.0%), Magnitude=1.41% (Conf=58.4762%)
[2025-12-04T20:56:54.823883] [INFO ] [main      ] Progress: 265/970 forecasts completed (27.3%). INDI finished in 0.6s. ETA: 2m 0s. Rate: 352.30 forecasts/min
[2025-12-04T20:56:54.824012] [INFO ] [main      ] Fetching symbol history for UNMA...
[2025-12-04T20:56:54.824055] [DEBUG] [REMOTE    ] UNMA: Fetching historical data.
[2025-12-04T20:56:54.832954] [DEBUG] [REMOTE    ] PAYO: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:54.834221] [DEBUG] [LOCAL     ] Loaded configuration for PAYO: 5 features, N/A% accuracy
[2025-12-04T20:56:54.834273] [INFO ] [LOCAL     ] PAYO: Loaded 5 optimal features with 67.12% confidence from JSON config
[2025-12-04T20:56:54.834318] [DEBUG] [MAG       ] Building data for symbol: PAYO with lookback: 0
[2025-12-04T20:56:54.835049] [DEBUG] [REMOTE    ] UNMA: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:54.835154] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:56:54.835215] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:54.836685] [DEBUG] [LOCAL     ] Loaded configuration for UNMA: 6 features, N/A% accuracy
[2025-12-04T20:56:54.836771] [INFO ] [LOCAL     ] UNMA: Loaded 6 optimal features with 64.70% confidence from JSON config
[2025-12-04T20:56:54.836805] [DEBUG] [MAG       ] Building data for symbol: UNMA with lookback: 0
[2025-12-04T20:56:54.836923] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:56:54.837437] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:54.837860] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-04T20:56:54.837859] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:56:54.837920] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:54.839198] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-04T20:56:54.839662] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:56:54.839907] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:54.840168] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:54.840553] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-04T20:56:54.845125] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-04T20:56:54.847096] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-04T20:56:54.849284] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:54.991095] [DEBUG] [MAG       ] CELH: Last date is validated at 2025-12-04
[2025-12-04T20:56:55.070794] [DEBUG] [MAG       ] GFI: Last date is validated at 2025-12-04
[2025-12-04T20:56:55.169378] [DEBUG] [MAG       ] CELH: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:55.177947] [DEBUG] [MAG       ] PAYO: Last date is validated at 2025-12-04
[2025-12-04T20:56:55.190053] [DEBUG] [MAG       ] UNMA: Last date is validated at 2025-12-04
[2025-12-04T20:56:55.245522] [DEBUG] [MAG       ] GFI: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:55.291141] [INFO ] [LOCAL     ] CELH: Saved forecast.
[2025-12-04T20:56:55.291211] [INFO ] [main      ] CELH: Signal=1 (Conf=90.0%), Magnitude=9.10% (Conf=65.3179%)
[2025-12-04T20:56:55.291366] [INFO ] [main      ] Fetching symbol history for GIS...
[2025-12-04T20:56:55.291409] [DEBUG] [REMOTE    ] GIS: Fetching historical data.
[2025-12-04T20:56:55.292601] [INFO ] [main      ] Progress: 266/970 forecasts completed (27.4%). CELH finished in 0.7s. ETA: 2m 1s. Rate: 350.00 forecasts/min
[2025-12-04T20:56:55.302614] [DEBUG] [REMOTE    ] GIS: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:55.303503] [DEBUG] [LOCAL     ] Loaded configuration for GIS: 0 features, N/A% accuracy
[2025-12-04T20:56:55.303557] [INFO ] [LOCAL     ] GIS: Loaded 0 optimal features with 54.47% confidence from JSON config
[2025-12-04T20:56:55.303609] [DEBUG] [MAG       ] Building data for symbol: GIS with lookback: 0
[2025-12-04T20:56:55.304453] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-04T20:56:55.333775] [INFO ] [LOCAL     ] GFI: Saved forecast.
[2025-12-04T20:56:55.334174] [INFO ] [main      ] GFI: Signal=1 (Conf=90.0%), Magnitude=-0.73% (Conf=44.6077%)
[2025-12-04T20:56:55.334508] [INFO ] [main      ] Progress: 267/970 forecasts completed (27.5%). GFI finished in 0.6s. ETA: 2m 0s. Rate: 350.99 forecasts/min
[2025-12-04T20:56:55.334654] [INFO ] [main      ] Fetching symbol history for SWZ...
[2025-12-04T20:56:55.334698] [DEBUG] [REMOTE    ] SWZ: Fetching historical data.
[2025-12-04T20:56:55.345388] [DEBUG] [REMOTE    ] SWZ: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:55.347258] [DEBUG] [LOCAL     ] Loaded configuration for SWZ: 13 features, N/A% accuracy
[2025-12-04T20:56:55.347312] [INFO ] [LOCAL     ] SWZ: Loaded 13 optimal features with 44.54% confidence from JSON config
[2025-12-04T20:56:55.347343] [DEBUG] [MAG       ] Building data for symbol: SWZ with lookback: 0
[2025-12-04T20:56:55.348137] [DEBUG] [FEATURES  ] DataBuilder: Executing 13 feature methods.
[2025-12-04T20:56:55.348202] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:55.352962] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:55.354795] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:56:55.355266] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:55.355662] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-04T20:56:55.368421] [DEBUG] [MAG       ] PAYO: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:55.373795] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:56:55.374936] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:56:55.375441] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:56:55.377172] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:56:55.378274] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:56:55.378984] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-04T20:56:55.380140] [DEBUG] [MAG       ] UNMA: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:55.380416] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:56:55.381555] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-04T20:56:55.383666] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:55.431189] [INFO ] [LOCAL     ] PAYO: Saved forecast.
[2025-12-04T20:56:55.431256] [INFO ] [main      ] PAYO: Signal=1 (Conf=90.0%), Magnitude=-0.23% (Conf=67.1164%)
[2025-12-04T20:56:55.431416] [INFO ] [main      ] Fetching symbol history for DBRG...
[2025-12-04T20:56:55.431461] [DEBUG] [REMOTE    ] DBRG: Fetching historical data.
[2025-12-04T20:56:55.431841] [INFO ] [main      ] Progress: 268/970 forecasts completed (27.6%). PAYO finished in 0.6s. ETA: 1m 60s. Rate: 351.55 forecasts/min
[2025-12-04T20:56:55.443293] [DEBUG] [REMOTE    ] DBRG: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:55.444273] [DEBUG] [LOCAL     ] Loaded configuration for DBRG: 4 features, N/A% accuracy
[2025-12-04T20:56:55.444324] [INFO ] [LOCAL     ] DBRG: Loaded 4 optimal features with 56.62% confidence from JSON config
[2025-12-04T20:56:55.444356] [DEBUG] [MAG       ] Building data for symbol: DBRG with lookback: 0
[2025-12-04T20:56:55.445179] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:56:55.445251] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:56:55.465752] [INFO ] [LOCAL     ] UNMA: Saved forecast.
[2025-12-04T20:56:55.465826] [INFO ] [main      ] UNMA: Signal=1 (Conf=90.0%), Magnitude=-0.60% (Conf=64.7029%)
[2025-12-04T20:56:55.465991] [INFO ] [main      ] Fetching symbol history for BMEZ...
[2025-12-04T20:56:55.466037] [DEBUG] [REMOTE    ] BMEZ: Fetching historical data.
[2025-12-04T20:56:55.467111] [INFO ] [main      ] Progress: 269/970 forecasts completed (27.7%). UNMA finished in 0.6s. ETA: 1m 59s. Rate: 352.59 forecasts/min
[2025-12-04T20:56:55.477948] [DEBUG] [REMOTE    ] BMEZ: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:55.479098] [DEBUG] [LOCAL     ] Loaded configuration for BMEZ: 7 features, N/A% accuracy
[2025-12-04T20:56:55.479149] [INFO ] [LOCAL     ] BMEZ: Loaded 7 optimal features with 47.49% confidence from JSON config
[2025-12-04T20:56:55.479180] [DEBUG] [MAG       ] Building data for symbol: BMEZ with lookback: 0
[2025-12-04T20:56:55.479961] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-04T20:56:55.480020] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:55.484754] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:55.486343] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-04T20:56:55.486507] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:56:55.486998] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:56:55.487427] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:55.487828] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-04T20:56:55.490037] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-04T20:56:55.491363] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:55.564004] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-04T20:56:55.566403] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-04T20:56:55.572378] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:55.641369] [DEBUG] [MAG       ] GIS: Last date is validated at 2025-12-04
[2025-12-04T20:56:55.715705] [DEBUG] [MAG       ] SWZ: Last date is validated at 2025-12-04
[2025-12-04T20:56:55.815610] [DEBUG] [MAG       ] GIS: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:55.847681] [DEBUG] [MAG       ] BMEZ: Last date is validated at 2025-12-04
[2025-12-04T20:56:55.881336] [DEBUG] [MAG       ] SWZ: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:55.899234] [INFO ] [LOCAL     ] GIS: Saved forecast.
[2025-12-04T20:56:55.899304] [INFO ] [main      ] GIS: Signal=1 (Conf=90.0%), Magnitude=0.39% (Conf=54.4664%)
[2025-12-04T20:56:55.899676] [INFO ] [main      ] Fetching symbol history for PSTL...
[2025-12-04T20:56:55.899728] [DEBUG] [REMOTE    ] PSTL: Fetching historical data.
[2025-12-04T20:56:55.901067] [INFO ] [main      ] Progress: 270/970 forecasts completed (27.8%). GIS finished in 0.6s. ETA: 1m 60s. Rate: 350.58 forecasts/min
[2025-12-04T20:56:55.911878] [DEBUG] [REMOTE    ] PSTL: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:55.913247] [DEBUG] [MAG       ] DBRG: Last date is validated at 2025-12-04
[2025-12-04T20:56:55.913854] [DEBUG] [LOCAL     ] Loaded configuration for PSTL: 1 features, N/A% accuracy
[2025-12-04T20:56:55.913907] [INFO ] [LOCAL     ] PSTL: Loaded 1 optimal features with 54.79% confidence from JSON config
[2025-12-04T20:56:55.913940] [DEBUG] [MAG       ] Building data for symbol: PSTL with lookback: 0
[2025-12-04T20:56:55.914796] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-04T20:56:55.914855] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:55.920054] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:56.020781] [DEBUG] [MAG       ] BMEZ: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:56.023617] [INFO ] [LOCAL     ] SWZ: Saved forecast.
[2025-12-04T20:56:56.023684] [INFO ] [main      ] SWZ: Signal=1 (Conf=90.0%), Magnitude=0.62% (Conf=44.5386%)
[2025-12-04T20:56:56.023842] [INFO ] [main      ] Fetching symbol history for IBB...
[2025-12-04T20:56:56.023885] [DEBUG] [REMOTE    ] IBB: Fetching historical data.
[2025-12-04T20:56:56.025232] [INFO ] [main      ] Progress: 271/970 forecasts completed (27.9%). SWZ finished in 0.7s. ETA: 1m 60s. Rate: 350.94 forecasts/min
[2025-12-04T20:56:56.035230] [DEBUG] [REMOTE    ] IBB: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:56.036401] [DEBUG] [LOCAL     ] Loaded configuration for IBB: 4 features, N/A% accuracy
[2025-12-04T20:56:56.036452] [INFO ] [LOCAL     ] IBB: Loaded 4 optimal features with 57.58% confidence from JSON config
[2025-12-04T20:56:56.036484] [DEBUG] [MAG       ] Building data for symbol: IBB with lookback: 0
[2025-12-04T20:56:56.037257] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:56:56.037314] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:56.039010] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:56:56.039501] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:56.039910] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-04T20:56:56.040847] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:56.080016] [DEBUG] [MAG       ] DBRG: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:56.083826] [INFO ] [LOCAL     ] BMEZ: Saved forecast.
[2025-12-04T20:56:56.083898] [INFO ] [main      ] BMEZ: Signal=1 (Conf=90.0%), Magnitude=-0.59% (Conf=47.4906%)
[2025-12-04T20:56:56.084233] [INFO ] [main      ] Progress: 272/970 forecasts completed (28.0%). BMEZ finished in 0.6s. ETA: 1m 59s. Rate: 351.78 forecasts/min
[2025-12-04T20:56:56.084353] [INFO ] [main      ] Fetching symbol history for SSYS...
[2025-12-04T20:56:56.084397] [DEBUG] [REMOTE    ] SSYS: Fetching historical data.
[2025-12-04T20:56:56.095923] [DEBUG] [REMOTE    ] SSYS: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:56.096883] [DEBUG] [LOCAL     ] Loaded configuration for SSYS: 9 features, N/A% accuracy
[2025-12-04T20:56:56.096939] [INFO ] [LOCAL     ] SSYS: Loaded 9 optimal features with 57.61% confidence from JSON config
[2025-12-04T20:56:56.096971] [DEBUG] [MAG       ] Building data for symbol: SSYS with lookback: 0
[2025-12-04T20:56:56.097834] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-04T20:56:56.097896] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:56.102751] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:56.104555] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:56:56.105063] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:56.105441] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:56:56.107026] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:56:56.145384] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-04T20:56:56.149456] [INFO ] [LOCAL     ] DBRG: Saved forecast.
[2025-12-04T20:56:56.149520] [INFO ] [main      ] DBRG: Signal=1 (Conf=90.0%), Magnitude=-1.62% (Conf=56.6191%)
[2025-12-04T20:56:56.149692] [INFO ] [main      ] Fetching symbol history for WTI...
[2025-12-04T20:56:56.149736] [DEBUG] [REMOTE    ] WTI: Fetching historical data.
[2025-12-04T20:56:56.150865] [INFO ] [main      ] Progress: 273/970 forecasts completed (28.1%). DBRG finished in 0.7s. ETA: 1m 59s. Rate: 352.57 forecasts/min
[2025-12-04T20:56:56.160747] [DEBUG] [REMOTE    ] WTI: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:56.161709] [DEBUG] [LOCAL     ] Loaded configuration for WTI: 4 features, N/A% accuracy
[2025-12-04T20:56:56.161770] [INFO ] [LOCAL     ] WTI: Loaded 4 optimal features with 60.56% confidence from JSON config
[2025-12-04T20:56:56.161802] [DEBUG] [MAG       ] Building data for symbol: WTI with lookback: 0
[2025-12-04T20:56:56.162542] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:56:56.162618] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-04T20:56:56.165356] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:56:56.166374] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-04T20:56:56.168982] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:56:56.170522] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:56.195520] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-04T20:56:56.196458] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-04T20:56:56.198611] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:56.255632] [DEBUG] [MAG       ] PSTL: Last date is validated at 2025-12-04
[2025-12-04T20:56:56.382401] [DEBUG] [MAG       ] IBB: Last date is validated at 2025-12-04
[2025-12-04T20:56:56.428496] [DEBUG] [MAG       ] PSTL: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:56.488457] [INFO ] [LOCAL     ] PSTL: Saved forecast.
[2025-12-04T20:56:56.488534] [INFO ] [main      ] PSTL: Signal=1 (Conf=90.0%), Magnitude=-1.27% (Conf=54.7863%)
[2025-12-04T20:56:56.488887] [INFO ] [main      ] Fetching symbol history for MRUS...
[2025-12-04T20:56:56.488937] [DEBUG] [REMOTE    ] MRUS: Fetching historical data.
[2025-12-04T20:56:56.489659] [INFO ] [main      ] Progress: 274/970 forecasts completed (28.2%). PSTL finished in 0.6s. ETA: 1m 59s. Rate: 351.30 forecasts/min
[2025-12-04T20:56:56.500790] [DEBUG] [REMOTE    ] MRUS: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:56.501832] [DEBUG] [LOCAL     ] Loaded configuration for MRUS: 7 features, N/A% accuracy
[2025-12-04T20:56:56.501888] [INFO ] [LOCAL     ] MRUS: Loaded 7 optimal features with 31.69% confidence from JSON config
[2025-12-04T20:56:56.501919] [DEBUG] [MAG       ] Building data for symbol: MRUS with lookback: 0
[2025-12-04T20:56:56.502768] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-04T20:56:56.502829] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:56.504752] [DEBUG] [MAG       ] WTI: Last date is validated at 2025-12-04
[2025-12-04T20:56:56.507823] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:56.509710] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:56:56.510180] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:56:56.510673] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:56.511061] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:56:56.511817] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-04T20:56:56.512502] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:56.545256] [DEBUG] [MAG       ] SSYS: Last date is validated at 2025-12-04
[2025-12-04T20:56:56.555434] [DEBUG] [MAG       ] IBB: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:56.657153] [INFO ] [LOCAL     ] IBB: Saved forecast.
[2025-12-04T20:56:56.657226] [INFO ] [main      ] IBB: Signal=1 (Conf=90.0%), Magnitude=0.24% (Conf=57.5771%)
[2025-12-04T20:56:56.657698] [INFO ] [main      ] Fetching symbol history for CBUS...
[2025-12-04T20:56:56.657750] [DEBUG] [REMOTE    ] CBUS: Fetching historical data.
[2025-12-04T20:56:56.658655] [INFO ] [main      ] Progress: 275/970 forecasts completed (28.4%). IBB finished in 0.6s. ETA: 1m 59s. Rate: 351.31 forecasts/min
[2025-12-04T20:56:56.669327] [DEBUG] [REMOTE    ] CBUS: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:56.670449] [DEBUG] [LOCAL     ] Loaded configuration for CBUS: 9 features, N/A% accuracy
[2025-12-04T20:56:56.670501] [INFO ] [LOCAL     ] CBUS: Loaded 9 optimal features with 60.51% confidence from JSON config
[2025-12-04T20:56:56.670532] [DEBUG] [MAG       ] Building data for symbol: CBUS with lookback: 0
[2025-12-04T20:56:56.671333] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-04T20:56:56.671404] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:56.672438] [DEBUG] [MAG       ] WTI: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:56.676133] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:56.677886] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:56:56.678391] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:56.678809] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:56:56.681122] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:56:56.682747] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-04T20:56:56.684462] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-04T20:56:56.688701] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-04T20:56:56.690008] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:56.713330] [DEBUG] [MAG       ] SSYS: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:56.728710] [INFO ] [LOCAL     ] WTI: Saved forecast.
[2025-12-04T20:56:56.728776] [INFO ] [main      ] WTI: Signal=1 (Conf=90.0%), Magnitude=6.98% (Conf=60.56%)
[2025-12-04T20:56:56.729141] [INFO ] [main      ] Fetching symbol history for DNTH...
[2025-12-04T20:56:56.729191] [DEBUG] [REMOTE    ] DNTH: Fetching historical data.
[2025-12-04T20:56:56.729956] [INFO ] [main      ] Progress: 276/970 forecasts completed (28.5%). WTI finished in 0.6s. ETA: 1m 58s. Rate: 352.06 forecasts/min
[2025-12-04T20:56:56.740790] [DEBUG] [REMOTE    ] DNTH: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:56.741853] [DEBUG] [LOCAL     ] Loaded configuration for DNTH: 3 features, N/A% accuracy
[2025-12-04T20:56:56.741904] [INFO ] [LOCAL     ] DNTH: Loaded 3 optimal features with 51.30% confidence from JSON config
[2025-12-04T20:56:56.741934] [DEBUG] [MAG       ] Building data for symbol: DNTH with lookback: 0
[2025-12-04T20:56:56.742711] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:56:56.742766] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:56:56.743457] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:56:56.744289] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-04T20:56:56.758030] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:56.791308] [INFO ] [LOCAL     ] SSYS: Saved forecast.
[2025-12-04T20:56:56.791375] [INFO ] [main      ] SSYS: Signal=1 (Conf=90.0%), Magnitude=1.38% (Conf=57.6051%)
[2025-12-04T20:56:56.791824] [INFO ] [main      ] Fetching symbol history for ARDX...
[2025-12-04T20:56:56.791875] [DEBUG] [REMOTE    ] ARDX: Fetching historical data.
[2025-12-04T20:56:56.792654] [INFO ] [main      ] Progress: 277/970 forecasts completed (28.6%). SSYS finished in 0.7s. ETA: 1m 58s. Rate: 352.86 forecasts/min
[2025-12-04T20:56:56.803093] [DEBUG] [REMOTE    ] ARDX: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:56.804722] [DEBUG] [LOCAL     ] Loaded configuration for ARDX: 6 features, N/A% accuracy
[2025-12-04T20:56:56.804775] [INFO ] [LOCAL     ] ARDX: Loaded 6 optimal features with 52.98% confidence from JSON config
[2025-12-04T20:56:56.804807] [DEBUG] [MAG       ] Building data for symbol: ARDX with lookback: 0
[2025-12-04T20:56:56.805615] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:56:56.805685] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:56.810412] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:56.812153] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:56:56.812633] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:56.813007] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-04T20:56:56.813901] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:56:56.814909] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:56.856139] [DEBUG] [MAG       ] MRUS: Last date is validated at 2025-12-04
[2025-12-04T20:56:57.020834] [DEBUG] [MAG       ] MRUS: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:57.041443] [DEBUG] [MAG       ] CBUS: Last date is validated at 2025-12-04
[2025-12-04T20:56:57.086058] [DEBUG] [MAG       ] DNTH: Last date is validated at 2025-12-04
[2025-12-04T20:56:57.140215] [INFO ] [LOCAL     ] MRUS: Saved forecast.
[2025-12-04T20:56:57.140280] [INFO ] [main      ] MRUS: Signal=1 (Conf=90.0%), Magnitude=-2.82% (Conf=31.6877%)
[2025-12-04T20:56:57.140663] [INFO ] [main      ] Fetching symbol history for WAVE...
[2025-12-04T20:56:57.140713] [DEBUG] [REMOTE    ] WAVE: Fetching historical data.
[2025-12-04T20:56:57.142646] [INFO ] [main      ] Progress: 278/970 forecasts completed (28.7%). MRUS finished in 0.7s. ETA: 1m 58s. Rate: 351.52 forecasts/min
[2025-12-04T20:56:57.146624] [DEBUG] [MAG       ] ARDX: Last date is validated at 2025-12-04
[2025-12-04T20:56:57.151790] [DEBUG] [REMOTE    ] WAVE: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:57.152898] [DEBUG] [LOCAL     ] Loaded configuration for WAVE: 8 features, N/A% accuracy
[2025-12-04T20:56:57.152949] [INFO ] [LOCAL     ] WAVE: Loaded 8 optimal features with 59.58% confidence from JSON config
[2025-12-04T20:56:57.152980] [DEBUG] [MAG       ] Building data for symbol: WAVE with lookback: 0
[2025-12-04T20:56:57.153775] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-04T20:56:57.153834] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:57.155467] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:56:57.155985] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:57.156412] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:56:57.157293] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-04T20:56:57.202962] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-04T20:56:57.211106] [DEBUG] [MAG       ] CBUS: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:57.249899] [DEBUG] [MAG       ] DNTH: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:57.275626] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-04T20:56:57.276388] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-04T20:56:57.277725] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:57.277893] [INFO ] [LOCAL     ] CBUS: Saved forecast.
[2025-12-04T20:56:57.277964] [INFO ] [main      ] CBUS: Signal=1 (Conf=90.0%), Magnitude=4.00% (Conf=60.5144%)
[2025-12-04T20:56:57.278127] [INFO ] [main      ] Fetching symbol history for MSTX...
[2025-12-04T20:56:57.278171] [DEBUG] [REMOTE    ] MSTX: Fetching historical data.
[2025-12-04T20:56:57.278882] [INFO ] [main      ] Progress: 279/970 forecasts completed (28.8%). CBUS finished in 0.6s. ETA: 1m 58s. Rate: 351.78 forecasts/min
[2025-12-04T20:56:57.291695] [DEBUG] [REMOTE    ] MSTX: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:57.292868] [DEBUG] [LOCAL     ] Loaded configuration for MSTX: 3 features, N/A% accuracy
[2025-12-04T20:56:57.292921] [INFO ] [LOCAL     ] MSTX: Loaded 3 optimal features with 51.62% confidence from JSON config
[2025-12-04T20:56:57.292962] [DEBUG] [MAG       ] Building data for symbol: MSTX with lookback: 0
[2025-12-04T20:56:57.293822] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:56:57.293880] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:57.298589] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:56:57.316075] [DEBUG] [MAG       ] ARDX: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:57.338613] [INFO ] [LOCAL     ] DNTH: Saved forecast.
[2025-12-04T20:56:57.338679] [INFO ] [main      ] DNTH: Signal=1 (Conf=90.0%), Magnitude=1.38% (Conf=51.2955%)
[2025-12-04T20:56:57.338835] [INFO ] [main      ] Fetching symbol history for ZS...
[2025-12-04T20:56:57.338877] [DEBUG] [REMOTE    ] ZS: Fetching historical data.
[2025-12-04T20:56:57.339850] [INFO ] [main      ] Progress: 280/970 forecasts completed (28.9%). DNTH finished in 0.6s. ETA: 1m 57s. Rate: 352.59 forecasts/min
[2025-12-04T20:56:57.349959] [DEBUG] [REMOTE    ] ZS: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:57.350752] [DEBUG] [LOCAL     ] Loaded configuration for ZS: 4 features, N/A% accuracy
[2025-12-04T20:56:57.350802] [INFO ] [LOCAL     ] ZS: Loaded 4 optimal features with 58.38% confidence from JSON config
[2025-12-04T20:56:57.350833] [DEBUG] [MAG       ] Building data for symbol: ZS with lookback: 0
[2025-12-04T20:56:57.351600] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:56:57.351658] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:56:57.352348] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:56:57.353175] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:56:57.381418] [INFO ] [LOCAL     ] ARDX: Saved forecast.
[2025-12-04T20:56:57.381494] [INFO ] [main      ] ARDX: Signal=1 (Conf=90.0%), Magnitude=-2.35% (Conf=52.9801%)
[2025-12-04T20:56:57.381862] [INFO ] [main      ] Progress: 281/970 forecasts completed (29.0%). ARDX finished in 0.6s. ETA: 1m 57s. Rate: 353.54 forecasts/min
[2025-12-04T20:56:57.381985] [INFO ] [main      ] Fetching symbol history for SHIP...
[2025-12-04T20:56:57.382027] [DEBUG] [REMOTE    ] SHIP: Fetching historical data.
[2025-12-04T20:56:57.394156] [DEBUG] [REMOTE    ] SHIP: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:57.395059] [DEBUG] [LOCAL     ] Loaded configuration for SHIP: 6 features, N/A% accuracy
[2025-12-04T20:56:57.395109] [INFO ] [LOCAL     ] SHIP: Loaded 6 optimal features with 40.82% confidence from JSON config
[2025-12-04T20:56:57.395139] [DEBUG] [MAG       ] Building data for symbol: SHIP with lookback: 0
[2025-12-04T20:56:57.395936] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:56:57.395993] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:57.400667] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:56:57.412744] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-04T20:56:57.413969] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:57.438703] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-04T20:56:57.439533] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-04T20:56:57.440232] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-04T20:56:57.440908] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-04T20:56:57.444461] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:57.460138] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-04T20:56:57.462296] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:57.621084] [DEBUG] [MAG       ] WAVE: Last date is validated at 2025-12-04
[2025-12-04T20:56:57.760664] [DEBUG] [MAG       ] MSTX: Last date is validated at 2025-12-04
[2025-12-04T20:56:57.774427] [DEBUG] [MAG       ] SHIP: Last date is validated at 2025-12-04
[2025-12-04T20:56:57.791759] [DEBUG] [MAG       ] WAVE: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:57.795744] [DEBUG] [MAG       ] ZS: Last date is validated at 2025-12-04
[2025-12-04T20:56:57.875118] [INFO ] [LOCAL     ] WAVE: Saved forecast.
[2025-12-04T20:56:57.875185] [INFO ] [main      ] WAVE: Signal=1 (Conf=90.0%), Magnitude=-4.43% (Conf=59.5758%)
[2025-12-04T20:56:57.875624] [INFO ] [main      ] Fetching symbol history for DHX...
[2025-12-04T20:56:57.875675] [DEBUG] [REMOTE    ] DHX: Fetching historical data.
[2025-12-04T20:56:57.875657] [INFO ] [main      ] Progress: 282/970 forecasts completed (29.1%). WAVE finished in 0.7s. ETA: 1m 58s. Rate: 351.16 forecasts/min
[2025-12-04T20:56:57.889670] [DEBUG] [REMOTE    ] DHX: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:57.893152] [DEBUG] [LOCAL     ] Loaded configuration for DHX: 6 features, N/A% accuracy
[2025-12-04T20:56:57.893214] [INFO ] [LOCAL     ] DHX: Loaded 6 optimal features with 44.36% confidence from JSON config
[2025-12-04T20:56:57.893275] [DEBUG] [MAG       ] Building data for symbol: DHX with lookback: 0
[2025-12-04T20:56:57.894364] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:56:57.894428] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:57.896252] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:56:57.896804] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-04T20:56:57.899691] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-04T20:56:57.902703] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-04T20:56:57.921980] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-04T20:56:57.925136] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:57.936333] [DEBUG] [MAG       ] MSTX: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:57.940365] [DEBUG] [MAG       ] SHIP: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:57.967635] [DEBUG] [MAG       ] ZS: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:58.078638] [INFO ] [LOCAL     ] SHIP: Saved forecast.
[2025-12-04T20:56:58.078708] [INFO ] [main      ] SHIP: Signal=1 (Conf=90.0%), Magnitude=2.81% (Conf=40.8216%)
[2025-12-04T20:56:58.079058] [INFO ] [main      ] Progress: 283/970 forecasts completed (29.2%). SHIP finished in 0.7s. ETA: 1m 57s. Rate: 350.92 forecasts/min
[2025-12-04T20:56:58.079178] [INFO ] [main      ] Fetching symbol history for GAB...
[2025-12-04T20:56:58.079218] [DEBUG] [REMOTE    ] GAB: Fetching historical data.
[2025-12-04T20:56:58.086710] [INFO ] [LOCAL     ] MSTX: Saved forecast.
[2025-12-04T20:56:58.086788] [INFO ] [main      ] MSTX: Signal=1 (Conf=90.0%), Magnitude=43.12% (Conf=51.6204%)
[2025-12-04T20:56:58.087526] [INFO ] [main      ] Fetching symbol history for AMPX...
[2025-12-04T20:56:58.087594] [DEBUG] [REMOTE    ] AMPX: Fetching historical data.
[2025-12-04T20:56:58.089790] [INFO ] [main      ] Progress: 284/970 forecasts completed (29.3%). MSTX finished in 0.8s. ETA: 1m 57s. Rate: 352.08 forecasts/min
[2025-12-04T20:56:58.092961] [DEBUG] [REMOTE    ] GAB: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:58.099853] [INFO ] [LOCAL     ] ZS: Saved forecast.
[2025-12-04T20:56:58.099921] [INFO ] [main      ] ZS: Signal=1 (Conf=90.0%), Magnitude=2.73% (Conf=58.3778%)
[2025-12-04T20:56:58.100311] [INFO ] [main      ] Fetching symbol history for PSCE...
[2025-12-04T20:56:58.100361] [DEBUG] [REMOTE    ] PSCE: Fetching historical data.
[2025-12-04T20:56:58.100357] [INFO ] [main      ] Progress: 285/970 forecasts completed (29.4%). ZS finished in 0.8s. ETA: 1m 56s. Rate: 353.25 forecasts/min
[2025-12-04T20:56:58.102438] [DEBUG] [REMOTE    ] AMPX: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:58.103397] [DEBUG] [LOCAL     ] Loaded configuration for AMPX: 7 features, N/A% accuracy
[2025-12-04T20:56:58.103458] [INFO ] [LOCAL     ] AMPX: Loaded 7 optimal features with 55.49% confidence from JSON config
[2025-12-04T20:56:58.103500] [DEBUG] [MAG       ] Building data for symbol: AMPX with lookback: 0
[2025-12-04T20:56:58.104402] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-04T20:56:58.104476] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:58.106244] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:56:58.106821] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:56:58.107265] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:58.107686] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:56:58.109432] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-04T20:56:58.110763] [DEBUG] [REMOTE    ] PSCE: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:58.111542] [DEBUG] [LOCAL     ] Loaded configuration for PSCE: 4 features, N/A% accuracy
[2025-12-04T20:56:58.111616] [INFO ] [LOCAL     ] PSCE: Loaded 4 optimal features with 59.13% confidence from JSON config
[2025-12-04T20:56:58.111592] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-04T20:56:58.111650] [DEBUG] [MAG       ] Building data for symbol: PSCE with lookback: 0
[2025-12-04T20:56:58.112401] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:56:58.112458] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:58.113109] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:58.114116] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:56:58.114624] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:58.115000] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-04T20:56:58.116191] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:58.146797] [DEBUG] [LOCAL     ] Loaded configuration for GAB: 4 features, N/A% accuracy
[2025-12-04T20:56:58.146894] [INFO ] [LOCAL     ] GAB: Loaded 4 optimal features with 35.76% confidence from JSON config
[2025-12-04T20:56:58.146927] [DEBUG] [MAG       ] Building data for symbol: GAB with lookback: 0
[2025-12-04T20:56:58.148061] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:56:58.148122] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:56:58.149056] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:56:58.255684] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-04T20:56:58.257849] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-04T20:56:58.259076] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:58.274541] [DEBUG] [MAG       ] DHX: Last date is validated at 2025-12-04
[2025-12-04T20:56:58.443247] [DEBUG] [MAG       ] DHX: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:58.446753] [DEBUG] [MAG       ] PSCE: Last date is validated at 2025-12-04
[2025-12-04T20:56:58.456208] [DEBUG] [MAG       ] AMPX: Last date is validated at 2025-12-04
[2025-12-04T20:56:58.506506] [INFO ] [LOCAL     ] DHX: Saved forecast.
[2025-12-04T20:56:58.506592] [INFO ] [main      ] DHX: Signal=1 (Conf=90.0%), Magnitude=-2.88% (Conf=44.3582%)
[2025-12-04T20:56:58.506757] [INFO ] [main      ] Fetching symbol history for BSVO...
[2025-12-04T20:56:58.506799] [DEBUG] [REMOTE    ] BSVO: Fetching historical data.
[2025-12-04T20:56:58.507658] [INFO ] [main      ] Progress: 286/970 forecasts completed (29.5%). DHX finished in 0.6s. ETA: 1m 57s. Rate: 351.53 forecasts/min
[2025-12-04T20:56:58.519069] [DEBUG] [REMOTE    ] BSVO: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:58.520220] [DEBUG] [LOCAL     ] Loaded configuration for BSVO: 5 features, N/A% accuracy
[2025-12-04T20:56:58.520280] [INFO ] [LOCAL     ] BSVO: Loaded 5 optimal features with 56.58% confidence from JSON config
[2025-12-04T20:56:58.520310] [DEBUG] [MAG       ] Building data for symbol: BSVO with lookback: 0
[2025-12-04T20:56:58.521123] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:56:58.521181] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:58.522854] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:56:58.523328] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-04T20:56:58.524015] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:56:58.525008] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-04T20:56:58.526309] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:58.596772] [DEBUG] [MAG       ] GAB: Last date is validated at 2025-12-04
[2025-12-04T20:56:58.616008] [DEBUG] [MAG       ] PSCE: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:58.628590] [DEBUG] [MAG       ] AMPX: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:58.697499] [INFO ] [LOCAL     ] PSCE: Saved forecast.
[2025-12-04T20:56:58.697566] [INFO ] [main      ] PSCE: Signal=1 (Conf=90.0%), Magnitude=2.52% (Conf=59.1306%)
[2025-12-04T20:56:58.697914] [INFO ] [main      ] Fetching symbol history for NVDL...
[2025-12-04T20:56:58.697964] [DEBUG] [REMOTE    ] NVDL: Fetching historical data.
[2025-12-04T20:56:58.698662] [INFO ] [main      ] Progress: 287/970 forecasts completed (29.6%). PSCE finished in 0.6s. ETA: 1m 57s. Rate: 351.38 forecasts/min
[2025-12-04T20:56:58.705059] [INFO ] [LOCAL     ] AMPX: Saved forecast.
[2025-12-04T20:56:58.705129] [INFO ] [main      ] AMPX: Signal=1 (Conf=90.0%), Magnitude=9.51% (Conf=55.49%)
[2025-12-04T20:56:58.705500] [INFO ] [main      ] Fetching symbol history for TDF...
[2025-12-04T20:56:58.705550] [DEBUG] [REMOTE    ] TDF: Fetching historical data.
[2025-12-04T20:56:58.705623] [INFO ] [main      ] Progress: 288/970 forecasts completed (29.7%). AMPX finished in 0.6s. ETA: 1m 56s. Rate: 352.56 forecasts/min
[2025-12-04T20:56:58.708772] [DEBUG] [REMOTE    ] NVDL: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:58.714802] [DEBUG] [LOCAL     ] Loaded configuration for NVDL: 11 features, N/A% accuracy
[2025-12-04T20:56:58.714855] [INFO ] [LOCAL     ] NVDL: Loaded 11 optimal features with 55.66% confidence from JSON config
[2025-12-04T20:56:58.714887] [DEBUG] [MAG       ] Building data for symbol: NVDL with lookback: 0
[2025-12-04T20:56:58.715659] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-12-04T20:56:58.715730] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:58.717806] [DEBUG] [REMOTE    ] TDF: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:58.718719] [DEBUG] [LOCAL     ] Loaded configuration for TDF: 6 features, N/A% accuracy
[2025-12-04T20:56:58.718773] [INFO ] [LOCAL     ] TDF: Loaded 6 optimal features with 67.98% confidence from JSON config
[2025-12-04T20:56:58.718807] [DEBUG] [MAG       ] Building data for symbol: TDF with lookback: 0
[2025-12-04T20:56:58.719629] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:56:58.719690] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:58.720485] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:58.722249] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:56:58.722730] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:58.723154] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:56:58.724702] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:58.726591] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:56:58.727087] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:58.727507] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-04T20:56:58.731841] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-04T20:56:58.734284] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:58.763779] [DEBUG] [MAG       ] GAB: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:58.831180] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:56:58.832869] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-04T20:56:58.833797] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-04T20:56:58.834399] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-04T20:56:58.835073] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-04T20:56:58.852428] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-04T20:56:58.854028] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:58.858175] [DEBUG] [MAG       ] BSVO: Last date is validated at 2025-12-04
[2025-12-04T20:56:58.886434] [INFO ] [LOCAL     ] GAB: Saved forecast.
[2025-12-04T20:56:58.886501] [INFO ] [main      ] GAB: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=35.7574%)
[2025-12-04T20:56:58.886680] [INFO ] [main      ] Fetching symbol history for WY...
[2025-12-04T20:56:58.886724] [DEBUG] [REMOTE    ] WY: Fetching historical data.
[2025-12-04T20:56:58.887759] [INFO ] [main      ] Progress: 289/970 forecasts completed (29.8%). GAB finished in 0.8s. ETA: 1m 56s. Rate: 352.47 forecasts/min
[2025-12-04T20:56:58.898911] [DEBUG] [REMOTE    ] WY: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:58.899862] [DEBUG] [LOCAL     ] Loaded configuration for WY: 2 features, N/A% accuracy
[2025-12-04T20:56:58.899918] [INFO ] [LOCAL     ] WY: Loaded 2 optimal features with 59.73% confidence from JSON config
[2025-12-04T20:56:58.899949] [DEBUG] [MAG       ] Building data for symbol: WY with lookback: 0
[2025-12-04T20:56:58.900764] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:56:58.900819] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:58.905484] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-04T20:56:58.906490] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:59.024226] [DEBUG] [MAG       ] BSVO: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:59.067814] [DEBUG] [MAG       ] TDF: Last date is validated at 2025-12-04
[2025-12-04T20:56:59.090775] [INFO ] [LOCAL     ] BSVO: Saved forecast.
[2025-12-04T20:56:59.090843] [INFO ] [main      ] BSVO: Signal=1 (Conf=90.0%), Magnitude=-0.49% (Conf=56.5804%)
[2025-12-04T20:56:59.091349] [INFO ] [main      ] Fetching symbol history for FBIN...
[2025-12-04T20:56:59.091393] [DEBUG] [REMOTE    ] FBIN: Fetching historical data.
[2025-12-04T20:56:59.094175] [INFO ] [main      ] Progress: 290/970 forecasts completed (29.9%). BSVO finished in 0.6s. ETA: 1m 56s. Rate: 352.21 forecasts/min
[2025-12-04T20:56:59.107759] [DEBUG] [REMOTE    ] FBIN: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:59.108844] [DEBUG] [LOCAL     ] Loaded configuration for FBIN: 4 features, N/A% accuracy
[2025-12-04T20:56:59.108921] [INFO ] [LOCAL     ] FBIN: Loaded 4 optimal features with 58.57% confidence from JSON config
[2025-12-04T20:56:59.108968] [DEBUG] [MAG       ] Building data for symbol: FBIN with lookback: 0
[2025-12-04T20:56:59.109978] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:56:59.110044] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:59.112405] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:56:59.113253] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:59.113871] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:56:59.114854] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:59.183721] [DEBUG] [MAG       ] NVDL: Last date is validated at 2025-12-04
[2025-12-04T20:56:59.233123] [DEBUG] [MAG       ] TDF: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:59.239805] [DEBUG] [MAG       ] WY: Last date is validated at 2025-12-04
[2025-12-04T20:56:59.296209] [INFO ] [LOCAL     ] TDF: Saved forecast.
[2025-12-04T20:56:59.296281] [INFO ] [main      ] TDF: Signal=1 (Conf=90.0%), Magnitude=0.86% (Conf=67.98%)
[2025-12-04T20:56:59.296666] [INFO ] [main      ] Fetching symbol history for BOTZ...
[2025-12-04T20:56:59.296718] [DEBUG] [REMOTE    ] BOTZ: Fetching historical data.
[2025-12-04T20:56:59.298065] [INFO ] [main      ] Progress: 291/970 forecasts completed (30.0%). TDF finished in 0.6s. ETA: 1m 56s. Rate: 351.97 forecasts/min
[2025-12-04T20:56:59.308832] [DEBUG] [REMOTE    ] BOTZ: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:59.309955] [DEBUG] [LOCAL     ] Loaded configuration for BOTZ: 4 features, N/A% accuracy
[2025-12-04T20:56:59.310010] [INFO ] [LOCAL     ] BOTZ: Loaded 4 optimal features with 66.69% confidence from JSON config
[2025-12-04T20:56:59.310040] [DEBUG] [MAG       ] Building data for symbol: BOTZ with lookback: 0
[2025-12-04T20:56:59.310959] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:56:59.311019] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:59.312904] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:56:59.313437] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:59.313889] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-04T20:56:59.315275] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:59.358871] [DEBUG] [MAG       ] NVDL: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:59.408048] [DEBUG] [MAG       ] WY: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:59.457917] [DEBUG] [MAG       ] FBIN: Last date is validated at 2025-12-04
[2025-12-04T20:56:59.476076] [INFO ] [LOCAL     ] WY: Saved forecast.
[2025-12-04T20:56:59.476153] [INFO ] [main      ] WY: Signal=1 (Conf=90.0%), Magnitude=-1.47% (Conf=59.7288%)
[2025-12-04T20:56:59.476531] [INFO ] [main      ] Fetching symbol history for COLM...
[2025-12-04T20:56:59.476599] [DEBUG] [REMOTE    ] COLM: Fetching historical data.
[2025-12-04T20:56:59.476587] [INFO ] [main      ] Progress: 292/970 forecasts completed (30.1%). WY finished in 0.6s. ETA: 1m 56s. Rate: 351.92 forecasts/min
[2025-12-04T20:56:59.488311] [DEBUG] [REMOTE    ] COLM: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:59.490263] [DEBUG] [LOCAL     ] Loaded configuration for COLM: 8 features, N/A% accuracy
[2025-12-04T20:56:59.490316] [INFO ] [LOCAL     ] COLM: Loaded 8 optimal features with 54.90% confidence from JSON config
[2025-12-04T20:56:59.490347] [DEBUG] [MAG       ] Building data for symbol: COLM with lookback: 0
[2025-12-04T20:56:59.491181] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-04T20:56:59.491243] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:56:59.493767] [INFO ] [LOCAL     ] NVDL: Saved forecast.
[2025-12-04T20:56:59.493837] [INFO ] [main      ] NVDL: Signal=1 (Conf=90.0%), Magnitude=4.48% (Conf=55.6602%)
[2025-12-04T20:56:59.494213] [INFO ] [main      ] Progress: 293/970 forecasts completed (30.2%). NVDL finished in 0.8s. ETA: 1m 55s. Rate: 353.00 forecasts/min
[2025-12-04T20:56:59.494411] [INFO ] [main      ] Fetching symbol history for FIVN...
[2025-12-04T20:56:59.494457] [DEBUG] [REMOTE    ] FIVN: Fetching historical data.
[2025-12-04T20:56:59.505682] [DEBUG] [REMOTE    ] FIVN: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:59.506608] [DEBUG] [LOCAL     ] Loaded configuration for FIVN: 7 features, N/A% accuracy
[2025-12-04T20:56:59.506675] [INFO ] [LOCAL     ] FIVN: Loaded 7 optimal features with 51.55% confidence from JSON config
[2025-12-04T20:56:59.506708] [DEBUG] [MAG       ] Building data for symbol: FIVN with lookback: 0
[2025-12-04T20:56:59.507519] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-04T20:56:59.507600] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:56:59.512527] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:56:59.529141] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-04T20:56:59.530606] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:56:59.531642] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:59.533309] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:56:59.533776] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:56:59.535341] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:56:59.536352] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:56:59.537034] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:59.552275] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-04T20:56:59.553626] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:56:59.554759] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-04T20:56:59.555898] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-04T20:56:59.558686] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:56:59.560332] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:59.623051] [DEBUG] [MAG       ] FBIN: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:59.646698] [DEBUG] [MAG       ] BOTZ: Last date is validated at 2025-12-04
[2025-12-04T20:56:59.713566] [INFO ] [LOCAL     ] FBIN: Saved forecast.
[2025-12-04T20:56:59.713649] [INFO ] [main      ] FBIN: Signal=1 (Conf=90.0%), Magnitude=1.08% (Conf=58.5696%)
[2025-12-04T20:56:59.713974] [INFO ] [main      ] Fetching symbol history for MMLP...
[2025-12-04T20:56:59.714023] [DEBUG] [REMOTE    ] MMLP: Fetching historical data.
[2025-12-04T20:56:59.715660] [INFO ] [main      ] Progress: 294/970 forecasts completed (30.3%). FBIN finished in 0.6s. ETA: 1m 55s. Rate: 352.63 forecasts/min
[2025-12-04T20:56:59.725969] [DEBUG] [REMOTE    ] MMLP: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:59.726858] [DEBUG] [LOCAL     ] Loaded configuration for MMLP: 2 features, N/A% accuracy
[2025-12-04T20:56:59.726914] [INFO ] [LOCAL     ] MMLP: Loaded 2 optimal features with 52.79% confidence from JSON config
[2025-12-04T20:56:59.726946] [DEBUG] [MAG       ] Building data for symbol: MMLP with lookback: 0
[2025-12-04T20:56:59.727730] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:56:59.727785] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:56:59.728670] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-04T20:56:59.729921] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:59.810749] [DEBUG] [MAG       ] BOTZ: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:56:59.875468] [DEBUG] [MAG       ] COLM: Last date is validated at 2025-12-04
[2025-12-04T20:56:59.886066] [INFO ] [LOCAL     ] BOTZ: Saved forecast.
[2025-12-04T20:56:59.886131] [INFO ] [main      ] BOTZ: Signal=1 (Conf=90.0%), Magnitude=2.54% (Conf=66.6938%)
[2025-12-04T20:56:59.886468] [INFO ] [main      ] Fetching symbol history for APLE...
[2025-12-04T20:56:59.886518] [DEBUG] [REMOTE    ] APLE: Fetching historical data.
[2025-12-04T20:56:59.886661] [INFO ] [main      ] Progress: 295/970 forecasts completed (30.4%). BOTZ finished in 0.6s. ETA: 1m 55s. Rate: 352.63 forecasts/min
[2025-12-04T20:56:59.898058] [DEBUG] [REMOTE    ] APLE: Successfully parsed 300 rows of historical data.
[2025-12-04T20:56:59.899386] [DEBUG] [LOCAL     ] Loaded configuration for APLE: 6 features, N/A% accuracy
[2025-12-04T20:56:59.899438] [INFO ] [LOCAL     ] APLE: Loaded 6 optimal features with 45.07% confidence from JSON config
[2025-12-04T20:56:59.899470] [DEBUG] [MAG       ] Building data for symbol: APLE with lookback: 0
[2025-12-04T20:56:59.900269] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:56:59.900335] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:56:59.902047] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:56:59.902557] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:56:59.903033] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:56:59.903427] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:56:59.904209] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-04T20:56:59.908394] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:56:59.959656] [DEBUG] [MAG       ] FIVN: Last date is validated at 2025-12-04
[2025-12-04T20:57:00.053066] [DEBUG] [MAG       ] COLM: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:00.065337] [DEBUG] [MAG       ] MMLP: Last date is validated at 2025-12-04
[2025-12-04T20:57:00.129645] [DEBUG] [MAG       ] FIVN: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:00.162342] [INFO ] [LOCAL     ] COLM: Saved forecast.
[2025-12-04T20:57:00.162413] [INFO ] [main      ] COLM: Signal=1 (Conf=90.0%), Magnitude=-1.27% (Conf=54.8989%)
[2025-12-04T20:57:00.162819] [INFO ] [main      ] Fetching symbol history for PLPC...
[2025-12-04T20:57:00.162873] [DEBUG] [REMOTE    ] PLPC: Fetching historical data.
[2025-12-04T20:57:00.162843] [INFO ] [main      ] Progress: 296/970 forecasts completed (30.5%). COLM finished in 0.7s. ETA: 1m 55s. Rate: 351.89 forecasts/min
[2025-12-04T20:57:00.174284] [DEBUG] [REMOTE    ] PLPC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:00.175529] [DEBUG] [LOCAL     ] Loaded configuration for PLPC: 4 features, N/A% accuracy
[2025-12-04T20:57:00.175603] [INFO ] [LOCAL     ] PLPC: Loaded 4 optimal features with 48.35% confidence from JSON config
[2025-12-04T20:57:00.175637] [DEBUG] [MAG       ] Building data for symbol: PLPC with lookback: 0
[2025-12-04T20:57:00.176560] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:57:00.176643] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:00.181519] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:00.183285] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:57:00.183779] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:00.184209] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:00.230236] [INFO ] [LOCAL     ] FIVN: Saved forecast.
[2025-12-04T20:57:00.230304] [INFO ] [main      ] FIVN: Signal=1 (Conf=90.0%), Magnitude=1.53% (Conf=51.5473%)
[2025-12-04T20:57:00.230677] [DEBUG] [MAG       ] MMLP: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:00.230748] [INFO ] [main      ] Progress: 297/970 forecasts completed (30.6%). FIVN finished in 0.7s. ETA: 1m 55s. Rate: 352.60 forecasts/min
[2025-12-04T20:57:00.230865] [INFO ] [main      ] Fetching symbol history for FIXD...
[2025-12-04T20:57:00.230909] [DEBUG] [REMOTE    ] FIXD: Fetching historical data.
[2025-12-04T20:57:00.242071] [DEBUG] [REMOTE    ] FIXD: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:00.242959] [DEBUG] [LOCAL     ] Loaded configuration for FIXD: 4 features, N/A% accuracy
[2025-12-04T20:57:00.243010] [INFO ] [LOCAL     ] FIXD: Loaded 4 optimal features with 63.37% confidence from JSON config
[2025-12-04T20:57:00.243043] [DEBUG] [MAG       ] Building data for symbol: FIXD with lookback: 0
[2025-12-04T20:57:00.243872] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:57:00.243931] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:00.245670] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:57:00.246175] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:57:00.246969] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-04T20:57:00.249680] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:00.252931] [DEBUG] [MAG       ] APLE: Last date is validated at 2025-12-04
[2025-12-04T20:57:00.282465] [INFO ] [LOCAL     ] MMLP: Saved forecast.
[2025-12-04T20:57:00.282535] [INFO ] [main      ] MMLP: Signal=1 (Conf=90.0%), Magnitude=-0.36% (Conf=52.7941%)
[2025-12-04T20:57:00.282892] [INFO ] [main      ] Fetching symbol history for PRME...
[2025-12-04T20:57:00.282942] [DEBUG] [REMOTE    ] PRME: Fetching historical data.
[2025-12-04T20:57:00.283783] [INFO ] [main      ] Progress: 298/970 forecasts completed (30.7%). MMLP finished in 0.6s. ETA: 1m 54s. Rate: 353.42 forecasts/min
[2025-12-04T20:57:00.294522] [DEBUG] [REMOTE    ] PRME: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:00.295304] [DEBUG] [LOCAL     ] Loaded configuration for PRME: 2 features, N/A% accuracy
[2025-12-04T20:57:00.295359] [INFO ] [LOCAL     ] PRME: Loaded 2 optimal features with 57.58% confidence from JSON config
[2025-12-04T20:57:00.295391] [DEBUG] [MAG       ] Building data for symbol: PRME with lookback: 0
[2025-12-04T20:57:00.296181] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:57:00.296237] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-04T20:57:00.298900] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-04T20:57:00.299657] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:00.428895] [DEBUG] [MAG       ] APLE: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:00.495094] [INFO ] [LOCAL     ] APLE: Saved forecast.
[2025-12-04T20:57:00.495164] [INFO ] [main      ] APLE: Signal=1 (Conf=90.0%), Magnitude=-2.99% (Conf=45.0714%)
[2025-12-04T20:57:00.495532] [INFO ] [main      ] Fetching symbol history for RLI...
[2025-12-04T20:57:00.495614] [DEBUG] [REMOTE    ] RLI: Fetching historical data.
[2025-12-04T20:57:00.495659] [INFO ] [main      ] Progress: 299/970 forecasts completed (30.8%). APLE finished in 0.6s. ETA: 1m 54s. Rate: 353.13 forecasts/min
[2025-12-04T20:57:00.507782] [DEBUG] [REMOTE    ] RLI: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:00.509074] [DEBUG] [LOCAL     ] Loaded configuration for RLI: 1 features, N/A% accuracy
[2025-12-04T20:57:00.509128] [INFO ] [LOCAL     ] RLI: Loaded 1 optimal features with 55.34% confidence from JSON config
[2025-12-04T20:57:00.509161] [DEBUG] [MAG       ] Building data for symbol: RLI with lookback: 0
[2025-12-04T20:57:00.509965] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-04T20:57:00.510021] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-04T20:57:00.514482] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:00.523023] [DEBUG] [MAG       ] PLPC: Last date is validated at 2025-12-04
[2025-12-04T20:57:00.593554] [DEBUG] [MAG       ] FIXD: Last date is validated at 2025-12-04
[2025-12-04T20:57:00.632449] [DEBUG] [MAG       ] PRME: Last date is validated at 2025-12-04
[2025-12-04T20:57:00.688501] [DEBUG] [MAG       ] PLPC: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:00.756612] [DEBUG] [MAG       ] FIXD: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:00.795878] [DEBUG] [MAG       ] PRME: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:00.808164] [INFO ] [LOCAL     ] PLPC: Saved forecast.
[2025-12-04T20:57:00.808260] [INFO ] [main      ] PLPC: Signal=1 (Conf=90.0%), Magnitude=-0.38% (Conf=48.3497%)
[2025-12-04T20:57:00.808658] [INFO ] [main      ] Fetching symbol history for TRC...
[2025-12-04T20:57:00.808716] [DEBUG] [REMOTE    ] TRC: Fetching historical data.
[2025-12-04T20:57:00.809659] [INFO ] [main      ] Progress: 300/970 forecasts completed (30.9%). PLPC finished in 0.6s. ETA: 1m 54s. Rate: 352.13 forecasts/min
[2025-12-04T20:57:00.814192] [INFO ] [LOCAL     ] FIXD: Saved forecast.
[2025-12-04T20:57:00.814256] [INFO ] [main      ] FIXD: Signal=1 (Conf=90.0%), Magnitude=0.39% (Conf=63.3698%)
[2025-12-04T20:57:00.814611] [INFO ] [main      ] Fetching symbol history for GHRS...
[2025-12-04T20:57:00.814622] [INFO ] [main      ] Progress: 301/970 forecasts completed (31.0%). FIXD finished in 0.6s. ETA: 1m 54s. Rate: 353.27 forecasts/min
[2025-12-04T20:57:00.814661] [DEBUG] [REMOTE    ] GHRS: Fetching historical data.
[2025-12-04T20:57:00.820556] [DEBUG] [REMOTE    ] TRC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:00.821869] [DEBUG] [LOCAL     ] Loaded configuration for TRC: 7 features, N/A% accuracy
[2025-12-04T20:57:00.821926] [INFO ] [LOCAL     ] TRC: Loaded 7 optimal features with 64.29% confidence from JSON config
[2025-12-04T20:57:00.821960] [DEBUG] [MAG       ] Building data for symbol: TRC with lookback: 0
[2025-12-04T20:57:00.822769] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-04T20:57:00.823157] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:00.824895] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:00.825409] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:00.825827] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-04T20:57:00.826824] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-04T20:57:00.827446] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-04T20:57:00.827948] [DEBUG] [REMOTE    ] GHRS: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:00.828705] [DEBUG] [LOCAL     ] Loaded configuration for GHRS: 4 features, N/A% accuracy
[2025-12-04T20:57:00.828783] [INFO ] [LOCAL     ] GHRS: Loaded 4 optimal features with 50.86% confidence from JSON config
[2025-12-04T20:57:00.828815] [DEBUG] [MAG       ] Building data for symbol: GHRS with lookback: 0
[2025-12-04T20:57:00.829471] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-04T20:57:00.831880] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:57:00.831938] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:57:00.832270] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:00.832682] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:57:00.834229] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-04T20:57:00.835209] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-04T20:57:00.836950] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:00.857191] [INFO ] [LOCAL     ] PRME: Saved forecast.
[2025-12-04T20:57:00.857257] [INFO ] [main      ] PRME: Signal=1 (Conf=90.0%), Magnitude=18.67% (Conf=57.584%)
[2025-12-04T20:57:00.857410] [INFO ] [main      ] Fetching symbol history for WNEB...
[2025-12-04T20:57:00.857452] [DEBUG] [REMOTE    ] WNEB: Fetching historical data.
[2025-12-04T20:57:00.858784] [INFO ] [main      ] Progress: 302/970 forecasts completed (31.1%). PRME finished in 0.6s. ETA: 1m 53s. Rate: 354.14 forecasts/min
[2025-12-04T20:57:00.859878] [DEBUG] [MAG       ] RLI: Last date is validated at 2025-12-04
[2025-12-04T20:57:00.868477] [DEBUG] [REMOTE    ] WNEB: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:00.869276] [DEBUG] [LOCAL     ] Loaded configuration for WNEB: 4 features, N/A% accuracy
[2025-12-04T20:57:00.869331] [INFO ] [LOCAL     ] WNEB: Loaded 4 optimal features with 43.15% confidence from JSON config
[2025-12-04T20:57:00.869374] [DEBUG] [MAG       ] Building data for symbol: WNEB with lookback: 0
[2025-12-04T20:57:00.870183] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:57:00.870241] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:00.871960] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:57:00.872442] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:00.872884] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:57:00.873644] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:01.106649] [DEBUG] [MAG       ] RLI: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:01.165934] [DEBUG] [MAG       ] TRC: Last date is validated at 2025-12-04
[2025-12-04T20:57:01.201542] [DEBUG] [MAG       ] GHRS: Last date is validated at 2025-12-04
[2025-12-04T20:57:01.239510] [INFO ] [LOCAL     ] RLI: Saved forecast.
[2025-12-04T20:57:01.239598] [INFO ] [main      ] RLI: Signal=1 (Conf=90.0%), Magnitude=1.21% (Conf=55.3425%)
[2025-12-04T20:57:01.239931] [INFO ] [main      ] Progress: 303/970 forecasts completed (31.2%). RLI finished in 0.7s. ETA: 1m 53s. Rate: 352.68 forecasts/min
[2025-12-04T20:57:01.240049] [INFO ] [main      ] Fetching symbol history for SSNC...
[2025-12-04T20:57:01.240091] [DEBUG] [REMOTE    ] SSNC: Fetching historical data.
[2025-12-04T20:57:01.251207] [DEBUG] [REMOTE    ] SSNC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:01.254637] [DEBUG] [LOCAL     ] Loaded configuration for SSNC: 8 features, N/A% accuracy
[2025-12-04T20:57:01.254696] [INFO ] [LOCAL     ] SSNC: Loaded 8 optimal features with 55.50% confidence from JSON config
[2025-12-04T20:57:01.254729] [DEBUG] [MAG       ] Building data for symbol: SSNC with lookback: 0
[2025-12-04T20:57:01.255508] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-04T20:57:01.255568] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:01.263332] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:57:01.267314] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:57:01.272815] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:57:01.274425] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-04T20:57:01.275411] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-04T20:57:01.279073] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-04T20:57:01.279759] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:57:01.280721] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:01.323964] [DEBUG] [MAG       ] WNEB: Last date is validated at 2025-12-04
[2025-12-04T20:57:01.379400] [DEBUG] [MAG       ] TRC: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:01.451233] [INFO ] [LOCAL     ] TRC: Saved forecast.
[2025-12-04T20:57:01.451304] [INFO ] [main      ] TRC: Signal=1 (Conf=90.0%), Magnitude=1.06% (Conf=64.291%)
[2025-12-04T20:57:01.451467] [INFO ] [main      ] Fetching symbol history for WB...
[2025-12-04T20:57:01.451512] [DEBUG] [REMOTE    ] WB: Fetching historical data.
[2025-12-04T20:57:01.453063] [INFO ] [main      ] Progress: 304/970 forecasts completed (31.3%). TRC finished in 0.6s. ETA: 1m 53s. Rate: 352.39 forecasts/min
[2025-12-04T20:57:01.472919] [DEBUG] [REMOTE    ] WB: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:01.473804] [DEBUG] [LOCAL     ] Loaded configuration for WB: 5 features, N/A% accuracy
[2025-12-04T20:57:01.473855] [INFO ] [LOCAL     ] WB: Loaded 5 optimal features with 61.34% confidence from JSON config
[2025-12-04T20:57:01.473886] [DEBUG] [MAG       ] Building data for symbol: WB with lookback: 0
[2025-12-04T20:57:01.476695] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:57:01.476764] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:01.478493] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:57:01.479036] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:57:01.483010] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-04T20:57:01.484632] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-04T20:57:01.488795] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:01.503397] [DEBUG] [MAG       ] WNEB: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:01.540911] [DEBUG] [MAG       ] GHRS: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:01.563055] [INFO ] [LOCAL     ] WNEB: Saved forecast.
[2025-12-04T20:57:01.563133] [INFO ] [main      ] WNEB: Signal=1 (Conf=90.0%), Magnitude=0.84% (Conf=43.1452%)
[2025-12-04T20:57:01.563480] [INFO ] [main      ] Fetching symbol history for SMFG...
[2025-12-04T20:57:01.563528] [DEBUG] [REMOTE    ] SMFG: Fetching historical data.
[2025-12-04T20:57:01.563666] [INFO ] [main      ] Progress: 305/970 forecasts completed (31.4%). WNEB finished in 0.7s. ETA: 1m 53s. Rate: 352.79 forecasts/min
[2025-12-04T20:57:01.585748] [DEBUG] [REMOTE    ] SMFG: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:01.586733] [DEBUG] [LOCAL     ] Loaded configuration for SMFG: 10 features, N/A% accuracy
[2025-12-04T20:57:01.586786] [INFO ] [LOCAL     ] SMFG: Loaded 10 optimal features with 48.64% confidence from JSON config
[2025-12-04T20:57:01.586817] [DEBUG] [MAG       ] Building data for symbol: SMFG with lookback: 0
[2025-12-04T20:57:01.587566] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-04T20:57:01.587650] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:01.595427] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:01.600229] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:01.600742] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:01.601116] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:57:01.604855] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:57:01.605672] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:57:01.641748] [INFO ] [LOCAL     ] GHRS: Saved forecast.
[2025-12-04T20:57:01.641816] [INFO ] [main      ] GHRS: Signal=1 (Conf=90.0%), Magnitude=10.75% (Conf=50.8551%)
[2025-12-04T20:57:01.642190] [INFO ] [main      ] Progress: 306/970 forecasts completed (31.5%). GHRS finished in 0.8s. ETA: 1m 53s. Rate: 353.42 forecasts/min
[2025-12-04T20:57:01.642392] [INFO ] [main      ] Fetching symbol history for VBF...
[2025-12-04T20:57:01.642446] [DEBUG] [REMOTE    ] VBF: Fetching historical data.
[2025-12-04T20:57:01.654749] [DEBUG] [REMOTE    ] VBF: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:01.658609] [DEBUG] [LOCAL     ] Loaded configuration for VBF: 6 features, N/A% accuracy
[2025-12-04T20:57:01.658665] [INFO ] [LOCAL     ] VBF: Loaded 6 optimal features with 50.94% confidence from JSON config
[2025-12-04T20:57:01.658698] [DEBUG] [MAG       ] Building data for symbol: VBF with lookback: 0
[2025-12-04T20:57:01.659500] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:57:01.659596] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:01.667482] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:57:01.672338] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-04T20:57:01.677967] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-04T20:57:01.678817] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-04T20:57:01.679522] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:01.735719] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-04T20:57:01.753679] [DEBUG] [MAG       ] SSNC: Last date is validated at 2025-12-04
[2025-12-04T20:57:01.785120] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-04T20:57:01.880678] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-04T20:57:01.893367] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-04T20:57:01.894274] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:01.929863] [DEBUG] [MAG       ] SSNC: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:01.939856] [DEBUG] [MAG       ] WB: Last date is validated at 2025-12-04
[2025-12-04T20:57:02.030422] [INFO ] [LOCAL     ] SSNC: Saved forecast.
[2025-12-04T20:57:02.030493] [INFO ] [main      ] SSNC: Signal=1 (Conf=90.0%), Magnitude=1.24% (Conf=55.4964%)
[2025-12-04T20:57:02.030675] [INFO ] [main      ] Fetching symbol history for FTGS...
[2025-12-04T20:57:02.030722] [DEBUG] [REMOTE    ] FTGS: Fetching historical data.
[2025-12-04T20:57:02.031807] [INFO ] [main      ] Progress: 307/970 forecasts completed (31.6%). SSNC finished in 0.8s. ETA: 1m 53s. Rate: 351.93 forecasts/min
[2025-12-04T20:57:02.043246] [DEBUG] [REMOTE    ] FTGS: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:02.044199] [DEBUG] [LOCAL     ] Loaded configuration for FTGS: 6 features, N/A% accuracy
[2025-12-04T20:57:02.044255] [INFO ] [LOCAL     ] FTGS: Loaded 6 optimal features with 51.32% confidence from JSON config
[2025-12-04T20:57:02.044288] [DEBUG] [MAG       ] Building data for symbol: FTGS with lookback: 0
[2025-12-04T20:57:02.045141] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:57:02.045205] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:02.050137] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:02.052039] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:57:02.052654] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:57:02.055779] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-04T20:57:02.057853] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-04T20:57:02.076341] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:02.085737] [DEBUG] [MAG       ] SMFG: Last date is validated at 2025-12-04
[2025-12-04T20:57:02.121940] [DEBUG] [MAG       ] WB: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:02.259117] [DEBUG] [MAG       ] SMFG: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:02.261611] [INFO ] [LOCAL     ] WB: Saved forecast.
[2025-12-04T20:57:02.261705] [INFO ] [main      ] WB: Signal=1 (Conf=90.0%), Magnitude=-0.72% (Conf=61.3405%)
[2025-12-04T20:57:02.262198] [INFO ] [main      ] Fetching symbol history for BLZE...
[2025-12-04T20:57:02.262253] [DEBUG] [REMOTE    ] BLZE: Fetching historical data.
[2025-12-04T20:57:02.262705] [INFO ] [main      ] Progress: 308/970 forecasts completed (31.8%). WB finished in 0.8s. ETA: 1m 53s. Rate: 351.53 forecasts/min
[2025-12-04T20:57:02.276698] [DEBUG] [REMOTE    ] BLZE: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:02.277970] [DEBUG] [LOCAL     ] Loaded configuration for BLZE: 4 features, N/A% accuracy
[2025-12-04T20:57:02.278027] [INFO ] [LOCAL     ] BLZE: Loaded 4 optimal features with 51.72% confidence from JSON config
[2025-12-04T20:57:02.278060] [DEBUG] [MAG       ] Building data for symbol: BLZE with lookback: 0
[2025-12-04T20:57:02.279004] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:57:02.279063] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:02.284207] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-04T20:57:02.284986] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-04T20:57:02.285712] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-04T20:57:02.288178] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:02.317091] [DEBUG] [MAG       ] VBF: Last date is validated at 2025-12-04
[2025-12-04T20:57:02.338143] [INFO ] [LOCAL     ] SMFG: Saved forecast.
[2025-12-04T20:57:02.338212] [INFO ] [main      ] SMFG: Signal=1 (Conf=90.0%), Magnitude=-0.08% (Conf=48.6359%)
[2025-12-04T20:57:02.338404] [INFO ] [main      ] Fetching symbol history for STKL...
[2025-12-04T20:57:02.338447] [DEBUG] [REMOTE    ] STKL: Fetching historical data.
[2025-12-04T20:57:02.339326] [INFO ] [main      ] Progress: 309/970 forecasts completed (31.9%). SMFG finished in 0.8s. ETA: 1m 53s. Rate: 352.16 forecasts/min
[2025-12-04T20:57:02.350208] [DEBUG] [REMOTE    ] STKL: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:02.351357] [DEBUG] [LOCAL     ] Loaded configuration for STKL: 8 features, N/A% accuracy
[2025-12-04T20:57:02.351408] [INFO ] [LOCAL     ] STKL: Loaded 8 optimal features with 52.91% confidence from JSON config
[2025-12-04T20:57:02.351439] [DEBUG] [MAG       ] Building data for symbol: STKL with lookback: 0
[2025-12-04T20:57:02.352257] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-04T20:57:02.352316] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:02.357067] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:02.358861] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:02.359319] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:02.359713] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:57:02.411551] [DEBUG] [MAG       ] FTGS: Last date is validated at 2025-12-04
[2025-12-04T20:57:02.471974] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:57:02.474138] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-04T20:57:02.486154] [DEBUG] [MAG       ] VBF: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:02.529633] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-04T20:57:02.545945] [INFO ] [LOCAL     ] VBF: Saved forecast.
[2025-12-04T20:57:02.546018] [INFO ] [main      ] VBF: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=50.9413%)
[2025-12-04T20:57:02.546190] [INFO ] [main      ] Fetching symbol history for TBI...
[2025-12-04T20:57:02.546234] [DEBUG] [REMOTE    ] TBI: Fetching historical data.
[2025-12-04T20:57:02.547117] [INFO ] [main      ] Progress: 310/970 forecasts completed (32.0%). VBF finished in 0.9s. ETA: 1m 53s. Rate: 351.91 forecasts/min
[2025-12-04T20:57:02.557496] [DEBUG] [REMOTE    ] TBI: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:02.558701] [DEBUG] [LOCAL     ] Loaded configuration for TBI: 0 features, N/A% accuracy
[2025-12-04T20:57:02.558755] [INFO ] [LOCAL     ] TBI: Loaded 0 optimal features with 56.92% confidence from JSON config
[2025-12-04T20:57:02.558786] [DEBUG] [MAG       ] Building data for symbol: TBI with lookback: 0
[2025-12-04T20:57:02.559637] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-04T20:57:02.583717] [DEBUG] [MAG       ] FTGS: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:02.616712] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:02.652907] [DEBUG] [MAG       ] BLZE: Last date is validated at 2025-12-04
[2025-12-04T20:57:02.663335] [INFO ] [LOCAL     ] FTGS: Saved forecast.
[2025-12-04T20:57:02.663403] [INFO ] [main      ] FTGS: Signal=1 (Conf=90.0%), Magnitude=0.72% (Conf=51.3219%)
[2025-12-04T20:57:02.663763] [INFO ] [main      ] Fetching symbol history for JLL...
[2025-12-04T20:57:02.663814] [DEBUG] [REMOTE    ] JLL: Fetching historical data.
[2025-12-04T20:57:02.664611] [INFO ] [main      ] Progress: 311/970 forecasts completed (32.1%). FTGS finished in 0.6s. ETA: 1m 52s. Rate: 352.26 forecasts/min
[2025-12-04T20:57:02.675308] [DEBUG] [REMOTE    ] JLL: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:02.676412] [DEBUG] [LOCAL     ] Loaded configuration for JLL: 3 features, N/A% accuracy
[2025-12-04T20:57:02.676463] [INFO ] [LOCAL     ] JLL: Loaded 3 optimal features with 45.30% confidence from JSON config
[2025-12-04T20:57:02.676494] [DEBUG] [MAG       ] Building data for symbol: JLL with lookback: 0
[2025-12-04T20:57:02.677329] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:57:02.677387] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:02.682229] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:57:02.683081] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-04T20:57:02.685719] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:02.828850] [DEBUG] [MAG       ] BLZE: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:02.901252] [INFO ] [LOCAL     ] BLZE: Saved forecast.
[2025-12-04T20:57:02.901321] [INFO ] [main      ] BLZE: Signal=1 (Conf=90.0%), Magnitude=10.53% (Conf=51.7215%)
[2025-12-04T20:57:02.901718] [INFO ] [main      ] Fetching symbol history for NCLH...
[2025-12-04T20:57:02.901772] [DEBUG] [REMOTE    ] NCLH: Fetching historical data.
[2025-12-04T20:57:02.903650] [INFO ] [main      ] Progress: 312/970 forecasts completed (32.2%). BLZE finished in 0.6s. ETA: 1m 52s. Rate: 351.80 forecasts/min
[2025-12-04T20:57:02.905967] [DEBUG] [MAG       ] TBI: Last date is validated at 2025-12-04
[2025-12-04T20:57:02.914171] [DEBUG] [REMOTE    ] NCLH: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:02.915235] [DEBUG] [LOCAL     ] Loaded configuration for NCLH: 10 features, N/A% accuracy
[2025-12-04T20:57:02.915292] [INFO ] [LOCAL     ] NCLH: Loaded 10 optimal features with 46.17% confidence from JSON config
[2025-12-04T20:57:02.915326] [DEBUG] [MAG       ] Building data for symbol: NCLH with lookback: 0
[2025-12-04T20:57:02.916163] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-04T20:57:02.916227] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:02.918066] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:02.918651] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:02.919059] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-04T20:57:02.919922] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-04T20:57:02.920672] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:57:02.921125] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:57:02.922266] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:57:02.923948] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:57:02.924968] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:57:02.925665] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:02.961313] [DEBUG] [MAG       ] STKL: Last date is validated at 2025-12-04
[2025-12-04T20:57:03.024521] [DEBUG] [MAG       ] JLL: Last date is validated at 2025-12-04
[2025-12-04T20:57:03.087537] [DEBUG] [MAG       ] TBI: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:03.133068] [DEBUG] [MAG       ] STKL: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:03.146320] [INFO ] [LOCAL     ] TBI: Saved forecast.
[2025-12-04T20:57:03.146388] [INFO ] [main      ] TBI: Signal=1 (Conf=90.0%), Magnitude=-3.85% (Conf=56.916%)
[2025-12-04T20:57:03.146772] [INFO ] [main      ] Fetching symbol history for FCF...
[2025-12-04T20:57:03.146823] [DEBUG] [REMOTE    ] FCF: Fetching historical data.
[2025-12-04T20:57:03.147660] [INFO ] [main      ] Progress: 313/970 forecasts completed (32.3%). TBI finished in 0.6s. ETA: 1m 52s. Rate: 351.32 forecasts/min
[2025-12-04T20:57:03.158115] [DEBUG] [REMOTE    ] FCF: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:03.159071] [DEBUG] [LOCAL     ] Loaded configuration for FCF: 5 features, N/A% accuracy
[2025-12-04T20:57:03.159123] [INFO ] [LOCAL     ] FCF: Loaded 5 optimal features with 57.25% confidence from JSON config
[2025-12-04T20:57:03.159157] [DEBUG] [MAG       ] Building data for symbol: FCF with lookback: 0
[2025-12-04T20:57:03.159991] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:57:03.160050] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:03.164964] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:03.166834] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:57:03.167339] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:57:03.187998] [DEBUG] [MAG       ] JLL: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:03.198759] [INFO ] [LOCAL     ] STKL: Saved forecast.
[2025-12-04T20:57:03.198827] [INFO ] [main      ] STKL: Signal=1 (Conf=90.0%), Magnitude=7.33% (Conf=52.909%)
[2025-12-04T20:57:03.198985] [INFO ] [main      ] Fetching symbol history for MBWM...
[2025-12-04T20:57:03.199026] [DEBUG] [REMOTE    ] MBWM: Fetching historical data.
[2025-12-04T20:57:03.201642] [INFO ] [main      ] Progress: 314/970 forecasts completed (32.4%). STKL finished in 0.9s. ETA: 1m 52s. Rate: 352.09 forecasts/min
[2025-12-04T20:57:03.207649] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-04T20:57:03.208431] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:03.210625] [DEBUG] [REMOTE    ] MBWM: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:03.211649] [DEBUG] [LOCAL     ] Loaded configuration for MBWM: 0 features, N/A% accuracy
[2025-12-04T20:57:03.211702] [INFO ] [LOCAL     ] MBWM: Loaded 0 optimal features with 46.87% confidence from JSON config
[2025-12-04T20:57:03.211732] [DEBUG] [MAG       ] Building data for symbol: MBWM with lookback: 0
[2025-12-04T20:57:03.212641] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-04T20:57:03.273240] [DEBUG] [MAG       ] NCLH: Last date is validated at 2025-12-04
[2025-12-04T20:57:03.324523] [INFO ] [LOCAL     ] JLL: Saved forecast.
[2025-12-04T20:57:03.324610] [INFO ] [main      ] JLL: Signal=1 (Conf=90.0%), Magnitude=0.20% (Conf=45.2981%)
[2025-12-04T20:57:03.324961] [INFO ] [main      ] Progress: 315/970 forecasts completed (32.5%). JLL finished in 0.7s. ETA: 1m 52s. Rate: 352.40 forecasts/min
[2025-12-04T20:57:03.325082] [INFO ] [main      ] Fetching symbol history for SPOK...
[2025-12-04T20:57:03.325125] [DEBUG] [REMOTE    ] SPOK: Fetching historical data.
[2025-12-04T20:57:03.336940] [DEBUG] [REMOTE    ] SPOK: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:03.338108] [DEBUG] [LOCAL     ] Loaded configuration for SPOK: 7 features, N/A% accuracy
[2025-12-04T20:57:03.338161] [INFO ] [LOCAL     ] SPOK: Loaded 7 optimal features with 51.15% confidence from JSON config
[2025-12-04T20:57:03.338192] [DEBUG] [MAG       ] Building data for symbol: SPOK with lookback: 0
[2025-12-04T20:57:03.339042] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-04T20:57:03.339103] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:03.343929] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:03.345894] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:57:03.346383] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:57:03.347150] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:57:03.444743] [DEBUG] [MAG       ] NCLH: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:03.456361] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-04T20:57:03.457809] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-04T20:57:03.459838] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:03.529969] [INFO ] [LOCAL     ] NCLH: Saved forecast.
[2025-12-04T20:57:03.530036] [INFO ] [main      ] NCLH: Signal=1 (Conf=90.0%), Magnitude=-1.48% (Conf=46.1699%)
[2025-12-04T20:57:03.530480] [INFO ] [main      ] Fetching symbol history for LECO...
[2025-12-04T20:57:03.530531] [DEBUG] [REMOTE    ] LECO: Fetching historical data.
[2025-12-04T20:57:03.530683] [INFO ] [main      ] Progress: 316/970 forecasts completed (32.6%). NCLH finished in 0.6s. ETA: 1m 51s. Rate: 352.16 forecasts/min
[2025-12-04T20:57:03.542883] [DEBUG] [REMOTE    ] LECO: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:03.543775] [DEBUG] [LOCAL     ] Loaded configuration for LECO: 3 features, N/A% accuracy
[2025-12-04T20:57:03.543826] [INFO ] [LOCAL     ] LECO: Loaded 3 optimal features with 59.97% confidence from JSON config
[2025-12-04T20:57:03.543855] [DEBUG] [MAG       ] Building data for symbol: LECO with lookback: 0
[2025-12-04T20:57:03.544671] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:57:03.544731] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:03.548468] [DEBUG] [MAG       ] FCF: Last date is validated at 2025-12-04
[2025-12-04T20:57:03.549529] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-04T20:57:03.550602] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-04T20:57:03.551262] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:03.569815] [DEBUG] [MAG       ] MBWM: Last date is validated at 2025-12-04
[2025-12-04T20:57:03.715486] [DEBUG] [MAG       ] FCF: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:03.748064] [DEBUG] [MAG       ] MBWM: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:03.783023] [INFO ] [LOCAL     ] FCF: Saved forecast.
[2025-12-04T20:57:03.783090] [INFO ] [main      ] FCF: Signal=1 (Conf=90.0%), Magnitude=1.04% (Conf=57.251%)
[2025-12-04T20:57:03.783456] [INFO ] [main      ] Fetching symbol history for CPIX...
[2025-12-04T20:57:03.783508] [DEBUG] [REMOTE    ] CPIX: Fetching historical data.
[2025-12-04T20:57:03.783493] [INFO ] [main      ] Progress: 317/970 forecasts completed (32.7%). FCF finished in 0.6s. ETA: 1m 51s. Rate: 351.63 forecasts/min
[2025-12-04T20:57:03.794095] [DEBUG] [REMOTE    ] CPIX: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:03.795733] [DEBUG] [LOCAL     ] Loaded configuration for CPIX: 1 features, N/A% accuracy
[2025-12-04T20:57:03.795783] [INFO ] [LOCAL     ] CPIX: Loaded 1 optimal features with 47.38% confidence from JSON config
[2025-12-04T20:57:03.795814] [DEBUG] [MAG       ] Building data for symbol: CPIX with lookback: 0
[2025-12-04T20:57:03.795934] [DEBUG] [MAG       ] SPOK: Last date is validated at 2025-12-04
[2025-12-04T20:57:03.796737] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-04T20:57:03.796794] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-04T20:57:03.797783] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:03.827286] [INFO ] [LOCAL     ] MBWM: Saved forecast.
[2025-12-04T20:57:03.827351] [INFO ] [main      ] MBWM: Signal=1 (Conf=90.0%), Magnitude=-1.34% (Conf=46.8737%)
[2025-12-04T20:57:03.827686] [INFO ] [main      ] Fetching symbol history for BROS...
[2025-12-04T20:57:03.827734] [DEBUG] [REMOTE    ] BROS: Fetching historical data.
[2025-12-04T20:57:03.828603] [INFO ] [main      ] Progress: 318/970 forecasts completed (32.8%). MBWM finished in 0.6s. ETA: 1m 51s. Rate: 352.44 forecasts/min
[2025-12-04T20:57:03.839463] [DEBUG] [REMOTE    ] BROS: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:03.840632] [DEBUG] [LOCAL     ] Loaded configuration for BROS: 10 features, N/A% accuracy
[2025-12-04T20:57:03.840707] [INFO ] [LOCAL     ] BROS: Loaded 10 optimal features with 51.07% confidence from JSON config
[2025-12-04T20:57:03.840747] [DEBUG] [MAG       ] Building data for symbol: BROS with lookback: 0
[2025-12-04T20:57:03.841592] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-04T20:57:03.841655] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:03.846567] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:57:03.847673] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:03.849457] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:57:03.849983] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:57:03.851034] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:57:03.852666] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:57:03.853366] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-04T20:57:03.854107] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:57:03.855189] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-04T20:57:03.861039] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:03.893709] [DEBUG] [MAG       ] LECO: Last date is validated at 2025-12-04
[2025-12-04T20:57:03.961793] [DEBUG] [MAG       ] SPOK: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:04.034758] [INFO ] [LOCAL     ] SPOK: Saved forecast.
[2025-12-04T20:57:04.034825] [INFO ] [main      ] SPOK: Signal=1 (Conf=90.0%), Magnitude=-0.64% (Conf=51.1477%)
[2025-12-04T20:57:04.035469] [INFO ] [main      ] Fetching symbol history for CMSA...
[2025-12-04T20:57:04.035519] [DEBUG] [REMOTE    ] CMSA: Fetching historical data.
[2025-12-04T20:57:04.035663] [INFO ] [main      ] Progress: 319/970 forecasts completed (32.9%). SPOK finished in 0.7s. ETA: 1m 51s. Rate: 352.20 forecasts/min
[2025-12-04T20:57:04.048032] [DEBUG] [REMOTE    ] CMSA: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:04.049018] [DEBUG] [LOCAL     ] Loaded configuration for CMSA: 7 features, N/A% accuracy
[2025-12-04T20:57:04.049070] [INFO ] [LOCAL     ] CMSA: Loaded 7 optimal features with 53.63% confidence from JSON config
[2025-12-04T20:57:04.049102] [DEBUG] [MAG       ] Building data for symbol: CMSA with lookback: 0
[2025-12-04T20:57:04.049962] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-04T20:57:04.050022] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:04.054847] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:04.056650] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:04.057129] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:57:04.057590] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:04.057991] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:57:04.060536] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:57:04.064968] [DEBUG] [MAG       ] LECO: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:04.098503] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:04.127970] [DEBUG] [MAG       ] CPIX: Last date is validated at 2025-12-04
[2025-12-04T20:57:04.180907] [INFO ] [LOCAL     ] LECO: Saved forecast.
[2025-12-04T20:57:04.180976] [INFO ] [main      ] LECO: Signal=1 (Conf=90.0%), Magnitude=-0.63% (Conf=59.9704%)
[2025-12-04T20:57:04.181330] [INFO ] [main      ] Fetching symbol history for NATH...
[2025-12-04T20:57:04.181380] [DEBUG] [REMOTE    ] NATH: Fetching historical data.
[2025-12-04T20:57:04.182183] [INFO ] [main      ] Progress: 320/970 forecasts completed (33.0%). LECO finished in 0.7s. ETA: 1m 51s. Rate: 352.36 forecasts/min
[2025-12-04T20:57:04.192545] [DEBUG] [REMOTE    ] NATH: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:04.201052] [DEBUG] [LOCAL     ] Loaded configuration for NATH: 3 features, N/A% accuracy
[2025-12-04T20:57:04.201106] [INFO ] [LOCAL     ] NATH: Loaded 3 optimal features with 58.58% confidence from JSON config
[2025-12-04T20:57:04.201137] [DEBUG] [MAG       ] Building data for symbol: NATH with lookback: 0
[2025-12-04T20:57:04.201930] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:57:04.201986] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:57:04.203948] [DEBUG] [MAG       ] BROS: Last date is validated at 2025-12-04
[2025-12-04T20:57:04.292567] [DEBUG] [MAG       ] CPIX: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:04.307829] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-04T20:57:04.308752] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-04T20:57:04.355983] [INFO ] [LOCAL     ] CPIX: Saved forecast.
[2025-12-04T20:57:04.356053] [INFO ] [main      ] CPIX: Signal=1 (Conf=90.0%), Magnitude=-3.15% (Conf=47.3769%)
[2025-12-04T20:57:04.356217] [INFO ] [main      ] Fetching symbol history for YSG...
[2025-12-04T20:57:04.356261] [DEBUG] [REMOTE    ] YSG: Fetching historical data.
[2025-12-04T20:57:04.356867] [INFO ] [main      ] Progress: 321/970 forecasts completed (33.1%). CPIX finished in 0.6s. ETA: 1m 51s. Rate: 352.33 forecasts/min
[2025-12-04T20:57:04.367269] [DEBUG] [REMOTE    ] YSG: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:04.368453] [DEBUG] [LOCAL     ] Loaded configuration for YSG: 10 features, N/A% accuracy
[2025-12-04T20:57:04.368507] [INFO ] [LOCAL     ] YSG: Loaded 10 optimal features with 53.64% confidence from JSON config
[2025-12-04T20:57:04.368540] [DEBUG] [MAG       ] Building data for symbol: YSG with lookback: 0
[2025-12-04T20:57:04.369430] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-04T20:57:04.369494] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:04.374631] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:04.376411] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:04.376913] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:04.377327] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-04T20:57:04.379392] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:57:04.379859] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:57:04.380880] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:57:04.381691] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:04.382532] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:57:04.383600] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:57:04.384253] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:04.384308] [DEBUG] [MAG       ] BROS: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:04.446789] [DEBUG] [MAG       ] CMSA: Last date is validated at 2025-12-04
[2025-12-04T20:57:04.503859] [INFO ] [LOCAL     ] BROS: Saved forecast.
[2025-12-04T20:57:04.503936] [INFO ] [main      ] BROS: Signal=1 (Conf=90.0%), Magnitude=2.20% (Conf=51.0686%)
[2025-12-04T20:57:04.504095] [INFO ] [main      ] Fetching symbol history for MRX...
[2025-12-04T20:57:04.504138] [DEBUG] [REMOTE    ] MRX: Fetching historical data.
[2025-12-04T20:57:04.504851] [INFO ] [main      ] Progress: 322/970 forecasts completed (33.2%). BROS finished in 0.7s. ETA: 1m 50s. Rate: 352.47 forecasts/min
[2025-12-04T20:57:04.516425] [DEBUG] [REMOTE    ] MRX: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:04.517926] [DEBUG] [LOCAL     ] Loaded configuration for MRX: 1 features, N/A% accuracy
[2025-12-04T20:57:04.517984] [INFO ] [LOCAL     ] MRX: Loaded 1 optimal features with 62.06% confidence from JSON config
[2025-12-04T20:57:04.518016] [DEBUG] [MAG       ] Building data for symbol: MRX with lookback: 0
[2025-12-04T20:57:04.518854] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-04T20:57:04.518912] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:57:04.519803] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:04.612099] [DEBUG] [MAG       ] CMSA: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:04.678117] [INFO ] [LOCAL     ] CMSA: Saved forecast.
[2025-12-04T20:57:04.678190] [INFO ] [main      ] CMSA: Signal=1 (Conf=90.0%), Magnitude=-0.28% (Conf=53.6327%)
[2025-12-04T20:57:04.678557] [INFO ] [main      ] Fetching symbol history for DOCN...
[2025-12-04T20:57:04.678623] [DEBUG] [REMOTE    ] DOCN: Fetching historical data.
[2025-12-04T20:57:04.678652] [INFO ] [main      ] Progress: 323/970 forecasts completed (33.3%). CMSA finished in 0.6s. ETA: 1m 50s. Rate: 352.45 forecasts/min
[2025-12-04T20:57:04.690373] [DEBUG] [REMOTE    ] DOCN: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:04.691334] [DEBUG] [LOCAL     ] Loaded configuration for DOCN: 6 features, N/A% accuracy
[2025-12-04T20:57:04.691383] [INFO ] [LOCAL     ] DOCN: Loaded 6 optimal features with 46.68% confidence from JSON config
[2025-12-04T20:57:04.691415] [DEBUG] [MAG       ] Building data for symbol: DOCN with lookback: 0
[2025-12-04T20:57:04.692202] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:57:04.692271] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:04.694104] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:57:04.694667] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:57:04.695706] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:57:04.697281] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:57:04.698285] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:57:04.698961] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:04.718565] [DEBUG] [MAG       ] NATH: Last date is validated at 2025-12-04
[2025-12-04T20:57:04.722939] [DEBUG] [MAG       ] YSG: Last date is validated at 2025-12-04
[2025-12-04T20:57:04.860250] [DEBUG] [MAG       ] MRX: Last date is validated at 2025-12-04
[2025-12-04T20:57:04.882430] [DEBUG] [MAG       ] NATH: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:04.892716] [DEBUG] [MAG       ] YSG: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:04.966427] [INFO ] [LOCAL     ] YSG: Saved forecast.
[2025-12-04T20:57:04.966497] [INFO ] [main      ] YSG: Signal=1 (Conf=90.0%), Magnitude=-1.39% (Conf=53.6419%)
[2025-12-04T20:57:04.966885] [INFO ] [main      ] Fetching symbol history for CMPS...
[2025-12-04T20:57:04.966937] [DEBUG] [REMOTE    ] CMPS: Fetching historical data.
[2025-12-04T20:57:04.966941] [INFO ] [main      ] Progress: 324/970 forecasts completed (33.4%). YSG finished in 0.6s. ETA: 1m 50s. Rate: 351.70 forecasts/min
[2025-12-04T20:57:04.977975] [DEBUG] [REMOTE    ] CMPS: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:04.978990] [DEBUG] [LOCAL     ] Loaded configuration for CMPS: 5 features, N/A% accuracy
[2025-12-04T20:57:04.979050] [INFO ] [LOCAL     ] CMPS: Loaded 5 optimal features with 68.14% confidence from JSON config
[2025-12-04T20:57:04.979084] [DEBUG] [MAG       ] Building data for symbol: CMPS with lookback: 0
[2025-12-04T20:57:04.979947] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:57:04.980008] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:04.984902] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:57:04.985746] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-04T20:57:04.986028] [INFO ] [LOCAL     ] NATH: Saved forecast.
[2025-12-04T20:57:04.986092] [INFO ] [main      ] NATH: Signal=1 (Conf=90.0%), Magnitude=-1.29% (Conf=58.5755%)
[2025-12-04T20:57:04.986435] [INFO ] [main      ] Progress: 325/970 forecasts completed (33.5%). NATH finished in 0.8s. ETA: 1m 50s. Rate: 352.66 forecasts/min
[2025-12-04T20:57:04.986551] [INFO ] [main      ] Fetching symbol history for VUZI...
[2025-12-04T20:57:04.986620] [DEBUG] [REMOTE    ] VUZI: Fetching historical data.
[2025-12-04T20:57:04.987649] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-04T20:57:04.992012] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-04T20:57:04.993164] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:04.997871] [DEBUG] [REMOTE    ] VUZI: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:04.998877] [DEBUG] [LOCAL     ] Loaded configuration for VUZI: 4 features, N/A% accuracy
[2025-12-04T20:57:04.998928] [INFO ] [LOCAL     ] VUZI: Loaded 4 optimal features with 58.54% confidence from JSON config
[2025-12-04T20:57:04.998959] [DEBUG] [MAG       ] Building data for symbol: VUZI with lookback: 0
[2025-12-04T20:57:04.999760] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:57:04.999816] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:05.001460] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:57:05.001976] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-04T20:57:05.003972] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-04T20:57:05.004715] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:05.025125] [DEBUG] [MAG       ] MRX: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:05.030038] [DEBUG] [MAG       ] DOCN: Last date is validated at 2025-12-04
[2025-12-04T20:57:05.110990] [INFO ] [LOCAL     ] MRX: Saved forecast.
[2025-12-04T20:57:05.111062] [INFO ] [main      ] MRX: Signal=1 (Conf=90.0%), Magnitude=5.31% (Conf=62.0649%)
[2025-12-04T20:57:05.111412] [INFO ] [main      ] Fetching symbol history for CPNG...
[2025-12-04T20:57:05.111461] [DEBUG] [REMOTE    ] CPNG: Fetching historical data.
[2025-12-04T20:57:05.112663] [INFO ] [main      ] Progress: 326/970 forecasts completed (33.6%). MRX finished in 0.6s. ETA: 1m 49s. Rate: 352.94 forecasts/min
[2025-12-04T20:57:05.123497] [DEBUG] [REMOTE    ] CPNG: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:05.124749] [DEBUG] [LOCAL     ] Loaded configuration for CPNG: 5 features, N/A% accuracy
[2025-12-04T20:57:05.124801] [INFO ] [LOCAL     ] CPNG: Loaded 5 optimal features with 59.36% confidence from JSON config
[2025-12-04T20:57:05.124832] [DEBUG] [MAG       ] Building data for symbol: CPNG with lookback: 0
[2025-12-04T20:57:05.125661] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:57:05.129286] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:05.134060] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:05.135937] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:57:05.136394] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-04T20:57:05.137146] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-04T20:57:05.137813] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:05.197936] [DEBUG] [MAG       ] DOCN: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:05.293844] [INFO ] [LOCAL     ] DOCN: Saved forecast.
[2025-12-04T20:57:05.293914] [INFO ] [main      ] DOCN: Signal=1 (Conf=90.0%), Magnitude=4.29% (Conf=46.68%)
[2025-12-04T20:57:05.294262] [INFO ] [main      ] Fetching symbol history for ALRS...
[2025-12-04T20:57:05.294313] [DEBUG] [REMOTE    ] ALRS: Fetching historical data.
[2025-12-04T20:57:05.294671] [INFO ] [main      ] Progress: 327/970 forecasts completed (33.7%). DOCN finished in 0.6s. ETA: 1m 49s. Rate: 352.86 forecasts/min
[2025-12-04T20:57:05.306728] [DEBUG] [REMOTE    ] ALRS: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:05.307720] [DEBUG] [LOCAL     ] Loaded configuration for ALRS: 8 features, N/A% accuracy
[2025-12-04T20:57:05.307777] [INFO ] [LOCAL     ] ALRS: Loaded 8 optimal features with 54.11% confidence from JSON config
[2025-12-04T20:57:05.307808] [DEBUG] [MAG       ] Building data for symbol: ALRS with lookback: 0
[2025-12-04T20:57:05.308688] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-04T20:57:05.308754] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:05.313533] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:05.315372] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:57:05.315865] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:05.316306] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:57:05.340390] [DEBUG] [MAG       ] CMPS: Last date is validated at 2025-12-04
[2025-12-04T20:57:05.346377] [DEBUG] [MAG       ] VUZI: Last date is validated at 2025-12-04
[2025-12-04T20:57:05.432953] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:57:05.474964] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-04T20:57:05.481857] [DEBUG] [MAG       ] CPNG: Last date is validated at 2025-12-04
[2025-12-04T20:57:05.511763] [DEBUG] [MAG       ] CMPS: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:05.513401] [DEBUG] [MAG       ] VUZI: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:05.554144] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-04T20:57:05.555934] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:05.577040] [INFO ] [LOCAL     ] VUZI: Saved forecast.
[2025-12-04T20:57:05.577111] [INFO ] [main      ] VUZI: Signal=1 (Conf=90.0%), Magnitude=8.03% (Conf=58.5395%)
[2025-12-04T20:57:05.577272] [INFO ] [main      ] Fetching symbol history for KOP...
[2025-12-04T20:57:05.577316] [DEBUG] [REMOTE    ] KOP: Fetching historical data.
[2025-12-04T20:57:05.578689] [INFO ] [main      ] Progress: 328/970 forecasts completed (33.8%). VUZI finished in 0.6s. ETA: 1m 49s. Rate: 352.14 forecasts/min
[2025-12-04T20:57:05.585764] [INFO ] [LOCAL     ] CMPS: Saved forecast.
[2025-12-04T20:57:05.585834] [INFO ] [main      ] CMPS: Signal=1 (Conf=90.0%), Magnitude=0.99% (Conf=68.1446%)
[2025-12-04T20:57:05.586029] [INFO ] [main      ] Fetching symbol history for USVM...
[2025-12-04T20:57:05.586075] [DEBUG] [REMOTE    ] USVM: Fetching historical data.
[2025-12-04T20:57:05.587462] [INFO ] [main      ] Progress: 329/970 forecasts completed (33.9%). CMPS finished in 0.6s. ETA: 1m 49s. Rate: 353.16 forecasts/min
[2025-12-04T20:57:05.594724] [DEBUG] [REMOTE    ] KOP: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:05.596202] [DEBUG] [LOCAL     ] Loaded configuration for KOP: 3 features, N/A% accuracy
[2025-12-04T20:57:05.596259] [INFO ] [LOCAL     ] KOP: Loaded 3 optimal features with 63.51% confidence from JSON config
[2025-12-04T20:57:05.596292] [DEBUG] [MAG       ] Building data for symbol: KOP with lookback: 0
[2025-12-04T20:57:05.597181] [DEBUG] [REMOTE    ] USVM: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:05.597374] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:57:05.597437] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:05.597997] [DEBUG] [LOCAL     ] Loaded configuration for USVM: 4 features, N/A% accuracy
[2025-12-04T20:57:05.598062] [INFO ] [LOCAL     ] USVM: Loaded 4 optimal features with 65.69% confidence from JSON config
[2025-12-04T20:57:05.598095] [DEBUG] [MAG       ] Building data for symbol: USVM with lookback: 0
[2025-12-04T20:57:05.598950] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:57:05.599011] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:05.600774] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:57:05.601280] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-04T20:57:05.602383] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-04T20:57:05.602634] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:57:05.603021] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:05.603741] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-04T20:57:05.604496] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:05.647969] [DEBUG] [MAG       ] CPNG: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:05.727284] [INFO ] [LOCAL     ] CPNG: Saved forecast.
[2025-12-04T20:57:05.727351] [INFO ] [main      ] CPNG: Signal=1 (Conf=90.0%), Magnitude=1.11% (Conf=59.3556%)
[2025-12-04T20:57:05.727514] [INFO ] [main      ] Fetching symbol history for GLBS...
[2025-12-04T20:57:05.727557] [DEBUG] [REMOTE    ] GLBS: Fetching historical data.
[2025-12-04T20:57:05.728850] [INFO ] [main      ] Progress: 330/970 forecasts completed (34.0%). CPNG finished in 0.6s. ETA: 1m 49s. Rate: 353.34 forecasts/min
[2025-12-04T20:57:05.739045] [DEBUG] [REMOTE    ] GLBS: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:05.740104] [DEBUG] [LOCAL     ] Loaded configuration for GLBS: 6 features, N/A% accuracy
[2025-12-04T20:57:05.740153] [INFO ] [LOCAL     ] GLBS: Loaded 6 optimal features with 23.87% confidence from JSON config
[2025-12-04T20:57:05.740184] [DEBUG] [MAG       ] Building data for symbol: GLBS with lookback: 0
[2025-12-04T20:57:05.740975] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:57:05.741034] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:05.742779] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:05.743272] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:05.743669] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-04T20:57:05.745631] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-04T20:57:05.747997] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-04T20:57:05.749370] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:05.888600] [DEBUG] [MAG       ] ALRS: Last date is validated at 2025-12-04
[2025-12-04T20:57:05.948531] [DEBUG] [MAG       ] USVM: Last date is validated at 2025-12-04
[2025-12-04T20:57:05.952349] [DEBUG] [MAG       ] KOP: Last date is validated at 2025-12-04
[2025-12-04T20:57:06.053268] [DEBUG] [MAG       ] ALRS: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:06.079513] [DEBUG] [MAG       ] GLBS: Last date is validated at 2025-12-04
[2025-12-04T20:57:06.112240] [DEBUG] [MAG       ] USVM: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:06.124012] [DEBUG] [MAG       ] KOP: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:06.132923] [INFO ] [LOCAL     ] ALRS: Saved forecast.
[2025-12-04T20:57:06.132993] [INFO ] [main      ] ALRS: Signal=1 (Conf=90.0%), Magnitude=-0.30% (Conf=54.1051%)
[2025-12-04T20:57:06.133331] [INFO ] [main      ] Fetching symbol history for STRS...
[2025-12-04T20:57:06.133380] [DEBUG] [REMOTE    ] STRS: Fetching historical data.
[2025-12-04T20:57:06.133679] [INFO ] [main      ] Progress: 331/970 forecasts completed (34.1%). ALRS finished in 0.8s. ETA: 1m 49s. Rate: 351.87 forecasts/min
[2025-12-04T20:57:06.144058] [DEBUG] [REMOTE    ] STRS: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:06.145419] [DEBUG] [LOCAL     ] Loaded configuration for STRS: 7 features, N/A% accuracy
[2025-12-04T20:57:06.145470] [INFO ] [LOCAL     ] STRS: Loaded 7 optimal features with 49.10% confidence from JSON config
[2025-12-04T20:57:06.145500] [DEBUG] [MAG       ] Building data for symbol: STRS with lookback: 0
[2025-12-04T20:57:06.146414] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-04T20:57:06.146475] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:06.148138] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:57:06.148674] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-04T20:57:06.149715] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-04T20:57:06.151650] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-04T20:57:06.152340] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-04T20:57:06.156130] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-04T20:57:06.156837] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:06.196601] [INFO ] [LOCAL     ] USVM: Saved forecast.
[2025-12-04T20:57:06.196676] [INFO ] [main      ] USVM: Signal=1 (Conf=90.0%), Magnitude=-1.05% (Conf=65.6887%)
[2025-12-04T20:57:06.196835] [INFO ] [main      ] Fetching symbol history for LTC...
[2025-12-04T20:57:06.196878] [DEBUG] [REMOTE    ] LTC: Fetching historical data.
[2025-12-04T20:57:06.198812] [INFO ] [main      ] Progress: 332/970 forecasts completed (34.2%). USVM finished in 0.6s. ETA: 1m 49s. Rate: 352.52 forecasts/min
[2025-12-04T20:57:06.208970] [DEBUG] [REMOTE    ] LTC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:06.210116] [DEBUG] [LOCAL     ] Loaded configuration for LTC: 6 features, N/A% accuracy
[2025-12-04T20:57:06.210173] [INFO ] [LOCAL     ] LTC: Loaded 6 optimal features with 50.72% confidence from JSON config
[2025-12-04T20:57:06.210206] [DEBUG] [MAG       ] Building data for symbol: LTC with lookback: 0
[2025-12-04T20:57:06.210982] [INFO ] [LOCAL     ] KOP: Saved forecast.
[2025-12-04T20:57:06.211032] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:57:06.211068] [INFO ] [main      ] KOP: Signal=1 (Conf=90.0%), Magnitude=0.48% (Conf=63.5111%)
[2025-12-04T20:57:06.211093] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:06.211510] [INFO ] [main      ] Fetching symbol history for FLWS...
[2025-12-04T20:57:06.211562] [DEBUG] [REMOTE    ] FLWS: Fetching historical data.
[2025-12-04T20:57:06.212673] [INFO ] [main      ] Progress: 333/970 forecasts completed (34.3%). KOP finished in 0.6s. ETA: 1m 48s. Rate: 353.50 forecasts/min
[2025-12-04T20:57:06.216042] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:06.217828] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:57:06.218311] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:57:06.220626] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:57:06.224911] [DEBUG] [REMOTE    ] FLWS: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:06.226040] [DEBUG] [LOCAL     ] Loaded configuration for FLWS: 5 features, N/A% accuracy
[2025-12-04T20:57:06.226097] [INFO ] [LOCAL     ] FLWS: Loaded 5 optimal features with 51.67% confidence from JSON config
[2025-12-04T20:57:06.226129] [DEBUG] [MAG       ] Building data for symbol: FLWS with lookback: 0
[2025-12-04T20:57:06.227032] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:57:06.227092] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:06.232078] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:06.233962] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:57:06.234499] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-04T20:57:06.237276] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-04T20:57:06.238789] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:06.249659] [DEBUG] [MAG       ] GLBS: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:06.310687] [INFO ] [LOCAL     ] GLBS: Saved forecast.
[2025-12-04T20:57:06.310763] [INFO ] [main      ] GLBS: Signal=1 (Conf=90.0%), Magnitude=8.33% (Conf=23.8657%)
[2025-12-04T20:57:06.310927] [INFO ] [main      ] Fetching symbol history for OFS...
[2025-12-04T20:57:06.310971] [DEBUG] [REMOTE    ] OFS: Fetching historical data.
[2025-12-04T20:57:06.312678] [INFO ] [main      ] Progress: 334/970 forecasts completed (34.4%). GLBS finished in 0.6s. ETA: 1m 48s. Rate: 353.94 forecasts/min
[2025-12-04T20:57:06.323292] [DEBUG] [REMOTE    ] OFS: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:06.324533] [DEBUG] [LOCAL     ] Loaded configuration for OFS: 6 features, N/A% accuracy
[2025-12-04T20:57:06.324607] [INFO ] [LOCAL     ] OFS: Loaded 6 optimal features with 48.82% confidence from JSON config
[2025-12-04T20:57:06.324641] [DEBUG] [MAG       ] Building data for symbol: OFS with lookback: 0
[2025-12-04T20:57:06.325443] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:57:06.325503] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:06.327310] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:06.327894] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:57:06.328749] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:06.329567] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:57:06.329818] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-04T20:57:06.332431] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:06.370920] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-04T20:57:06.371837] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:06.486519] [DEBUG] [MAG       ] STRS: Last date is validated at 2025-12-04
[2025-12-04T20:57:06.590177] [DEBUG] [MAG       ] FLWS: Last date is validated at 2025-12-04
[2025-12-04T20:57:06.650729] [DEBUG] [MAG       ] STRS: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:06.683627] [DEBUG] [MAG       ] LTC: Last date is validated at 2025-12-04
[2025-12-04T20:57:06.723356] [DEBUG] [MAG       ] OFS: Last date is validated at 2025-12-04
[2025-12-04T20:57:06.738341] [INFO ] [LOCAL     ] STRS: Saved forecast.
[2025-12-04T20:57:06.738408] [INFO ] [main      ] STRS: Signal=1 (Conf=90.0%), Magnitude=4.34% (Conf=49.1038%)
[2025-12-04T20:57:06.738601] [INFO ] [main      ] Fetching symbol history for GAIN...
[2025-12-04T20:57:06.738649] [DEBUG] [REMOTE    ] GAIN: Fetching historical data.
[2025-12-04T20:57:06.739681] [INFO ] [main      ] Progress: 335/970 forecasts completed (34.5%). STRS finished in 0.6s. ETA: 1m 48s. Rate: 352.34 forecasts/min
[2025-12-04T20:57:06.754824] [DEBUG] [REMOTE    ] GAIN: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:06.755729] [DEBUG] [LOCAL     ] Loaded configuration for GAIN: 7 features, N/A% accuracy
[2025-12-04T20:57:06.755783] [INFO ] [LOCAL     ] GAIN: Loaded 7 optimal features with 73.67% confidence from JSON config
[2025-12-04T20:57:06.755816] [DEBUG] [MAG       ] Building data for symbol: GAIN with lookback: 0
[2025-12-04T20:57:06.756701] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-04T20:57:06.756775] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:06.761951] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:06.763786] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:57:06.764266] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:57:06.765281] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-04T20:57:06.767522] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-04T20:57:06.771417] [DEBUG] [MAG       ] FLWS: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:06.771674] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-04T20:57:06.773182] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:06.854935] [DEBUG] [MAG       ] LTC: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:06.898196] [DEBUG] [MAG       ] OFS: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:06.922559] [INFO ] [LOCAL     ] FLWS: Saved forecast.
[2025-12-04T20:57:06.922677] [INFO ] [main      ] FLWS: Signal=1 (Conf=90.0%), Magnitude=6.25% (Conf=51.6714%)
[2025-12-04T20:57:06.923126] [INFO ] [main      ] Fetching symbol history for PAGS...
[2025-12-04T20:57:06.923181] [DEBUG] [REMOTE    ] PAGS: Fetching historical data.
[2025-12-04T20:57:06.923241] [INFO ] [main      ] Progress: 336/970 forecasts completed (34.6%). FLWS finished in 0.7s. ETA: 1m 48s. Rate: 352.26 forecasts/min
[2025-12-04T20:57:06.927260] [INFO ] [LOCAL     ] LTC: Saved forecast.
[2025-12-04T20:57:06.927326] [INFO ] [main      ] LTC: Signal=1 (Conf=90.0%), Magnitude=-0.62% (Conf=50.7224%)
[2025-12-04T20:57:06.927747] [INFO ] [main      ] Fetching symbol history for AGX...
[2025-12-04T20:57:06.927799] [DEBUG] [REMOTE    ] AGX: Fetching historical data.
[2025-12-04T20:57:06.928712] [INFO ] [main      ] Progress: 337/970 forecasts completed (34.7%). LTC finished in 0.7s. ETA: 1m 48s. Rate: 353.27 forecasts/min
[2025-12-04T20:57:06.938448] [DEBUG] [REMOTE    ] PAGS: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:06.939910] [DEBUG] [REMOTE    ] AGX: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:06.939982] [DEBUG] [LOCAL     ] Loaded configuration for PAGS: 3 features, N/A% accuracy
[2025-12-04T20:57:06.940044] [INFO ] [LOCAL     ] PAGS: Loaded 3 optimal features with 47.31% confidence from JSON config
[2025-12-04T20:57:06.940082] [DEBUG] [MAG       ] Building data for symbol: PAGS with lookback: 0
[2025-12-04T20:57:06.940685] [DEBUG] [LOCAL     ] Loaded configuration for AGX: 6 features, N/A% accuracy
[2025-12-04T20:57:06.940737] [INFO ] [LOCAL     ] AGX: Loaded 6 optimal features with 59.73% confidence from JSON config
[2025-12-04T20:57:06.940767] [DEBUG] [MAG       ] Building data for symbol: AGX with lookback: 0
[2025-12-04T20:57:06.941185] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:57:06.941250] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:06.941556] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:57:06.941643] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:06.943209] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:57:06.943362] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:06.943822] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:57:06.943899] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:06.944285] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:57:06.946269] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-04T20:57:06.947417] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-04T20:57:06.948099] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:06.958117] [INFO ] [LOCAL     ] OFS: Saved forecast.
[2025-12-04T20:57:06.958187] [INFO ] [main      ] OFS: Signal=1 (Conf=90.0%), Magnitude=-0.51% (Conf=48.8237%)
[2025-12-04T20:57:06.958368] [INFO ] [main      ] Fetching symbol history for GDC...
[2025-12-04T20:57:06.958412] [DEBUG] [REMOTE    ] GDC: Fetching historical data.
[2025-12-04T20:57:06.958896] [INFO ] [main      ] Progress: 338/970 forecasts completed (34.8%). OFS finished in 0.6s. ETA: 1m 47s. Rate: 354.13 forecasts/min
[2025-12-04T20:57:06.969419] [DEBUG] [REMOTE    ] GDC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:06.970514] [DEBUG] [LOCAL     ] Loaded configuration for GDC: 3 features, N/A% accuracy
[2025-12-04T20:57:06.970564] [INFO ] [LOCAL     ] GDC: Loaded 3 optimal features with 65.09% confidence from JSON config
[2025-12-04T20:57:06.970616] [DEBUG] [MAG       ] Building data for symbol: GDC with lookback: 0
[2025-12-04T20:57:06.971394] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:57:06.971451] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:06.976146] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:57:06.977101] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:57:07.016703] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:07.057260] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:07.120425] [DEBUG] [MAG       ] GAIN: Last date is validated at 2025-12-04
[2025-12-04T20:57:07.285000] [DEBUG] [MAG       ] AGX: Last date is validated at 2025-12-04
[2025-12-04T20:57:07.290566] [DEBUG] [MAG       ] GAIN: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:07.350971] [DEBUG] [MAG       ] GDC: Last date is validated at 2025-12-04
[2025-12-04T20:57:07.359406] [INFO ] [LOCAL     ] GAIN: Saved forecast.
[2025-12-04T20:57:07.359484] [INFO ] [main      ] GAIN: Signal=1 (Conf=90.0%), Magnitude=-0.45% (Conf=73.6705%)
[2025-12-04T20:57:07.359852] [INFO ] [main      ] Fetching symbol history for IRMD...
[2025-12-04T20:57:07.359905] [DEBUG] [REMOTE    ] IRMD: Fetching historical data.
[2025-12-04T20:57:07.360660] [INFO ] [main      ] Progress: 339/970 forecasts completed (34.9%). GAIN finished in 0.6s. ETA: 1m 47s. Rate: 352.71 forecasts/min
[2025-12-04T20:57:07.372465] [DEBUG] [REMOTE    ] IRMD: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:07.373501] [DEBUG] [LOCAL     ] Loaded configuration for IRMD: 3 features, N/A% accuracy
[2025-12-04T20:57:07.373553] [INFO ] [LOCAL     ] IRMD: Loaded 3 optimal features with 48.48% confidence from JSON config
[2025-12-04T20:57:07.373606] [DEBUG] [MAG       ] Building data for symbol: IRMD with lookback: 0
[2025-12-04T20:57:07.374422] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:57:07.374483] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:07.379480] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-04T20:57:07.380186] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-04T20:57:07.381895] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:07.393813] [DEBUG] [MAG       ] PAGS: Last date is validated at 2025-12-04
[2025-12-04T20:57:07.453669] [DEBUG] [MAG       ] AGX: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:07.527568] [DEBUG] [MAG       ] GDC: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:07.580050] [DEBUG] [MAG       ] PAGS: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:07.593514] [INFO ] [LOCAL     ] GDC: Saved forecast.
[2025-12-04T20:57:07.593601] [INFO ] [main      ] GDC: Signal=1 (Conf=90.0%), Magnitude=2.75% (Conf=65.0909%)
[2025-12-04T20:57:07.593772] [INFO ] [main      ] Fetching symbol history for RBLX...
[2025-12-04T20:57:07.593814] [DEBUG] [REMOTE    ] RBLX: Fetching historical data.
[2025-12-04T20:57:07.594396] [INFO ] [LOCAL     ] AGX: Saved forecast.
[2025-12-04T20:57:07.594465] [INFO ] [main      ] AGX: Signal=1 (Conf=90.0%), Magnitude=2.59% (Conf=59.7344%)
[2025-12-04T20:57:07.594657] [INFO ] [main      ] Fetching symbol history for AMLX...
[2025-12-04T20:57:07.594709] [DEBUG] [REMOTE    ] AMLX: Fetching historical data.
[2025-12-04T20:57:07.595448] [INFO ] [main      ] Progress: 340/970 forecasts completed (35.1%). GDC finished in 0.6s. ETA: 1m 47s. Rate: 352.31 forecasts/min
[2025-12-04T20:57:07.595540] [INFO ] [main      ] Progress: 341/970 forecasts completed (35.2%). AGX finished in 0.7s. ETA: 1m 47s. Rate: 353.35 forecasts/min
[2025-12-04T20:57:07.606277] [DEBUG] [REMOTE    ] RBLX: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:07.607475] [DEBUG] [LOCAL     ] Loaded configuration for RBLX: 2 features, N/A% accuracy
[2025-12-04T20:57:07.607525] [INFO ] [LOCAL     ] RBLX: Loaded 2 optimal features with 63.92% confidence from JSON config
[2025-12-04T20:57:07.607556] [DEBUG] [MAG       ] Building data for symbol: RBLX with lookback: 0
[2025-12-04T20:57:07.607516] [DEBUG] [REMOTE    ] AMLX: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:07.608405] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:57:07.608463] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:07.608552] [DEBUG] [LOCAL     ] Loaded configuration for AMLX: 4 features, N/A% accuracy
[2025-12-04T20:57:07.608630] [INFO ] [LOCAL     ] AMLX: Loaded 4 optimal features with 61.30% confidence from JSON config
[2025-12-04T20:57:07.608663] [DEBUG] [MAG       ] Building data for symbol: AMLX with lookback: 0
[2025-12-04T20:57:07.609476] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:57:07.609535] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:07.611216] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:57:07.611747] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-04T20:57:07.613173] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-04T20:57:07.613886] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-04T20:57:07.615074] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:07.627185] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:07.650246] [INFO ] [LOCAL     ] PAGS: Saved forecast.
[2025-12-04T20:57:07.650340] [INFO ] [main      ] PAGS: Signal=1 (Conf=90.0%), Magnitude=0.75% (Conf=47.3066%)
[2025-12-04T20:57:07.650896] [INFO ] [main      ] Fetching symbol history for TXN...
[2025-12-04T20:57:07.650951] [DEBUG] [REMOTE    ] TXN: Fetching historical data.
[2025-12-04T20:57:07.651678] [INFO ] [main      ] Progress: 342/970 forecasts completed (35.3%). PAGS finished in 0.7s. ETA: 1m 46s. Rate: 354.04 forecasts/min
[2025-12-04T20:57:07.666221] [DEBUG] [REMOTE    ] TXN: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:07.667512] [DEBUG] [LOCAL     ] Loaded configuration for TXN: 11 features, N/A% accuracy
[2025-12-04T20:57:07.667592] [INFO ] [LOCAL     ] TXN: Loaded 11 optimal features with 59.88% confidence from JSON config
[2025-12-04T20:57:07.667628] [DEBUG] [MAG       ] Building data for symbol: TXN with lookback: 0
[2025-12-04T20:57:07.668836] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-12-04T20:57:07.668910] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:57:07.671612] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-04T20:57:07.672853] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-04T20:57:07.676119] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-04T20:57:07.677911] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-04T20:57:07.682348] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-04T20:57:07.686346] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:07.688977] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:57:07.689790] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:57:07.691628] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-04T20:57:07.694863] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-04T20:57:07.704138] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:07.735827] [DEBUG] [MAG       ] IRMD: Last date is validated at 2025-12-04
[2025-12-04T20:57:07.956281] [DEBUG] [MAG       ] RBLX: Last date is validated at 2025-12-04
[2025-12-04T20:57:07.962648] [DEBUG] [MAG       ] AMLX: Last date is validated at 2025-12-04
[2025-12-04T20:57:07.971501] [DEBUG] [MAG       ] IRMD: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:08.069759] [INFO ] [LOCAL     ] IRMD: Saved forecast.
[2025-12-04T20:57:08.069830] [INFO ] [main      ] IRMD: Signal=1 (Conf=90.0%), Magnitude=-1.06% (Conf=48.4788%)
[2025-12-04T20:57:08.070011] [INFO ] [main      ] Fetching symbol history for PHUN...
[2025-12-04T20:57:08.070066] [DEBUG] [REMOTE    ] PHUN: Fetching historical data.
[2025-12-04T20:57:08.072667] [INFO ] [main      ] Progress: 343/970 forecasts completed (35.4%). IRMD finished in 0.7s. ETA: 1m 47s. Rate: 352.51 forecasts/min
[2025-12-04T20:57:08.082429] [DEBUG] [REMOTE    ] PHUN: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:08.083634] [DEBUG] [LOCAL     ] Loaded configuration for PHUN: 6 features, N/A% accuracy
[2025-12-04T20:57:08.083688] [INFO ] [LOCAL     ] PHUN: Loaded 6 optimal features with 61.96% confidence from JSON config
[2025-12-04T20:57:08.083722] [DEBUG] [MAG       ] Building data for symbol: PHUN with lookback: 0
[2025-12-04T20:57:08.084592] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:57:08.084656] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:08.089733] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:57:08.090617] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-04T20:57:08.091893] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-04T20:57:08.094056] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-04T20:57:08.094838] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-04T20:57:08.096611] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:08.103190] [DEBUG] [MAG       ] TXN: Last date is validated at 2025-12-04
[2025-12-04T20:57:08.119258] [DEBUG] [MAG       ] RBLX: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:08.141378] [DEBUG] [MAG       ] AMLX: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:08.211614] [INFO ] [LOCAL     ] AMLX: Saved forecast.
[2025-12-04T20:57:08.211695] [INFO ] [main      ] AMLX: Signal=1 (Conf=90.0%), Magnitude=-0.80% (Conf=61.2954%)
[2025-12-04T20:57:08.212073] [INFO ] [main      ] Progress: 344/970 forecasts completed (35.5%). AMLX finished in 0.6s. ETA: 1m 46s. Rate: 352.70 forecasts/min
[2025-12-04T20:57:08.212227] [INFO ] [main      ] Fetching symbol history for BGRN...
[2025-12-04T20:57:08.212279] [DEBUG] [REMOTE    ] BGRN: Fetching historical data.
[2025-12-04T20:57:08.223902] [DEBUG] [REMOTE    ] BGRN: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:08.225030] [DEBUG] [LOCAL     ] Loaded configuration for BGRN: 3 features, N/A% accuracy
[2025-12-04T20:57:08.225086] [INFO ] [LOCAL     ] BGRN: Loaded 3 optimal features with 54.95% confidence from JSON config
[2025-12-04T20:57:08.225118] [DEBUG] [MAG       ] Building data for symbol: BGRN with lookback: 0
[2025-12-04T20:57:08.226003] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:57:08.226064] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:57:08.226886] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-04T20:57:08.228901] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-04T20:57:08.230034] [INFO ] [LOCAL     ] RBLX: Saved forecast.
[2025-12-04T20:57:08.230114] [INFO ] [main      ] RBLX: Signal=1 (Conf=90.0%), Magnitude=-1.29% (Conf=63.9205%)
[2025-12-04T20:57:08.230273] [INFO ] [main      ] Fetching symbol history for BMRN...
[2025-12-04T20:57:08.230316] [DEBUG] [REMOTE    ] BMRN: Fetching historical data.
[2025-12-04T20:57:08.230887] [INFO ] [main      ] Progress: 345/970 forecasts completed (35.6%). RBLX finished in 0.6s. ETA: 1m 46s. Rate: 353.61 forecasts/min
[2025-12-04T20:57:08.245450] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:08.245967] [DEBUG] [REMOTE    ] BMRN: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:08.248870] [DEBUG] [LOCAL     ] Loaded configuration for BMRN: 4 features, N/A% accuracy
[2025-12-04T20:57:08.249283] [INFO ] [LOCAL     ] BMRN: Loaded 4 optimal features with 53.38% confidence from JSON config
[2025-12-04T20:57:08.249338] [DEBUG] [MAG       ] Building data for symbol: BMRN with lookback: 0
[2025-12-04T20:57:08.250763] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:57:08.250844] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:08.263429] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:57:08.266250] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-04T20:57:08.268915] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-04T20:57:08.273291] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:08.285600] [DEBUG] [MAG       ] TXN: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:08.431383] [DEBUG] [MAG       ] PHUN: Last date is validated at 2025-12-04
[2025-12-04T20:57:08.437966] [INFO ] [LOCAL     ] TXN: Saved forecast.
[2025-12-04T20:57:08.438052] [INFO ] [main      ] TXN: Signal=1 (Conf=90.0%), Magnitude=-1.27% (Conf=59.876%)
[2025-12-04T20:57:08.438517] [INFO ] [main      ] Fetching symbol history for UBND...
[2025-12-04T20:57:08.438570] [DEBUG] [REMOTE    ] UBND: Fetching historical data.
[2025-12-04T20:57:08.439809] [INFO ] [main      ] Progress: 346/970 forecasts completed (35.7%). TXN finished in 0.8s. ETA: 1m 46s. Rate: 353.38 forecasts/min
[2025-12-04T20:57:08.452476] [DEBUG] [REMOTE    ] UBND: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:08.453952] [DEBUG] [LOCAL     ] Loaded configuration for UBND: 6 features, N/A% accuracy
[2025-12-04T20:57:08.454007] [INFO ] [LOCAL     ] UBND: Loaded 6 optimal features with 41.99% confidence from JSON config
[2025-12-04T20:57:08.454045] [DEBUG] [MAG       ] Building data for symbol: UBND with lookback: 0
[2025-12-04T20:57:08.455014] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:57:08.455080] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:57:08.456094] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:57:08.458941] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:57:08.460722] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-04T20:57:08.461982] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-04T20:57:08.462655] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-04T20:57:08.465639] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:08.582804] [DEBUG] [MAG       ] BGRN: Last date is validated at 2025-12-04
[2025-12-04T20:57:08.593357] [DEBUG] [MAG       ] PHUN: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:08.606058] [DEBUG] [MAG       ] BMRN: Last date is validated at 2025-12-04
[2025-12-04T20:57:08.674692] [INFO ] [LOCAL     ] PHUN: Saved forecast.
[2025-12-04T20:57:08.674762] [INFO ] [main      ] PHUN: Signal=1 (Conf=90.0%), Magnitude=-2.80% (Conf=61.9557%)
[2025-12-04T20:57:08.674925] [INFO ] [main      ] Fetching symbol history for MEGL...
[2025-12-04T20:57:08.674968] [DEBUG] [REMOTE    ] MEGL: Fetching historical data.
[2025-12-04T20:57:08.676711] [INFO ] [main      ] Progress: 347/970 forecasts completed (35.8%). PHUN finished in 0.6s. ETA: 1m 46s. Rate: 352.97 forecasts/min
[2025-12-04T20:57:08.686299] [DEBUG] [REMOTE    ] MEGL: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:08.689339] [DEBUG] [LOCAL     ] Loaded configuration for MEGL: 3 features, N/A% accuracy
[2025-12-04T20:57:08.689392] [INFO ] [LOCAL     ] MEGL: Loaded 3 optimal features with 68.53% confidence from JSON config
[2025-12-04T20:57:08.689423] [DEBUG] [MAG       ] Building data for symbol: MEGL with lookback: 0
[2025-12-04T20:57:08.690237] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:57:08.690295] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:57:08.691034] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-04T20:57:08.691936] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-04T20:57:08.694863] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:08.753499] [DEBUG] [MAG       ] BGRN: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:08.770029] [DEBUG] [MAG       ] BMRN: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:08.814074] [INFO ] [LOCAL     ] BGRN: Saved forecast.
[2025-12-04T20:57:08.814145] [INFO ] [main      ] BGRN: Signal=1 (Conf=90.0%), Magnitude=0.02% (Conf=54.9535%)
[2025-12-04T20:57:08.814510] [INFO ] [main      ] Fetching symbol history for BBCP...
[2025-12-04T20:57:08.814562] [DEBUG] [REMOTE    ] BBCP: Fetching historical data.
[2025-12-04T20:57:08.814668] [INFO ] [main      ] Progress: 348/970 forecasts completed (35.9%). BGRN finished in 0.6s. ETA: 1m 46s. Rate: 353.17 forecasts/min
[2025-12-04T20:57:08.828470] [DEBUG] [REMOTE    ] BBCP: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:08.829830] [DEBUG] [LOCAL     ] Loaded configuration for BBCP: 6 features, N/A% accuracy
[2025-12-04T20:57:08.829885] [INFO ] [LOCAL     ] BBCP: Loaded 6 optimal features with 56.34% confidence from JSON config
[2025-12-04T20:57:08.829918] [DEBUG] [MAG       ] Building data for symbol: BBCP with lookback: 0
[2025-12-04T20:57:08.831042] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:57:08.831111] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:08.831204] [DEBUG] [MAG       ] UBND: Last date is validated at 2025-12-04
[2025-12-04T20:57:08.836144] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-04T20:57:08.837164] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-04T20:57:08.837864] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-04T20:57:08.840768] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-04T20:57:08.843186] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-04T20:57:08.844689] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:08.869896] [INFO ] [LOCAL     ] BMRN: Saved forecast.
[2025-12-04T20:57:08.869969] [INFO ] [main      ] BMRN: Signal=1 (Conf=90.0%), Magnitude=-0.91% (Conf=53.3817%)
[2025-12-04T20:57:08.870463] [INFO ] [main      ] Fetching symbol history for XPRO...
[2025-12-04T20:57:08.870516] [DEBUG] [REMOTE    ] XPRO: Fetching historical data.
[2025-12-04T20:57:08.870630] [INFO ] [main      ] Progress: 349/970 forecasts completed (36.0%). BMRN finished in 0.6s. ETA: 1m 45s. Rate: 353.84 forecasts/min
[2025-12-04T20:57:08.882243] [DEBUG] [REMOTE    ] XPRO: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:08.883177] [DEBUG] [LOCAL     ] Loaded configuration for XPRO: 5 features, N/A% accuracy
[2025-12-04T20:57:08.883226] [INFO ] [LOCAL     ] XPRO: Loaded 5 optimal features with 59.68% confidence from JSON config
[2025-12-04T20:57:08.883256] [DEBUG] [MAG       ] Building data for symbol: XPRO with lookback: 0
[2025-12-04T20:57:08.884071] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:57:08.884129] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:57:08.922290] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-04T20:57:08.926706] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-04T20:57:08.944215] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:08.946079] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:57:08.947757] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:09.010061] [DEBUG] [MAG       ] UBND: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:09.022152] [DEBUG] [MAG       ] MEGL: Last date is validated at 2025-12-04
[2025-12-04T20:57:09.076214] [INFO ] [LOCAL     ] UBND: Saved forecast.
[2025-12-04T20:57:09.076298] [INFO ] [main      ] UBND: Signal=1 (Conf=90.0%), Magnitude=-0.02% (Conf=41.9894%)
[2025-12-04T20:57:09.076811] [INFO ] [main      ] Fetching symbol history for IGIC...
[2025-12-04T20:57:09.076864] [DEBUG] [REMOTE    ] IGIC: Fetching historical data.
[2025-12-04T20:57:09.077674] [INFO ] [main      ] Progress: 350/970 forecasts completed (36.1%). UBND finished in 0.6s. ETA: 1m 45s. Rate: 353.62 forecasts/min
[2025-12-04T20:57:09.092425] [DEBUG] [REMOTE    ] IGIC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:09.094152] [DEBUG] [LOCAL     ] Loaded configuration for IGIC: 5 features, N/A% accuracy
[2025-12-04T20:57:09.094208] [INFO ] [LOCAL     ] IGIC: Loaded 5 optimal features with 65.47% confidence from JSON config
[2025-12-04T20:57:09.094240] [DEBUG] [MAG       ] Building data for symbol: IGIC with lookback: 0
[2025-12-04T20:57:09.095490] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:57:09.095551] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:09.100696] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:09.102518] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:57:09.103073] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:57:09.104726] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:57:09.145886] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:09.185687] [DEBUG] [MAG       ] MEGL: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:09.193797] [DEBUG] [MAG       ] BBCP: Last date is validated at 2025-12-04
[2025-12-04T20:57:09.241134] [INFO ] [LOCAL     ] MEGL: Saved forecast.
[2025-12-04T20:57:09.241201] [INFO ] [main      ] MEGL: Signal=1 (Conf=90.0%), Magnitude=1.84% (Conf=68.5281%)
[2025-12-04T20:57:09.241563] [INFO ] [main      ] Progress: 351/970 forecasts completed (36.2%). MEGL finished in 0.6s. ETA: 1m 45s. Rate: 353.66 forecasts/min
[2025-12-04T20:57:09.241741] [INFO ] [main      ] Fetching symbol history for SHEN...
[2025-12-04T20:57:09.241785] [DEBUG] [REMOTE    ] SHEN: Fetching historical data.
[2025-12-04T20:57:09.253245] [DEBUG] [REMOTE    ] SHEN: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:09.254394] [DEBUG] [LOCAL     ] Loaded configuration for SHEN: 3 features, N/A% accuracy
[2025-12-04T20:57:09.254444] [INFO ] [LOCAL     ] SHEN: Loaded 3 optimal features with 67.68% confidence from JSON config
[2025-12-04T20:57:09.254474] [DEBUG] [MAG       ] Building data for symbol: SHEN with lookback: 0
[2025-12-04T20:57:09.255248] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:57:09.255304] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:09.256982] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:57:09.257487] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:57:09.259140] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:09.285470] [DEBUG] [MAG       ] XPRO: Last date is validated at 2025-12-04
[2025-12-04T20:57:09.359005] [DEBUG] [MAG       ] BBCP: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:09.449246] [DEBUG] [MAG       ] XPRO: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:09.482234] [INFO ] [LOCAL     ] BBCP: Saved forecast.
[2025-12-04T20:57:09.482302] [INFO ] [main      ] BBCP: Signal=1 (Conf=90.0%), Magnitude=5.78% (Conf=56.3402%)
[2025-12-04T20:57:09.482697] [INFO ] [main      ] Fetching symbol history for DJCO...
[2025-12-04T20:57:09.482748] [DEBUG] [REMOTE    ] DJCO: Fetching historical data.
[2025-12-04T20:57:09.483685] [INFO ] [main      ] Progress: 352/970 forecasts completed (36.3%). BBCP finished in 0.7s. ETA: 1m 45s. Rate: 353.23 forecasts/min
[2025-12-04T20:57:09.493537] [DEBUG] [REMOTE    ] DJCO: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:09.494477] [DEBUG] [LOCAL     ] Loaded configuration for DJCO: 4 features, N/A% accuracy
[2025-12-04T20:57:09.494527] [INFO ] [LOCAL     ] DJCO: Loaded 4 optimal features with 58.58% confidence from JSON config
[2025-12-04T20:57:09.494557] [DEBUG] [MAG       ] Building data for symbol: DJCO with lookback: 0
[2025-12-04T20:57:09.495396] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:57:09.495455] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:09.500263] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:57:09.501081] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:57:09.503451] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-04T20:57:09.504409] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:09.525148] [INFO ] [LOCAL     ] XPRO: Saved forecast.
[2025-12-04T20:57:09.525217] [INFO ] [main      ] XPRO: Signal=1 (Conf=90.0%), Magnitude=1.91% (Conf=59.6816%)
[2025-12-04T20:57:09.525377] [INFO ] [main      ] Fetching symbol history for TFIN...
[2025-12-04T20:57:09.525420] [DEBUG] [REMOTE    ] TFIN: Fetching historical data.
[2025-12-04T20:57:09.525850] [INFO ] [main      ] Progress: 353/970 forecasts completed (36.4%). XPRO finished in 0.7s. ETA: 1m 45s. Rate: 353.98 forecasts/min
[2025-12-04T20:57:09.539532] [DEBUG] [REMOTE    ] TFIN: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:09.543885] [DEBUG] [LOCAL     ] Loaded configuration for TFIN: 5 features, N/A% accuracy
[2025-12-04T20:57:09.543937] [INFO ] [LOCAL     ] TFIN: Loaded 5 optimal features with 48.68% confidence from JSON config
[2025-12-04T20:57:09.543967] [DEBUG] [MAG       ] Building data for symbol: TFIN with lookback: 0
[2025-12-04T20:57:09.544773] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:57:09.544829] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:09.546630] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:09.547142] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:09.547551] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:57:09.591771] [DEBUG] [MAG       ] SHEN: Last date is validated at 2025-12-04
[2025-12-04T20:57:09.594359] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-04T20:57:09.612206] [DEBUG] [MAG       ] IGIC: Last date is validated at 2025-12-04
[2025-12-04T20:57:09.641967] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:09.756800] [DEBUG] [MAG       ] SHEN: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:09.779908] [DEBUG] [MAG       ] IGIC: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:09.825238] [INFO ] [LOCAL     ] SHEN: Saved forecast.
[2025-12-04T20:57:09.825305] [INFO ] [main      ] SHEN: Signal=1 (Conf=90.0%), Magnitude=-1.64% (Conf=67.6768%)
[2025-12-04T20:57:09.825462] [INFO ] [main      ] Fetching symbol history for MKL...
[2025-12-04T20:57:09.825514] [DEBUG] [REMOTE    ] MKL: Fetching historical data.
[2025-12-04T20:57:09.827314] [INFO ] [main      ] Progress: 354/970 forecasts completed (36.5%). SHEN finished in 0.6s. ETA: 1m 45s. Rate: 353.20 forecasts/min
[2025-12-04T20:57:09.837429] [DEBUG] [REMOTE    ] MKL: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:09.838667] [DEBUG] [LOCAL     ] Loaded configuration for MKL: 2 features, N/A% accuracy
[2025-12-04T20:57:09.838740] [INFO ] [LOCAL     ] MKL: Loaded 2 optimal features with 56.08% confidence from JSON config
[2025-12-04T20:57:09.838775] [DEBUG] [MAG       ] Building data for symbol: MKL with lookback: 0
[2025-12-04T20:57:09.839659] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:57:09.839721] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-04T20:57:09.841749] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-04T20:57:09.846199] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:09.857028] [INFO ] [LOCAL     ] IGIC: Saved forecast.
[2025-12-04T20:57:09.857097] [INFO ] [main      ] IGIC: Signal=1 (Conf=90.0%), Magnitude=-1.36% (Conf=65.4739%)
[2025-12-04T20:57:09.857460] [INFO ] [main      ] Progress: 355/970 forecasts completed (36.6%). IGIC finished in 0.8s. ETA: 1m 44s. Rate: 354.02 forecasts/min
[2025-12-04T20:57:09.857605] [INFO ] [main      ] Fetching symbol history for SRI...
[2025-12-04T20:57:09.857650] [DEBUG] [REMOTE    ] SRI: Fetching historical data.
[2025-12-04T20:57:09.860348] [DEBUG] [MAG       ] DJCO: Last date is validated at 2025-12-04
[2025-12-04T20:57:09.868953] [DEBUG] [REMOTE    ] SRI: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:09.869918] [DEBUG] [LOCAL     ] Loaded configuration for SRI: 5 features, N/A% accuracy
[2025-12-04T20:57:09.869975] [INFO ] [LOCAL     ] SRI: Loaded 5 optimal features with 48.84% confidence from JSON config
[2025-12-04T20:57:09.870007] [DEBUG] [MAG       ] Building data for symbol: SRI with lookback: 0
[2025-12-04T20:57:09.870852] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:57:09.870916] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:57:09.873268] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:57:09.874939] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:57:09.912796] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-04T20:57:09.914757] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-04T20:57:09.932493] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:09.973414] [DEBUG] [MAG       ] TFIN: Last date is validated at 2025-12-04
[2025-12-04T20:57:10.038181] [DEBUG] [MAG       ] DJCO: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:10.138451] [DEBUG] [MAG       ] TFIN: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:10.183926] [DEBUG] [MAG       ] MKL: Last date is validated at 2025-12-04
[2025-12-04T20:57:10.201041] [INFO ] [LOCAL     ] DJCO: Saved forecast.
[2025-12-04T20:57:10.201108] [INFO ] [main      ] DJCO: Signal=1 (Conf=90.0%), Magnitude=-11.89% (Conf=58.5776%)
[2025-12-04T20:57:10.201450] [INFO ] [main      ] Fetching symbol history for BWIN...
[2025-12-04T20:57:10.201499] [DEBUG] [REMOTE    ] BWIN: Fetching historical data.
[2025-12-04T20:57:10.201649] [INFO ] [main      ] Progress: 356/970 forecasts completed (36.7%). DJCO finished in 0.7s. ETA: 1m 44s. Rate: 353.00 forecasts/min
[2025-12-04T20:57:10.212379] [DEBUG] [REMOTE    ] BWIN: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:10.213405] [DEBUG] [LOCAL     ] Loaded configuration for BWIN: 11 features, N/A% accuracy
[2025-12-04T20:57:10.213457] [INFO ] [LOCAL     ] BWIN: Loaded 11 optimal features with 70.13% confidence from JSON config
[2025-12-04T20:57:10.213851] [DEBUG] [MAG       ] Building data for symbol: BWIN with lookback: 0
[2025-12-04T20:57:10.214710] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-12-04T20:57:10.214774] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:10.219458] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:57:10.220252] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:57:10.221060] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-04T20:57:10.221996] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-04T20:57:10.251150] [INFO ] [LOCAL     ] TFIN: Saved forecast.
[2025-12-04T20:57:10.251218] [INFO ] [main      ] TFIN: Signal=1 (Conf=90.0%), Magnitude=3.36% (Conf=48.6796%)
[2025-12-04T20:57:10.251665] [INFO ] [main      ] Fetching symbol history for AVB...
[2025-12-04T20:57:10.251719] [DEBUG] [REMOTE    ] AVB: Fetching historical data.
[2025-12-04T20:57:10.252534] [INFO ] [main      ] Progress: 357/970 forecasts completed (36.8%). TFIN finished in 0.7s. ETA: 1m 44s. Rate: 353.70 forecasts/min
[2025-12-04T20:57:10.263677] [DEBUG] [REMOTE    ] AVB: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:10.264825] [DEBUG] [LOCAL     ] Loaded configuration for AVB: 5 features, N/A% accuracy
[2025-12-04T20:57:10.264876] [INFO ] [LOCAL     ] AVB: Loaded 5 optimal features with 64.11% confidence from JSON config
[2025-12-04T20:57:10.264906] [DEBUG] [MAG       ] Building data for symbol: AVB with lookback: 0
[2025-12-04T20:57:10.265532] [DEBUG] [MAG       ] SRI: Last date is validated at 2025-12-04
[2025-12-04T20:57:10.265710] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:57:10.265768] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:10.270827] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:10.272409] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-04T20:57:10.272558] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:10.273097] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:10.273479] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:57:10.273836] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-04T20:57:10.274322] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:10.274496] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:10.276448] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:57:10.277000] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:57:10.278138] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-04T20:57:10.280050] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:10.351129] [DEBUG] [MAG       ] MKL: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:10.437033] [DEBUG] [MAG       ] SRI: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:10.515014] [INFO ] [LOCAL     ] SRI: Saved forecast.
[2025-12-04T20:57:10.515080] [INFO ] [main      ] SRI: Signal=1 (Conf=90.0%), Magnitude=1.11% (Conf=48.8376%)
[2025-12-04T20:57:10.515238] [INFO ] [main      ] Fetching symbol history for VECO...
[2025-12-04T20:57:10.515280] [DEBUG] [REMOTE    ] VECO: Fetching historical data.
[2025-12-04T20:57:10.515823] [INFO ] [main      ] Progress: 358/970 forecasts completed (36.9%). SRI finished in 0.7s. ETA: 1m 44s. Rate: 353.15 forecasts/min
[2025-12-04T20:57:10.527264] [DEBUG] [REMOTE    ] VECO: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:10.528193] [DEBUG] [LOCAL     ] Loaded configuration for VECO: 2 features, N/A% accuracy
[2025-12-04T20:57:10.528261] [INFO ] [LOCAL     ] VECO: Loaded 2 optimal features with 50.93% confidence from JSON config
[2025-12-04T20:57:10.528295] [DEBUG] [MAG       ] Building data for symbol: VECO with lookback: 0
[2025-12-04T20:57:10.529142] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:57:10.529198] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:57:10.530833] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-04T20:57:10.531649] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:10.556249] [INFO ] [LOCAL     ] MKL: Saved forecast.
[2025-12-04T20:57:10.556314] [INFO ] [main      ] MKL: Signal=1 (Conf=90.0%), Magnitude=0.61% (Conf=56.081%)
[2025-12-04T20:57:10.556470] [INFO ] [main      ] Fetching symbol history for DASH...
[2025-12-04T20:57:10.556512] [DEBUG] [REMOTE    ] DASH: Fetching historical data.
[2025-12-04T20:57:10.556809] [INFO ] [main      ] Progress: 359/970 forecasts completed (37.0%). MKL finished in 0.7s. ETA: 1m 44s. Rate: 353.90 forecasts/min
[2025-12-04T20:57:10.568965] [DEBUG] [REMOTE    ] DASH: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:10.569746] [DEBUG] [LOCAL     ] Loaded configuration for DASH: 3 features, N/A% accuracy
[2025-12-04T20:57:10.569801] [INFO ] [LOCAL     ] DASH: Loaded 3 optimal features with 68.08% confidence from JSON config
[2025-12-04T20:57:10.569832] [DEBUG] [MAG       ] Building data for symbol: DASH with lookback: 0
[2025-12-04T20:57:10.570618] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:57:10.570674] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:10.575343] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-04T20:57:10.576370] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-04T20:57:10.578109] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:10.617370] [DEBUG] [MAG       ] AVB: Last date is validated at 2025-12-04
[2025-12-04T20:57:10.634530] [DEBUG] [MAG       ] BWIN: Last date is validated at 2025-12-04
[2025-12-04T20:57:10.786959] [DEBUG] [MAG       ] AVB: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:10.808369] [DEBUG] [MAG       ] BWIN: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:10.857677] [DEBUG] [MAG       ] VECO: Last date is validated at 2025-12-04
[2025-12-04T20:57:10.902629] [INFO ] [LOCAL     ] AVB: Saved forecast.
[2025-12-04T20:57:10.902702] [INFO ] [main      ] AVB: Signal=1 (Conf=90.0%), Magnitude=-0.98% (Conf=64.1105%)
[2025-12-04T20:57:10.903064] [INFO ] [main      ] Fetching symbol history for SOCL...
[2025-12-04T20:57:10.903118] [DEBUG] [REMOTE    ] SOCL: Fetching historical data.
[2025-12-04T20:57:10.903969] [INFO ] [main      ] Progress: 360/970 forecasts completed (37.1%). AVB finished in 0.7s. ETA: 1m 44s. Rate: 352.87 forecasts/min
[2025-12-04T20:57:10.906417] [DEBUG] [MAG       ] DASH: Last date is validated at 2025-12-04
[2025-12-04T20:57:10.908143] [INFO ] [LOCAL     ] BWIN: Saved forecast.
[2025-12-04T20:57:10.908242] [INFO ] [main      ] BWIN: Signal=1 (Conf=90.0%), Magnitude=1.74% (Conf=70.1268%)
[2025-12-04T20:57:10.908443] [INFO ] [main      ] Fetching symbol history for CWCO...
[2025-12-04T20:57:10.908488] [DEBUG] [REMOTE    ] CWCO: Fetching historical data.
[2025-12-04T20:57:10.908963] [INFO ] [main      ] Progress: 361/970 forecasts completed (37.2%). BWIN finished in 0.7s. ETA: 1m 43s. Rate: 353.82 forecasts/min
[2025-12-04T20:57:10.915028] [DEBUG] [REMOTE    ] SOCL: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:10.916215] [DEBUG] [LOCAL     ] Loaded configuration for SOCL: 5 features, N/A% accuracy
[2025-12-04T20:57:10.916268] [INFO ] [LOCAL     ] SOCL: Loaded 5 optimal features with 52.17% confidence from JSON config
[2025-12-04T20:57:10.916300] [DEBUG] [MAG       ] Building data for symbol: SOCL with lookback: 0
[2025-12-04T20:57:10.917183] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:57:10.917243] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:10.922210] [DEBUG] [REMOTE    ] CWCO: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:10.922406] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:10.923396] [DEBUG] [LOCAL     ] Loaded configuration for CWCO: 1 features, N/A% accuracy
[2025-12-04T20:57:10.923451] [INFO ] [LOCAL     ] CWCO: Loaded 1 optimal features with 47.40% confidence from JSON config
[2025-12-04T20:57:10.923482] [DEBUG] [MAG       ] Building data for symbol: CWCO with lookback: 0
[2025-12-04T20:57:10.924271] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:10.924414] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-04T20:57:10.924473] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:57:10.924802] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:10.925199] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-04T20:57:10.925975] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:11.022160] [DEBUG] [MAG       ] VECO: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:11.039233] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:11.073905] [DEBUG] [MAG       ] DASH: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:11.099490] [INFO ] [LOCAL     ] VECO: Saved forecast.
[2025-12-04T20:57:11.099558] [INFO ] [main      ] VECO: Signal=1 (Conf=90.0%), Magnitude=2.41% (Conf=50.9345%)
[2025-12-04T20:57:11.099737] [INFO ] [main      ] Fetching symbol history for RES...
[2025-12-04T20:57:11.099779] [DEBUG] [REMOTE    ] RES: Fetching historical data.
[2025-12-04T20:57:11.100757] [INFO ] [main      ] Progress: 362/970 forecasts completed (37.3%). VECO finished in 0.6s. ETA: 1m 43s. Rate: 353.70 forecasts/min
[2025-12-04T20:57:11.111173] [DEBUG] [REMOTE    ] RES: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:11.112272] [DEBUG] [LOCAL     ] Loaded configuration for RES: 4 features, N/A% accuracy
[2025-12-04T20:57:11.112322] [INFO ] [LOCAL     ] RES: Loaded 4 optimal features with 47.36% confidence from JSON config
[2025-12-04T20:57:11.112353] [DEBUG] [MAG       ] Building data for symbol: RES with lookback: 0
[2025-12-04T20:57:11.113144] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:57:11.113200] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:11.114867] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:11.115360] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:11.115758] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-04T20:57:11.121262] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:11.190113] [INFO ] [LOCAL     ] DASH: Saved forecast.
[2025-12-04T20:57:11.190182] [INFO ] [main      ] DASH: Signal=1 (Conf=90.0%), Magnitude=2.07% (Conf=68.0828%)
[2025-12-04T20:57:11.190342] [INFO ] [main      ] Fetching symbol history for TBB...
[2025-12-04T20:57:11.190384] [DEBUG] [REMOTE    ] TBB: Fetching historical data.
[2025-12-04T20:57:11.190847] [INFO ] [main      ] Progress: 363/970 forecasts completed (37.4%). DASH finished in 0.6s. ETA: 1m 43s. Rate: 354.15 forecasts/min
[2025-12-04T20:57:11.201470] [DEBUG] [REMOTE    ] TBB: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:11.202530] [DEBUG] [LOCAL     ] Loaded configuration for TBB: 7 features, N/A% accuracy
[2025-12-04T20:57:11.202604] [INFO ] [LOCAL     ] TBB: Loaded 7 optimal features with 56.08% confidence from JSON config
[2025-12-04T20:57:11.202637] [DEBUG] [MAG       ] Building data for symbol: TBB with lookback: 0
[2025-12-04T20:57:11.203407] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-04T20:57:11.203467] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:11.208164] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:11.209977] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:11.210444] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:11.210853] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:57:11.211704] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:57:11.213994] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-04T20:57:11.214635] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:11.268061] [DEBUG] [MAG       ] SOCL: Last date is validated at 2025-12-04
[2025-12-04T20:57:11.380680] [DEBUG] [MAG       ] CWCO: Last date is validated at 2025-12-04
[2025-12-04T20:57:11.431447] [DEBUG] [MAG       ] SOCL: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:11.446665] [DEBUG] [MAG       ] RES: Last date is validated at 2025-12-04
[2025-12-04T20:57:11.515201] [INFO ] [LOCAL     ] SOCL: Saved forecast.
[2025-12-04T20:57:11.515276] [INFO ] [main      ] SOCL: Signal=1 (Conf=90.0%), Magnitude=0.39% (Conf=52.1701%)
[2025-12-04T20:57:11.515445] [INFO ] [main      ] Fetching symbol history for CADE...
[2025-12-04T20:57:11.515488] [DEBUG] [REMOTE    ] CADE: Fetching historical data.
[2025-12-04T20:57:11.515796] [INFO ] [main      ] Progress: 364/970 forecasts completed (37.5%). SOCL finished in 0.6s. ETA: 1m 43s. Rate: 353.26 forecasts/min
[2025-12-04T20:57:11.526941] [DEBUG] [REMOTE    ] CADE: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:11.527974] [DEBUG] [LOCAL     ] Loaded configuration for CADE: 8 features, N/A% accuracy
[2025-12-04T20:57:11.528030] [INFO ] [LOCAL     ] CADE: Loaded 8 optimal features with 38.78% confidence from JSON config
[2025-12-04T20:57:11.528061] [DEBUG] [MAG       ] Building data for symbol: CADE with lookback: 0
[2025-12-04T20:57:11.528910] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-04T20:57:11.528972] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:11.530662] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:11.531158] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:11.531530] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:57:11.532402] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-04T20:57:11.533160] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-04T20:57:11.534265] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-04T20:57:11.535729] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-04T20:57:11.536315] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:11.545303] [DEBUG] [MAG       ] TBB: Last date is validated at 2025-12-04
[2025-12-04T20:57:11.554899] [DEBUG] [MAG       ] CWCO: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:11.609039] [DEBUG] [MAG       ] RES: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:11.632808] [INFO ] [LOCAL     ] CWCO: Saved forecast.
[2025-12-04T20:57:11.632905] [INFO ] [main      ] CWCO: Signal=1 (Conf=90.0%), Magnitude=1.50% (Conf=47.3983%)
[2025-12-04T20:57:11.633386] [INFO ] [main      ] Fetching symbol history for APO...
[2025-12-04T20:57:11.633441] [DEBUG] [REMOTE    ] APO: Fetching historical data.
[2025-12-04T20:57:11.633682] [INFO ] [main      ] Progress: 365/970 forecasts completed (37.6%). CWCO finished in 0.7s. ETA: 1m 43s. Rate: 353.56 forecasts/min
[2025-12-04T20:57:11.650815] [DEBUG] [REMOTE    ] APO: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:11.652244] [DEBUG] [LOCAL     ] Loaded configuration for APO: 3 features, N/A% accuracy
[2025-12-04T20:57:11.652299] [INFO ] [LOCAL     ] APO: Loaded 3 optimal features with 57.05% confidence from JSON config
[2025-12-04T20:57:11.652331] [DEBUG] [MAG       ] Building data for symbol: APO with lookback: 0
[2025-12-04T20:57:11.653216] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:57:11.653292] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:11.658111] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:57:11.660868] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-04T20:57:11.668315] [INFO ] [LOCAL     ] RES: Saved forecast.
[2025-12-04T20:57:11.668379] [INFO ] [main      ] RES: Signal=1 (Conf=90.0%), Magnitude=1.00% (Conf=47.3624%)
[2025-12-04T20:57:11.668541] [INFO ] [main      ] Fetching symbol history for SAFE...
[2025-12-04T20:57:11.668600] [DEBUG] [REMOTE    ] SAFE: Fetching historical data.
[2025-12-04T20:57:11.669403] [INFO ] [main      ] Progress: 366/970 forecasts completed (37.7%). RES finished in 0.6s. ETA: 1m 42s. Rate: 354.32 forecasts/min
[2025-12-04T20:57:11.680246] [DEBUG] [REMOTE    ] SAFE: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:11.681241] [DEBUG] [LOCAL     ] Loaded configuration for SAFE: 3 features, N/A% accuracy
[2025-12-04T20:57:11.681291] [INFO ] [LOCAL     ] SAFE: Loaded 3 optimal features with 54.64% confidence from JSON config
[2025-12-04T20:57:11.681321] [DEBUG] [MAG       ] Building data for symbol: SAFE with lookback: 0
[2025-12-04T20:57:11.682108] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:57:11.682165] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:11.686820] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-04T20:57:11.688063] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-04T20:57:11.690488] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:11.713874] [DEBUG] [MAG       ] TBB: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:11.738661] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:11.775887] [INFO ] [LOCAL     ] TBB: Saved forecast.
[2025-12-04T20:57:11.775960] [INFO ] [main      ] TBB: Signal=1 (Conf=90.0%), Magnitude=-1.13% (Conf=56.0761%)
[2025-12-04T20:57:11.776125] [INFO ] [main      ] Fetching symbol history for DUKB...
[2025-12-04T20:57:11.776166] [DEBUG] [REMOTE    ] DUKB: Fetching historical data.
[2025-12-04T20:57:11.777723] [INFO ] [main      ] Progress: 367/970 forecasts completed (37.8%). TBB finished in 0.6s. ETA: 1m 42s. Rate: 354.67 forecasts/min
[2025-12-04T20:57:11.788202] [DEBUG] [REMOTE    ] DUKB: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:11.789351] [DEBUG] [LOCAL     ] Loaded configuration for DUKB: 2 features, N/A% accuracy
[2025-12-04T20:57:11.789401] [INFO ] [LOCAL     ] DUKB: Loaded 2 optimal features with 44.28% confidence from JSON config
[2025-12-04T20:57:11.789431] [DEBUG] [MAG       ] Building data for symbol: DUKB with lookback: 0
[2025-12-04T20:57:11.790252] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:57:11.790316] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-04T20:57:11.792281] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-04T20:57:11.807673] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:11.879085] [DEBUG] [MAG       ] CADE: Last date is validated at 2025-12-04
[2025-12-04T20:57:12.017058] [DEBUG] [MAG       ] SAFE: Last date is validated at 2025-12-04
[2025-12-04T20:57:12.052333] [DEBUG] [MAG       ] CADE: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:12.091726] [DEBUG] [MAG       ] APO: Last date is validated at 2025-12-04
[2025-12-04T20:57:12.140914] [INFO ] [LOCAL     ] CADE: Saved forecast.
[2025-12-04T20:57:12.140988] [INFO ] [main      ] CADE: Signal=1 (Conf=90.0%), Magnitude=0.18% (Conf=38.7848%)
[2025-12-04T20:57:12.141339] [INFO ] [main      ] Fetching symbol history for SUPN...
[2025-12-04T20:57:12.141390] [DEBUG] [REMOTE    ] SUPN: Fetching historical data.
[2025-12-04T20:57:12.141661] [INFO ] [main      ] Progress: 368/970 forecasts completed (37.9%). CADE finished in 0.6s. ETA: 1m 42s. Rate: 353.57 forecasts/min
[2025-12-04T20:57:12.145468] [DEBUG] [MAG       ] DUKB: Last date is validated at 2025-12-04
[2025-12-04T20:57:12.153288] [DEBUG] [REMOTE    ] SUPN: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:12.154311] [DEBUG] [LOCAL     ] Loaded configuration for SUPN: 9 features, N/A% accuracy
[2025-12-04T20:57:12.154379] [INFO ] [LOCAL     ] SUPN: Loaded 9 optimal features with 54.04% confidence from JSON config
[2025-12-04T20:57:12.154412] [DEBUG] [MAG       ] Building data for symbol: SUPN with lookback: 0
[2025-12-04T20:57:12.155241] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-04T20:57:12.155303] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:12.160192] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:12.161974] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:12.162445] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:12.162845] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:57:12.163616] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:57:12.180376] [DEBUG] [MAG       ] SAFE: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:12.204183] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-04T20:57:12.206140] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-04T20:57:12.209050] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-04T20:57:12.210769] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:12.248911] [INFO ] [LOCAL     ] SAFE: Saved forecast.
[2025-12-04T20:57:12.248979] [INFO ] [main      ] SAFE: Signal=1 (Conf=90.0%), Magnitude=1.76% (Conf=54.6429%)
[2025-12-04T20:57:12.249139] [INFO ] [main      ] Fetching symbol history for XRX...
[2025-12-04T20:57:12.249182] [DEBUG] [REMOTE    ] XRX: Fetching historical data.
[2025-12-04T20:57:12.249984] [INFO ] [main      ] Progress: 369/970 forecasts completed (38.0%). SAFE finished in 0.6s. ETA: 1m 42s. Rate: 353.91 forecasts/min
[2025-12-04T20:57:12.260478] [DEBUG] [REMOTE    ] XRX: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:12.261543] [DEBUG] [LOCAL     ] Loaded configuration for XRX: 6 features, N/A% accuracy
[2025-12-04T20:57:12.261614] [INFO ] [LOCAL     ] XRX: Loaded 6 optimal features with 67.99% confidence from JSON config
[2025-12-04T20:57:12.261646] [DEBUG] [MAG       ] Building data for symbol: XRX with lookback: 0
[2025-12-04T20:57:12.262413] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:57:12.262472] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:12.263104] [DEBUG] [MAG       ] APO: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:12.264141] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:12.264665] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:57:12.265087] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:12.265470] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:57:12.266364] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-04T20:57:12.267041] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:12.309687] [DEBUG] [MAG       ] DUKB: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:12.374091] [INFO ] [LOCAL     ] DUKB: Saved forecast.
[2025-12-04T20:57:12.374164] [INFO ] [main      ] DUKB: Signal=1 (Conf=90.0%), Magnitude=-0.03% (Conf=44.2832%)
[2025-12-04T20:57:12.374536] [INFO ] [main      ] Fetching symbol history for CGON...
[2025-12-04T20:57:12.374606] [DEBUG] [REMOTE    ] CGON: Fetching historical data.
[2025-12-04T20:57:12.374650] [INFO ] [main      ] Progress: 370/970 forecasts completed (38.1%). DUKB finished in 0.6s. ETA: 1m 42s. Rate: 354.17 forecasts/min
[2025-12-04T20:57:12.387033] [DEBUG] [REMOTE    ] CGON: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:12.388167] [DEBUG] [LOCAL     ] Loaded configuration for CGON: 1 features, N/A% accuracy
[2025-12-04T20:57:12.388219] [INFO ] [LOCAL     ] CGON: Loaded 1 optimal features with 49.72% confidence from JSON config
[2025-12-04T20:57:12.388285] [DEBUG] [MAG       ] Building data for symbol: CGON with lookback: 0
[2025-12-04T20:57:12.389130] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-04T20:57:12.389187] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:57:12.391657] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:12.420105] [INFO ] [LOCAL     ] APO: Saved forecast.
[2025-12-04T20:57:12.420194] [INFO ] [main      ] APO: Signal=1 (Conf=90.0%), Magnitude=-2.44% (Conf=57.0547%)
[2025-12-04T20:57:12.420719] [INFO ] [main      ] Fetching symbol history for HOG...
[2025-12-04T20:57:12.420773] [DEBUG] [REMOTE    ] HOG: Fetching historical data.
[2025-12-04T20:57:12.421636] [INFO ] [main      ] Progress: 371/970 forecasts completed (38.2%). APO finished in 0.8s. ETA: 1m 41s. Rate: 354.86 forecasts/min
[2025-12-04T20:57:12.434747] [DEBUG] [REMOTE    ] HOG: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:12.436617] [DEBUG] [LOCAL     ] Loaded configuration for HOG: 6 features, N/A% accuracy
[2025-12-04T20:57:12.436675] [INFO ] [LOCAL     ] HOG: Loaded 6 optimal features with 59.38% confidence from JSON config
[2025-12-04T20:57:12.436714] [DEBUG] [MAG       ] Building data for symbol: HOG with lookback: 0
[2025-12-04T20:57:12.437681] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:57:12.437743] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:12.443358] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:12.445290] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:57:12.445864] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:57:12.486132] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-04T20:57:12.487621] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:57:12.489539] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:12.563798] [DEBUG] [MAG       ] SUPN: Last date is validated at 2025-12-04
[2025-12-04T20:57:12.598940] [DEBUG] [MAG       ] XRX: Last date is validated at 2025-12-04
[2025-12-04T20:57:12.731389] [DEBUG] [MAG       ] CGON: Last date is validated at 2025-12-04
[2025-12-04T20:57:12.735482] [DEBUG] [MAG       ] SUPN: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:12.771831] [DEBUG] [MAG       ] XRX: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:12.834542] [INFO ] [LOCAL     ] XRX: Saved forecast.
[2025-12-04T20:57:12.834630] [INFO ] [main      ] XRX: Signal=1 (Conf=90.0%), Magnitude=1.88% (Conf=67.991%)
[2025-12-04T20:57:12.834936] [INFO ] [main      ] Fetching symbol history for ED...
[2025-12-04T20:57:12.834983] [DEBUG] [REMOTE    ] ED: Fetching historical data.
[2025-12-04T20:57:12.835801] [INFO ] [main      ] Progress: 372/970 forecasts completed (38.4%). XRX finished in 0.6s. ETA: 1m 42s. Rate: 353.48 forecasts/min
[2025-12-04T20:57:12.838902] [INFO ] [LOCAL     ] SUPN: Saved forecast.
[2025-12-04T20:57:12.838970] [INFO ] [main      ] SUPN: Signal=1 (Conf=90.0%), Magnitude=2.11% (Conf=54.0423%)
[2025-12-04T20:57:12.839354] [INFO ] [main      ] Fetching symbol history for SLN...
[2025-12-04T20:57:12.839405] [DEBUG] [REMOTE    ] SLN: Fetching historical data.
[2025-12-04T20:57:12.840214] [INFO ] [main      ] Progress: 373/970 forecasts completed (38.5%). SUPN finished in 0.7s. ETA: 1m 41s. Rate: 354.41 forecasts/min
[2025-12-04T20:57:12.840710] [DEBUG] [MAG       ] HOG: Last date is validated at 2025-12-04
[2025-12-04T20:57:12.847052] [DEBUG] [REMOTE    ] ED: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:12.848336] [DEBUG] [LOCAL     ] Loaded configuration for ED: 3 features, N/A% accuracy
[2025-12-04T20:57:12.848388] [INFO ] [LOCAL     ] ED: Loaded 3 optimal features with 64.92% confidence from JSON config
[2025-12-04T20:57:12.848442] [DEBUG] [MAG       ] Building data for symbol: ED with lookback: 0
[2025-12-04T20:57:12.849268] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:57:12.849325] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:12.851590] [DEBUG] [REMOTE    ] SLN: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:12.852646] [DEBUG] [LOCAL     ] Loaded configuration for SLN: 4 features, N/A% accuracy
[2025-12-04T20:57:12.852698] [INFO ] [LOCAL     ] SLN: Loaded 4 optimal features with 48.35% confidence from JSON config
[2025-12-04T20:57:12.852731] [DEBUG] [MAG       ] Building data for symbol: SLN with lookback: 0
[2025-12-04T20:57:12.853554] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:57:12.853637] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:12.854168] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-04T20:57:12.855681] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:57:12.856034] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-04T20:57:12.856244] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:12.856841] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:57:12.857185] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:12.859472] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:12.900069] [DEBUG] [MAG       ] CGON: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:13.009488] [INFO ] [LOCAL     ] CGON: Saved forecast.
[2025-12-04T20:57:13.009570] [INFO ] [main      ] CGON: Signal=1 (Conf=90.0%), Magnitude=0.56% (Conf=49.7247%)
[2025-12-04T20:57:13.009764] [INFO ] [main      ] Fetching symbol history for ELVA...
[2025-12-04T20:57:13.009807] [DEBUG] [REMOTE    ] ELVA: Fetching historical data.
[2025-12-04T20:57:13.011341] [INFO ] [main      ] Progress: 374/970 forecasts completed (38.6%). CGON finished in 0.6s. ETA: 1m 41s. Rate: 354.40 forecasts/min
[2025-12-04T20:57:13.012793] [DEBUG] [MAG       ] HOG: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:13.021715] [DEBUG] [REMOTE    ] ELVA: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:13.022668] [DEBUG] [LOCAL     ] Loaded configuration for ELVA: 4 features, N/A% accuracy
[2025-12-04T20:57:13.022721] [INFO ] [LOCAL     ] ELVA: Loaded 4 optimal features with 46.25% confidence from JSON config
[2025-12-04T20:57:13.022754] [DEBUG] [MAG       ] Building data for symbol: ELVA with lookback: 0
[2025-12-04T20:57:13.023654] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:57:13.023715] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:13.025552] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:13.026116] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:13.026519] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:57:13.027466] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:13.099808] [INFO ] [LOCAL     ] HOG: Saved forecast.
[2025-12-04T20:57:13.099896] [INFO ] [main      ] HOG: Signal=1 (Conf=90.0%), Magnitude=1.24% (Conf=59.3805%)
[2025-12-04T20:57:13.100342] [INFO ] [main      ] Fetching symbol history for AG...
[2025-12-04T20:57:13.100393] [DEBUG] [REMOTE    ] AG: Fetching historical data.
[2025-12-04T20:57:13.100697] [INFO ] [main      ] Progress: 375/970 forecasts completed (38.7%). HOG finished in 0.7s. ETA: 1m 41s. Rate: 354.84 forecasts/min
[2025-12-04T20:57:13.113513] [DEBUG] [REMOTE    ] AG: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:13.114664] [DEBUG] [LOCAL     ] Loaded configuration for AG: 4 features, N/A% accuracy
[2025-12-04T20:57:13.114722] [INFO ] [LOCAL     ] AG: Loaded 4 optimal features with 56.69% confidence from JSON config
[2025-12-04T20:57:13.114754] [DEBUG] [MAG       ] Building data for symbol: AG with lookback: 0
[2025-12-04T20:57:13.115633] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:57:13.115690] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:13.117393] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:13.117966] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:13.118375] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-04T20:57:13.119146] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:13.189750] [DEBUG] [MAG       ] ED: Last date is validated at 2025-12-04
[2025-12-04T20:57:13.207474] [DEBUG] [MAG       ] SLN: Last date is validated at 2025-12-04
[2025-12-04T20:57:13.352396] [DEBUG] [MAG       ] ED: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:13.371435] [DEBUG] [MAG       ] ELVA: Last date is validated at 2025-12-04
[2025-12-04T20:57:13.372105] [DEBUG] [MAG       ] SLN: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:13.442072] [INFO ] [LOCAL     ] SLN: Saved forecast.
[2025-12-04T20:57:13.442140] [INFO ] [main      ] SLN: Signal=1 (Conf=90.0%), Magnitude=7.47% (Conf=48.352%)
[2025-12-04T20:57:13.442222] [INFO ] [LOCAL     ] ED: Saved forecast.
[2025-12-04T20:57:13.442288] [INFO ] [main      ] ED: Signal=1 (Conf=90.0%), Magnitude=-0.52% (Conf=64.9168%)
[2025-12-04T20:57:13.442300] [INFO ] [main      ] Fetching symbol history for ELME...
[2025-12-04T20:57:13.442343] [DEBUG] [REMOTE    ] ELME: Fetching historical data.
[2025-12-04T20:57:13.442435] [INFO ] [main      ] Fetching symbol history for PX...
[2025-12-04T20:57:13.442477] [DEBUG] [REMOTE    ] PX: Fetching historical data.
[2025-12-04T20:57:13.443050] [INFO ] [main      ] Progress: 376/970 forecasts completed (38.8%). SLN finished in 0.6s. ETA: 1m 41s. Rate: 353.88 forecasts/min
[2025-12-04T20:57:13.443152] [INFO ] [main      ] Progress: 377/970 forecasts completed (38.9%). ED finished in 0.6s. ETA: 1m 40s. Rate: 354.82 forecasts/min
[2025-12-04T20:57:13.454457] [DEBUG] [REMOTE    ] PX: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:13.454613] [DEBUG] [REMOTE    ] ELME: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:13.456048] [DEBUG] [LOCAL     ] Loaded configuration for ELME: 5 features, N/A% accuracy
[2025-12-04T20:57:13.456099] [INFO ] [LOCAL     ] ELME: Loaded 5 optimal features with 51.44% confidence from JSON config
[2025-12-04T20:57:13.456130] [DEBUG] [MAG       ] Building data for symbol: ELME with lookback: 0
[2025-12-04T20:57:13.456786] [DEBUG] [LOCAL     ] Loaded configuration for PX: 5 features, N/A% accuracy
[2025-12-04T20:57:13.456839] [INFO ] [LOCAL     ] PX: Loaded 5 optimal features with 54.06% confidence from JSON config
[2025-12-04T20:57:13.456871] [DEBUG] [MAG       ] Building data for symbol: PX with lookback: 0
[2025-12-04T20:57:13.456930] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:57:13.456988] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:13.457669] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:57:13.457737] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:13.458697] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:13.459196] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:13.459163] [DEBUG] [MAG       ] AG: Last date is validated at 2025-12-04
[2025-12-04T20:57:13.459600] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:57:13.462559] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-04T20:57:13.463394] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-04T20:57:13.466165] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-04T20:57:13.470131] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-04T20:57:13.472826] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:13.540372] [DEBUG] [MAG       ] ELVA: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:13.564927] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:57:13.600145] [INFO ] [LOCAL     ] ELVA: Saved forecast.
[2025-12-04T20:57:13.600225] [INFO ] [main      ] ELVA: Signal=1 (Conf=90.0%), Magnitude=13.11% (Conf=46.2536%)
[2025-12-04T20:57:13.600609] [INFO ] [main      ] Fetching symbol history for CASS...
[2025-12-04T20:57:13.600663] [DEBUG] [REMOTE    ] CASS: Fetching historical data.
[2025-12-04T20:57:13.600667] [INFO ] [main      ] Progress: 378/970 forecasts completed (39.0%). ELVA finished in 0.6s. ETA: 1m 40s. Rate: 354.88 forecasts/min
[2025-12-04T20:57:13.603223] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:13.612661] [DEBUG] [REMOTE    ] CASS: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:13.613738] [DEBUG] [LOCAL     ] Loaded configuration for CASS: 5 features, N/A% accuracy
[2025-12-04T20:57:13.613796] [INFO ] [LOCAL     ] CASS: Loaded 5 optimal features with 53.63% confidence from JSON config
[2025-12-04T20:57:13.613825] [DEBUG] [MAG       ] Building data for symbol: CASS with lookback: 0
[2025-12-04T20:57:13.614623] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:57:13.614706] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-04T20:57:13.615305] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-04T20:57:13.618193] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-04T20:57:13.620342] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-04T20:57:13.622718] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-04T20:57:13.624330] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:13.629494] [DEBUG] [MAG       ] AG: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:13.699713] [INFO ] [LOCAL     ] AG: Saved forecast.
[2025-12-04T20:57:13.699808] [INFO ] [main      ] AG: Signal=1 (Conf=90.0%), Magnitude=0.12% (Conf=56.69%)
[2025-12-04T20:57:13.700300] [INFO ] [main      ] Fetching symbol history for RARE...
[2025-12-04T20:57:13.700356] [DEBUG] [REMOTE    ] RARE: Fetching historical data.
[2025-12-04T20:57:13.700689] [INFO ] [main      ] Progress: 379/970 forecasts completed (39.1%). AG finished in 0.6s. ETA: 1m 40s. Rate: 355.27 forecasts/min
[2025-12-04T20:57:13.713286] [DEBUG] [REMOTE    ] RARE: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:13.714381] [DEBUG] [LOCAL     ] Loaded configuration for RARE: 8 features, N/A% accuracy
[2025-12-04T20:57:13.714446] [INFO ] [LOCAL     ] RARE: Loaded 8 optimal features with 56.29% confidence from JSON config
[2025-12-04T20:57:13.714481] [DEBUG] [MAG       ] Building data for symbol: RARE with lookback: 0
[2025-12-04T20:57:13.715455] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-04T20:57:13.715517] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:13.717366] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:13.717943] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:13.718363] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:57:13.720002] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-04T20:57:13.720785] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-04T20:57:13.721984] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-04T20:57:13.722710] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-04T20:57:13.723872] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:13.801107] [DEBUG] [MAG       ] PX: Last date is validated at 2025-12-04
[2025-12-04T20:57:13.940319] [DEBUG] [MAG       ] ELME: Last date is validated at 2025-12-04
[2025-12-04T20:57:13.964242] [DEBUG] [MAG       ] PX: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:13.965293] [DEBUG] [MAG       ] CASS: Last date is validated at 2025-12-04
[2025-12-04T20:57:14.034202] [INFO ] [LOCAL     ] PX: Saved forecast.
[2025-12-04T20:57:14.034269] [INFO ] [main      ] PX: Signal=1 (Conf=90.0%), Magnitude=0.88% (Conf=54.0617%)
[2025-12-04T20:57:14.034426] [INFO ] [main      ] Fetching symbol history for FOXA...
[2025-12-04T20:57:14.034468] [DEBUG] [REMOTE    ] FOXA: Fetching historical data.
[2025-12-04T20:57:14.035555] [INFO ] [main      ] Progress: 380/970 forecasts completed (39.2%). PX finished in 0.6s. ETA: 1m 40s. Rate: 354.35 forecasts/min
[2025-12-04T20:57:14.046146] [DEBUG] [REMOTE    ] FOXA: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:14.046961] [DEBUG] [LOCAL     ] Loaded configuration for FOXA: 9 features, N/A% accuracy
[2025-12-04T20:57:14.047011] [INFO ] [LOCAL     ] FOXA: Loaded 9 optimal features with 53.31% confidence from JSON config
[2025-12-04T20:57:14.047041] [DEBUG] [MAG       ] Building data for symbol: FOXA with lookback: 0
[2025-12-04T20:57:14.047826] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-04T20:57:14.047886] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:14.052539] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:14.054274] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:14.054756] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:57:14.055174] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:14.055544] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:57:14.057834] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-04T20:57:14.058604] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-04T20:57:14.060051] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-04T20:57:14.062907] [DEBUG] [MAG       ] RARE: Last date is validated at 2025-12-04
[2025-12-04T20:57:14.063754] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:14.114447] [DEBUG] [MAG       ] ELME: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:14.141639] [DEBUG] [MAG       ] CASS: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:14.177907] [INFO ] [LOCAL     ] ELME: Saved forecast.
[2025-12-04T20:57:14.177979] [INFO ] [main      ] ELME: Signal=1 (Conf=90.0%), Magnitude=-0.36% (Conf=51.4368%)
[2025-12-04T20:57:14.178144] [INFO ] [main      ] Fetching symbol history for DIN...
[2025-12-04T20:57:14.178185] [DEBUG] [REMOTE    ] DIN: Fetching historical data.
[2025-12-04T20:57:14.178859] [INFO ] [main      ] Progress: 381/970 forecasts completed (39.3%). ELME finished in 0.7s. ETA: 1m 40s. Rate: 354.49 forecasts/min
[2025-12-04T20:57:14.190780] [DEBUG] [REMOTE    ] DIN: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:14.195481] [DEBUG] [LOCAL     ] Loaded configuration for DIN: 7 features, N/A% accuracy
[2025-12-04T20:57:14.195532] [INFO ] [LOCAL     ] DIN: Loaded 7 optimal features with 54.31% confidence from JSON config
[2025-12-04T20:57:14.195563] [DEBUG] [MAG       ] Building data for symbol: DIN with lookback: 0
[2025-12-04T20:57:14.196383] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-04T20:57:14.196445] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:14.201152] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:14.202925] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:14.203386] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:14.203786] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:57:14.231076] [INFO ] [LOCAL     ] CASS: Saved forecast.
[2025-12-04T20:57:14.231146] [INFO ] [main      ] CASS: Signal=1 (Conf=90.0%), Magnitude=0.65% (Conf=53.6314%)
[2025-12-04T20:57:14.231484] [INFO ] [main      ] Fetching symbol history for CMI...
[2025-12-04T20:57:14.231535] [DEBUG] [REMOTE    ] CMI: Fetching historical data.
[2025-12-04T20:57:14.231661] [INFO ] [main      ] Progress: 382/970 forecasts completed (39.4%). CASS finished in 0.6s. ETA: 1m 39s. Rate: 355.13 forecasts/min
[2025-12-04T20:57:14.237748] [DEBUG] [MAG       ] RARE: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:14.245128] [DEBUG] [REMOTE    ] CMI: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:14.246028] [DEBUG] [LOCAL     ] Loaded configuration for CMI: 5 features, N/A% accuracy
[2025-12-04T20:57:14.246080] [INFO ] [LOCAL     ] CMI: Loaded 5 optimal features with 57.39% confidence from JSON config
[2025-12-04T20:57:14.246112] [DEBUG] [MAG       ] Building data for symbol: CMI with lookback: 0
[2025-12-04T20:57:14.246984] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:57:14.247044] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:14.251976] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:14.253945] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:57:14.254463] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-04T20:57:14.255214] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-04T20:57:14.257375] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:14.316550] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-04T20:57:14.319889] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-04T20:57:14.334094] [INFO ] [LOCAL     ] RARE: Saved forecast.
[2025-12-04T20:57:14.334173] [INFO ] [main      ] RARE: Signal=1 (Conf=90.0%), Magnitude=2.71% (Conf=56.2885%)
[2025-12-04T20:57:14.334654] [INFO ] [main      ] Fetching symbol history for GSL...
[2025-12-04T20:57:14.334706] [DEBUG] [REMOTE    ] GSL: Fetching historical data.
[2025-12-04T20:57:14.334691] [INFO ] [main      ] Progress: 383/970 forecasts completed (39.5%). RARE finished in 0.6s. ETA: 1m 39s. Rate: 355.49 forecasts/min
[2025-12-04T20:57:14.338034] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:14.348257] [DEBUG] [REMOTE    ] GSL: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:14.349624] [DEBUG] [LOCAL     ] Loaded configuration for GSL: 2 features, N/A% accuracy
[2025-12-04T20:57:14.349678] [INFO ] [LOCAL     ] GSL: Loaded 2 optimal features with 49.41% confidence from JSON config
[2025-12-04T20:57:14.349737] [DEBUG] [MAG       ] Building data for symbol: GSL with lookback: 0
[2025-12-04T20:57:14.350633] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:57:14.350691] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:14.355460] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:57:14.357164] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:14.413009] [DEBUG] [MAG       ] FOXA: Last date is validated at 2025-12-04
[2025-12-04T20:57:14.580430] [DEBUG] [MAG       ] FOXA: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:14.604561] [DEBUG] [MAG       ] CMI: Last date is validated at 2025-12-04
[2025-12-04T20:57:14.673152] [INFO ] [LOCAL     ] FOXA: Saved forecast.
[2025-12-04T20:57:14.673226] [INFO ] [main      ] FOXA: Signal=1 (Conf=90.0%), Magnitude=-0.06% (Conf=53.3053%)
[2025-12-04T20:57:14.673586] [INFO ] [main      ] Fetching symbol history for GSBC...
[2025-12-04T20:57:14.673636] [DEBUG] [REMOTE    ] GSBC: Fetching historical data.
[2025-12-04T20:57:14.674367] [INFO ] [main      ] Progress: 384/970 forecasts completed (39.6%). FOXA finished in 0.6s. ETA: 1m 39s. Rate: 354.56 forecasts/min
[2025-12-04T20:57:14.684557] [DEBUG] [REMOTE    ] GSBC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:14.685490] [DEBUG] [LOCAL     ] Loaded configuration for GSBC: 7 features, N/A% accuracy
[2025-12-04T20:57:14.685540] [INFO ] [LOCAL     ] GSBC: Loaded 7 optimal features with 53.93% confidence from JSON config
[2025-12-04T20:57:14.685569] [DEBUG] [MAG       ] Building data for symbol: GSBC with lookback: 0
[2025-12-04T20:57:14.686374] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-04T20:57:14.686432] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:14.691218] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:14.693023] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:14.693486] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:14.693878] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:57:14.694724] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-04T20:57:14.696440] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-04T20:57:14.697420] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:14.707796] [DEBUG] [MAG       ] GSL: Last date is validated at 2025-12-04
[2025-12-04T20:57:14.748902] [DEBUG] [MAG       ] DIN: Last date is validated at 2025-12-04
[2025-12-04T20:57:14.769315] [DEBUG] [MAG       ] CMI: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:14.880164] [DEBUG] [MAG       ] GSL: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:14.917358] [INFO ] [LOCAL     ] CMI: Saved forecast.
[2025-12-04T20:57:14.917671] [INFO ] [main      ] CMI: Signal=1 (Conf=90.0%), Magnitude=-1.06% (Conf=57.3855%)
[2025-12-04T20:57:14.917953] [INFO ] [main      ] Fetching symbol history for AVK...
[2025-12-04T20:57:14.917998] [DEBUG] [REMOTE    ] AVK: Fetching historical data.
[2025-12-04T20:57:14.918838] [INFO ] [main      ] Progress: 385/970 forecasts completed (39.7%). CMI finished in 0.7s. ETA: 1m 39s. Rate: 354.15 forecasts/min
[2025-12-04T20:57:14.930898] [DEBUG] [MAG       ] DIN: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:14.931400] [DEBUG] [REMOTE    ] AVK: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:14.932621] [DEBUG] [LOCAL     ] Loaded configuration for AVK: 1 features, N/A% accuracy
[2025-12-04T20:57:14.932674] [INFO ] [LOCAL     ] AVK: Loaded 1 optimal features with 46.06% confidence from JSON config
[2025-12-04T20:57:14.932706] [DEBUG] [MAG       ] Building data for symbol: AVK with lookback: 0
[2025-12-04T20:57:14.933678] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-04T20:57:14.933736] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:14.938683] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:14.961439] [INFO ] [LOCAL     ] GSL: Saved forecast.
[2025-12-04T20:57:14.961523] [INFO ] [main      ] GSL: Signal=1 (Conf=90.0%), Magnitude=-1.34% (Conf=49.4084%)
[2025-12-04T20:57:14.962013] [INFO ] [main      ] Fetching symbol history for BDSX...
[2025-12-04T20:57:14.962064] [DEBUG] [REMOTE    ] BDSX: Fetching historical data.
[2025-12-04T20:57:14.962631] [INFO ] [main      ] Progress: 386/970 forecasts completed (39.8%). GSL finished in 0.6s. ETA: 1m 39s. Rate: 354.83 forecasts/min
[2025-12-04T20:57:14.976342] [DEBUG] [REMOTE    ] BDSX: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:14.977864] [DEBUG] [LOCAL     ] Loaded configuration for BDSX: 6 features, N/A% accuracy
[2025-12-04T20:57:14.977959] [INFO ] [LOCAL     ] BDSX: Loaded 6 optimal features with 50.12% confidence from JSON config
[2025-12-04T20:57:14.977995] [DEBUG] [MAG       ] Building data for symbol: BDSX with lookback: 0
[2025-12-04T20:57:14.979464] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:57:14.979561] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:14.986382] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:14.988819] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:14.989389] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:57:14.989869] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:14.990303] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-04T20:57:14.993252] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:15.024816] [INFO ] [LOCAL     ] DIN: Saved forecast.
[2025-12-04T20:57:15.024891] [INFO ] [main      ] DIN: Signal=1 (Conf=90.0%), Magnitude=1.77% (Conf=54.3098%)
[2025-12-04T20:57:15.025000] [DEBUG] [MAG       ] GSBC: Last date is validated at 2025-12-04
[2025-12-04T20:57:15.025063] [INFO ] [main      ] Fetching symbol history for GEN...
[2025-12-04T20:57:15.025106] [DEBUG] [REMOTE    ] GEN: Fetching historical data.
[2025-12-04T20:57:15.026623] [INFO ] [main      ] Progress: 387/970 forecasts completed (39.9%). DIN finished in 0.8s. ETA: 1m 38s. Rate: 355.40 forecasts/min
[2025-12-04T20:57:15.037920] [DEBUG] [REMOTE    ] GEN: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:15.039080] [DEBUG] [LOCAL     ] Loaded configuration for GEN: 6 features, N/A% accuracy
[2025-12-04T20:57:15.039151] [INFO ] [LOCAL     ] GEN: Loaded 6 optimal features with 51.32% confidence from JSON config
[2025-12-04T20:57:15.039197] [DEBUG] [MAG       ] Building data for symbol: GEN with lookback: 0
[2025-12-04T20:57:15.040123] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:57:15.040185] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:15.045268] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:57:15.159642] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-04T20:57:15.160736] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-04T20:57:15.161392] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-04T20:57:15.164254] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-04T20:57:15.179546] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:15.186663] [DEBUG] [MAG       ] GSBC: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:15.287024] [INFO ] [LOCAL     ] GSBC: Saved forecast.
[2025-12-04T20:57:15.287090] [INFO ] [main      ] GSBC: Signal=1 (Conf=90.0%), Magnitude=0.03% (Conf=53.9295%)
[2025-12-04T20:57:15.287430] [INFO ] [main      ] Progress: 388/970 forecasts completed (40.0%). GSBC finished in 0.6s. ETA: 1m 38s. Rate: 354.90 forecasts/min
[2025-12-04T20:57:15.287553] [INFO ] [main      ] Fetching symbol history for SATS...
[2025-12-04T20:57:15.287613] [DEBUG] [REMOTE    ] SATS: Fetching historical data.
[2025-12-04T20:57:15.296260] [DEBUG] [MAG       ] AVK: Last date is validated at 2025-12-04
[2025-12-04T20:57:15.298827] [DEBUG] [REMOTE    ] SATS: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:15.299817] [DEBUG] [LOCAL     ] Loaded configuration for SATS: 6 features, N/A% accuracy
[2025-12-04T20:57:15.299868] [INFO ] [LOCAL     ] SATS: Loaded 6 optimal features with 65.58% confidence from JSON config
[2025-12-04T20:57:15.299899] [DEBUG] [MAG       ] Building data for symbol: SATS with lookback: 0
[2025-12-04T20:57:15.300700] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:57:15.300772] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:15.305496] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:57:15.306287] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:57:15.307102] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:57:15.309476] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-04T20:57:15.310678] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-04T20:57:15.312553] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:15.359628] [DEBUG] [MAG       ] BDSX: Last date is validated at 2025-12-04
[2025-12-04T20:57:15.466389] [DEBUG] [MAG       ] AVK: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:15.517739] [DEBUG] [MAG       ] GEN: Last date is validated at 2025-12-04
[2025-12-04T20:57:15.524838] [INFO ] [LOCAL     ] AVK: Saved forecast.
[2025-12-04T20:57:15.524923] [INFO ] [main      ] AVK: Signal=1 (Conf=90.0%), Magnitude=0.13% (Conf=46.0566%)
[2025-12-04T20:57:15.525122] [INFO ] [main      ] Fetching symbol history for PSQH...
[2025-12-04T20:57:15.525166] [DEBUG] [REMOTE    ] PSQH: Fetching historical data.
[2025-12-04T20:57:15.525864] [INFO ] [main      ] Progress: 389/970 forecasts completed (40.1%). AVK finished in 0.6s. ETA: 1m 38s. Rate: 354.53 forecasts/min
[2025-12-04T20:57:15.534505] [DEBUG] [MAG       ] BDSX: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:15.539121] [DEBUG] [REMOTE    ] PSQH: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:15.540422] [DEBUG] [LOCAL     ] Loaded configuration for PSQH: 6 features, N/A% accuracy
[2025-12-04T20:57:15.540479] [INFO ] [LOCAL     ] PSQH: Loaded 6 optimal features with 51.31% confidence from JSON config
[2025-12-04T20:57:15.540510] [DEBUG] [MAG       ] Building data for symbol: PSQH with lookback: 0
[2025-12-04T20:57:15.541451] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:57:15.541513] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:15.546416] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:15.548264] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:57:15.548790] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-04T20:57:15.552837] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-04T20:57:15.554318] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-04T20:57:15.556998] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:15.622847] [INFO ] [LOCAL     ] BDSX: Saved forecast.
[2025-12-04T20:57:15.622934] [INFO ] [main      ] BDSX: Signal=1 (Conf=90.0%), Magnitude=-6.83% (Conf=50.1219%)
[2025-12-04T20:57:15.623418] [INFO ] [main      ] Fetching symbol history for ARMK...
[2025-12-04T20:57:15.623472] [DEBUG] [REMOTE    ] ARMK: Fetching historical data.
[2025-12-04T20:57:15.623639] [INFO ] [main      ] Progress: 390/970 forecasts completed (40.2%). BDSX finished in 0.7s. ETA: 1m 38s. Rate: 354.91 forecasts/min
[2025-12-04T20:57:15.638933] [DEBUG] [REMOTE    ] ARMK: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:15.640408] [DEBUG] [LOCAL     ] Loaded configuration for ARMK: 5 features, N/A% accuracy
[2025-12-04T20:57:15.640480] [INFO ] [LOCAL     ] ARMK: Loaded 5 optimal features with 51.73% confidence from JSON config
[2025-12-04T20:57:15.640526] [DEBUG] [MAG       ] Building data for symbol: ARMK with lookback: 0
[2025-12-04T20:57:15.641065] [DEBUG] [MAG       ] SATS: Last date is validated at 2025-12-04
[2025-12-04T20:57:15.641895] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:57:15.641983] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:15.644827] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:15.645770] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:15.646448] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:57:15.650301] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-04T20:57:15.652283] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:15.686521] [DEBUG] [MAG       ] GEN: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:15.769132] [INFO ] [LOCAL     ] GEN: Saved forecast.
[2025-12-04T20:57:15.769206] [INFO ] [main      ] GEN: Signal=1 (Conf=90.0%), Magnitude=-0.43% (Conf=51.32%)
[2025-12-04T20:57:15.769378] [INFO ] [main      ] Fetching symbol history for ITRN...
[2025-12-04T20:57:15.769421] [DEBUG] [REMOTE    ] ITRN: Fetching historical data.
[2025-12-04T20:57:15.770499] [INFO ] [main      ] Progress: 391/970 forecasts completed (40.3%). GEN finished in 0.7s. ETA: 1m 38s. Rate: 355.03 forecasts/min
[2025-12-04T20:57:15.781470] [DEBUG] [REMOTE    ] ITRN: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:15.782554] [DEBUG] [LOCAL     ] Loaded configuration for ITRN: 8 features, N/A% accuracy
[2025-12-04T20:57:15.782632] [INFO ] [LOCAL     ] ITRN: Loaded 8 optimal features with 67.30% confidence from JSON config
[2025-12-04T20:57:15.782665] [DEBUG] [MAG       ] Building data for symbol: ITRN with lookback: 0
[2025-12-04T20:57:15.783465] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-04T20:57:15.783525] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:15.785226] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:15.785792] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:15.786174] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:57:15.787061] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-04T20:57:15.788056] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-04T20:57:15.792178] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-04T20:57:15.793505] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-04T20:57:15.795565] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:15.802598] [DEBUG] [MAG       ] SATS: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:15.903451] [DEBUG] [MAG       ] PSQH: Last date is validated at 2025-12-04
[2025-12-04T20:57:15.947945] [INFO ] [LOCAL     ] SATS: Saved forecast.
[2025-12-04T20:57:15.948011] [INFO ] [main      ] SATS: Signal=1 (Conf=90.0%), Magnitude=-2.97% (Conf=65.5803%)
[2025-12-04T20:57:15.948698] [INFO ] [main      ] Fetching symbol history for RCS...
[2025-12-04T20:57:15.948749] [DEBUG] [REMOTE    ] RCS: Fetching historical data.
[2025-12-04T20:57:15.950628] [INFO ] [main      ] Progress: 392/970 forecasts completed (40.4%). SATS finished in 0.7s. ETA: 1m 38s. Rate: 354.97 forecasts/min
[2025-12-04T20:57:15.961803] [DEBUG] [REMOTE    ] RCS: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:15.962915] [DEBUG] [LOCAL     ] Loaded configuration for RCS: 8 features, N/A% accuracy
[2025-12-04T20:57:15.962967] [INFO ] [LOCAL     ] RCS: Loaded 8 optimal features with 42.40% confidence from JSON config
[2025-12-04T20:57:15.962998] [DEBUG] [MAG       ] Building data for symbol: RCS with lookback: 0
[2025-12-04T20:57:15.963833] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-04T20:57:15.963894] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:15.968671] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:15.970533] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:15.971081] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:15.971459] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:57:16.010384] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-04T20:57:16.011671] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-04T20:57:16.026849] [DEBUG] [MAG       ] ARMK: Last date is validated at 2025-12-04
[2025-12-04T20:57:16.056970] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-04T20:57:16.059979] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:16.079091] [DEBUG] [MAG       ] PSQH: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:16.133462] [DEBUG] [MAG       ] ITRN: Last date is validated at 2025-12-04
[2025-12-04T20:57:16.154284] [INFO ] [LOCAL     ] PSQH: Saved forecast.
[2025-12-04T20:57:16.154374] [INFO ] [main      ] PSQH: Signal=1 (Conf=90.0%), Magnitude=8.06% (Conf=51.3107%)
[2025-12-04T20:57:16.154612] [INFO ] [main      ] Fetching symbol history for FCX...
[2025-12-04T20:57:16.154660] [DEBUG] [REMOTE    ] FCX: Fetching historical data.
[2025-12-04T20:57:16.157682] [INFO ] [main      ] Progress: 393/970 forecasts completed (40.5%). PSQH finished in 0.6s. ETA: 1m 38s. Rate: 354.77 forecasts/min
[2025-12-04T20:57:16.168567] [DEBUG] [REMOTE    ] FCX: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:16.169934] [DEBUG] [LOCAL     ] Loaded configuration for FCX: 8 features, N/A% accuracy
[2025-12-04T20:57:16.169987] [INFO ] [LOCAL     ] FCX: Loaded 8 optimal features with 66.14% confidence from JSON config
[2025-12-04T20:57:16.170017] [DEBUG] [MAG       ] Building data for symbol: FCX with lookback: 0
[2025-12-04T20:57:16.170933] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-04T20:57:16.170997] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:16.172856] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:16.173423] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:16.173855] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:57:16.205739] [DEBUG] [MAG       ] ARMK: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:16.284251] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-04T20:57:16.285666] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-04T20:57:16.286372] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-04T20:57:16.289325] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-04T20:57:16.290900] [INFO ] [LOCAL     ] ARMK: Saved forecast.
[2025-12-04T20:57:16.290936] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:16.290984] [INFO ] [main      ] ARMK: Signal=1 (Conf=90.0%), Magnitude=0.16% (Conf=51.7312%)
[2025-12-04T20:57:16.291446] [INFO ] [main      ] Fetching symbol history for CTS...
[2025-12-04T20:57:16.291497] [DEBUG] [REMOTE    ] CTS: Fetching historical data.
[2025-12-04T20:57:16.291679] [INFO ] [main      ] Progress: 394/970 forecasts completed (40.6%). ARMK finished in 0.7s. ETA: 1m 37s. Rate: 354.96 forecasts/min
[2025-12-04T20:57:16.296156] [DEBUG] [MAG       ] ITRN: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:16.304687] [DEBUG] [REMOTE    ] CTS: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:16.305792] [DEBUG] [LOCAL     ] Loaded configuration for CTS: 4 features, N/A% accuracy
[2025-12-04T20:57:16.305845] [INFO ] [LOCAL     ] CTS: Loaded 4 optimal features with 54.93% confidence from JSON config
[2025-12-04T20:57:16.305876] [DEBUG] [MAG       ] Building data for symbol: CTS with lookback: 0
[2025-12-04T20:57:16.306776] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:57:16.306836] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:16.312398] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:16.314497] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:16.315109] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:16.315588] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:16.380814] [INFO ] [LOCAL     ] ITRN: Saved forecast.
[2025-12-04T20:57:16.380886] [INFO ] [main      ] ITRN: Signal=1 (Conf=90.0%), Magnitude=-0.12% (Conf=67.3035%)
[2025-12-04T20:57:16.381048] [INFO ] [main      ] Fetching symbol history for PRVA...
[2025-12-04T20:57:16.381092] [DEBUG] [REMOTE    ] PRVA: Fetching historical data.
[2025-12-04T20:57:16.383685] [INFO ] [main      ] Progress: 395/970 forecasts completed (40.7%). ITRN finished in 0.6s. ETA: 1m 37s. Rate: 355.37 forecasts/min
[2025-12-04T20:57:16.392826] [DEBUG] [REMOTE    ] PRVA: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:16.393721] [DEBUG] [LOCAL     ] Loaded configuration for PRVA: 8 features, N/A% accuracy
[2025-12-04T20:57:16.393773] [INFO ] [LOCAL     ] PRVA: Loaded 8 optimal features with 48.83% confidence from JSON config
[2025-12-04T20:57:16.393803] [DEBUG] [MAG       ] Building data for symbol: PRVA with lookback: 0
[2025-12-04T20:57:16.394569] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-04T20:57:16.394648] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:16.397031] [DEBUG] [MAG       ] RCS: Last date is validated at 2025-12-04
[2025-12-04T20:57:16.399299] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:16.401024] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:16.401474] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:57:16.401920] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:16.402292] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:57:16.404543] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:57:16.442198] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-04T20:57:16.445993] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:16.562128] [DEBUG] [MAG       ] RCS: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:16.629130] [INFO ] [LOCAL     ] RCS: Saved forecast.
[2025-12-04T20:57:16.629216] [INFO ] [main      ] RCS: Signal=1 (Conf=90.0%), Magnitude=0.01% (Conf=42.3952%)
[2025-12-04T20:57:16.629617] [INFO ] [main      ] Progress: 396/970 forecasts completed (40.8%). RCS finished in 0.7s. ETA: 1m 37s. Rate: 354.96 forecasts/min
[2025-12-04T20:57:16.629748] [INFO ] [main      ] Fetching symbol history for PLRX...
[2025-12-04T20:57:16.629792] [DEBUG] [REMOTE    ] PLRX: Fetching historical data.
[2025-12-04T20:57:16.642521] [DEBUG] [REMOTE    ] PLRX: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:16.643625] [DEBUG] [LOCAL     ] Loaded configuration for PLRX: 1 features, N/A% accuracy
[2025-12-04T20:57:16.643677] [INFO ] [LOCAL     ] PLRX: Loaded 1 optimal features with 37.30% confidence from JSON config
[2025-12-04T20:57:16.643712] [DEBUG] [MAG       ] Building data for symbol: PLRX with lookback: 0
[2025-12-04T20:57:16.644547] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-04T20:57:16.644623] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-04T20:57:16.645701] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:16.651957] [DEBUG] [MAG       ] FCX: Last date is validated at 2025-12-04
[2025-12-04T20:57:16.692703] [DEBUG] [MAG       ] CTS: Last date is validated at 2025-12-04
[2025-12-04T20:57:16.773969] [DEBUG] [MAG       ] PRVA: Last date is validated at 2025-12-04
[2025-12-04T20:57:16.821640] [DEBUG] [MAG       ] FCX: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:16.868186] [DEBUG] [MAG       ] CTS: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:16.933336] [INFO ] [LOCAL     ] FCX: Saved forecast.
[2025-12-04T20:57:16.933417] [INFO ] [main      ] FCX: Signal=1 (Conf=90.0%), Magnitude=1.50% (Conf=66.1376%)
[2025-12-04T20:57:16.933721] [INFO ] [main      ] Fetching symbol history for ETSY...
[2025-12-04T20:57:16.933771] [DEBUG] [REMOTE    ] ETSY: Fetching historical data.
[2025-12-04T20:57:16.933877] [INFO ] [main      ] Progress: 397/970 forecasts completed (40.9%). FCX finished in 0.8s. ETA: 1m 37s. Rate: 354.24 forecasts/min
[2025-12-04T20:57:16.947752] [DEBUG] [REMOTE    ] ETSY: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:16.948890] [DEBUG] [LOCAL     ] Loaded configuration for ETSY: 2 features, N/A% accuracy
[2025-12-04T20:57:16.948947] [INFO ] [LOCAL     ] ETSY: Loaded 2 optimal features with 56.70% confidence from JSON config
[2025-12-04T20:57:16.948978] [DEBUG] [MAG       ] Building data for symbol: ETSY with lookback: 0
[2025-12-04T20:57:16.949893] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:57:16.949950] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-04T20:57:16.950182] [DEBUG] [MAG       ] PRVA: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:16.950615] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-04T20:57:16.952241] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:16.957904] [INFO ] [LOCAL     ] CTS: Saved forecast.
[2025-12-04T20:57:16.957988] [INFO ] [main      ] CTS: Signal=1 (Conf=90.0%), Magnitude=-0.55% (Conf=54.9336%)
[2025-12-04T20:57:16.958488] [INFO ] [main      ] Fetching symbol history for REAX...
[2025-12-04T20:57:16.958545] [DEBUG] [REMOTE    ] REAX: Fetching historical data.
[2025-12-04T20:57:16.958676] [INFO ] [main      ] Progress: 398/970 forecasts completed (41.0%). CTS finished in 0.7s. ETA: 1m 37s. Rate: 355.01 forecasts/min
[2025-12-04T20:57:16.972473] [DEBUG] [REMOTE    ] REAX: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:16.973680] [DEBUG] [LOCAL     ] Loaded configuration for REAX: 5 features, N/A% accuracy
[2025-12-04T20:57:16.973735] [INFO ] [LOCAL     ] REAX: Loaded 5 optimal features with 53.25% confidence from JSON config
[2025-12-04T20:57:16.973766] [DEBUG] [MAG       ] Building data for symbol: REAX with lookback: 0
[2025-12-04T20:57:16.974694] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:57:16.974759] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-04T20:57:16.975759] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-04T20:57:16.977036] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-04T20:57:16.978708] [DEBUG] [MAG       ] PLRX: Last date is validated at 2025-12-04
[2025-12-04T20:57:16.981531] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-04T20:57:16.983701] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-04T20:57:16.997851] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:17.030011] [INFO ] [LOCAL     ] PRVA: Saved forecast.
[2025-12-04T20:57:17.030087] [INFO ] [main      ] PRVA: Signal=1 (Conf=90.0%), Magnitude=-2.62% (Conf=48.8284%)
[2025-12-04T20:57:17.030255] [INFO ] [main      ] Fetching symbol history for OPP...
[2025-12-04T20:57:17.030298] [DEBUG] [REMOTE    ] OPP: Fetching historical data.
[2025-12-04T20:57:17.031658] [INFO ] [main      ] Progress: 399/970 forecasts completed (41.1%). PRVA finished in 0.6s. ETA: 1m 36s. Rate: 355.51 forecasts/min
[2025-12-04T20:57:17.042133] [DEBUG] [REMOTE    ] OPP: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:17.042874] [DEBUG] [LOCAL     ] Loaded configuration for OPP: 9 features, N/A% accuracy
[2025-12-04T20:57:17.043256] [INFO ] [LOCAL     ] OPP: Loaded 9 optimal features with 42.67% confidence from JSON config
[2025-12-04T20:57:17.043289] [DEBUG] [MAG       ] Building data for symbol: OPP with lookback: 0
[2025-12-04T20:57:17.044085] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-04T20:57:17.044147] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:17.045825] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:17.046307] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:17.046699] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-04T20:57:17.048667] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:57:17.049138] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:57:17.050123] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:57:17.051694] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:57:17.052691] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:57:17.053336] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:17.145276] [DEBUG] [MAG       ] PLRX: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:17.297420] [DEBUG] [MAG       ] ETSY: Last date is validated at 2025-12-04
[2025-12-04T20:57:17.303079] [INFO ] [LOCAL     ] PLRX: Saved forecast.
[2025-12-04T20:57:17.303151] [INFO ] [main      ] PLRX: Signal=1 (Conf=90.0%), Magnitude=-20.21% (Conf=37.298%)
[2025-12-04T20:57:17.303313] [INFO ] [main      ] Fetching symbol history for GBDC...
[2025-12-04T20:57:17.303356] [DEBUG] [REMOTE    ] GBDC: Fetching historical data.
[2025-12-04T20:57:17.304062] [INFO ] [main      ] Progress: 400/970 forecasts completed (41.2%). PLRX finished in 0.7s. ETA: 1m 36s. Rate: 354.97 forecasts/min
[2025-12-04T20:57:17.316877] [DEBUG] [REMOTE    ] GBDC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:17.317839] [DEBUG] [LOCAL     ] Loaded configuration for GBDC: 1 features, N/A% accuracy
[2025-12-04T20:57:17.317890] [INFO ] [LOCAL     ] GBDC: Loaded 1 optimal features with 55.92% confidence from JSON config
[2025-12-04T20:57:17.317921] [DEBUG] [MAG       ] Building data for symbol: GBDC with lookback: 0
[2025-12-04T20:57:17.318766] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-04T20:57:17.318821] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:57:17.319717] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:17.361565] [DEBUG] [MAG       ] REAX: Last date is validated at 2025-12-04
[2025-12-04T20:57:17.384092] [DEBUG] [MAG       ] OPP: Last date is validated at 2025-12-04
[2025-12-04T20:57:17.469788] [DEBUG] [MAG       ] ETSY: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:17.530651] [DEBUG] [MAG       ] REAX: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:17.545829] [DEBUG] [MAG       ] OPP: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:17.568130] [INFO ] [LOCAL     ] ETSY: Saved forecast.
[2025-12-04T20:57:17.568214] [INFO ] [main      ] ETSY: Signal=1 (Conf=90.0%), Magnitude=-5.19% (Conf=56.7039%)
[2025-12-04T20:57:17.568652] [INFO ] [main      ] Fetching symbol history for OBIL...
[2025-12-04T20:57:17.568704] [DEBUG] [REMOTE    ] OBIL: Fetching historical data.
[2025-12-04T20:57:17.569658] [INFO ] [main      ] Progress: 401/970 forecasts completed (41.3%). ETSY finished in 0.6s. ETA: 1m 36s. Rate: 354.46 forecasts/min
[2025-12-04T20:57:17.582639] [DEBUG] [REMOTE    ] OBIL: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:17.583829] [DEBUG] [LOCAL     ] Loaded configuration for OBIL: 53 features, N/A% accuracy
[2025-12-04T20:57:17.583909] [INFO ] [LOCAL     ] OBIL: Loaded 53 optimal features with 13.53% confidence from JSON config
[2025-12-04T20:57:17.583942] [DEBUG] [MAG       ] Building data for symbol: OBIL with lookback: 0
[2025-12-04T20:57:17.584882] [DEBUG] [FEATURES  ] DataBuilder: Executing 53 feature methods.
[2025-12-04T20:57:17.584985] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:17.590021] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:17.591918] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:17.592474] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:57:17.592947] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:17.593355] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:57:17.594164] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:57:17.595012] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:57:17.597666] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:57:17.603559] [INFO ] [LOCAL     ] REAX: Saved forecast.
[2025-12-04T20:57:17.603663] [INFO ] [main      ] REAX: Signal=1 (Conf=90.0%), Magnitude=1.21% (Conf=53.2527%)
[2025-12-04T20:57:17.604127] [INFO ] [main      ] Fetching symbol history for FIX...
[2025-12-04T20:57:17.604179] [DEBUG] [REMOTE    ] FIX: Fetching historical data.
[2025-12-04T20:57:17.604637] [INFO ] [main      ] Progress: 402/970 forecasts completed (41.4%). REAX finished in 0.6s. ETA: 1m 36s. Rate: 355.16 forecasts/min
[2025-12-04T20:57:17.608480] [INFO ] [LOCAL     ] OPP: Saved forecast.
[2025-12-04T20:57:17.608553] [INFO ] [main      ] OPP: Signal=1 (Conf=90.0%), Magnitude=0.15% (Conf=42.6694%)
[2025-12-04T20:57:17.608744] [INFO ] [main      ] Fetching symbol history for ADTX...
[2025-12-04T20:57:17.608788] [DEBUG] [REMOTE    ] ADTX: Fetching historical data.
[2025-12-04T20:57:17.609619] [INFO ] [main      ] Progress: 403/970 forecasts completed (41.5%). OPP finished in 0.6s. ETA: 1m 36s. Rate: 356.02 forecasts/min
[2025-12-04T20:57:17.618253] [DEBUG] [REMOTE    ] FIX: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:17.619266] [DEBUG] [LOCAL     ] Loaded configuration for FIX: 6 features, N/A% accuracy
[2025-12-04T20:57:17.619318] [INFO ] [LOCAL     ] FIX: Loaded 6 optimal features with 54.14% confidence from JSON config
[2025-12-04T20:57:17.619348] [DEBUG] [MAG       ] Building data for symbol: FIX with lookback: 0
[2025-12-04T20:57:17.620309] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:57:17.620369] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:17.620712] [DEBUG] [REMOTE    ] ADTX: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:17.621499] [DEBUG] [LOCAL     ] Loaded configuration for ADTX: 5 features, N/A% accuracy
[2025-12-04T20:57:17.621549] [INFO ] [LOCAL     ] ADTX: Loaded 5 optimal features with 29.27% confidence from JSON config
[2025-12-04T20:57:17.621599] [DEBUG] [MAG       ] Building data for symbol: ADTX with lookback: 0
[2025-12-04T20:57:17.622378] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:57:17.622437] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:17.624106] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:57:17.624629] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:17.625066] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-04T20:57:17.625113] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:17.625715] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-04T20:57:17.626804] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:17.626982] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:17.627465] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:17.627876] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:57:17.652291] [DEBUG] [MAG       ] GBDC: Last date is validated at 2025-12-04
[2025-12-04T20:57:17.711866] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:57:17.714153] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:57:17.746161] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-04T20:57:17.754032] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-04T20:57:17.755150] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-04T20:57:17.798730] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-04T20:57:17.799969] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-04T20:57:17.801252] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-04T20:57:17.816932] [DEBUG] [MAG       ] GBDC: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:17.825561] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:17.872592] [INFO ] [LOCAL     ] GBDC: Saved forecast.
[2025-12-04T20:57:17.872664] [INFO ] [main      ] GBDC: Signal=1 (Conf=90.0%), Magnitude=0.60% (Conf=55.9223%)
[2025-12-04T20:57:17.872827] [INFO ] [main      ] Fetching symbol history for CMCO...
[2025-12-04T20:57:17.872870] [DEBUG] [REMOTE    ] CMCO: Fetching historical data.
[2025-12-04T20:57:17.874341] [INFO ] [main      ] Progress: 404/970 forecasts completed (41.6%). GBDC finished in 0.6s. ETA: 1m 36s. Rate: 355.52 forecasts/min
[2025-12-04T20:57:17.878789] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-04T20:57:17.879929] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-04T20:57:17.881844] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-04T20:57:17.884471] [DEBUG] [REMOTE    ] CMCO: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:17.884693] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-04T20:57:17.885657] [DEBUG] [LOCAL     ] Loaded configuration for CMCO: 6 features, N/A% accuracy
[2025-12-04T20:57:17.885710] [INFO ] [LOCAL     ] CMCO: Loaded 6 optimal features with 57.43% confidence from JSON config
[2025-12-04T20:57:17.885741] [DEBUG] [MAG       ] Building data for symbol: CMCO with lookback: 0
[2025-12-04T20:57:17.885773] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-04T20:57:17.886529] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:57:17.886616] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:17.887734] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-04T20:57:17.888488] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-04T20:57:17.891447] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:17.892640] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-04T20:57:17.893200] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:17.893702] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:17.893780] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-04T20:57:17.894085] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-04T20:57:17.895073] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-04T20:57:17.896604] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-04T20:57:17.896703] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-04T20:57:17.897383] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:17.899506] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-04T20:57:17.900171] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-04T20:57:17.900880] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-04T20:57:17.902845] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:57:17.903914] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-04T20:57:17.905033] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-04T20:57:17.905748] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-12-04T20:57:17.906446] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-04T20:57:17.909246] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-04T20:57:17.910883] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-04T20:57:17.913347] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-04T20:57:17.915567] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-04T20:57:17.919569] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-04T20:57:17.937957] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:57:17.939445] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:57:17.941230] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:57:17.942059] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-04T20:57:17.943839] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-04T20:57:17.945509] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-04T20:57:17.946529] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:57:17.947840] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-04T20:57:17.949139] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-04T20:57:17.951311] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-04T20:57:17.952865] [DEBUG] [MAG       ] ADTX: Last date is validated at 2025-12-04
[2025-12-04T20:57:17.952934] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-04T20:57:17.955765] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-04T20:57:17.958051] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-04T20:57:17.965076] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:18.132665] [DEBUG] [MAG       ] ADTX: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:18.182786] [DEBUG] [MAG       ] FIX: Last date is validated at 2025-12-04
[2025-12-04T20:57:18.233108] [DEBUG] [MAG       ] CMCO: Last date is validated at 2025-12-04
[2025-12-04T20:57:18.311228] [DEBUG] [MAG       ] OBIL: Last date is validated at 2025-12-04
[2025-12-04T20:57:18.349916] [DEBUG] [MAG       ] FIX: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:18.398564] [DEBUG] [MAG       ] CMCO: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:18.486154] [DEBUG] [MAG       ] OBIL: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:18.500929] [INFO ] [LOCAL     ] CMCO: Saved forecast.
[2025-12-04T20:57:18.500997] [INFO ] [main      ] CMCO: Signal=1 (Conf=80.0%), Magnitude=3.27% (Conf=57.4329%)
[2025-12-04T20:57:18.501160] [INFO ] [main      ] Fetching symbol history for FLS...
[2025-12-04T20:57:18.501202] [DEBUG] [REMOTE    ] FLS: Fetching historical data.
[2025-12-04T20:57:18.501919] [INFO ] [main      ] Progress: 405/970 forecasts completed (41.8%). CMCO finished in 0.6s. ETA: 1m 36s. Rate: 353.15 forecasts/min
[2025-12-04T20:57:18.513086] [DEBUG] [REMOTE    ] FLS: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:18.513981] [DEBUG] [LOCAL     ] Loaded configuration for FLS: 1 features, N/A% accuracy
[2025-12-04T20:57:18.514031] [INFO ] [LOCAL     ] FLS: Loaded 1 optimal features with 63.56% confidence from JSON config
[2025-12-04T20:57:18.514061] [DEBUG] [MAG       ] Building data for symbol: FLS with lookback: 0
[2025-12-04T20:57:18.514866] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-04T20:57:18.514923] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:57:18.515803] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:18.543747] [INFO ] [LOCAL     ] FIX: Saved forecast.
[2025-12-04T20:57:18.543840] [INFO ] [main      ] FIX: Signal=1 (Conf=80.0%), Magnitude=3.16% (Conf=54.1391%)
[2025-12-04T20:57:18.544300] [INFO ] [main      ] Fetching symbol history for CLX...
[2025-12-04T20:57:18.544352] [DEBUG] [REMOTE    ] CLX: Fetching historical data.
[2025-12-04T20:57:18.544675] [INFO ] [main      ] Progress: 406/970 forecasts completed (41.9%). FIX finished in 0.9s. ETA: 1m 36s. Rate: 353.80 forecasts/min
[2025-12-04T20:57:18.558045] [DEBUG] [REMOTE    ] CLX: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:18.559438] [DEBUG] [LOCAL     ] Loaded configuration for CLX: 7 features, N/A% accuracy
[2025-12-04T20:57:18.559500] [INFO ] [LOCAL     ] CLX: Loaded 7 optimal features with 56.94% confidence from JSON config
[2025-12-04T20:57:18.559539] [DEBUG] [MAG       ] Building data for symbol: CLX with lookback: 0
[2025-12-04T20:57:18.560446] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-04T20:57:18.560509] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:18.562324] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:57:18.562909] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:18.563375] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:57:18.564526] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-04T20:57:18.565439] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-04T20:57:18.567513] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-04T20:57:18.573461] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:18.582207] [INFO ] [LOCAL     ] ADTX: Saved forecast.
[2025-12-04T20:57:18.582280] [INFO ] [main      ] ADTX: Signal=1 (Conf=80.0%), Magnitude=16.14% (Conf=29.2665%)
[2025-12-04T20:57:18.582448] [INFO ] [main      ] Fetching symbol history for AAOI...
[2025-12-04T20:57:18.582492] [DEBUG] [REMOTE    ] AAOI: Fetching historical data.
[2025-12-04T20:57:18.583643] [INFO ] [main      ] Progress: 407/970 forecasts completed (42.0%). ADTX finished in 1.0s. ETA: 1m 35s. Rate: 354.47 forecasts/min
[2025-12-04T20:57:18.594091] [DEBUG] [REMOTE    ] AAOI: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:18.594807] [DEBUG] [LOCAL     ] Loaded configuration for AAOI: 4 features, N/A% accuracy
[2025-12-04T20:57:18.594861] [INFO ] [LOCAL     ] AAOI: Loaded 4 optimal features with 43.05% confidence from JSON config
[2025-12-04T20:57:18.594893] [DEBUG] [MAG       ] Building data for symbol: AAOI with lookback: 0
[2025-12-04T20:57:18.595669] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:57:18.595726] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-04T20:57:18.596844] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-04T20:57:18.598877] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-04T20:57:18.601207] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-04T20:57:18.602537] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:18.758418] [INFO ] [LOCAL     ] OBIL: Saved forecast.
[2025-12-04T20:57:18.758514] [INFO ] [main      ] OBIL: Signal=1 (Conf=80.0%), Magnitude=0.00% (Conf=13.5335%)
[2025-12-04T20:57:18.758757] [INFO ] [main      ] Fetching symbol history for EPSN...
[2025-12-04T20:57:18.758804] [DEBUG] [REMOTE    ] EPSN: Fetching historical data.
[2025-12-04T20:57:18.765668] [INFO ] [main      ] Progress: 408/970 forecasts completed (42.1%). OBIL finished in 1.2s. ETA: 1m 35s. Rate: 354.41 forecasts/min
[2025-12-04T20:57:18.775032] [DEBUG] [REMOTE    ] EPSN: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:18.776490] [DEBUG] [LOCAL     ] Loaded configuration for EPSN: 4 features, N/A% accuracy
[2025-12-04T20:57:18.776564] [INFO ] [LOCAL     ] EPSN: Loaded 4 optimal features with 58.43% confidence from JSON config
[2025-12-04T20:57:18.776640] [DEBUG] [MAG       ] Building data for symbol: EPSN with lookback: 0
[2025-12-04T20:57:18.777551] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:57:18.777637] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:18.783087] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-04T20:57:18.783915] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-04T20:57:18.786477] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-04T20:57:18.787899] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:18.863068] [DEBUG] [MAG       ] FLS: Last date is validated at 2025-12-04
[2025-12-04T20:57:18.930482] [DEBUG] [MAG       ] AAOI: Last date is validated at 2025-12-04
[2025-12-04T20:57:18.957412] [DEBUG] [MAG       ] CLX: Last date is validated at 2025-12-04
[2025-12-04T20:57:19.041356] [DEBUG] [MAG       ] FLS: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:19.092828] [DEBUG] [MAG       ] AAOI: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:19.142407] [INFO ] [LOCAL     ] FLS: Saved forecast.
[2025-12-04T20:57:19.142480] [INFO ] [main      ] FLS: Signal=1 (Conf=80.0%), Magnitude=1.52% (Conf=63.5604%)
[2025-12-04T20:57:19.142667] [INFO ] [main      ] Fetching symbol history for CMS...
[2025-12-04T20:57:19.142733] [DEBUG] [REMOTE    ] CMS: Fetching historical data.
[2025-12-04T20:57:19.143434] [DEBUG] [MAG       ] EPSN: Last date is validated at 2025-12-04
[2025-12-04T20:57:19.144382] [INFO ] [main      ] Progress: 409/970 forecasts completed (42.2%). FLS finished in 0.6s. ETA: 1m 35s. Rate: 353.34 forecasts/min
[2025-12-04T20:57:19.160059] [DEBUG] [REMOTE    ] CMS: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:19.160857] [DEBUG] [LOCAL     ] Loaded configuration for CMS: 5 features, N/A% accuracy
[2025-12-04T20:57:19.160907] [INFO ] [LOCAL     ] CMS: Loaded 5 optimal features with 52.77% confidence from JSON config
[2025-12-04T20:57:19.160946] [DEBUG] [MAG       ] Building data for symbol: CMS with lookback: 0
[2025-12-04T20:57:19.161948] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:57:19.162008] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:57:19.162949] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-04T20:57:19.165034] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-04T20:57:19.166596] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:57:19.167896] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-04T20:57:19.173542] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:19.197943] [INFO ] [LOCAL     ] AAOI: Saved forecast.
[2025-12-04T20:57:19.198007] [INFO ] [main      ] AAOI: Signal=1 (Conf=80.0%), Magnitude=1.99% (Conf=43.0456%)
[2025-12-04T20:57:19.198378] [INFO ] [main      ] Progress: 410/970 forecasts completed (42.3%). AAOI finished in 0.6s. ETA: 1m 35s. Rate: 353.93 forecasts/min
[2025-12-04T20:57:19.198506] [INFO ] [main      ] Fetching symbol history for CCEC...
[2025-12-04T20:57:19.198549] [DEBUG] [REMOTE    ] CCEC: Fetching historical data.
[2025-12-04T20:57:19.210125] [DEBUG] [REMOTE    ] CCEC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:19.211087] [DEBUG] [LOCAL     ] Loaded configuration for CCEC: 4 features, N/A% accuracy
[2025-12-04T20:57:19.211137] [INFO ] [LOCAL     ] CCEC: Loaded 4 optimal features with 57.20% confidence from JSON config
[2025-12-04T20:57:19.211167] [DEBUG] [MAG       ] Building data for symbol: CCEC with lookback: 0
[2025-12-04T20:57:19.211968] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:57:19.212025] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:19.216737] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:57:19.217522] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:57:19.218346] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:57:19.219969] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:19.231648] [DEBUG] [MAG       ] CLX: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:19.315024] [DEBUG] [MAG       ] EPSN: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:19.344890] [INFO ] [LOCAL     ] CLX: Saved forecast.
[2025-12-04T20:57:19.344973] [INFO ] [main      ] CLX: Signal=1 (Conf=80.0%), Magnitude=0.52% (Conf=56.9373%)
[2025-12-04T20:57:19.345501] [INFO ] [main      ] Fetching symbol history for GLAD...
[2025-12-04T20:57:19.345558] [DEBUG] [REMOTE    ] GLAD: Fetching historical data.
[2025-12-04T20:57:19.345670] [INFO ] [main      ] Progress: 411/970 forecasts completed (42.4%). CLX finished in 0.8s. ETA: 1m 35s. Rate: 354.04 forecasts/min
[2025-12-04T20:57:19.358222] [DEBUG] [REMOTE    ] GLAD: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:19.359771] [DEBUG] [LOCAL     ] Loaded configuration for GLAD: 4 features, N/A% accuracy
[2025-12-04T20:57:19.359826] [INFO ] [LOCAL     ] GLAD: Loaded 4 optimal features with 48.51% confidence from JSON config
[2025-12-04T20:57:19.359858] [DEBUG] [MAG       ] Building data for symbol: GLAD with lookback: 0
[2025-12-04T20:57:19.360761] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:57:19.360821] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:19.365735] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:19.367602] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:19.368098] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:19.368531] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:19.377066] [INFO ] [LOCAL     ] EPSN: Saved forecast.
[2025-12-04T20:57:19.377149] [INFO ] [main      ] EPSN: Signal=1 (Conf=80.0%), Magnitude=3.27% (Conf=58.43%)
[2025-12-04T20:57:19.377690] [INFO ] [main      ] Fetching symbol history for CMA...
[2025-12-04T20:57:19.377780] [DEBUG] [REMOTE    ] CMA: Fetching historical data.
[2025-12-04T20:57:19.378635] [INFO ] [main      ] Progress: 412/970 forecasts completed (42.5%). EPSN finished in 0.6s. ETA: 1m 34s. Rate: 354.73 forecasts/min
[2025-12-04T20:57:19.392946] [DEBUG] [REMOTE    ] CMA: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:19.394362] [DEBUG] [LOCAL     ] Loaded configuration for CMA: 6 features, N/A% accuracy
[2025-12-04T20:57:19.394429] [INFO ] [LOCAL     ] CMA: Loaded 6 optimal features with 63.02% confidence from JSON config
[2025-12-04T20:57:19.394462] [DEBUG] [MAG       ] Building data for symbol: CMA with lookback: 0
[2025-12-04T20:57:19.395826] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:57:19.395895] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:19.397869] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:19.398529] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:19.399004] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:57:19.401473] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:57:19.517762] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-04T20:57:19.519076] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:19.548385] [DEBUG] [MAG       ] CCEC: Last date is validated at 2025-12-04
[2025-12-04T20:57:19.554895] [DEBUG] [MAG       ] CMS: Last date is validated at 2025-12-04
[2025-12-04T20:57:19.711526] [DEBUG] [MAG       ] GLAD: Last date is validated at 2025-12-04
[2025-12-04T20:57:19.724834] [DEBUG] [MAG       ] CCEC: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:19.741006] [DEBUG] [MAG       ] CMS: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:19.792539] [INFO ] [LOCAL     ] CCEC: Saved forecast.
[2025-12-04T20:57:19.792641] [INFO ] [main      ] CCEC: Signal=1 (Conf=80.0%), Magnitude=1.33% (Conf=57.1989%)
[2025-12-04T20:57:19.792800] [INFO ] [main      ] Fetching symbol history for CCSI...
[2025-12-04T20:57:19.792843] [DEBUG] [REMOTE    ] CCSI: Fetching historical data.
[2025-12-04T20:57:19.793823] [INFO ] [main      ] Progress: 413/970 forecasts completed (42.6%). CCEC finished in 0.6s. ETA: 1m 35s. Rate: 353.49 forecasts/min
[2025-12-04T20:57:19.804312] [DEBUG] [REMOTE    ] CCSI: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:19.805039] [DEBUG] [LOCAL     ] Loaded configuration for CCSI: 6 features, N/A% accuracy
[2025-12-04T20:57:19.805087] [INFO ] [LOCAL     ] CCSI: Loaded 6 optimal features with 52.58% confidence from JSON config
[2025-12-04T20:57:19.805117] [DEBUG] [MAG       ] Building data for symbol: CCSI with lookback: 0
[2025-12-04T20:57:19.805902] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:57:19.805962] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:19.810641] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:19.812405] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:19.812895] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:57:19.813344] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:19.814077] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:57:19.832554] [INFO ] [LOCAL     ] CMS: Saved forecast.
[2025-12-04T20:57:19.832649] [INFO ] [main      ] CMS: Signal=1 (Conf=80.0%), Magnitude=-1.04% (Conf=52.7705%)
[2025-12-04T20:57:19.832821] [INFO ] [main      ] Fetching symbol history for AAPD...
[2025-12-04T20:57:19.832866] [DEBUG] [REMOTE    ] AAPD: Fetching historical data.
[2025-12-04T20:57:19.833896] [INFO ] [main      ] Progress: 414/970 forecasts completed (42.7%). CMS finished in 0.7s. ETA: 1m 34s. Rate: 354.14 forecasts/min
[2025-12-04T20:57:19.846443] [DEBUG] [REMOTE    ] AAPD: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:19.847484] [DEBUG] [LOCAL     ] Loaded configuration for AAPD: 3 features, N/A% accuracy
[2025-12-04T20:57:19.847536] [INFO ] [LOCAL     ] AAPD: Loaded 3 optimal features with 47.52% confidence from JSON config
[2025-12-04T20:57:19.847567] [DEBUG] [MAG       ] Building data for symbol: AAPD with lookback: 0
[2025-12-04T20:57:19.848451] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:57:19.848510] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:57:19.850982] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:57:19.857758] [DEBUG] [MAG       ] CMA: Last date is validated at 2025-12-04
[2025-12-04T20:57:19.882052] [DEBUG] [MAG       ] GLAD: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:19.919888] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:19.955055] [INFO ] [LOCAL     ] GLAD: Saved forecast.
[2025-12-04T20:57:19.955146] [INFO ] [main      ] GLAD: Signal=1 (Conf=80.0%), Magnitude=-0.92% (Conf=48.5088%)
[2025-12-04T20:57:19.955701] [INFO ] [main      ] Fetching symbol history for EPC...
[2025-12-04T20:57:19.955793] [DEBUG] [REMOTE    ] EPC: Fetching historical data.
[2025-12-04T20:57:19.956650] [INFO ] [main      ] Progress: 415/970 forecasts completed (42.8%). GLAD finished in 0.6s. ETA: 1m 34s. Rate: 354.38 forecasts/min
[2025-12-04T20:57:19.966414] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-04T20:57:19.967451] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:19.969095] [DEBUG] [REMOTE    ] EPC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:19.970437] [DEBUG] [LOCAL     ] Loaded configuration for EPC: 2 features, N/A% accuracy
[2025-12-04T20:57:19.970508] [INFO ] [LOCAL     ] EPC: Loaded 2 optimal features with 51.70% confidence from JSON config
[2025-12-04T20:57:19.970540] [DEBUG] [MAG       ] Building data for symbol: EPC with lookback: 0
[2025-12-04T20:57:19.971419] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:57:19.971475] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:19.976364] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-04T20:57:19.977166] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:20.027247] [DEBUG] [MAG       ] CMA: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:20.131905] [INFO ] [LOCAL     ] CMA: Saved forecast.
[2025-12-04T20:57:20.131993] [INFO ] [main      ] CMA: Signal=1 (Conf=80.0%), Magnitude=-0.00% (Conf=63.0237%)
[2025-12-04T20:57:20.132214] [INFO ] [main      ] Fetching symbol history for NPFD...
[2025-12-04T20:57:20.132264] [DEBUG] [REMOTE    ] NPFD: Fetching historical data.
[2025-12-04T20:57:20.133682] [INFO ] [main      ] Progress: 416/970 forecasts completed (42.9%). CMA finished in 0.8s. ETA: 1m 34s. Rate: 354.34 forecasts/min
[2025-12-04T20:57:20.147970] [DEBUG] [REMOTE    ] NPFD: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:20.149112] [DEBUG] [LOCAL     ] Loaded configuration for NPFD: 3 features, N/A% accuracy
[2025-12-04T20:57:20.149167] [INFO ] [LOCAL     ] NPFD: Loaded 3 optimal features with 56.88% confidence from JSON config
[2025-12-04T20:57:20.149198] [DEBUG] [MAG       ] Building data for symbol: NPFD with lookback: 0
[2025-12-04T20:57:20.150118] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:57:20.150191] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-04T20:57:20.201059] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-04T20:57:20.204351] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-04T20:57:20.205624] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:20.248186] [DEBUG] [MAG       ] CCSI: Last date is validated at 2025-12-04
[2025-12-04T20:57:20.305301] [DEBUG] [MAG       ] AAPD: Last date is validated at 2025-12-04
[2025-12-04T20:57:20.344824] [DEBUG] [MAG       ] EPC: Last date is validated at 2025-12-04
[2025-12-04T20:57:20.420429] [DEBUG] [MAG       ] CCSI: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:20.481058] [DEBUG] [MAG       ] AAPD: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:20.505868] [INFO ] [LOCAL     ] CCSI: Saved forecast.
[2025-12-04T20:57:20.505943] [INFO ] [main      ] CCSI: Signal=1 (Conf=80.0%), Magnitude=-0.87% (Conf=52.5767%)
[2025-12-04T20:57:20.506099] [INFO ] [main      ] Fetching symbol history for SXC...
[2025-12-04T20:57:20.506141] [DEBUG] [REMOTE    ] SXC: Fetching historical data.
[2025-12-04T20:57:20.507621] [INFO ] [main      ] Progress: 417/970 forecasts completed (43.0%). CCSI finished in 0.7s. ETA: 1m 34s. Rate: 353.31 forecasts/min
[2025-12-04T20:57:20.518344] [DEBUG] [REMOTE    ] SXC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:20.519407] [DEBUG] [LOCAL     ] Loaded configuration for SXC: 6 features, N/A% accuracy
[2025-12-04T20:57:20.519457] [INFO ] [LOCAL     ] SXC: Loaded 6 optimal features with 55.46% confidence from JSON config
[2025-12-04T20:57:20.519487] [DEBUG] [MAG       ] Building data for symbol: SXC with lookback: 0
[2025-12-04T20:57:20.520300] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:57:20.520358] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:20.525118] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:20.526881] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:20.527379] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:20.527789] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:57:20.535384] [DEBUG] [MAG       ] EPC: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:20.553737] [INFO ] [LOCAL     ] AAPD: Saved forecast.
[2025-12-04T20:57:20.553810] [INFO ] [main      ] AAPD: Signal=1 (Conf=80.0%), Magnitude=0.02% (Conf=47.5198%)
[2025-12-04T20:57:20.553976] [INFO ] [main      ] Fetching symbol history for WING...
[2025-12-04T20:57:20.554018] [DEBUG] [REMOTE    ] WING: Fetching historical data.
[2025-12-04T20:57:20.554926] [DEBUG] [MAG       ] NPFD: Last date is validated at 2025-12-04
[2025-12-04T20:57:20.555826] [INFO ] [main      ] Progress: 418/970 forecasts completed (43.1%). AAPD finished in 0.7s. ETA: 1m 34s. Rate: 353.92 forecasts/min
[2025-12-04T20:57:20.565813] [DEBUG] [REMOTE    ] WING: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:20.566660] [DEBUG] [LOCAL     ] Loaded configuration for WING: 4 features, N/A% accuracy
[2025-12-04T20:57:20.566716] [INFO ] [LOCAL     ] WING: Loaded 4 optimal features with 60.95% confidence from JSON config
[2025-12-04T20:57:20.566748] [DEBUG] [MAG       ] Building data for symbol: WING with lookback: 0
[2025-12-04T20:57:20.567545] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:57:20.567623] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:20.569319] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:57:20.569857] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-04T20:57:20.572675] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-04T20:57:20.574331] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:20.635349] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-04T20:57:20.635682] [INFO ] [LOCAL     ] EPC: Saved forecast.
[2025-12-04T20:57:20.635770] [INFO ] [main      ] EPC: Signal=1 (Conf=80.0%), Magnitude=0.12% (Conf=51.7032%)
[2025-12-04T20:57:20.636248] [INFO ] [main      ] Fetching symbol history for RLX...
[2025-12-04T20:57:20.636303] [DEBUG] [REMOTE    ] RLX: Fetching historical data.
[2025-12-04T20:57:20.636406] [INFO ] [main      ] Progress: 419/970 forecasts completed (43.2%). EPC finished in 0.7s. ETA: 1m 33s. Rate: 354.36 forecasts/min
[2025-12-04T20:57:20.636290] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:20.651263] [DEBUG] [REMOTE    ] RLX: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:20.652597] [DEBUG] [LOCAL     ] Loaded configuration for RLX: 11 features, N/A% accuracy
[2025-12-04T20:57:20.652657] [INFO ] [LOCAL     ] RLX: Loaded 11 optimal features with 39.85% confidence from JSON config
[2025-12-04T20:57:20.652688] [DEBUG] [MAG       ] Building data for symbol: RLX with lookback: 0
[2025-12-04T20:57:20.653735] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-12-04T20:57:20.653828] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:20.655644] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:20.656211] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:20.656628] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:57:20.657535] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:57:20.660053] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:57:20.661771] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-04T20:57:20.662546] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-04T20:57:20.664567] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-04T20:57:20.667180] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-04T20:57:20.669323] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-04T20:57:20.670591] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:20.733210] [DEBUG] [MAG       ] NPFD: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:20.792965] [INFO ] [LOCAL     ] NPFD: Saved forecast.
[2025-12-04T20:57:20.793053] [INFO ] [main      ] NPFD: Signal=1 (Conf=80.0%), Magnitude=-0.14% (Conf=56.8819%)
[2025-12-04T20:57:20.793692] [INFO ] [main      ] Fetching symbol history for BITF...
[2025-12-04T20:57:20.793745] [DEBUG] [REMOTE    ] BITF: Fetching historical data.
[2025-12-04T20:57:20.794674] [INFO ] [main      ] Progress: 420/970 forecasts completed (43.3%). NPFD finished in 0.7s. ETA: 1m 33s. Rate: 354.42 forecasts/min
[2025-12-04T20:57:20.808434] [DEBUG] [REMOTE    ] BITF: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:20.810295] [DEBUG] [LOCAL     ] Loaded configuration for BITF: 4 features, N/A% accuracy
[2025-12-04T20:57:20.810352] [INFO ] [LOCAL     ] BITF: Loaded 4 optimal features with 44.83% confidence from JSON config
[2025-12-04T20:57:20.810385] [DEBUG] [MAG       ] Building data for symbol: BITF with lookback: 0
[2025-12-04T20:57:20.811354] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:57:20.811415] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:20.816407] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:57:20.817478] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-04T20:57:20.818307] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-04T20:57:20.820369] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:20.918171] [DEBUG] [MAG       ] WING: Last date is validated at 2025-12-04
[2025-12-04T20:57:20.974523] [DEBUG] [MAG       ] SXC: Last date is validated at 2025-12-04
[2025-12-04T20:57:21.023511] [DEBUG] [MAG       ] RLX: Last date is validated at 2025-12-04
[2025-12-04T20:57:21.088882] [DEBUG] [MAG       ] WING: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:21.140398] [DEBUG] [MAG       ] SXC: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:21.177746] [DEBUG] [MAG       ] BITF: Last date is validated at 2025-12-04
[2025-12-04T20:57:21.201297] [DEBUG] [MAG       ] RLX: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:21.204341] [INFO ] [LOCAL     ] SXC: Saved forecast.
[2025-12-04T20:57:21.204410] [INFO ] [main      ] SXC: Signal=1 (Conf=80.0%), Magnitude=3.06% (Conf=55.457%)
[2025-12-04T20:57:21.204800] [INFO ] [main      ] Progress: 421/970 forecasts completed (43.4%). SXC finished in 0.7s. ETA: 1m 33s. Rate: 353.22 forecasts/min
[2025-12-04T20:57:21.204944] [INFO ] [main      ] Fetching symbol history for KIM...
[2025-12-04T20:57:21.204995] [DEBUG] [REMOTE    ] KIM: Fetching historical data.
[2025-12-04T20:57:21.217281] [DEBUG] [REMOTE    ] KIM: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:21.218388] [DEBUG] [LOCAL     ] Loaded configuration for KIM: 5 features, N/A% accuracy
[2025-12-04T20:57:21.218438] [INFO ] [LOCAL     ] KIM: Loaded 5 optimal features with 41.42% confidence from JSON config
[2025-12-04T20:57:21.218468] [DEBUG] [MAG       ] Building data for symbol: KIM with lookback: 0
[2025-12-04T20:57:21.219261] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:57:21.219320] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:21.224017] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:57:21.224848] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:57:21.225649] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-04T20:57:21.227525] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-04T20:57:21.228735] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:21.242858] [INFO ] [LOCAL     ] WING: Saved forecast.
[2025-12-04T20:57:21.242936] [INFO ] [main      ] WING: Signal=1 (Conf=80.0%), Magnitude=-6.34% (Conf=60.9495%)
[2025-12-04T20:57:21.243111] [INFO ] [main      ] Fetching symbol history for AXTI...
[2025-12-04T20:57:21.243157] [DEBUG] [REMOTE    ] AXTI: Fetching historical data.
[2025-12-04T20:57:21.243853] [INFO ] [main      ] Progress: 422/970 forecasts completed (43.5%). WING finished in 0.7s. ETA: 1m 33s. Rate: 353.87 forecasts/min
[2025-12-04T20:57:21.255599] [DEBUG] [REMOTE    ] AXTI: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:21.256383] [DEBUG] [LOCAL     ] Loaded configuration for AXTI: 5 features, N/A% accuracy
[2025-12-04T20:57:21.256437] [INFO ] [LOCAL     ] AXTI: Loaded 5 optimal features with 53.07% confidence from JSON config
[2025-12-04T20:57:21.256473] [DEBUG] [MAG       ] Building data for symbol: AXTI with lookback: 0
[2025-12-04T20:57:21.257314] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:57:21.257374] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:21.262421] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:21.264777] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:21.265461] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:21.265880] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-04T20:57:21.267076] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:21.343373] [INFO ] [LOCAL     ] RLX: Saved forecast.
[2025-12-04T20:57:21.343463] [INFO ] [main      ] RLX: Signal=1 (Conf=80.0%), Magnitude=0.15% (Conf=39.8533%)
[2025-12-04T20:57:21.343950] [INFO ] [main      ] Fetching symbol history for ZD...
[2025-12-04T20:57:21.344001] [DEBUG] [REMOTE    ] ZD: Fetching historical data.
[2025-12-04T20:57:21.344696] [INFO ] [main      ] Progress: 423/970 forecasts completed (43.6%). RLX finished in 0.7s. ETA: 1m 33s. Rate: 354.21 forecasts/min
[2025-12-04T20:57:21.357532] [DEBUG] [REMOTE    ] ZD: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:21.357657] [DEBUG] [MAG       ] BITF: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:21.358723] [DEBUG] [LOCAL     ] Loaded configuration for ZD: 2 features, N/A% accuracy
[2025-12-04T20:57:21.358783] [INFO ] [LOCAL     ] ZD: Loaded 2 optimal features with 56.95% confidence from JSON config
[2025-12-04T20:57:21.358814] [DEBUG] [MAG       ] Building data for symbol: ZD with lookback: 0
[2025-12-04T20:57:21.359684] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:57:21.359740] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:21.361476] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:57:21.362095] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:21.428395] [INFO ] [LOCAL     ] BITF: Saved forecast.
[2025-12-04T20:57:21.428487] [INFO ] [main      ] BITF: Signal=1 (Conf=80.0%), Magnitude=11.57% (Conf=44.8263%)
[2025-12-04T20:57:21.428990] [INFO ] [main      ] Fetching symbol history for SMPL...
[2025-12-04T20:57:21.429042] [DEBUG] [REMOTE    ] SMPL: Fetching historical data.
[2025-12-04T20:57:21.430667] [INFO ] [main      ] Progress: 424/970 forecasts completed (43.7%). BITF finished in 0.6s. ETA: 1m 32s. Rate: 354.62 forecasts/min
[2025-12-04T20:57:21.443608] [DEBUG] [REMOTE    ] SMPL: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:21.444741] [DEBUG] [LOCAL     ] Loaded configuration for SMPL: 8 features, N/A% accuracy
[2025-12-04T20:57:21.444805] [INFO ] [LOCAL     ] SMPL: Loaded 8 optimal features with 47.95% confidence from JSON config
[2025-12-04T20:57:21.444839] [DEBUG] [MAG       ] Building data for symbol: SMPL with lookback: 0
[2025-12-04T20:57:21.445769] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-04T20:57:21.445835] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:21.447635] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:21.448252] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:21.448689] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:57:21.562244] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:57:21.564623] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-04T20:57:21.565712] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-04T20:57:21.566988] [DEBUG] [MAG       ] KIM: Last date is validated at 2025-12-04
[2025-12-04T20:57:21.567825] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:57:21.569544] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:21.605454] [DEBUG] [MAG       ] AXTI: Last date is validated at 2025-12-04
[2025-12-04T20:57:21.697698] [DEBUG] [MAG       ] ZD: Last date is validated at 2025-12-04
[2025-12-04T20:57:21.736743] [DEBUG] [MAG       ] KIM: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:21.779914] [DEBUG] [MAG       ] AXTI: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:21.809279] [INFO ] [LOCAL     ] KIM: Saved forecast.
[2025-12-04T20:57:21.809348] [INFO ] [main      ] KIM: Signal=1 (Conf=80.0%), Magnitude=0.63% (Conf=41.4241%)
[2025-12-04T20:57:21.809525] [INFO ] [main      ] Fetching symbol history for CTRM...
[2025-12-04T20:57:21.809582] [DEBUG] [REMOTE    ] CTRM: Fetching historical data.
[2025-12-04T20:57:21.810288] [INFO ] [main      ] Progress: 425/970 forecasts completed (43.8%). KIM finished in 0.6s. ETA: 1m 32s. Rate: 353.59 forecasts/min
[2025-12-04T20:57:21.821903] [DEBUG] [REMOTE    ] CTRM: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:21.823137] [DEBUG] [LOCAL     ] Loaded configuration for CTRM: 8 features, N/A% accuracy
[2025-12-04T20:57:21.823189] [INFO ] [LOCAL     ] CTRM: Loaded 8 optimal features with 33.47% confidence from JSON config
[2025-12-04T20:57:21.823221] [DEBUG] [MAG       ] Building data for symbol: CTRM with lookback: 0
[2025-12-04T20:57:21.824050] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-04T20:57:21.824113] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:21.828839] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:57:21.829789] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:21.831491] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:57:21.831960] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:57:21.832925] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:57:21.834493] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:57:21.835509] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:57:21.836191] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:21.847262] [INFO ] [LOCAL     ] AXTI: Saved forecast.
[2025-12-04T20:57:21.847339] [INFO ] [main      ] AXTI: Signal=1 (Conf=80.0%), Magnitude=-0.50% (Conf=53.0734%)
[2025-12-04T20:57:21.847723] [INFO ] [main      ] Fetching symbol history for JEPQ...
[2025-12-04T20:57:21.847775] [DEBUG] [REMOTE    ] JEPQ: Fetching historical data.
[2025-12-04T20:57:21.849072] [INFO ] [main      ] Progress: 426/970 forecasts completed (43.9%). AXTI finished in 0.6s. ETA: 1m 32s. Rate: 354.23 forecasts/min
[2025-12-04T20:57:21.859356] [DEBUG] [REMOTE    ] JEPQ: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:21.860166] [DEBUG] [LOCAL     ] Loaded configuration for JEPQ: 4 features, N/A% accuracy
[2025-12-04T20:57:21.860220] [INFO ] [LOCAL     ] JEPQ: Loaded 4 optimal features with 57.01% confidence from JSON config
[2025-12-04T20:57:21.860250] [DEBUG] [MAG       ] Building data for symbol: JEPQ with lookback: 0
[2025-12-04T20:57:21.861053] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:57:21.861110] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:21.862767] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:21.863265] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:21.863667] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:57:21.865243] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:21.868899] [DEBUG] [MAG       ] ZD: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:21.925491] [DEBUG] [MAG       ] SMPL: Last date is validated at 2025-12-04
[2025-12-04T20:57:21.956966] [INFO ] [LOCAL     ] ZD: Saved forecast.
[2025-12-04T20:57:21.957054] [INFO ] [main      ] ZD: Signal=1 (Conf=80.0%), Magnitude=8.26% (Conf=56.9462%)
[2025-12-04T20:57:21.957539] [INFO ] [main      ] Fetching symbol history for IDCC...
[2025-12-04T20:57:21.957609] [DEBUG] [REMOTE    ] IDCC: Fetching historical data.
[2025-12-04T20:57:21.958677] [INFO ] [main      ] Progress: 427/970 forecasts completed (44.0%). ZD finished in 0.6s. ETA: 1m 32s. Rate: 354.52 forecasts/min
[2025-12-04T20:57:21.971474] [DEBUG] [REMOTE    ] IDCC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:21.972748] [DEBUG] [LOCAL     ] Loaded configuration for IDCC: 4 features, N/A% accuracy
[2025-12-04T20:57:21.972808] [INFO ] [LOCAL     ] IDCC: Loaded 4 optimal features with 56.88% confidence from JSON config
[2025-12-04T20:57:21.972841] [DEBUG] [MAG       ] Building data for symbol: IDCC with lookback: 0
[2025-12-04T20:57:21.973768] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:57:21.973831] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:21.975610] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:21.976170] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:57:21.976630] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:21.977017] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:22.094560] [DEBUG] [MAG       ] SMPL: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:22.169315] [DEBUG] [MAG       ] CTRM: Last date is validated at 2025-12-04
[2025-12-04T20:57:22.186102] [INFO ] [LOCAL     ] SMPL: Saved forecast.
[2025-12-04T20:57:22.186185] [INFO ] [main      ] SMPL: Signal=1 (Conf=80.0%), Magnitude=2.67% (Conf=47.9529%)
[2025-12-04T20:57:22.186385] [INFO ] [main      ] Fetching symbol history for ACON...
[2025-12-04T20:57:22.186430] [DEBUG] [REMOTE    ] ACON: Fetching historical data.
[2025-12-04T20:57:22.187685] [INFO ] [main      ] Progress: 428/970 forecasts completed (44.1%). SMPL finished in 0.8s. ETA: 1m 32s. Rate: 354.23 forecasts/min
[2025-12-04T20:57:22.200432] [DEBUG] [REMOTE    ] ACON: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:22.201717] [DEBUG] [LOCAL     ] Loaded configuration for ACON: 5 features, N/A% accuracy
[2025-12-04T20:57:22.201776] [INFO ] [LOCAL     ] ACON: Loaded 5 optimal features with 18.11% confidence from JSON config
[2025-12-04T20:57:22.201810] [DEBUG] [MAG       ] Building data for symbol: ACON with lookback: 0
[2025-12-04T20:57:22.202731] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:57:22.202796] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:22.204520] [DEBUG] [MAG       ] JEPQ: Last date is validated at 2025-12-04
[2025-12-04T20:57:22.207819] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:22.209777] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:57:22.210347] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:57:22.212883] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-04T20:57:22.215046] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:22.322978] [DEBUG] [MAG       ] IDCC: Last date is validated at 2025-12-04
[2025-12-04T20:57:22.336544] [DEBUG] [MAG       ] CTRM: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:22.377691] [DEBUG] [MAG       ] JEPQ: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:22.397758] [INFO ] [LOCAL     ] CTRM: Saved forecast.
[2025-12-04T20:57:22.397824] [INFO ] [main      ] CTRM: Signal=1 (Conf=80.0%), Magnitude=-1.28% (Conf=33.468%)
[2025-12-04T20:57:22.398134] [INFO ] [main      ] Fetching symbol history for BTMD...
[2025-12-04T20:57:22.398181] [DEBUG] [REMOTE    ] BTMD: Fetching historical data.
[2025-12-04T20:57:22.399030] [INFO ] [main      ] Progress: 429/970 forecasts completed (44.2%). CTRM finished in 0.6s. ETA: 1m 32s. Rate: 354.02 forecasts/min
[2025-12-04T20:57:22.409476] [DEBUG] [REMOTE    ] BTMD: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:22.410643] [DEBUG] [LOCAL     ] Loaded configuration for BTMD: 2 features, N/A% accuracy
[2025-12-04T20:57:22.410693] [INFO ] [LOCAL     ] BTMD: Loaded 2 optimal features with 52.76% confidence from JSON config
[2025-12-04T20:57:22.410723] [DEBUG] [MAG       ] Building data for symbol: BTMD with lookback: 0
[2025-12-04T20:57:22.411492] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:57:22.411547] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-04T20:57:22.455371] [INFO ] [LOCAL     ] JEPQ: Saved forecast.
[2025-12-04T20:57:22.455441] [INFO ] [main      ] JEPQ: Signal=1 (Conf=80.0%), Magnitude=-0.59% (Conf=57.0136%)
[2025-12-04T20:57:22.455626] [INFO ] [main      ] Fetching symbol history for AIRJ...
[2025-12-04T20:57:22.455672] [DEBUG] [REMOTE    ] AIRJ: Fetching historical data.
[2025-12-04T20:57:22.455844] [INFO ] [main      ] Progress: 430/970 forecasts completed (44.3%). JEPQ finished in 0.6s. ETA: 1m 31s. Rate: 354.57 forecasts/min
[2025-12-04T20:57:22.461840] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-04T20:57:22.463163] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:22.467460] [DEBUG] [REMOTE    ] AIRJ: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:22.468437] [DEBUG] [LOCAL     ] Loaded configuration for AIRJ: 5 features, N/A% accuracy
[2025-12-04T20:57:22.468494] [INFO ] [LOCAL     ] AIRJ: Loaded 5 optimal features with 48.06% confidence from JSON config
[2025-12-04T20:57:22.468526] [DEBUG] [MAG       ] Building data for symbol: AIRJ with lookback: 0
[2025-12-04T20:57:22.469371] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:57:22.469432] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:22.471160] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:57:22.471722] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:57:22.500471] [DEBUG] [MAG       ] IDCC: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:22.580288] [DEBUG] [MAG       ] ACON: Last date is validated at 2025-12-04
[2025-12-04T20:57:22.586681] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:57:22.588709] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-04T20:57:22.589448] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:22.646565] [INFO ] [LOCAL     ] IDCC: Saved forecast.
[2025-12-04T20:57:22.646698] [INFO ] [main      ] IDCC: Signal=1 (Conf=80.0%), Magnitude=0.03% (Conf=56.8797%)
[2025-12-04T20:57:22.647193] [INFO ] [main      ] Fetching symbol history for AFRM...
[2025-12-04T20:57:22.647247] [DEBUG] [REMOTE    ] AFRM: Fetching historical data.
[2025-12-04T20:57:22.647667] [INFO ] [main      ] Progress: 431/970 forecasts completed (44.4%). IDCC finished in 0.7s. ETA: 1m 31s. Rate: 354.46 forecasts/min
[2025-12-04T20:57:22.662554] [DEBUG] [REMOTE    ] AFRM: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:22.663827] [DEBUG] [LOCAL     ] Loaded configuration for AFRM: 5 features, N/A% accuracy
[2025-12-04T20:57:22.663911] [INFO ] [LOCAL     ] AFRM: Loaded 5 optimal features with 64.63% confidence from JSON config
[2025-12-04T20:57:22.663946] [DEBUG] [MAG       ] Building data for symbol: AFRM with lookback: 0
[2025-12-04T20:57:22.664949] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:57:22.665014] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:22.670242] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:57:22.671230] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-04T20:57:22.673307] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-04T20:57:22.676688] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-04T20:57:22.678489] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:22.775519] [DEBUG] [MAG       ] ACON: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:22.795267] [DEBUG] [MAG       ] BTMD: Last date is validated at 2025-12-04
[2025-12-04T20:57:22.945626] [DEBUG] [MAG       ] AIRJ: Last date is validated at 2025-12-04
[2025-12-04T20:57:22.959547] [DEBUG] [MAG       ] BTMD: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:23.016868] [INFO ] [LOCAL     ] ACON: Saved forecast.
[2025-12-04T20:57:23.016953] [INFO ] [main      ] ACON: Signal=1 (Conf=80.0%), Magnitude=19.79% (Conf=18.1103%)
[2025-12-04T20:57:23.017085] [INFO ] [LOCAL     ] BTMD: Saved forecast.
[2025-12-04T20:57:23.017158] [INFO ] [main      ] BTMD: Signal=1 (Conf=80.0%), Magnitude=1.86% (Conf=52.7608%)
[2025-12-04T20:57:23.017160] [INFO ] [main      ] Fetching symbol history for DX...
[2025-12-04T20:57:23.017206] [DEBUG] [REMOTE    ] DX: Fetching historical data.
[2025-12-04T20:57:23.017320] [INFO ] [main      ] Fetching symbol history for LZB...
[2025-12-04T20:57:23.017363] [DEBUG] [REMOTE    ] LZB: Fetching historical data.
[2025-12-04T20:57:23.018011] [INFO ] [main      ] Progress: 432/970 forecasts completed (44.5%). ACON finished in 0.8s. ETA: 1m 31s. Rate: 353.49 forecasts/min
[2025-12-04T20:57:23.019120] [INFO ] [main      ] Progress: 433/970 forecasts completed (44.6%). BTMD finished in 0.6s. ETA: 1m 31s. Rate: 354.30 forecasts/min
[2025-12-04T20:57:23.031963] [DEBUG] [REMOTE    ] LZB: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:23.033100] [DEBUG] [LOCAL     ] Loaded configuration for LZB: 3 features, N/A% accuracy
[2025-12-04T20:57:23.033150] [INFO ] [LOCAL     ] LZB: Loaded 3 optimal features with 45.26% confidence from JSON config
[2025-12-04T20:57:23.033181] [DEBUG] [MAG       ] Building data for symbol: LZB with lookback: 0
[2025-12-04T20:57:23.033374] [DEBUG] [REMOTE    ] DX: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:23.033444] [DEBUG] [MAG       ] AFRM: Last date is validated at 2025-12-04
[2025-12-04T20:57:23.033986] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:57:23.034046] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:23.034666] [DEBUG] [LOCAL     ] Loaded configuration for DX: 4 features, N/A% accuracy
[2025-12-04T20:57:23.034727] [INFO ] [LOCAL     ] DX: Loaded 4 optimal features with 57.97% confidence from JSON config
[2025-12-04T20:57:23.034760] [DEBUG] [MAG       ] Building data for symbol: DX with lookback: 0
[2025-12-04T20:57:23.035682] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:57:23.035745] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:23.037671] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:57:23.038277] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:57:23.038750] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-04T20:57:23.040017] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-04T20:57:23.040752] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-04T20:57:23.041118] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:23.042266] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:23.123301] [DEBUG] [MAG       ] AIRJ: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:23.191631] [INFO ] [LOCAL     ] AIRJ: Saved forecast.
[2025-12-04T20:57:23.191722] [INFO ] [main      ] AIRJ: Signal=1 (Conf=80.0%), Magnitude=9.59% (Conf=48.0626%)
[2025-12-04T20:57:23.192180] [INFO ] [main      ] Fetching symbol history for CTNM...
[2025-12-04T20:57:23.192231] [DEBUG] [REMOTE    ] CTNM: Fetching historical data.
[2025-12-04T20:57:23.192714] [INFO ] [main      ] Progress: 434/970 forecasts completed (44.7%). AIRJ finished in 0.7s. ETA: 1m 31s. Rate: 354.28 forecasts/min
[2025-12-04T20:57:23.206066] [DEBUG] [REMOTE    ] CTNM: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:23.207231] [DEBUG] [LOCAL     ] Loaded configuration for CTNM: 5 features, N/A% accuracy
[2025-12-04T20:57:23.207283] [INFO ] [LOCAL     ] CTNM: Loaded 5 optimal features with 44.80% confidence from JSON config
[2025-12-04T20:57:23.207313] [DEBUG] [MAG       ] Building data for symbol: CTNM with lookback: 0
[2025-12-04T20:57:23.207948] [DEBUG] [MAG       ] AFRM: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:23.208258] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:57:23.208321] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:57:23.210907] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:57:23.212727] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-04T20:57:23.213478] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-04T20:57:23.214644] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-04T20:57:23.215952] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:23.329149] [INFO ] [LOCAL     ] AFRM: Saved forecast.
[2025-12-04T20:57:23.329241] [INFO ] [main      ] AFRM: Signal=1 (Conf=80.0%), Magnitude=-1.41% (Conf=64.6278%)
[2025-12-04T20:57:23.329461] [INFO ] [main      ] Fetching symbol history for AIP...
[2025-12-04T20:57:23.329512] [DEBUG] [REMOTE    ] AIP: Fetching historical data.
[2025-12-04T20:57:23.330702] [INFO ] [main      ] Progress: 435/970 forecasts completed (44.8%). AFRM finished in 0.7s. ETA: 1m 31s. Rate: 354.43 forecasts/min
[2025-12-04T20:57:23.344732] [DEBUG] [REMOTE    ] AIP: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:23.345938] [DEBUG] [LOCAL     ] Loaded configuration for AIP: 3 features, N/A% accuracy
[2025-12-04T20:57:23.346003] [INFO ] [LOCAL     ] AIP: Loaded 3 optimal features with 53.10% confidence from JSON config
[2025-12-04T20:57:23.346039] [DEBUG] [MAG       ] Building data for symbol: AIP with lookback: 0
[2025-12-04T20:57:23.347049] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:57:23.347113] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:23.352501] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:57:23.353600] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:57:23.354527] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:23.391981] [DEBUG] [MAG       ] LZB: Last date is validated at 2025-12-04
[2025-12-04T20:57:23.392191] [DEBUG] [MAG       ] DX: Last date is validated at 2025-12-04
[2025-12-04T20:57:23.558387] [DEBUG] [MAG       ] LZB: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:23.570493] [DEBUG] [MAG       ] DX: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:23.589431] [DEBUG] [MAG       ] CTNM: Last date is validated at 2025-12-04
[2025-12-04T20:57:23.642880] [INFO ] [LOCAL     ] LZB: Saved forecast.
[2025-12-04T20:57:23.642957] [INFO ] [main      ] LZB: Signal=1 (Conf=80.0%), Magnitude=-1.18% (Conf=45.2562%)
[2025-12-04T20:57:23.643034] [INFO ] [LOCAL     ] DX: Saved forecast.
[2025-12-04T20:57:23.643127] [INFO ] [main      ] DX: Signal=1 (Conf=80.0%), Magnitude=-0.77% (Conf=57.9653%)
[2025-12-04T20:57:23.643130] [INFO ] [main      ] Fetching symbol history for FUN...
[2025-12-04T20:57:23.643173] [DEBUG] [REMOTE    ] FUN: Fetching historical data.
[2025-12-04T20:57:23.643335] [INFO ] [main      ] Fetching symbol history for ASPS...
[2025-12-04T20:57:23.643384] [DEBUG] [REMOTE    ] ASPS: Fetching historical data.
[2025-12-04T20:57:23.644502] [INFO ] [main      ] Progress: 436/970 forecasts completed (44.9%). LZB finished in 0.6s. ETA: 1m 31s. Rate: 353.74 forecasts/min
[2025-12-04T20:57:23.644706] [INFO ] [main      ] Progress: 437/970 forecasts completed (45.1%). DX finished in 0.6s. ETA: 1m 30s. Rate: 354.55 forecasts/min
[2025-12-04T20:57:23.656617] [DEBUG] [REMOTE    ] FUN: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:23.657603] [DEBUG] [LOCAL     ] Loaded configuration for FUN: 4 features, N/A% accuracy
[2025-12-04T20:57:23.657658] [INFO ] [LOCAL     ] FUN: Loaded 4 optimal features with 49.06% confidence from JSON config
[2025-12-04T20:57:23.657690] [DEBUG] [MAG       ] Building data for symbol: FUN with lookback: 0
[2025-12-04T20:57:23.658560] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:57:23.658640] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:23.659822] [DEBUG] [REMOTE    ] ASPS: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:23.660327] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:57:23.660940] [DEBUG] [LOCAL     ] Loaded configuration for ASPS: 3 features, N/A% accuracy
[2025-12-04T20:57:23.661012] [INFO ] [LOCAL     ] ASPS: Loaded 3 optimal features with 65.10% confidence from JSON config
[2025-12-04T20:57:23.661050] [DEBUG] [MAG       ] Building data for symbol: ASPS with lookback: 0
[2025-12-04T20:57:23.661066] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-04T20:57:23.662027] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-04T20:57:23.662112] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:57:23.662186] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:23.662696] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:23.668641] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:57:23.669911] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-04T20:57:23.670681] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:23.705395] [DEBUG] [MAG       ] AIP: Last date is validated at 2025-12-04
[2025-12-04T20:57:23.803617] [DEBUG] [MAG       ] CTNM: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:23.883391] [DEBUG] [MAG       ] AIP: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:23.963479] [INFO ] [LOCAL     ] AIP: Saved forecast.
[2025-12-04T20:57:23.963566] [INFO ] [main      ] AIP: Signal=1 (Conf=80.0%), Magnitude=-8.14% (Conf=53.0973%)
[2025-12-04T20:57:23.964068] [INFO ] [main      ] Fetching symbol history for LZM...
[2025-12-04T20:57:23.964123] [DEBUG] [REMOTE    ] LZM: Fetching historical data.
[2025-12-04T20:57:23.964710] [INFO ] [main      ] Progress: 438/970 forecasts completed (45.2%). AIP finished in 0.6s. ETA: 1m 30s. Rate: 353.83 forecasts/min
[2025-12-04T20:57:23.977539] [DEBUG] [REMOTE    ] LZM: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:23.978842] [DEBUG] [LOCAL     ] Loaded configuration for LZM: 6 features, N/A% accuracy
[2025-12-04T20:57:23.978902] [INFO ] [LOCAL     ] LZM: Loaded 6 optimal features with 45.65% confidence from JSON config
[2025-12-04T20:57:23.978953] [DEBUG] [MAG       ] Building data for symbol: LZM with lookback: 0
[2025-12-04T20:57:23.979860] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:57:23.979923] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:23.984849] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:23.985080] [INFO ] [LOCAL     ] CTNM: Saved forecast.
[2025-12-04T20:57:23.985152] [INFO ] [main      ] CTNM: Signal=1 (Conf=80.0%), Magnitude=0.81% (Conf=44.8042%)
[2025-12-04T20:57:23.985313] [INFO ] [main      ] Fetching symbol history for MBB...
[2025-12-04T20:57:23.985355] [DEBUG] [REMOTE    ] MBB: Fetching historical data.
[2025-12-04T20:57:23.986670] [INFO ] [main      ] Progress: 439/970 forecasts completed (45.3%). CTNM finished in 0.8s. ETA: 1m 30s. Rate: 354.54 forecasts/min
[2025-12-04T20:57:23.987212] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:57:23.987799] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:57:23.988716] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-04T20:57:23.991358] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-04T20:57:23.997249] [DEBUG] [MAG       ] FUN: Last date is validated at 2025-12-04
[2025-12-04T20:57:23.997345] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:23.997437] [DEBUG] [REMOTE    ] MBB: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:23.998380] [DEBUG] [LOCAL     ] Loaded configuration for MBB: 5 features, N/A% accuracy
[2025-12-04T20:57:23.998436] [INFO ] [LOCAL     ] MBB: Loaded 5 optimal features with 48.83% confidence from JSON config
[2025-12-04T20:57:23.998466] [DEBUG] [MAG       ] Building data for symbol: MBB with lookback: 0
[2025-12-04T20:57:23.999307] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:57:23.999367] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:24.004149] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-04T20:57:24.005161] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-04T20:57:24.031479] [DEBUG] [MAG       ] ASPS: Last date is validated at 2025-12-04
[2025-12-04T20:57:24.055441] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-04T20:57:24.057374] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-04T20:57:24.058672] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:24.162218] [DEBUG] [MAG       ] FUN: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:24.203131] [DEBUG] [MAG       ] ASPS: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:24.249797] [INFO ] [LOCAL     ] FUN: Saved forecast.
[2025-12-04T20:57:24.249868] [INFO ] [main      ] FUN: Signal=1 (Conf=80.0%), Magnitude=5.81% (Conf=49.0594%)
[2025-12-04T20:57:24.250218] [INFO ] [main      ] Fetching symbol history for TELO...
[2025-12-04T20:57:24.250267] [DEBUG] [REMOTE    ] TELO: Fetching historical data.
[2025-12-04T20:57:24.250341] [INFO ] [main      ] Progress: 440/970 forecasts completed (45.4%). FUN finished in 0.6s. ETA: 1m 30s. Rate: 354.09 forecasts/min
[2025-12-04T20:57:24.262335] [DEBUG] [REMOTE    ] TELO: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:24.263495] [DEBUG] [LOCAL     ] Loaded configuration for TELO: 10 features, N/A% accuracy
[2025-12-04T20:57:24.263545] [INFO ] [LOCAL     ] TELO: Loaded 10 optimal features with 52.30% confidence from JSON config
[2025-12-04T20:57:24.263596] [DEBUG] [MAG       ] Building data for symbol: TELO with lookback: 0
[2025-12-04T20:57:24.264377] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-04T20:57:24.264437] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:24.269153] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:24.270924] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:24.271383] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:24.271964] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:57:24.274223] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:57:24.280665] [INFO ] [LOCAL     ] ASPS: Saved forecast.
[2025-12-04T20:57:24.280755] [INFO ] [main      ] ASPS: Signal=1 (Conf=80.0%), Magnitude=5.58% (Conf=65.0994%)
[2025-12-04T20:57:24.280969] [INFO ] [main      ] Fetching symbol history for FTLF...
[2025-12-04T20:57:24.281015] [DEBUG] [REMOTE    ] FTLF: Fetching historical data.
[2025-12-04T20:57:24.281905] [INFO ] [main      ] Progress: 441/970 forecasts completed (45.5%). ASPS finished in 0.6s. ETA: 1m 29s. Rate: 354.74 forecasts/min
[2025-12-04T20:57:24.295531] [DEBUG] [REMOTE    ] FTLF: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:24.296705] [DEBUG] [LOCAL     ] Loaded configuration for FTLF: 4 features, N/A% accuracy
[2025-12-04T20:57:24.296764] [INFO ] [LOCAL     ] FTLF: Loaded 4 optimal features with 63.22% confidence from JSON config
[2025-12-04T20:57:24.296796] [DEBUG] [MAG       ] Building data for symbol: FTLF with lookback: 0
[2025-12-04T20:57:24.297689] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:57:24.297747] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:24.302608] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:57:24.313540] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-04T20:57:24.360483] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-04T20:57:24.363473] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-04T20:57:24.364565] [DEBUG] [MAG       ] LZM: Last date is validated at 2025-12-04
[2025-12-04T20:57:24.365025] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-04T20:57:24.368859] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:24.395400] [DEBUG] [MAG       ] MBB: Last date is validated at 2025-12-04
[2025-12-04T20:57:24.411878] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-04T20:57:24.413162] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-04T20:57:24.415134] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:24.567430] [DEBUG] [MAG       ] LZM: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:24.568159] [DEBUG] [MAG       ] MBB: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:24.650781] [INFO ] [LOCAL     ] LZM: Saved forecast.
[2025-12-04T20:57:24.650866] [INFO ] [main      ] LZM: Signal=1 (Conf=80.0%), Magnitude=-3.62% (Conf=45.6456%)
[2025-12-04T20:57:24.651309] [INFO ] [main      ] Fetching symbol history for BIPH...
[2025-12-04T20:57:24.651361] [DEBUG] [REMOTE    ] BIPH: Fetching historical data.
[2025-12-04T20:57:24.651713] [INFO ] [main      ] Progress: 442/970 forecasts completed (45.6%). LZM finished in 0.7s. ETA: 1m 30s. Rate: 353.79 forecasts/min
[2025-12-04T20:57:24.664946] [DEBUG] [REMOTE    ] BIPH: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:24.666503] [DEBUG] [LOCAL     ] Loaded configuration for BIPH: 8 features, N/A% accuracy
[2025-12-04T20:57:24.666558] [INFO ] [LOCAL     ] BIPH: Loaded 8 optimal features with 51.65% confidence from JSON config
[2025-12-04T20:57:24.666611] [DEBUG] [MAG       ] Building data for symbol: BIPH with lookback: 0
[2025-12-04T20:57:24.667550] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-04T20:57:24.667637] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:24.673088] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:24.675269] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:24.675844] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:24.676251] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-04T20:57:24.680897] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:57:24.681650] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:57:24.682843] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-04T20:57:24.684990] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:24.703763] [DEBUG] [MAG       ] TELO: Last date is validated at 2025-12-04
[2025-12-04T20:57:24.705923] [INFO ] [LOCAL     ] MBB: Saved forecast.
[2025-12-04T20:57:24.705994] [INFO ] [main      ] MBB: Signal=1 (Conf=80.0%), Magnitude=-0.17% (Conf=48.8301%)
[2025-12-04T20:57:24.706160] [INFO ] [main      ] Fetching symbol history for TSLQ...
[2025-12-04T20:57:24.706204] [DEBUG] [REMOTE    ] TSLQ: Fetching historical data.
[2025-12-04T20:57:24.707711] [INFO ] [main      ] Progress: 443/970 forecasts completed (45.7%). MBB finished in 0.7s. ETA: 1m 29s. Rate: 354.33 forecasts/min
[2025-12-04T20:57:24.720083] [DEBUG] [REMOTE    ] TSLQ: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:24.721015] [DEBUG] [LOCAL     ] Loaded configuration for TSLQ: 6 features, N/A% accuracy
[2025-12-04T20:57:24.721067] [INFO ] [LOCAL     ] TSLQ: Loaded 6 optimal features with 53.98% confidence from JSON config
[2025-12-04T20:57:24.721097] [DEBUG] [MAG       ] Building data for symbol: TSLQ with lookback: 0
[2025-12-04T20:57:24.721925] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:57:24.721986] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:24.726962] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:24.728837] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:24.729354] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:24.729765] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:57:24.768775] [DEBUG] [MAG       ] FTLF: Last date is validated at 2025-12-04
[2025-12-04T20:57:24.770093] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:57:24.771202] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:24.871364] [DEBUG] [MAG       ] TELO: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:24.939877] [DEBUG] [MAG       ] FTLF: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:24.945672] [INFO ] [LOCAL     ] TELO: Saved forecast.
[2025-12-04T20:57:24.945745] [INFO ] [main      ] TELO: Signal=1 (Conf=80.0%), Magnitude=-2.31% (Conf=52.2955%)
[2025-12-04T20:57:24.945912] [INFO ] [main      ] Fetching symbol history for PAYS...
[2025-12-04T20:57:24.945954] [DEBUG] [REMOTE    ] PAYS: Fetching historical data.
[2025-12-04T20:57:24.948685] [INFO ] [main      ] Progress: 444/970 forecasts completed (45.8%). TELO finished in 0.7s. ETA: 1m 29s. Rate: 353.99 forecasts/min
[2025-12-04T20:57:24.957514] [DEBUG] [REMOTE    ] PAYS: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:24.958636] [DEBUG] [LOCAL     ] Loaded configuration for PAYS: 6 features, N/A% accuracy
[2025-12-04T20:57:24.958688] [INFO ] [LOCAL     ] PAYS: Loaded 6 optimal features with 56.32% confidence from JSON config
[2025-12-04T20:57:24.958719] [DEBUG] [MAG       ] Building data for symbol: PAYS with lookback: 0
[2025-12-04T20:57:24.959503] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:57:24.959563] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:24.964404] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:24.966169] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:24.966653] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:24.967032] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:57:24.967757] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:57:24.968720] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:25.014774] [INFO ] [LOCAL     ] FTLF: Saved forecast.
[2025-12-04T20:57:25.014874] [INFO ] [main      ] FTLF: Signal=1 (Conf=80.0%), Magnitude=0.33% (Conf=63.2183%)
[2025-12-04T20:57:25.015348] [INFO ] [main      ] Progress: 445/970 forecasts completed (45.9%). FTLF finished in 0.7s. ETA: 1m 29s. Rate: 354.47 forecasts/min
[2025-12-04T20:57:25.015499] [INFO ] [main      ] Fetching symbol history for RIME...
[2025-12-04T20:57:25.015544] [DEBUG] [REMOTE    ] RIME: Fetching historical data.
[2025-12-04T20:57:25.029500] [DEBUG] [REMOTE    ] RIME: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:25.030967] [DEBUG] [LOCAL     ] Loaded configuration for RIME: 6 features, N/A% accuracy
[2025-12-04T20:57:25.031035] [INFO ] [LOCAL     ] RIME: Loaded 6 optimal features with 34.83% confidence from JSON config
[2025-12-04T20:57:25.031074] [DEBUG] [MAG       ] Building data for symbol: RIME with lookback: 0
[2025-12-04T20:57:25.032063] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:57:25.032127] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:25.034004] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:25.034083] [DEBUG] [MAG       ] BIPH: Last date is validated at 2025-12-04
[2025-12-04T20:57:25.034614] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:25.035026] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:57:25.035463] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:57:25.036661] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-04T20:57:25.038813] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:25.165127] [DEBUG] [MAG       ] TSLQ: Last date is validated at 2025-12-04
[2025-12-04T20:57:25.215428] [DEBUG] [MAG       ] BIPH: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:25.284242] [INFO ] [LOCAL     ] BIPH: Saved forecast.
[2025-12-04T20:57:25.284331] [INFO ] [main      ] BIPH: Signal=1 (Conf=80.0%), Magnitude=-0.59% (Conf=51.646%)
[2025-12-04T20:57:25.284566] [INFO ] [main      ] Fetching symbol history for OLMA...
[2025-12-04T20:57:25.284635] [DEBUG] [REMOTE    ] OLMA: Fetching historical data.
[2025-12-04T20:57:25.285024] [INFO ] [main      ] Progress: 446/970 forecasts completed (46.0%). BIPH finished in 0.6s. ETA: 1m 29s. Rate: 354.00 forecasts/min
[2025-12-04T20:57:25.298838] [DEBUG] [REMOTE    ] OLMA: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:25.300313] [DEBUG] [LOCAL     ] Loaded configuration for OLMA: 7 features, N/A% accuracy
[2025-12-04T20:57:25.300367] [INFO ] [LOCAL     ] OLMA: Loaded 7 optimal features with 47.42% confidence from JSON config
[2025-12-04T20:57:25.300398] [DEBUG] [MAG       ] Building data for symbol: OLMA with lookback: 0
[2025-12-04T20:57:25.301299] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-04T20:57:25.301362] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:57:25.302162] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:57:25.303098] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:57:25.304259] [DEBUG] [MAG       ] PAYS: Last date is validated at 2025-12-04
[2025-12-04T20:57:25.305659] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-04T20:57:25.338043] [DEBUG] [MAG       ] TSLQ: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:25.386013] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-04T20:57:25.388449] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-04T20:57:25.390247] [DEBUG] [MAG       ] RIME: Last date is validated at 2025-12-04
[2025-12-04T20:57:25.391702] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-04T20:57:25.394462] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:25.479085] [DEBUG] [MAG       ] PAYS: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:25.543614] [INFO ] [LOCAL     ] PAYS: Saved forecast.
[2025-12-04T20:57:25.543703] [INFO ] [main      ] PAYS: Signal=1 (Conf=80.0%), Magnitude=8.59% (Conf=56.3166%)
[2025-12-04T20:57:25.543901] [INFO ] [main      ] Fetching symbol history for UAA...
[2025-12-04T20:57:25.543953] [DEBUG] [REMOTE    ] UAA: Fetching historical data.
[2025-12-04T20:57:25.545030] [INFO ] [main      ] Progress: 447/970 forecasts completed (46.1%). PAYS finished in 0.6s. ETA: 1m 29s. Rate: 353.58 forecasts/min
[2025-12-04T20:57:25.553972] [INFO ] [LOCAL     ] TSLQ: Saved forecast.
[2025-12-04T20:57:25.554043] [INFO ] [main      ] TSLQ: Signal=1 (Conf=80.0%), Magnitude=-13.76% (Conf=53.9786%)
[2025-12-04T20:57:25.554213] [INFO ] [main      ] Fetching symbol history for BGS...
[2025-12-04T20:57:25.554256] [DEBUG] [REMOTE    ] BGS: Fetching historical data.
[2025-12-04T20:57:25.554810] [INFO ] [main      ] Progress: 448/970 forecasts completed (46.2%). TSLQ finished in 0.8s. ETA: 1m 28s. Rate: 354.32 forecasts/min
[2025-12-04T20:57:25.555943] [DEBUG] [REMOTE    ] UAA: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:25.557064] [DEBUG] [LOCAL     ] Loaded configuration for UAA: 4 features, N/A% accuracy
[2025-12-04T20:57:25.557131] [INFO ] [LOCAL     ] UAA: Loaded 4 optimal features with 47.13% confidence from JSON config
[2025-12-04T20:57:25.557172] [DEBUG] [MAG       ] Building data for symbol: UAA with lookback: 0
[2025-12-04T20:57:25.558033] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:57:25.558094] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:25.563637] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:25.565470] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:57:25.566023] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:57:25.566172] [DEBUG] [MAG       ] RIME: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:25.567808] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:25.568161] [DEBUG] [REMOTE    ] BGS: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:25.568878] [DEBUG] [LOCAL     ] Loaded configuration for BGS: 6 features, N/A% accuracy
[2025-12-04T20:57:25.568927] [INFO ] [LOCAL     ] BGS: Loaded 6 optimal features with 41.65% confidence from JSON config
[2025-12-04T20:57:25.568956] [DEBUG] [MAG       ] Building data for symbol: BGS with lookback: 0
[2025-12-04T20:57:25.569765] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:57:25.573157] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:25.577938] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:25.579808] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:25.580314] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:25.580710] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:57:25.618655] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-04T20:57:25.620484] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:25.731699] [INFO ] [LOCAL     ] RIME: Saved forecast.
[2025-12-04T20:57:25.731786] [INFO ] [main      ] RIME: Signal=1 (Conf=80.0%), Magnitude=1060.35% (Conf=34.8293%)
[2025-12-04T20:57:25.732252] [INFO ] [main      ] Progress: 449/970 forecasts completed (46.3%). RIME finished in 0.7s. ETA: 1m 28s. Rate: 354.29 forecasts/min
[2025-12-04T20:57:25.732406] [INFO ] [main      ] Fetching symbol history for SNY...
[2025-12-04T20:57:25.732461] [DEBUG] [REMOTE    ] SNY: Fetching historical data.
[2025-12-04T20:57:25.739070] [DEBUG] [MAG       ] OLMA: Last date is validated at 2025-12-04
[2025-12-04T20:57:25.746274] [DEBUG] [REMOTE    ] SNY: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:25.747680] [DEBUG] [LOCAL     ] Loaded configuration for SNY: 0 features, N/A% accuracy
[2025-12-04T20:57:25.747738] [INFO ] [LOCAL     ] SNY: Loaded 0 optimal features with 47.02% confidence from JSON config
[2025-12-04T20:57:25.747770] [DEBUG] [MAG       ] Building data for symbol: SNY with lookback: 0
[2025-12-04T20:57:25.748700] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-04T20:57:25.914337] [DEBUG] [MAG       ] OLMA: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:25.915451] [DEBUG] [MAG       ] UAA: Last date is validated at 2025-12-04
[2025-12-04T20:57:25.957759] [DEBUG] [MAG       ] BGS: Last date is validated at 2025-12-04
[2025-12-04T20:57:26.027989] [INFO ] [LOCAL     ] OLMA: Saved forecast.
[2025-12-04T20:57:26.028119] [INFO ] [main      ] OLMA: Signal=1 (Conf=80.0%), Magnitude=-3.42% (Conf=47.4194%)
[2025-12-04T20:57:26.028859] [INFO ] [main      ] Fetching symbol history for ALEX...
[2025-12-04T20:57:26.028909] [DEBUG] [REMOTE    ] ALEX: Fetching historical data.
[2025-12-04T20:57:26.030816] [INFO ] [main      ] Progress: 450/970 forecasts completed (46.4%). OLMA finished in 0.7s. ETA: 1m 28s. Rate: 353.69 forecasts/min
[2025-12-04T20:57:26.043273] [DEBUG] [REMOTE    ] ALEX: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:26.044781] [DEBUG] [LOCAL     ] Loaded configuration for ALEX: 2 features, N/A% accuracy
[2025-12-04T20:57:26.044837] [INFO ] [LOCAL     ] ALEX: Loaded 2 optimal features with 53.92% confidence from JSON config
[2025-12-04T20:57:26.044870] [DEBUG] [MAG       ] Building data for symbol: ALEX with lookback: 0
[2025-12-04T20:57:26.045833] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:57:26.045896] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:57:26.046903] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-04T20:57:26.050343] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:26.080239] [DEBUG] [MAG       ] UAA: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:26.095314] [DEBUG] [MAG       ] SNY: Last date is validated at 2025-12-04
[2025-12-04T20:57:26.125903] [DEBUG] [MAG       ] BGS: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:26.145677] [INFO ] [LOCAL     ] UAA: Saved forecast.
[2025-12-04T20:57:26.145745] [INFO ] [main      ] UAA: Signal=1 (Conf=80.0%), Magnitude=3.49% (Conf=47.1268%)
[2025-12-04T20:57:26.146087] [INFO ] [main      ] Fetching symbol history for ACWX...
[2025-12-04T20:57:26.146136] [DEBUG] [REMOTE    ] ACWX: Fetching historical data.
[2025-12-04T20:57:26.146707] [INFO ] [main      ] Progress: 451/970 forecasts completed (46.5%). UAA finished in 0.6s. ETA: 1m 28s. Rate: 353.94 forecasts/min
[2025-12-04T20:57:26.158096] [DEBUG] [REMOTE    ] ACWX: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:26.159239] [DEBUG] [LOCAL     ] Loaded configuration for ACWX: 4 features, N/A% accuracy
[2025-12-04T20:57:26.159291] [INFO ] [LOCAL     ] ACWX: Loaded 4 optimal features with 56.54% confidence from JSON config
[2025-12-04T20:57:26.159322] [DEBUG] [MAG       ] Building data for symbol: ACWX with lookback: 0
[2025-12-04T20:57:26.160149] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:57:26.160208] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:26.165116] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:26.166898] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:26.167377] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:26.167793] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:26.190367] [INFO ] [LOCAL     ] BGS: Saved forecast.
[2025-12-04T20:57:26.190436] [INFO ] [main      ] BGS: Signal=1 (Conf=80.0%), Magnitude=-0.75% (Conf=41.653%)
[2025-12-04T20:57:26.190613] [INFO ] [main      ] Fetching symbol history for TX...
[2025-12-04T20:57:26.190660] [DEBUG] [REMOTE    ] TX: Fetching historical data.
[2025-12-04T20:57:26.191533] [INFO ] [main      ] Progress: 452/970 forecasts completed (46.6%). BGS finished in 0.6s. ETA: 1m 28s. Rate: 354.51 forecasts/min
[2025-12-04T20:57:26.202203] [DEBUG] [REMOTE    ] TX: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:26.203201] [DEBUG] [LOCAL     ] Loaded configuration for TX: 2 features, N/A% accuracy
[2025-12-04T20:57:26.203264] [INFO ] [LOCAL     ] TX: Loaded 2 optimal features with 54.50% confidence from JSON config
[2025-12-04T20:57:26.203302] [DEBUG] [MAG       ] Building data for symbol: TX with lookback: 0
[2025-12-04T20:57:26.204121] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:57:26.204189] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-04T20:57:26.252442] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-04T20:57:26.253659] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:26.266434] [DEBUG] [MAG       ] SNY: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:26.348621] [INFO ] [LOCAL     ] SNY: Saved forecast.
[2025-12-04T20:57:26.348706] [INFO ] [main      ] SNY: Signal=1 (Conf=80.0%), Magnitude=-4.52% (Conf=47.0164%)
[2025-12-04T20:57:26.349164] [INFO ] [main      ] Fetching symbol history for KN...
[2025-12-04T20:57:26.349218] [DEBUG] [REMOTE    ] KN: Fetching historical data.
[2025-12-04T20:57:26.349670] [INFO ] [main      ] Progress: 453/970 forecasts completed (46.7%). SNY finished in 0.6s. ETA: 1m 27s. Rate: 354.56 forecasts/min
[2025-12-04T20:57:26.363498] [DEBUG] [REMOTE    ] KN: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:26.364980] [DEBUG] [LOCAL     ] Loaded configuration for KN: 5 features, N/A% accuracy
[2025-12-04T20:57:26.365035] [INFO ] [LOCAL     ] KN: Loaded 5 optimal features with 54.60% confidence from JSON config
[2025-12-04T20:57:26.365066] [DEBUG] [MAG       ] Building data for symbol: KN with lookback: 0
[2025-12-04T20:57:26.366076] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:57:26.366139] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:26.371042] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-04T20:57:26.375358] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-04T20:57:26.378248] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-04T20:57:26.380373] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-04T20:57:26.388602] [DEBUG] [MAG       ] ALEX: Last date is validated at 2025-12-04
[2025-12-04T20:57:26.394955] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:26.503644] [DEBUG] [MAG       ] ACWX: Last date is validated at 2025-12-04
[2025-12-04T20:57:26.568303] [DEBUG] [MAG       ] ALEX: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:26.585193] [DEBUG] [MAG       ] TX: Last date is validated at 2025-12-04
[2025-12-04T20:57:26.632471] [INFO ] [LOCAL     ] ALEX: Saved forecast.
[2025-12-04T20:57:26.632562] [INFO ] [main      ] ALEX: Signal=1 (Conf=80.0%), Magnitude=0.56% (Conf=53.9162%)
[2025-12-04T20:57:26.633053] [INFO ] [main      ] Fetching symbol history for RSKD...
[2025-12-04T20:57:26.633107] [DEBUG] [REMOTE    ] RSKD: Fetching historical data.
[2025-12-04T20:57:26.634659] [INFO ] [main      ] Progress: 454/970 forecasts completed (46.8%). ALEX finished in 0.6s. ETA: 1m 27s. Rate: 354.03 forecasts/min
[2025-12-04T20:57:26.646600] [DEBUG] [REMOTE    ] RSKD: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:26.648010] [DEBUG] [LOCAL     ] Loaded configuration for RSKD: 2 features, N/A% accuracy
[2025-12-04T20:57:26.648067] [INFO ] [LOCAL     ] RSKD: Loaded 2 optimal features with 50.70% confidence from JSON config
[2025-12-04T20:57:26.648101] [DEBUG] [MAG       ] Building data for symbol: RSKD with lookback: 0
[2025-12-04T20:57:26.649143] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:57:26.649206] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:26.654260] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-04T20:57:26.655909] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:26.672217] [DEBUG] [MAG       ] ACWX: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:26.745981] [DEBUG] [MAG       ] KN: Last date is validated at 2025-12-04
[2025-12-04T20:57:26.754436] [DEBUG] [MAG       ] TX: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:26.755596] [INFO ] [LOCAL     ] ACWX: Saved forecast.
[2025-12-04T20:57:26.755668] [INFO ] [main      ] ACWX: Signal=1 (Conf=80.0%), Magnitude=-0.17% (Conf=56.5421%)
[2025-12-04T20:57:26.756028] [INFO ] [main      ] Fetching symbol history for BMY...
[2025-12-04T20:57:26.756077] [DEBUG] [REMOTE    ] BMY: Fetching historical data.
[2025-12-04T20:57:26.757655] [INFO ] [main      ] Progress: 455/970 forecasts completed (46.9%). ACWX finished in 0.6s. ETA: 1m 27s. Rate: 354.24 forecasts/min
[2025-12-04T20:57:26.768504] [DEBUG] [REMOTE    ] BMY: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:26.769604] [DEBUG] [LOCAL     ] Loaded configuration for BMY: 5 features, N/A% accuracy
[2025-12-04T20:57:26.769659] [INFO ] [LOCAL     ] BMY: Loaded 5 optimal features with 52.28% confidence from JSON config
[2025-12-04T20:57:26.769690] [DEBUG] [MAG       ] Building data for symbol: BMY with lookback: 0
[2025-12-04T20:57:26.770457] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:57:26.770514] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:26.775225] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:57:26.776905] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-04T20:57:26.825624] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-04T20:57:26.826361] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-04T20:57:26.827037] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:26.828555] [INFO ] [LOCAL     ] TX: Saved forecast.
[2025-12-04T20:57:26.828643] [INFO ] [main      ] TX: Signal=1 (Conf=80.0%), Magnitude=0.39% (Conf=54.498%)
[2025-12-04T20:57:26.828808] [INFO ] [main      ] Fetching symbol history for GGLS...
[2025-12-04T20:57:26.828854] [DEBUG] [REMOTE    ] GGLS: Fetching historical data.
[2025-12-04T20:57:26.829891] [INFO ] [main      ] Progress: 456/970 forecasts completed (47.0%). TX finished in 0.6s. ETA: 1m 27s. Rate: 354.69 forecasts/min
[2025-12-04T20:57:26.840440] [DEBUG] [REMOTE    ] GGLS: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:26.841561] [DEBUG] [LOCAL     ] Loaded configuration for GGLS: 6 features, N/A% accuracy
[2025-12-04T20:57:26.841632] [INFO ] [LOCAL     ] GGLS: Loaded 6 optimal features with 52.23% confidence from JSON config
[2025-12-04T20:57:26.841664] [DEBUG] [MAG       ] Building data for symbol: GGLS with lookback: 0
[2025-12-04T20:57:26.842468] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:57:26.842528] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:26.847519] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:26.849348] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:57:26.849854] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:57:26.928786] [DEBUG] [MAG       ] KN: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:26.963843] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-04T20:57:26.966070] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-04T20:57:26.968353] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:27.002715] [DEBUG] [MAG       ] RSKD: Last date is validated at 2025-12-04
[2025-12-04T20:57:27.013077] [INFO ] [LOCAL     ] KN: Saved forecast.
[2025-12-04T20:57:27.013163] [INFO ] [main      ] KN: Signal=1 (Conf=80.0%), Magnitude=2.58% (Conf=54.5995%)
[2025-12-04T20:57:27.013686] [INFO ] [main      ] Fetching symbol history for GLBE...
[2025-12-04T20:57:27.013743] [DEBUG] [REMOTE    ] GLBE: Fetching historical data.
[2025-12-04T20:57:27.014671] [INFO ] [main      ] Progress: 457/970 forecasts completed (47.1%). KN finished in 0.7s. ETA: 1m 27s. Rate: 354.62 forecasts/min
[2025-12-04T20:57:27.029001] [DEBUG] [REMOTE    ] GLBE: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:27.030667] [DEBUG] [LOCAL     ] Loaded configuration for GLBE: 4 features, N/A% accuracy
[2025-12-04T20:57:27.030727] [INFO ] [LOCAL     ] GLBE: Loaded 4 optimal features with 50.82% confidence from JSON config
[2025-12-04T20:57:27.030759] [DEBUG] [MAG       ] Building data for symbol: GLBE with lookback: 0
[2025-12-04T20:57:27.031761] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:57:27.031825] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:27.037136] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:57:27.038254] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-04T20:57:27.039310] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-04T20:57:27.040567] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:27.162564] [DEBUG] [MAG       ] BMY: Last date is validated at 2025-12-04
[2025-12-04T20:57:27.177338] [DEBUG] [MAG       ] RSKD: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:27.235853] [INFO ] [LOCAL     ] RSKD: Saved forecast.
[2025-12-04T20:57:27.235937] [INFO ] [main      ] RSKD: Signal=1 (Conf=80.0%), Magnitude=0.49% (Conf=50.6984%)
[2025-12-04T20:57:27.236139] [INFO ] [main      ] Fetching symbol history for TOI...
[2025-12-04T20:57:27.236185] [DEBUG] [REMOTE    ] TOI: Fetching historical data.
[2025-12-04T20:57:27.237213] [INFO ] [main      ] Progress: 458/970 forecasts completed (47.2%). RSKD finished in 0.6s. ETA: 1m 27s. Rate: 354.37 forecasts/min
[2025-12-04T20:57:27.250033] [DEBUG] [REMOTE    ] TOI: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:27.251186] [DEBUG] [LOCAL     ] Loaded configuration for TOI: 3 features, N/A% accuracy
[2025-12-04T20:57:27.251241] [INFO ] [LOCAL     ] TOI: Loaded 3 optimal features with 47.75% confidence from JSON config
[2025-12-04T20:57:27.251273] [DEBUG] [MAG       ] Building data for symbol: TOI with lookback: 0
[2025-12-04T20:57:27.252214] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:57:27.252277] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:27.257283] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:27.259310] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:57:27.259828] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:27.307048] [DEBUG] [MAG       ] GGLS: Last date is validated at 2025-12-04
[2025-12-04T20:57:27.336005] [DEBUG] [MAG       ] BMY: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:27.401533] [DEBUG] [MAG       ] GLBE: Last date is validated at 2025-12-04
[2025-12-04T20:57:27.421276] [INFO ] [LOCAL     ] BMY: Saved forecast.
[2025-12-04T20:57:27.421347] [INFO ] [main      ] BMY: Signal=1 (Conf=80.0%), Magnitude=-1.75% (Conf=52.2769%)
[2025-12-04T20:57:27.421718] [INFO ] [main      ] Fetching symbol history for EDN...
[2025-12-04T20:57:27.421772] [DEBUG] [REMOTE    ] EDN: Fetching historical data.
[2025-12-04T20:57:27.422560] [INFO ] [main      ] Progress: 459/970 forecasts completed (47.3%). BMY finished in 0.7s. ETA: 1m 27s. Rate: 354.30 forecasts/min
[2025-12-04T20:57:27.433908] [DEBUG] [REMOTE    ] EDN: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:27.435088] [DEBUG] [LOCAL     ] Loaded configuration for EDN: 5 features, N/A% accuracy
[2025-12-04T20:57:27.435142] [INFO ] [LOCAL     ] EDN: Loaded 5 optimal features with 62.21% confidence from JSON config
[2025-12-04T20:57:27.435174] [DEBUG] [MAG       ] Building data for symbol: EDN with lookback: 0
[2025-12-04T20:57:27.436003] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:57:27.436063] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:27.437795] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:57:27.438338] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:57:27.440002] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-04T20:57:27.440714] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-04T20:57:27.441861] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:27.470783] [DEBUG] [MAG       ] GGLS: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:27.540362] [INFO ] [LOCAL     ] GGLS: Saved forecast.
[2025-12-04T20:57:27.540436] [INFO ] [main      ] GGLS: Signal=1 (Conf=80.0%), Magnitude=1.21% (Conf=52.2338%)
[2025-12-04T20:57:27.540617] [INFO ] [main      ] Fetching symbol history for VSTM...
[2025-12-04T20:57:27.540663] [DEBUG] [REMOTE    ] VSTM: Fetching historical data.
[2025-12-04T20:57:27.540855] [INFO ] [main      ] Progress: 460/970 forecasts completed (47.4%). GGLS finished in 0.7s. ETA: 1m 26s. Rate: 354.53 forecasts/min
[2025-12-04T20:57:27.552319] [DEBUG] [REMOTE    ] VSTM: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:27.553394] [DEBUG] [LOCAL     ] Loaded configuration for VSTM: 5 features, N/A% accuracy
[2025-12-04T20:57:27.553444] [INFO ] [LOCAL     ] VSTM: Loaded 5 optimal features with 59.68% confidence from JSON config
[2025-12-04T20:57:27.553476] [DEBUG] [MAG       ] Building data for symbol: VSTM with lookback: 0
[2025-12-04T20:57:27.554264] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:57:27.554332] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:27.559026] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:57:27.560850] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-04T20:57:27.561766] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-04T20:57:27.563686] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-04T20:57:27.565215] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:27.576352] [DEBUG] [MAG       ] GLBE: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:27.618909] [DEBUG] [MAG       ] TOI: Last date is validated at 2025-12-04
[2025-12-04T20:57:27.686629] [INFO ] [LOCAL     ] GLBE: Saved forecast.
[2025-12-04T20:57:27.686723] [INFO ] [main      ] GLBE: Signal=1 (Conf=80.0%), Magnitude=0.02% (Conf=50.8196%)
[2025-12-04T20:57:27.687202] [INFO ] [main      ] Fetching symbol history for NOTE...
[2025-12-04T20:57:27.687256] [DEBUG] [REMOTE    ] NOTE: Fetching historical data.
[2025-12-04T20:57:27.687682] [INFO ] [main      ] Progress: 461/970 forecasts completed (47.5%). GLBE finished in 0.7s. ETA: 1m 26s. Rate: 354.64 forecasts/min
[2025-12-04T20:57:27.700882] [DEBUG] [REMOTE    ] NOTE: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:27.702520] [DEBUG] [LOCAL     ] Loaded configuration for NOTE: 7 features, N/A% accuracy
[2025-12-04T20:57:27.702614] [INFO ] [LOCAL     ] NOTE: Loaded 7 optimal features with 50.65% confidence from JSON config
[2025-12-04T20:57:27.702650] [DEBUG] [MAG       ] Building data for symbol: NOTE with lookback: 0
[2025-12-04T20:57:27.703698] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-04T20:57:27.703762] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:27.708857] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:57:27.710795] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-04T20:57:27.761402] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:27.763922] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:57:27.764510] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:57:27.765721] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-04T20:57:27.767760] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:27.783180] [DEBUG] [MAG       ] EDN: Last date is validated at 2025-12-04
[2025-12-04T20:57:27.809200] [DEBUG] [MAG       ] TOI: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:27.870410] [INFO ] [LOCAL     ] TOI: Saved forecast.
[2025-12-04T20:57:27.870504] [INFO ] [main      ] TOI: Signal=1 (Conf=80.0%), Magnitude=0.92% (Conf=47.7519%)
[2025-12-04T20:57:27.871075] [INFO ] [main      ] Fetching symbol history for WASH...
[2025-12-04T20:57:27.871128] [DEBUG] [REMOTE    ] WASH: Fetching historical data.
[2025-12-04T20:57:27.871685] [INFO ] [main      ] Progress: 462/970 forecasts completed (47.6%). TOI finished in 0.6s. ETA: 1m 26s. Rate: 354.57 forecasts/min
[2025-12-04T20:57:27.884335] [DEBUG] [REMOTE    ] WASH: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:27.885850] [DEBUG] [LOCAL     ] Loaded configuration for WASH: 5 features, N/A% accuracy
[2025-12-04T20:57:27.885908] [INFO ] [LOCAL     ] WASH: Loaded 5 optimal features with 64.29% confidence from JSON config
[2025-12-04T20:57:27.885944] [DEBUG] [MAG       ] Building data for symbol: WASH with lookback: 0
[2025-12-04T20:57:27.886850] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:57:27.886912] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:27.891913] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:57:27.896372] [DEBUG] [MAG       ] VSTM: Last date is validated at 2025-12-04
[2025-12-04T20:57:27.958505] [DEBUG] [MAG       ] EDN: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:28.001319] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-04T20:57:28.002529] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-04T20:57:28.003281] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-04T20:57:28.004661] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:28.050983] [INFO ] [LOCAL     ] EDN: Saved forecast.
[2025-12-04T20:57:28.051050] [INFO ] [main      ] EDN: Signal=1 (Conf=80.0%), Magnitude=1.36% (Conf=62.2149%)
[2025-12-04T20:57:28.051210] [INFO ] [main      ] Fetching symbol history for FNB...
[2025-12-04T20:57:28.051252] [DEBUG] [REMOTE    ] FNB: Fetching historical data.
[2025-12-04T20:57:28.052018] [INFO ] [main      ] Progress: 463/970 forecasts completed (47.7%). EDN finished in 0.6s. ETA: 1m 26s. Rate: 354.52 forecasts/min
[2025-12-04T20:57:28.058977] [DEBUG] [MAG       ] VSTM: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:28.062961] [DEBUG] [REMOTE    ] FNB: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:28.064077] [DEBUG] [LOCAL     ] Loaded configuration for FNB: 6 features, N/A% accuracy
[2025-12-04T20:57:28.064128] [INFO ] [LOCAL     ] FNB: Loaded 6 optimal features with 37.17% confidence from JSON config
[2025-12-04T20:57:28.064169] [DEBUG] [MAG       ] Building data for symbol: FNB with lookback: 0
[2025-12-04T20:57:28.065020] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:57:28.065081] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:28.066797] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:28.067307] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:28.067725] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:57:28.068496] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-04T20:57:28.070405] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:57:28.071500] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:28.124856] [DEBUG] [MAG       ] NOTE: Last date is validated at 2025-12-04
[2025-12-04T20:57:28.133884] [INFO ] [LOCAL     ] VSTM: Saved forecast.
[2025-12-04T20:57:28.133956] [INFO ] [main      ] VSTM: Signal=1 (Conf=80.0%), Magnitude=-1.41% (Conf=59.6821%)
[2025-12-04T20:57:28.134118] [INFO ] [main      ] Fetching symbol history for RPTX...
[2025-12-04T20:57:28.134160] [DEBUG] [REMOTE    ] RPTX: Fetching historical data.
[2025-12-04T20:57:28.135721] [INFO ] [main      ] Progress: 464/970 forecasts completed (47.8%). VSTM finished in 0.6s. ETA: 1m 26s. Rate: 354.90 forecasts/min
[2025-12-04T20:57:28.147091] [DEBUG] [REMOTE    ] RPTX: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:28.148209] [DEBUG] [LOCAL     ] Loaded configuration for RPTX: 11 features, N/A% accuracy
[2025-12-04T20:57:28.148283] [INFO ] [LOCAL     ] RPTX: Loaded 11 optimal features with 34.12% confidence from JSON config
[2025-12-04T20:57:28.148316] [DEBUG] [MAG       ] Building data for symbol: RPTX with lookback: 0
[2025-12-04T20:57:28.149273] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-12-04T20:57:28.149342] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:28.155709] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:28.158453] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:57:28.159067] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:28.159556] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:57:28.160607] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:57:28.163038] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-04T20:57:28.167416] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-04T20:57:28.169082] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:57:28.170203] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:57:28.171392] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-04T20:57:28.177662] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:28.303290] [DEBUG] [MAG       ] NOTE: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:28.356371] [DEBUG] [MAG       ] WASH: Last date is validated at 2025-12-04
[2025-12-04T20:57:28.405701] [INFO ] [LOCAL     ] NOTE: Saved forecast.
[2025-12-04T20:57:28.405789] [INFO ] [main      ] NOTE: Signal=1 (Conf=80.0%), Magnitude=-3.66% (Conf=50.6472%)
[2025-12-04T20:57:28.406248] [INFO ] [main      ] Fetching symbol history for SYY...
[2025-12-04T20:57:28.406304] [DEBUG] [REMOTE    ] SYY: Fetching historical data.
[2025-12-04T20:57:28.406705] [INFO ] [main      ] Progress: 465/970 forecasts completed (47.9%). NOTE finished in 0.7s. ETA: 1m 25s. Rate: 354.45 forecasts/min
[2025-12-04T20:57:28.413372] [DEBUG] [MAG       ] FNB: Last date is validated at 2025-12-04
[2025-12-04T20:57:28.422734] [DEBUG] [REMOTE    ] SYY: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:28.424111] [DEBUG] [LOCAL     ] Loaded configuration for SYY: 2 features, N/A% accuracy
[2025-12-04T20:57:28.424206] [INFO ] [LOCAL     ] SYY: Loaded 2 optimal features with 54.79% confidence from JSON config
[2025-12-04T20:57:28.424265] [DEBUG] [MAG       ] Building data for symbol: SYY with lookback: 0
[2025-12-04T20:57:28.425532] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:57:28.425633] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:57:28.426780] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-04T20:57:28.429720] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:28.534824] [DEBUG] [MAG       ] RPTX: Last date is validated at 2025-12-04
[2025-12-04T20:57:28.535551] [DEBUG] [MAG       ] WASH: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:28.576865] [DEBUG] [MAG       ] FNB: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:28.625004] [INFO ] [LOCAL     ] WASH: Saved forecast.
[2025-12-04T20:57:28.625089] [INFO ] [main      ] WASH: Signal=1 (Conf=80.0%), Magnitude=-2.57% (Conf=64.2948%)
[2025-12-04T20:57:28.625558] [INFO ] [main      ] Fetching symbol history for ORC...
[2025-12-04T20:57:28.625625] [DEBUG] [REMOTE    ] ORC: Fetching historical data.
[2025-12-04T20:57:28.627688] [INFO ] [main      ] Progress: 466/970 forecasts completed (48.0%). WASH finished in 0.8s. ETA: 1m 25s. Rate: 354.21 forecasts/min
[2025-12-04T20:57:28.639301] [DEBUG] [REMOTE    ] ORC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:28.640788] [DEBUG] [LOCAL     ] Loaded configuration for ORC: 8 features, N/A% accuracy
[2025-12-04T20:57:28.640844] [INFO ] [LOCAL     ] ORC: Loaded 8 optimal features with 56.83% confidence from JSON config
[2025-12-04T20:57:28.640876] [DEBUG] [MAG       ] Building data for symbol: ORC with lookback: 0
[2025-12-04T20:57:28.641798] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-04T20:57:28.641861] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:28.646828] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:28.648688] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:28.649053] [INFO ] [LOCAL     ] FNB: Saved forecast.
[2025-12-04T20:57:28.649132] [INFO ] [main      ] FNB: Signal=1 (Conf=80.0%), Magnitude=0.12% (Conf=37.1658%)
[2025-12-04T20:57:28.649192] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:57:28.649508] [INFO ] [main      ] Fetching symbol history for BTI...
[2025-12-04T20:57:28.649560] [DEBUG] [REMOTE    ] BTI: Fetching historical data.
[2025-12-04T20:57:28.649555] [INFO ] [main      ] Progress: 467/970 forecasts completed (48.1%). FNB finished in 0.6s. ETA: 1m 25s. Rate: 354.87 forecasts/min
[2025-12-04T20:57:28.649652] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:28.650067] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:57:28.650829] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:57:28.653278] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:57:28.661041] [DEBUG] [REMOTE    ] BTI: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:28.662414] [DEBUG] [LOCAL     ] Loaded configuration for BTI: 3 features, N/A% accuracy
[2025-12-04T20:57:28.662467] [INFO ] [LOCAL     ] BTI: Loaded 3 optimal features with 54.51% confidence from JSON config
[2025-12-04T20:57:28.662497] [DEBUG] [MAG       ] Building data for symbol: BTI with lookback: 0
[2025-12-04T20:57:28.663303] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:57:28.663361] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:28.668060] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:57:28.668916] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-04T20:57:28.670613] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:28.713610] [DEBUG] [MAG       ] RPTX: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:28.767096] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:28.790108] [INFO ] [LOCAL     ] RPTX: Saved forecast.
[2025-12-04T20:57:28.790191] [INFO ] [main      ] RPTX: Signal=1 (Conf=80.0%), Magnitude=-4.88% (Conf=34.1197%)
[2025-12-04T20:57:28.790621] [INFO ] [main      ] Fetching symbol history for BJDX...
[2025-12-04T20:57:28.790674] [DEBUG] [REMOTE    ] BJDX: Fetching historical data.
[2025-12-04T20:57:28.790658] [DEBUG] [MAG       ] SYY: Last date is validated at 2025-12-04
[2025-12-04T20:57:28.791498] [INFO ] [main      ] Progress: 468/970 forecasts completed (48.2%). RPTX finished in 0.7s. ETA: 1m 25s. Rate: 355.00 forecasts/min
[2025-12-04T20:57:28.803006] [DEBUG] [REMOTE    ] BJDX: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:28.804116] [DEBUG] [LOCAL     ] Loaded configuration for BJDX: 4 features, N/A% accuracy
[2025-12-04T20:57:28.804172] [INFO ] [LOCAL     ] BJDX: Loaded 4 optimal features with 58.05% confidence from JSON config
[2025-12-04T20:57:28.804205] [DEBUG] [MAG       ] Building data for symbol: BJDX with lookback: 0
[2025-12-04T20:57:28.805108] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:57:28.805167] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:28.806890] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:28.807415] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:57:28.807893] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:28.808342] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:28.968824] [DEBUG] [MAG       ] SYY: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:29.000332] [DEBUG] [MAG       ] BTI: Last date is validated at 2025-12-04
[2025-12-04T20:57:29.062723] [INFO ] [LOCAL     ] SYY: Saved forecast.
[2025-12-04T20:57:29.062810] [INFO ] [main      ] SYY: Signal=1 (Conf=80.0%), Magnitude=0.77% (Conf=54.7931%)
[2025-12-04T20:57:29.063012] [INFO ] [main      ] Fetching symbol history for ABVX...
[2025-12-04T20:57:29.063059] [DEBUG] [REMOTE    ] ABVX: Fetching historical data.
[2025-12-04T20:57:29.063872] [INFO ] [main      ] Progress: 469/970 forecasts completed (48.4%). SYY finished in 0.7s. ETA: 1m 25s. Rate: 354.53 forecasts/min
[2025-12-04T20:57:29.077801] [DEBUG] [REMOTE    ] ABVX: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:29.078956] [DEBUG] [LOCAL     ] Loaded configuration for ABVX: 4 features, N/A% accuracy
[2025-12-04T20:57:29.079013] [INFO ] [LOCAL     ] ABVX: Loaded 4 optimal features with 47.69% confidence from JSON config
[2025-12-04T20:57:29.079046] [DEBUG] [MAG       ] Building data for symbol: ABVX with lookback: 0
[2025-12-04T20:57:29.080093] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:57:29.080156] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:57:29.080981] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-04T20:57:29.082387] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-04T20:57:29.085747] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:29.087505] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:29.124095] [DEBUG] [MAG       ] ORC: Last date is validated at 2025-12-04
[2025-12-04T20:57:29.165002] [DEBUG] [MAG       ] BJDX: Last date is validated at 2025-12-04
[2025-12-04T20:57:29.173706] [DEBUG] [MAG       ] BTI: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:29.251194] [INFO ] [LOCAL     ] BTI: Saved forecast.
[2025-12-04T20:57:29.251261] [INFO ] [main      ] BTI: Signal=1 (Conf=80.0%), Magnitude=-0.03% (Conf=54.5069%)
[2025-12-04T20:57:29.251616] [INFO ] [main      ] Fetching symbol history for FRSX...
[2025-12-04T20:57:29.251673] [DEBUG] [REMOTE    ] FRSX: Fetching historical data.
[2025-12-04T20:57:29.251657] [INFO ] [main      ] Progress: 470/970 forecasts completed (48.5%). BTI finished in 0.6s. ETA: 1m 25s. Rate: 354.45 forecasts/min
[2025-12-04T20:57:29.264336] [DEBUG] [REMOTE    ] FRSX: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:29.265248] [DEBUG] [LOCAL     ] Loaded configuration for FRSX: 7 features, N/A% accuracy
[2025-12-04T20:57:29.265303] [INFO ] [LOCAL     ] FRSX: Loaded 7 optimal features with 56.45% confidence from JSON config
[2025-12-04T20:57:29.265333] [DEBUG] [MAG       ] Building data for symbol: FRSX with lookback: 0
[2025-12-04T20:57:29.266135] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-04T20:57:29.266195] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:29.270919] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:29.272661] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:29.273124] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:29.273500] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-04T20:57:29.275196] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-04T20:57:29.277940] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-04T20:57:29.279317] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:29.301076] [DEBUG] [MAG       ] ORC: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:29.334714] [DEBUG] [MAG       ] BJDX: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:29.366129] [INFO ] [LOCAL     ] ORC: Saved forecast.
[2025-12-04T20:57:29.366214] [INFO ] [main      ] ORC: Signal=1 (Conf=80.0%), Magnitude=-0.59% (Conf=56.8255%)
[2025-12-04T20:57:29.366422] [INFO ] [main      ] Fetching symbol history for VSH...
[2025-12-04T20:57:29.366467] [DEBUG] [REMOTE    ] VSH: Fetching historical data.
[2025-12-04T20:57:29.366903] [INFO ] [main      ] Progress: 471/970 forecasts completed (48.6%). ORC finished in 0.7s. ETA: 1m 24s. Rate: 354.69 forecasts/min
[2025-12-04T20:57:29.380734] [DEBUG] [REMOTE    ] VSH: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:29.382904] [DEBUG] [LOCAL     ] Loaded configuration for VSH: 1 features, N/A% accuracy
[2025-12-04T20:57:29.382958] [INFO ] [LOCAL     ] VSH: Loaded 1 optimal features with 45.27% confidence from JSON config
[2025-12-04T20:57:29.382989] [DEBUG] [MAG       ] Building data for symbol: VSH with lookback: 0
[2025-12-04T20:57:29.383874] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-04T20:57:29.383931] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:57:29.384991] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:29.405973] [INFO ] [LOCAL     ] BJDX: Saved forecast.
[2025-12-04T20:57:29.406040] [INFO ] [main      ] BJDX: Signal=1 (Conf=80.0%), Magnitude=-3.38% (Conf=58.048%)
[2025-12-04T20:57:29.406212] [INFO ] [main      ] Fetching symbol history for TPG...
[2025-12-04T20:57:29.406255] [DEBUG] [REMOTE    ] TPG: Fetching historical data.
[2025-12-04T20:57:29.406946] [INFO ] [main      ] Progress: 472/970 forecasts completed (48.7%). BJDX finished in 0.6s. ETA: 1m 24s. Rate: 355.27 forecasts/min
[2025-12-04T20:57:29.419283] [DEBUG] [REMOTE    ] TPG: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:29.421072] [DEBUG] [LOCAL     ] Loaded configuration for TPG: 4 features, N/A% accuracy
[2025-12-04T20:57:29.421123] [INFO ] [LOCAL     ] TPG: Loaded 4 optimal features with 58.49% confidence from JSON config
[2025-12-04T20:57:29.421158] [DEBUG] [MAG       ] Building data for symbol: TPG with lookback: 0
[2025-12-04T20:57:29.421951] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:57:29.422022] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:29.426782] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:57:29.427614] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-04T20:57:29.428210] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-04T20:57:29.430954] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:29.434771] [DEBUG] [MAG       ] ABVX: Last date is validated at 2025-12-04
[2025-12-04T20:57:29.609100] [DEBUG] [MAG       ] FRSX: Last date is validated at 2025-12-04
[2025-12-04T20:57:29.609457] [DEBUG] [MAG       ] ABVX: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:29.737096] [DEBUG] [MAG       ] VSH: Last date is validated at 2025-12-04
[2025-12-04T20:57:29.748844] [INFO ] [LOCAL     ] ABVX: Saved forecast.
[2025-12-04T20:57:29.748938] [INFO ] [main      ] ABVX: Signal=1 (Conf=80.0%), Magnitude=-11.48% (Conf=47.689%)
[2025-12-04T20:57:29.749429] [INFO ] [main      ] Fetching symbol history for CHMI...
[2025-12-04T20:57:29.749483] [DEBUG] [REMOTE    ] CHMI: Fetching historical data.
[2025-12-04T20:57:29.749686] [INFO ] [main      ] Progress: 473/970 forecasts completed (48.8%). ABVX finished in 0.7s. ETA: 1m 24s. Rate: 354.50 forecasts/min
[2025-12-04T20:57:29.764938] [DEBUG] [REMOTE    ] CHMI: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:29.766678] [DEBUG] [LOCAL     ] Loaded configuration for CHMI: 8 features, N/A% accuracy
[2025-12-04T20:57:29.766772] [INFO ] [LOCAL     ] CHMI: Loaded 8 optimal features with 48.68% confidence from JSON config
[2025-12-04T20:57:29.766818] [DEBUG] [MAG       ] Building data for symbol: CHMI with lookback: 0
[2025-12-04T20:57:29.768280] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-04T20:57:29.768377] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:29.769601] [DEBUG] [MAG       ] TPG: Last date is validated at 2025-12-04
[2025-12-04T20:57:29.773707] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:29.775660] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:29.776190] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:57:29.776750] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:29.777153] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-04T20:57:29.778252] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-04T20:57:29.784111] [DEBUG] [MAG       ] FRSX: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:29.796502] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-04T20:57:29.798217] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:29.869318] [INFO ] [LOCAL     ] FRSX: Saved forecast.
[2025-12-04T20:57:29.869391] [INFO ] [main      ] FRSX: Signal=1 (Conf=80.0%), Magnitude=79.83% (Conf=56.453%)
[2025-12-04T20:57:29.869562] [INFO ] [main      ] Fetching symbol history for GPRO...
[2025-12-04T20:57:29.869627] [DEBUG] [REMOTE    ] GPRO: Fetching historical data.
[2025-12-04T20:57:29.870661] [INFO ] [main      ] Progress: 474/970 forecasts completed (48.9%). FRSX finished in 0.6s. ETA: 1m 24s. Rate: 354.71 forecasts/min
[2025-12-04T20:57:29.882130] [DEBUG] [REMOTE    ] GPRO: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:29.883299] [DEBUG] [LOCAL     ] Loaded configuration for GPRO: 9 features, N/A% accuracy
[2025-12-04T20:57:29.883351] [INFO ] [LOCAL     ] GPRO: Loaded 9 optimal features with 52.69% confidence from JSON config
[2025-12-04T20:57:29.883382] [DEBUG] [MAG       ] Building data for symbol: GPRO with lookback: 0
[2025-12-04T20:57:29.884257] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-04T20:57:29.884322] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:29.889308] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:29.891246] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:29.891750] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:29.892187] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-04T20:57:29.915429] [DEBUG] [MAG       ] VSH: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:29.937946] [DEBUG] [MAG       ] TPG: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:29.940609] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-04T20:57:29.941562] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-04T20:57:29.996791] [INFO ] [LOCAL     ] VSH: Saved forecast.
[2025-12-04T20:57:29.996877] [INFO ] [main      ] VSH: Signal=1 (Conf=80.0%), Magnitude=11.34% (Conf=45.2703%)
[2025-12-04T20:57:29.997086] [INFO ] [main      ] Fetching symbol history for FINX...
[2025-12-04T20:57:29.997131] [DEBUG] [REMOTE    ] FINX: Fetching historical data.
[2025-12-04T20:57:29.998349] [INFO ] [main      ] Progress: 475/970 forecasts completed (49.0%). VSH finished in 0.6s. ETA: 1m 24s. Rate: 354.89 forecasts/min
[2025-12-04T20:57:30.012701] [DEBUG] [REMOTE    ] FINX: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:30.014173] [DEBUG] [LOCAL     ] Loaded configuration for FINX: 7 features, N/A% accuracy
[2025-12-04T20:57:30.014238] [INFO ] [LOCAL     ] FINX: Loaded 7 optimal features with 66.49% confidence from JSON config
[2025-12-04T20:57:30.014271] [DEBUG] [MAG       ] Building data for symbol: FINX with lookback: 0
[2025-12-04T20:57:30.015555] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-04T20:57:30.015640] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:30.017664] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:30.018268] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:57:30.018729] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:30.019125] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-04T20:57:30.020927] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-04T20:57:30.022406] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-04T20:57:30.023278] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:30.042752] [INFO ] [LOCAL     ] TPG: Saved forecast.
[2025-12-04T20:57:30.042823] [INFO ] [main      ] TPG: Signal=1 (Conf=80.0%), Magnitude=-0.29% (Conf=58.4927%)
[2025-12-04T20:57:30.043193] [INFO ] [main      ] Progress: 476/970 forecasts completed (49.1%). TPG finished in 0.6s. ETA: 1m 23s. Rate: 355.44 forecasts/min
[2025-12-04T20:57:30.043322] [INFO ] [main      ] Fetching symbol history for TAOP...
[2025-12-04T20:57:30.043364] [DEBUG] [REMOTE    ] TAOP: Fetching historical data.
[2025-12-04T20:57:30.054129] [DEBUG] [REMOTE    ] TAOP: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:30.055324] [DEBUG] [LOCAL     ] Loaded configuration for TAOP: 6 features, N/A% accuracy
[2025-12-04T20:57:30.055373] [INFO ] [LOCAL     ] TAOP: Loaded 6 optimal features with 47.05% confidence from JSON config
[2025-12-04T20:57:30.055404] [DEBUG] [MAG       ] Building data for symbol: TAOP with lookback: 0
[2025-12-04T20:57:30.056207] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:57:30.056265] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:30.057945] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:57:30.058473] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:57:30.059520] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:57:30.061136] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:57:30.062154] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:57:30.062820] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:30.099161] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-04T20:57:30.101821] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-04T20:57:30.104684] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:30.151648] [DEBUG] [MAG       ] CHMI: Last date is validated at 2025-12-04
[2025-12-04T20:57:30.329218] [DEBUG] [MAG       ] CHMI: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:30.397666] [DEBUG] [MAG       ] TAOP: Last date is validated at 2025-12-04
[2025-12-04T20:57:30.435440] [DEBUG] [MAG       ] GPRO: Last date is validated at 2025-12-04
[2025-12-04T20:57:30.460295] [DEBUG] [MAG       ] FINX: Last date is validated at 2025-12-04
[2025-12-04T20:57:30.469029] [INFO ] [LOCAL     ] CHMI: Saved forecast.
[2025-12-04T20:57:30.469123] [INFO ] [main      ] CHMI: Signal=1 (Conf=80.0%), Magnitude=-0.19% (Conf=48.6815%)
[2025-12-04T20:57:30.469641] [INFO ] [main      ] Fetching symbol history for FDS...
[2025-12-04T20:57:30.469696] [DEBUG] [REMOTE    ] FDS: Fetching historical data.
[2025-12-04T20:57:30.471669] [INFO ] [main      ] Progress: 477/970 forecasts completed (49.2%). CHMI finished in 0.7s. ETA: 1m 23s. Rate: 354.30 forecasts/min
[2025-12-04T20:57:30.484485] [DEBUG] [REMOTE    ] FDS: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:30.485673] [DEBUG] [LOCAL     ] Loaded configuration for FDS: 8 features, N/A% accuracy
[2025-12-04T20:57:30.486090] [INFO ] [LOCAL     ] FDS: Loaded 8 optimal features with 55.97% confidence from JSON config
[2025-12-04T20:57:30.486125] [DEBUG] [MAG       ] Building data for symbol: FDS with lookback: 0
[2025-12-04T20:57:30.487010] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-04T20:57:30.487074] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:30.488852] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:30.489383] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:57:30.489849] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:30.490240] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:57:30.491033] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-04T20:57:30.541097] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-04T20:57:30.545877] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-04T20:57:30.547304] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:30.568365] [DEBUG] [MAG       ] TAOP: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:30.612830] [DEBUG] [MAG       ] GPRO: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:30.630813] [DEBUG] [MAG       ] FINX: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:30.662057] [INFO ] [LOCAL     ] TAOP: Saved forecast.
[2025-12-04T20:57:30.662134] [INFO ] [main      ] TAOP: Signal=1 (Conf=80.0%), Magnitude=-6.58% (Conf=47.0518%)
[2025-12-04T20:57:30.662295] [INFO ] [main      ] Fetching symbol history for BLMN...
[2025-12-04T20:57:30.662337] [DEBUG] [REMOTE    ] BLMN: Fetching historical data.
[2025-12-04T20:57:30.663117] [INFO ] [main      ] Progress: 478/970 forecasts completed (49.3%). TAOP finished in 0.6s. ETA: 1m 23s. Rate: 354.20 forecasts/min
[2025-12-04T20:57:30.674019] [DEBUG] [REMOTE    ] BLMN: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:30.675009] [DEBUG] [LOCAL     ] Loaded configuration for BLMN: 5 features, N/A% accuracy
[2025-12-04T20:57:30.675059] [INFO ] [LOCAL     ] BLMN: Loaded 5 optimal features with 68.39% confidence from JSON config
[2025-12-04T20:57:30.675090] [DEBUG] [MAG       ] Building data for symbol: BLMN with lookback: 0
[2025-12-04T20:57:30.675936] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:57:30.675996] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:30.680860] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:30.682681] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:57:30.683160] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:30.683610] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-04T20:57:30.686379] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:30.712565] [INFO ] [LOCAL     ] FINX: Saved forecast.
[2025-12-04T20:57:30.712669] [INFO ] [main      ] FINX: Signal=1 (Conf=80.0%), Magnitude=0.95% (Conf=66.4872%)
[2025-12-04T20:57:30.712872] [INFO ] [main      ] Fetching symbol history for VRSK...
[2025-12-04T20:57:30.712915] [DEBUG] [REMOTE    ] VRSK: Fetching historical data.
[2025-12-04T20:57:30.714766] [INFO ] [main      ] Progress: 479/970 forecasts completed (49.4%). FINX finished in 0.7s. ETA: 1m 23s. Rate: 354.72 forecasts/min
[2025-12-04T20:57:30.727547] [DEBUG] [REMOTE    ] VRSK: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:30.729126] [DEBUG] [LOCAL     ] Loaded configuration for VRSK: 6 features, N/A% accuracy
[2025-12-04T20:57:30.729192] [INFO ] [LOCAL     ] VRSK: Loaded 6 optimal features with 50.21% confidence from JSON config
[2025-12-04T20:57:30.729222] [DEBUG] [MAG       ] Building data for symbol: VRSK with lookback: 0
[2025-12-04T20:57:30.730310] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:57:30.730391] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:30.735498] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:30.737723] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:57:30.738365] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:57:30.739173] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-04T20:57:30.739770] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-04T20:57:30.742267] [INFO ] [LOCAL     ] GPRO: Saved forecast.
[2025-12-04T20:57:30.742342] [INFO ] [main      ] GPRO: Signal=1 (Conf=80.0%), Magnitude=12.87% (Conf=52.6945%)
[2025-12-04T20:57:30.742521] [INFO ] [main      ] Fetching symbol history for TBRG...
[2025-12-04T20:57:30.742563] [DEBUG] [REMOTE    ] TBRG: Fetching historical data.
[2025-12-04T20:57:30.743446] [INFO ] [main      ] Progress: 480/970 forecasts completed (49.5%). GPRO finished in 0.9s. ETA: 1m 23s. Rate: 355.33 forecasts/min
[2025-12-04T20:57:30.745783] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:30.754907] [DEBUG] [REMOTE    ] TBRG: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:30.755848] [DEBUG] [LOCAL     ] Loaded configuration for TBRG: 7 features, N/A% accuracy
[2025-12-04T20:57:30.755899] [INFO ] [LOCAL     ] TBRG: Loaded 7 optimal features with 54.83% confidence from JSON config
[2025-12-04T20:57:30.755930] [DEBUG] [MAG       ] Building data for symbol: TBRG with lookback: 0
[2025-12-04T20:57:30.756764] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-04T20:57:30.756825] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:30.761660] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:30.763457] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:30.763962] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:30.764355] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:57:30.766661] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-04T20:57:30.767611] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-04T20:57:30.768383] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:30.891287] [DEBUG] [MAG       ] FDS: Last date is validated at 2025-12-04
[2025-12-04T20:57:31.017185] [DEBUG] [MAG       ] BLMN: Last date is validated at 2025-12-04
[2025-12-04T20:57:31.063647] [DEBUG] [MAG       ] FDS: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:31.081543] [DEBUG] [MAG       ] VRSK: Last date is validated at 2025-12-04
[2025-12-04T20:57:31.095962] [DEBUG] [MAG       ] TBRG: Last date is validated at 2025-12-04
[2025-12-04T20:57:31.184152] [DEBUG] [MAG       ] BLMN: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:31.200546] [INFO ] [LOCAL     ] FDS: Saved forecast.
[2025-12-04T20:57:31.200656] [INFO ] [main      ] FDS: Signal=1 (Conf=80.0%), Magnitude=3.11% (Conf=55.9709%)
[2025-12-04T20:57:31.201139] [INFO ] [main      ] Fetching symbol history for CBZ...
[2025-12-04T20:57:31.201193] [DEBUG] [REMOTE    ] CBZ: Fetching historical data.
[2025-12-04T20:57:31.201671] [INFO ] [main      ] Progress: 481/970 forecasts completed (49.6%). FDS finished in 0.7s. ETA: 1m 23s. Rate: 354.07 forecasts/min
[2025-12-04T20:57:31.215959] [DEBUG] [REMOTE    ] CBZ: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:31.217146] [DEBUG] [LOCAL     ] Loaded configuration for CBZ: 6 features, N/A% accuracy
[2025-12-04T20:57:31.217202] [INFO ] [LOCAL     ] CBZ: Loaded 6 optimal features with 60.22% confidence from JSON config
[2025-12-04T20:57:31.217235] [DEBUG] [MAG       ] Building data for symbol: CBZ with lookback: 0
[2025-12-04T20:57:31.218166] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:57:31.218253] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:31.223260] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:31.225152] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:57:31.225706] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:57:31.226727] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:57:31.229289] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-04T20:57:31.231322] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:31.250856] [DEBUG] [MAG       ] VRSK: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:31.255178] [INFO ] [LOCAL     ] BLMN: Saved forecast.
[2025-12-04T20:57:31.255250] [INFO ] [main      ] BLMN: Signal=1 (Conf=80.0%), Magnitude=0.31% (Conf=68.3901%)
[2025-12-04T20:57:31.255646] [INFO ] [main      ] Fetching symbol history for SPXX...
[2025-12-04T20:57:31.255696] [DEBUG] [REMOTE    ] SPXX: Fetching historical data.
[2025-12-04T20:57:31.255639] [INFO ] [main      ] Progress: 482/970 forecasts completed (49.7%). BLMN finished in 0.6s. ETA: 1m 23s. Rate: 354.57 forecasts/min
[2025-12-04T20:57:31.259427] [DEBUG] [MAG       ] TBRG: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:31.269650] [DEBUG] [REMOTE    ] SPXX: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:31.270615] [DEBUG] [LOCAL     ] Loaded configuration for SPXX: 3 features, N/A% accuracy
[2025-12-04T20:57:31.270670] [INFO ] [LOCAL     ] SPXX: Loaded 3 optimal features with 53.30% confidence from JSON config
[2025-12-04T20:57:31.270701] [DEBUG] [MAG       ] Building data for symbol: SPXX with lookback: 0
[2025-12-04T20:57:31.274366] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:57:31.274423] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:31.279129] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:57:31.281527] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:57:31.283126] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:31.336982] [INFO ] [LOCAL     ] TBRG: Saved forecast.
[2025-12-04T20:57:31.337052] [INFO ] [main      ] TBRG: Signal=1 (Conf=80.0%), Magnitude=9.00% (Conf=54.8328%)
[2025-12-04T20:57:31.337411] [INFO ] [main      ] Progress: 483/970 forecasts completed (49.8%). TBRG finished in 0.6s. ETA: 1m 22s. Rate: 354.95 forecasts/min
[2025-12-04T20:57:31.337526] [INFO ] [main      ] Fetching symbol history for KTOS...
[2025-12-04T20:57:31.337582] [DEBUG] [REMOTE    ] KTOS: Fetching historical data.
[2025-12-04T20:57:31.349429] [DEBUG] [REMOTE    ] KTOS: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:31.350415] [DEBUG] [LOCAL     ] Loaded configuration for KTOS: 1 features, N/A% accuracy
[2025-12-04T20:57:31.350464] [INFO ] [LOCAL     ] KTOS: Loaded 1 optimal features with 45.32% confidence from JSON config
[2025-12-04T20:57:31.350494] [DEBUG] [MAG       ] Building data for symbol: KTOS with lookback: 0
[2025-12-04T20:57:31.351286] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-04T20:57:31.351690] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:57:31.352400] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:31.373544] [INFO ] [LOCAL     ] VRSK: Saved forecast.
[2025-12-04T20:57:31.373658] [INFO ] [main      ] VRSK: Signal=1 (Conf=80.0%), Magnitude=0.94% (Conf=50.2133%)
[2025-12-04T20:57:31.373867] [INFO ] [main      ] Fetching symbol history for PACK...
[2025-12-04T20:57:31.373912] [DEBUG] [REMOTE    ] PACK: Fetching historical data.
[2025-12-04T20:57:31.375260] [INFO ] [main      ] Progress: 484/970 forecasts completed (49.9%). VRSK finished in 0.7s. ETA: 1m 22s. Rate: 355.52 forecasts/min
[2025-12-04T20:57:31.386994] [DEBUG] [REMOTE    ] PACK: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:31.388212] [DEBUG] [LOCAL     ] Loaded configuration for PACK: 4 features, N/A% accuracy
[2025-12-04T20:57:31.388283] [INFO ] [LOCAL     ] PACK: Loaded 4 optimal features with 51.73% confidence from JSON config
[2025-12-04T20:57:31.388313] [DEBUG] [MAG       ] Building data for symbol: PACK with lookback: 0
[2025-12-04T20:57:31.389181] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:57:31.389239] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:31.391021] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:31.391561] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:31.391958] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-04T20:57:31.393317] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:31.605721] [DEBUG] [MAG       ] CBZ: Last date is validated at 2025-12-04
[2025-12-04T20:57:31.629742] [DEBUG] [MAG       ] SPXX: Last date is validated at 2025-12-04
[2025-12-04T20:57:31.689739] [DEBUG] [MAG       ] KTOS: Last date is validated at 2025-12-04
[2025-12-04T20:57:31.744970] [DEBUG] [MAG       ] PACK: Last date is validated at 2025-12-04
[2025-12-04T20:57:31.797940] [DEBUG] [MAG       ] CBZ: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:31.806281] [DEBUG] [MAG       ] SPXX: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:31.857322] [DEBUG] [MAG       ] KTOS: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:31.867358] [INFO ] [LOCAL     ] SPXX: Saved forecast.
[2025-12-04T20:57:31.867426] [INFO ] [main      ] SPXX: Signal=1 (Conf=80.0%), Magnitude=-0.24% (Conf=53.3007%)
[2025-12-04T20:57:31.867770] [INFO ] [main      ] Fetching symbol history for TBPH...
[2025-12-04T20:57:31.867820] [DEBUG] [REMOTE    ] TBPH: Fetching historical data.
[2025-12-04T20:57:31.868656] [INFO ] [main      ] Progress: 485/970 forecasts completed (50.0%). SPXX finished in 0.6s. ETA: 1m 22s. Rate: 354.12 forecasts/min
[2025-12-04T20:57:31.879210] [DEBUG] [REMOTE    ] TBPH: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:31.880129] [DEBUG] [LOCAL     ] Loaded configuration for TBPH: 5 features, N/A% accuracy
[2025-12-04T20:57:31.880179] [INFO ] [LOCAL     ] TBPH: Loaded 5 optimal features with 43.35% confidence from JSON config
[2025-12-04T20:57:31.880209] [DEBUG] [MAG       ] Building data for symbol: TBPH with lookback: 0
[2025-12-04T20:57:31.881021] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:57:31.881080] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:31.885828] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:31.887558] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:31.888051] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:31.888452] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:57:31.889172] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:31.914943] [INFO ] [LOCAL     ] CBZ: Saved forecast.
[2025-12-04T20:57:31.915036] [INFO ] [main      ] CBZ: Signal=1 (Conf=80.0%), Magnitude=3.24% (Conf=60.2163%)
[2025-12-04T20:57:31.915546] [INFO ] [main      ] Fetching symbol history for GRAL...
[2025-12-04T20:57:31.915617] [DEBUG] [REMOTE    ] GRAL: Fetching historical data.
[2025-12-04T20:57:31.915631] [INFO ] [main      ] Progress: 486/970 forecasts completed (50.1%). CBZ finished in 0.7s. ETA: 1m 22s. Rate: 354.64 forecasts/min
[2025-12-04T20:57:31.917050] [DEBUG] [MAG       ] PACK: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:31.929563] [DEBUG] [REMOTE    ] GRAL: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:31.931107] [DEBUG] [LOCAL     ] Loaded configuration for GRAL: 7 features, N/A% accuracy
[2025-12-04T20:57:31.931161] [INFO ] [LOCAL     ] GRAL: Loaded 7 optimal features with 51.58% confidence from JSON config
[2025-12-04T20:57:31.931193] [DEBUG] [MAG       ] Building data for symbol: GRAL with lookback: 0
[2025-12-04T20:57:31.932123] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-04T20:57:31.932185] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:31.937148] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:31.939034] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:31.939531] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:31.939948] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:57:31.940849] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-04T20:57:31.941867] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:57:31.942859] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:31.964210] [INFO ] [LOCAL     ] KTOS: Saved forecast.
[2025-12-04T20:57:31.964280] [INFO ] [main      ] KTOS: Signal=1 (Conf=80.0%), Magnitude=3.88% (Conf=45.321%)
[2025-12-04T20:57:31.964445] [INFO ] [main      ] Fetching symbol history for TVTX...
[2025-12-04T20:57:31.964487] [DEBUG] [REMOTE    ] TVTX: Fetching historical data.
[2025-12-04T20:57:31.965167] [INFO ] [main      ] Progress: 487/970 forecasts completed (50.2%). KTOS finished in 0.6s. ETA: 1m 22s. Rate: 355.16 forecasts/min
[2025-12-04T20:57:31.976235] [DEBUG] [REMOTE    ] TVTX: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:31.977232] [DEBUG] [LOCAL     ] Loaded configuration for TVTX: 7 features, N/A% accuracy
[2025-12-04T20:57:31.977282] [INFO ] [LOCAL     ] TVTX: Loaded 7 optimal features with 50.42% confidence from JSON config
[2025-12-04T20:57:31.977312] [DEBUG] [MAG       ] Building data for symbol: TVTX with lookback: 0
[2025-12-04T20:57:31.978106] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-04T20:57:31.978165] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:31.982053] [INFO ] [LOCAL     ] PACK: Saved forecast.
[2025-12-04T20:57:31.982139] [INFO ] [main      ] PACK: Signal=1 (Conf=80.0%), Magnitude=-2.05% (Conf=51.7257%)
[2025-12-04T20:57:31.982627] [INFO ] [main      ] Fetching symbol history for SRBK...
[2025-12-04T20:57:31.982678] [DEBUG] [REMOTE    ] SRBK: Fetching historical data.
[2025-12-04T20:57:31.982925] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:57:31.983736] [INFO ] [main      ] Progress: 488/970 forecasts completed (50.3%). PACK finished in 0.6s. ETA: 1m 21s. Rate: 355.81 forecasts/min
[2025-12-04T20:57:31.985918] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-04T20:57:31.986870] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-04T20:57:31.987622] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-04T20:57:31.988632] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-04T20:57:31.989781] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:57:31.991488] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:31.995927] [DEBUG] [REMOTE    ] SRBK: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:31.996867] [DEBUG] [LOCAL     ] Loaded configuration for SRBK: 6 features, N/A% accuracy
[2025-12-04T20:57:31.996918] [INFO ] [LOCAL     ] SRBK: Loaded 6 optimal features with 54.30% confidence from JSON config
[2025-12-04T20:57:31.996950] [DEBUG] [MAG       ] Building data for symbol: SRBK with lookback: 0
[2025-12-04T20:57:31.997869] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:57:31.997934] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:32.002837] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:32.005143] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:32.005668] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:32.006045] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-04T20:57:32.006639] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-04T20:57:32.009468] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:32.226137] [DEBUG] [MAG       ] TBPH: Last date is validated at 2025-12-04
[2025-12-04T20:57:32.283210] [DEBUG] [MAG       ] GRAL: Last date is validated at 2025-12-04
[2025-12-04T20:57:32.325092] [DEBUG] [MAG       ] TVTX: Last date is validated at 2025-12-04
[2025-12-04T20:57:32.346919] [DEBUG] [MAG       ] SRBK: Last date is validated at 2025-12-04
[2025-12-04T20:57:32.391020] [DEBUG] [MAG       ] TBPH: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:32.453555] [DEBUG] [MAG       ] GRAL: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:32.462607] [INFO ] [LOCAL     ] TBPH: Saved forecast.
[2025-12-04T20:57:32.462678] [INFO ] [main      ] TBPH: Signal=1 (Conf=80.0%), Magnitude=-1.15% (Conf=43.3489%)
[2025-12-04T20:57:32.463036] [INFO ] [main      ] Fetching symbol history for TECH...
[2025-12-04T20:57:32.463085] [DEBUG] [REMOTE    ] TECH: Fetching historical data.
[2025-12-04T20:57:32.463704] [INFO ] [main      ] Progress: 489/970 forecasts completed (50.4%). TBPH finished in 0.6s. ETA: 1m 21s. Rate: 354.47 forecasts/min
[2025-12-04T20:57:32.475663] [DEBUG] [REMOTE    ] TECH: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:32.476672] [DEBUG] [LOCAL     ] Loaded configuration for TECH: 1 features, N/A% accuracy
[2025-12-04T20:57:32.476727] [INFO ] [LOCAL     ] TECH: Loaded 1 optimal features with 68.88% confidence from JSON config
[2025-12-04T20:57:32.476757] [DEBUG] [MAG       ] Building data for symbol: TECH with lookback: 0
[2025-12-04T20:57:32.477534] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-04T20:57:32.477609] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-04T20:57:32.478362] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:32.491683] [DEBUG] [MAG       ] TVTX: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:32.519170] [DEBUG] [MAG       ] SRBK: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:32.585210] [INFO ] [LOCAL     ] SRBK: Saved forecast.
[2025-12-04T20:57:32.585292] [INFO ] [main      ] SRBK: Signal=1 (Conf=80.0%), Magnitude=-0.07% (Conf=54.2967%)
[2025-12-04T20:57:32.585647] [INFO ] [main      ] Fetching symbol history for FMHI...
[2025-12-04T20:57:32.585697] [DEBUG] [REMOTE    ] FMHI: Fetching historical data.
[2025-12-04T20:57:32.586586] [INFO ] [main      ] Progress: 490/970 forecasts completed (50.5%). SRBK finished in 0.6s. ETA: 1m 21s. Rate: 354.67 forecasts/min
[2025-12-04T20:57:32.591489] [INFO ] [LOCAL     ] GRAL: Saved forecast.
[2025-12-04T20:57:32.591555] [INFO ] [main      ] GRAL: Signal=1 (Conf=80.0%), Magnitude=2.93% (Conf=51.5779%)
[2025-12-04T20:57:32.591825] [INFO ] [main      ] Progress: 491/970 forecasts completed (50.6%). GRAL finished in 0.7s. ETA: 1m 21s. Rate: 355.37 forecasts/min
[2025-12-04T20:57:32.591936] [INFO ] [main      ] Fetching symbol history for WDFC...
[2025-12-04T20:57:32.591982] [DEBUG] [REMOTE    ] WDFC: Fetching historical data.
[2025-12-04T20:57:32.600164] [DEBUG] [REMOTE    ] FMHI: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:32.601504] [DEBUG] [LOCAL     ] Loaded configuration for FMHI: 1 features, N/A% accuracy
[2025-12-04T20:57:32.601559] [INFO ] [LOCAL     ] FMHI: Loaded 1 optimal features with 52.06% confidence from JSON config
[2025-12-04T20:57:32.601626] [DEBUG] [MAG       ] Building data for symbol: FMHI with lookback: 0
[2025-12-04T20:57:32.602590] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-04T20:57:32.602651] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-04T20:57:32.604181] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:32.604480] [DEBUG] [REMOTE    ] WDFC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:32.605409] [DEBUG] [LOCAL     ] Loaded configuration for WDFC: 5 features, N/A% accuracy
[2025-12-04T20:57:32.605466] [INFO ] [LOCAL     ] WDFC: Loaded 5 optimal features with 69.47% confidence from JSON config
[2025-12-04T20:57:32.605498] [DEBUG] [MAG       ] Building data for symbol: WDFC with lookback: 0
[2025-12-04T20:57:32.606415] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:57:32.606480] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:32.611649] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:57:32.614177] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-04T20:57:32.615167] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-04T20:57:32.616390] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-04T20:57:32.617040] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:32.676871] [INFO ] [LOCAL     ] TVTX: Saved forecast.
[2025-12-04T20:57:32.676947] [INFO ] [main      ] TVTX: Signal=1 (Conf=80.0%), Magnitude=-0.02% (Conf=50.4182%)
[2025-12-04T20:57:32.677307] [INFO ] [main      ] Fetching symbol history for QMOM...
[2025-12-04T20:57:32.677357] [DEBUG] [REMOTE    ] QMOM: Fetching historical data.
[2025-12-04T20:57:32.679051] [INFO ] [main      ] Progress: 492/970 forecasts completed (50.7%). TVTX finished in 0.7s. ETA: 1m 21s. Rate: 355.72 forecasts/min
[2025-12-04T20:57:32.690016] [DEBUG] [REMOTE    ] QMOM: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:32.691196] [DEBUG] [LOCAL     ] Loaded configuration for QMOM: 2 features, N/A% accuracy
[2025-12-04T20:57:32.691246] [INFO ] [LOCAL     ] QMOM: Loaded 2 optimal features with 61.02% confidence from JSON config
[2025-12-04T20:57:32.691277] [DEBUG] [MAG       ] Building data for symbol: QMOM with lookback: 0
[2025-12-04T20:57:32.692112] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:57:32.692169] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-04T20:57:32.693112] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-04T20:57:32.694831] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:32.813349] [DEBUG] [MAG       ] TECH: Last date is validated at 2025-12-04
[2025-12-04T20:57:32.949446] [DEBUG] [MAG       ] FMHI: Last date is validated at 2025-12-04
[2025-12-04T20:57:32.958733] [DEBUG] [MAG       ] WDFC: Last date is validated at 2025-12-04
[2025-12-04T20:57:32.983385] [DEBUG] [MAG       ] TECH: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:33.034259] [DEBUG] [MAG       ] QMOM: Last date is validated at 2025-12-04
[2025-12-04T20:57:33.086371] [INFO ] [LOCAL     ] TECH: Saved forecast.
[2025-12-04T20:57:33.086444] [INFO ] [main      ] TECH: Signal=1 (Conf=80.0%), Magnitude=-3.70% (Conf=68.8765%)
[2025-12-04T20:57:33.086808] [INFO ] [main      ] Fetching symbol history for GGLL...
[2025-12-04T20:57:33.086857] [DEBUG] [REMOTE    ] GGLL: Fetching historical data.
[2025-12-04T20:57:33.088035] [INFO ] [main      ] Progress: 493/970 forecasts completed (50.8%). TECH finished in 0.6s. ETA: 1m 21s. Rate: 354.69 forecasts/min
[2025-12-04T20:57:33.098087] [DEBUG] [REMOTE    ] GGLL: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:33.099211] [DEBUG] [LOCAL     ] Loaded configuration for GGLL: 8 features, N/A% accuracy
[2025-12-04T20:57:33.099261] [INFO ] [LOCAL     ] GGLL: Loaded 8 optimal features with 49.85% confidence from JSON config
[2025-12-04T20:57:33.099291] [DEBUG] [MAG       ] Building data for symbol: GGLL with lookback: 0
[2025-12-04T20:57:33.100100] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-04T20:57:33.100160] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:33.101826] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:33.102328] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:57:33.102777] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:33.103155] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:57:33.103913] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:57:33.105471] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:57:33.123125] [DEBUG] [MAG       ] FMHI: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:33.123489] [DEBUG] [MAG       ] WDFC: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:33.146540] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-04T20:57:33.183590] [INFO ] [LOCAL     ] FMHI: Saved forecast.
[2025-12-04T20:57:33.183700] [INFO ] [main      ] FMHI: Signal=1 (Conf=80.0%), Magnitude=0.08% (Conf=52.0553%)
[2025-12-04T20:57:33.183902] [INFO ] [main      ] Fetching symbol history for CRVS...
[2025-12-04T20:57:33.183950] [DEBUG] [REMOTE    ] CRVS: Fetching historical data.
[2025-12-04T20:57:33.185359] [INFO ] [main      ] Progress: 494/970 forecasts completed (50.9%). FMHI finished in 0.6s. ETA: 1m 20s. Rate: 355.00 forecasts/min
[2025-12-04T20:57:33.196796] [DEBUG] [REMOTE    ] CRVS: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:33.198338] [DEBUG] [LOCAL     ] Loaded configuration for CRVS: 5 features, N/A% accuracy
[2025-12-04T20:57:33.198400] [INFO ] [LOCAL     ] CRVS: Loaded 5 optimal features with 60.39% confidence from JSON config
[2025-12-04T20:57:33.198432] [DEBUG] [MAG       ] Building data for symbol: CRVS with lookback: 0
[2025-12-04T20:57:33.199337] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:57:33.199413] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:33.199470] [DEBUG] [MAG       ] QMOM: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:33.201294] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:33.201873] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:33.202262] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:57:33.204668] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-04T20:57:33.206742] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:33.222816] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:33.238096] [INFO ] [LOCAL     ] WDFC: Saved forecast.
[2025-12-04T20:57:33.238160] [INFO ] [main      ] WDFC: Signal=1 (Conf=80.0%), Magnitude=-0.07% (Conf=69.4699%)
[2025-12-04T20:57:33.238529] [INFO ] [main      ] Progress: 495/970 forecasts completed (51.0%). WDFC finished in 0.6s. ETA: 1m 20s. Rate: 355.49 forecasts/min
[2025-12-04T20:57:33.238674] [INFO ] [main      ] Fetching symbol history for BSSX...
[2025-12-04T20:57:33.238718] [DEBUG] [REMOTE    ] BSSX: Fetching historical data.
[2025-12-04T20:57:33.249465] [DEBUG] [REMOTE    ] BSSX: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:33.250616] [DEBUG] [LOCAL     ] Loaded configuration for BSSX: 7 features, N/A% accuracy
[2025-12-04T20:57:33.250668] [INFO ] [LOCAL     ] BSSX: Loaded 7 optimal features with 56.67% confidence from JSON config
[2025-12-04T20:57:33.250698] [DEBUG] [MAG       ] Building data for symbol: BSSX with lookback: 0
[2025-12-04T20:57:33.251483] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-04T20:57:33.251892] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:33.256609] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:33.258356] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:57:33.258908] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-04T20:57:33.259924] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-04T20:57:33.264002] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:57:33.265053] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-04T20:57:33.270691] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:33.281891] [INFO ] [LOCAL     ] QMOM: Saved forecast.
[2025-12-04T20:57:33.281958] [INFO ] [main      ] QMOM: Signal=1 (Conf=80.0%), Magnitude=0.31% (Conf=61.0167%)
[2025-12-04T20:57:33.282423] [INFO ] [main      ] Fetching symbol history for IQQQ...
[2025-12-04T20:57:33.282474] [DEBUG] [REMOTE    ] IQQQ: Fetching historical data.
[2025-12-04T20:57:33.282654] [INFO ] [main      ] Progress: 496/970 forecasts completed (51.1%). QMOM finished in 0.6s. ETA: 1m 20s. Rate: 356.02 forecasts/min
[2025-12-04T20:57:33.295051] [DEBUG] [REMOTE    ] IQQQ: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:33.296438] [DEBUG] [LOCAL     ] Loaded configuration for IQQQ: 1 features, N/A% accuracy
[2025-12-04T20:57:33.296506] [INFO ] [LOCAL     ] IQQQ: Loaded 1 optimal features with 46.17% confidence from JSON config
[2025-12-04T20:57:33.296549] [DEBUG] [MAG       ] Building data for symbol: IQQQ with lookback: 0
[2025-12-04T20:57:33.297595] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-04T20:57:33.297669] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:33.304130] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:33.552339] [DEBUG] [MAG       ] CRVS: Last date is validated at 2025-12-04
[2025-12-04T20:57:33.559042] [DEBUG] [MAG       ] GGLL: Last date is validated at 2025-12-04
[2025-12-04T20:57:33.603814] [DEBUG] [MAG       ] BSSX: Last date is validated at 2025-12-04
[2025-12-04T20:57:33.644470] [DEBUG] [MAG       ] IQQQ: Last date is validated at 2025-12-04
[2025-12-04T20:57:33.724763] [DEBUG] [MAG       ] CRVS: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:33.727697] [DEBUG] [MAG       ] GGLL: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:33.770281] [DEBUG] [MAG       ] BSSX: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:33.802116] [INFO ] [LOCAL     ] CRVS: Saved forecast.
[2025-12-04T20:57:33.802207] [INFO ] [main      ] CRVS: Signal=1 (Conf=80.0%), Magnitude=-5.27% (Conf=60.3866%)
[2025-12-04T20:57:33.802734] [INFO ] [main      ] Fetching symbol history for RVMD...
[2025-12-04T20:57:33.802789] [DEBUG] [REMOTE    ] RVMD: Fetching historical data.
[2025-12-04T20:57:33.802774] [INFO ] [main      ] Progress: 497/970 forecasts completed (51.2%). CRVS finished in 0.6s. ETA: 1m 20s. Rate: 354.53 forecasts/min
[2025-12-04T20:57:33.810547] [DEBUG] [MAG       ] IQQQ: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:33.815733] [DEBUG] [REMOTE    ] RVMD: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:33.817128] [DEBUG] [LOCAL     ] Loaded configuration for RVMD: 8 features, N/A% accuracy
[2025-12-04T20:57:33.817187] [INFO ] [LOCAL     ] RVMD: Loaded 8 optimal features with 57.31% confidence from JSON config
[2025-12-04T20:57:33.817221] [DEBUG] [MAG       ] Building data for symbol: RVMD with lookback: 0
[2025-12-04T20:57:33.818125] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-04T20:57:33.818189] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:33.823293] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:33.825177] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:33.825688] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:57:33.826117] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:33.826520] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:57:33.829114] [INFO ] [LOCAL     ] BSSX: Saved forecast.
[2025-12-04T20:57:33.829185] [INFO ] [main      ] BSSX: Signal=1 (Conf=80.0%), Magnitude=0.02% (Conf=56.668%)
[2025-12-04T20:57:33.829617] [INFO ] [main      ] Fetching symbol history for BABX...
[2025-12-04T20:57:33.829667] [DEBUG] [REMOTE    ] BABX: Fetching historical data.
[2025-12-04T20:57:33.830448] [INFO ] [main      ] Progress: 498/970 forecasts completed (51.3%). BSSX finished in 0.6s. ETA: 1m 20s. Rate: 355.13 forecasts/min
[2025-12-04T20:57:33.841496] [DEBUG] [REMOTE    ] BABX: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:33.842370] [DEBUG] [LOCAL     ] Loaded configuration for BABX: 4 features, N/A% accuracy
[2025-12-04T20:57:33.842425] [INFO ] [LOCAL     ] BABX: Loaded 4 optimal features with 47.19% confidence from JSON config
[2025-12-04T20:57:33.842455] [DEBUG] [MAG       ] Building data for symbol: BABX with lookback: 0
[2025-12-04T20:57:33.843266] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:57:33.843323] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:33.847247] [INFO ] [LOCAL     ] GGLL: Saved forecast.
[2025-12-04T20:57:33.847320] [INFO ] [main      ] GGLL: Signal=1 (Conf=80.0%), Magnitude=3.84% (Conf=49.8511%)
[2025-12-04T20:57:33.847690] [INFO ] [main      ] Progress: 499/970 forecasts completed (51.4%). GGLL finished in 0.8s. ETA: 1m 19s. Rate: 355.77 forecasts/min
[2025-12-04T20:57:33.847809] [INFO ] [main      ] Fetching symbol history for YALA...
[2025-12-04T20:57:33.847850] [DEBUG] [REMOTE    ] YALA: Fetching historical data.
[2025-12-04T20:57:33.848139] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:33.850990] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:33.851487] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:33.851881] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:33.859638] [DEBUG] [REMOTE    ] YALA: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:33.860659] [DEBUG] [LOCAL     ] Loaded configuration for YALA: 8 features, N/A% accuracy
[2025-12-04T20:57:33.860712] [INFO ] [LOCAL     ] YALA: Loaded 8 optimal features with 59.88% confidence from JSON config
[2025-12-04T20:57:33.860744] [DEBUG] [MAG       ] Building data for symbol: YALA with lookback: 0
[2025-12-04T20:57:33.861617] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-04T20:57:33.861692] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:57:33.863293] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-04T20:57:33.865353] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:57:33.866401] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:33.866859] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-04T20:57:33.868080] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-04T20:57:33.868183] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:57:33.868726] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:57:33.870379] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:57:33.871412] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:57:33.872085] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:33.883148] [INFO ] [LOCAL     ] IQQQ: Saved forecast.
[2025-12-04T20:57:33.883226] [INFO ] [main      ] IQQQ: Signal=1 (Conf=80.0%), Magnitude=0.11% (Conf=46.1705%)
[2025-12-04T20:57:33.883628] [INFO ] [main      ] Fetching symbol history for NOA...
[2025-12-04T20:57:33.883680] [DEBUG] [REMOTE    ] NOA: Fetching historical data.
[2025-12-04T20:57:33.884680] [INFO ] [main      ] Progress: 500/970 forecasts completed (51.5%). IQQQ finished in 0.6s. ETA: 1m 19s. Rate: 356.33 forecasts/min
[2025-12-04T20:57:33.895702] [DEBUG] [REMOTE    ] NOA: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:33.896740] [DEBUG] [LOCAL     ] Loaded configuration for NOA: 5 features, N/A% accuracy
[2025-12-04T20:57:33.896792] [INFO ] [LOCAL     ] NOA: Loaded 5 optimal features with 56.64% confidence from JSON config
[2025-12-04T20:57:33.896823] [DEBUG] [MAG       ] Building data for symbol: NOA with lookback: 0
[2025-12-04T20:57:33.897676] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:57:33.898093] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:33.903078] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:33.904864] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:57:33.905349] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:33.905821] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:57:33.906560] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:33.946475] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:34.186322] [DEBUG] [MAG       ] BABX: Last date is validated at 2025-12-04
[2025-12-04T20:57:34.218746] [DEBUG] [MAG       ] YALA: Last date is validated at 2025-12-04
[2025-12-04T20:57:34.237809] [DEBUG] [MAG       ] NOA: Last date is validated at 2025-12-04
[2025-12-04T20:57:34.305966] [DEBUG] [MAG       ] RVMD: Last date is validated at 2025-12-04
[2025-12-04T20:57:34.352134] [DEBUG] [MAG       ] BABX: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:34.392815] [DEBUG] [MAG       ] YALA: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:34.402243] [DEBUG] [MAG       ] NOA: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:34.447021] [INFO ] [LOCAL     ] BABX: Saved forecast.
[2025-12-04T20:57:34.447090] [INFO ] [main      ] BABX: Signal=1 (Conf=80.0%), Magnitude=-10.20% (Conf=47.1859%)
[2025-12-04T20:57:34.447251] [INFO ] [main      ] Fetching symbol history for ASG...
[2025-12-04T20:57:34.447294] [DEBUG] [REMOTE    ] ASG: Fetching historical data.
[2025-12-04T20:57:34.447883] [INFO ] [main      ] Progress: 501/970 forecasts completed (51.6%). BABX finished in 0.6s. ETA: 1m 19s. Rate: 354.67 forecasts/min
[2025-12-04T20:57:34.459032] [DEBUG] [REMOTE    ] ASG: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:34.460148] [DEBUG] [LOCAL     ] Loaded configuration for ASG: 6 features, N/A% accuracy
[2025-12-04T20:57:34.460203] [INFO ] [LOCAL     ] ASG: Loaded 6 optimal features with 53.63% confidence from JSON config
[2025-12-04T20:57:34.460240] [DEBUG] [MAG       ] Building data for symbol: ASG with lookback: 0
[2025-12-04T20:57:34.461066] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:57:34.461126] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:57:34.462758] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-04T20:57:34.464016] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-04T20:57:34.466632] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-04T20:57:34.464885] [INFO ] [LOCAL     ] YALA: Saved forecast.
[2025-12-04T20:57:34.467046] [INFO ] [main      ] YALA: Signal=1 (Conf=80.0%), Magnitude=4.91% (Conf=59.8824%)
[2025-12-04T20:57:34.467208] [INFO ] [main      ] Fetching symbol history for ANGO...
[2025-12-04T20:57:34.467252] [DEBUG] [REMOTE    ] ANGO: Fetching historical data.
[2025-12-04T20:57:34.467868] [INFO ] [main      ] Progress: 502/970 forecasts completed (51.8%). YALA finished in 0.6s. ETA: 1m 19s. Rate: 355.29 forecasts/min
[2025-12-04T20:57:34.467880] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-04T20:57:34.468734] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-04T20:57:34.475548] [INFO ] [LOCAL     ] NOA: Saved forecast.
[2025-12-04T20:57:34.475627] [INFO ] [main      ] NOA: Signal=1 (Conf=80.0%), Magnitude=-0.61% (Conf=56.6445%)
[2025-12-04T20:57:34.475943] [INFO ] [main      ] Progress: 503/970 forecasts completed (51.9%). NOA finished in 0.6s. ETA: 1m 19s. Rate: 355.96 forecasts/min
[2025-12-04T20:57:34.476047] [INFO ] [main      ] Fetching symbol history for BCS...
[2025-12-04T20:57:34.476088] [DEBUG] [REMOTE    ] BCS: Fetching historical data.
[2025-12-04T20:57:34.478556] [DEBUG] [MAG       ] RVMD: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:34.480533] [DEBUG] [REMOTE    ] ANGO: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:34.481235] [DEBUG] [LOCAL     ] Loaded configuration for ANGO: 2 features, N/A% accuracy
[2025-12-04T20:57:34.481284] [INFO ] [LOCAL     ] ANGO: Loaded 2 optimal features with 52.57% confidence from JSON config
[2025-12-04T20:57:34.481314] [DEBUG] [MAG       ] Building data for symbol: ANGO with lookback: 0
[2025-12-04T20:57:34.482119] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:57:34.482175] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:57:34.483508] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:34.483777] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-04T20:57:34.484558] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:34.488515] [DEBUG] [REMOTE    ] BCS: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:34.489398] [DEBUG] [LOCAL     ] Loaded configuration for BCS: 3 features, N/A% accuracy
[2025-12-04T20:57:34.489448] [INFO ] [LOCAL     ] BCS: Loaded 3 optimal features with 61.09% confidence from JSON config
[2025-12-04T20:57:34.489479] [DEBUG] [MAG       ] Building data for symbol: BCS with lookback: 0
[2025-12-04T20:57:34.490275] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:57:34.490332] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:34.495357] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:57:34.496156] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:57:34.497689] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:34.589531] [INFO ] [LOCAL     ] RVMD: Saved forecast.
[2025-12-04T20:57:34.589632] [INFO ] [main      ] RVMD: Signal=1 (Conf=80.0%), Magnitude=1.18% (Conf=57.3111%)
[2025-12-04T20:57:34.590005] [INFO ] [main      ] Fetching symbol history for AGRO...
[2025-12-04T20:57:34.590055] [DEBUG] [REMOTE    ] AGRO: Fetching historical data.
[2025-12-04T20:57:34.591659] [INFO ] [main      ] Progress: 504/970 forecasts completed (52.0%). RVMD finished in 0.8s. ETA: 1m 18s. Rate: 356.19 forecasts/min
[2025-12-04T20:57:34.602109] [DEBUG] [REMOTE    ] AGRO: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:34.603784] [DEBUG] [LOCAL     ] Loaded configuration for AGRO: 8 features, N/A% accuracy
[2025-12-04T20:57:34.603912] [INFO ] [LOCAL     ] AGRO: Loaded 8 optimal features with 56.63% confidence from JSON config
[2025-12-04T20:57:34.603953] [DEBUG] [MAG       ] Building data for symbol: AGRO with lookback: 0
[2025-12-04T20:57:34.605453] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-04T20:57:34.605521] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:34.612597] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:57:34.613432] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:57:34.724141] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-04T20:57:34.725553] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:34.728331] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:57:34.729060] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:57:34.730782] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-04T20:57:34.733523] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:34.817528] [DEBUG] [MAG       ] ASG: Last date is validated at 2025-12-04
[2025-12-04T20:57:34.821410] [DEBUG] [MAG       ] ANGO: Last date is validated at 2025-12-04
[2025-12-04T20:57:34.830933] [DEBUG] [MAG       ] BCS: Last date is validated at 2025-12-04
[2025-12-04T20:57:34.983511] [DEBUG] [MAG       ] ASG: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:34.985569] [DEBUG] [MAG       ] ANGO: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:35.002877] [DEBUG] [MAG       ] BCS: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:35.045883] [INFO ] [LOCAL     ] ASG: Saved forecast.
[2025-12-04T20:57:35.045950] [INFO ] [main      ] ASG: Signal=1 (Conf=80.0%), Magnitude=0.59% (Conf=53.6349%)
[2025-12-04T20:57:35.046304] [INFO ] [main      ] Fetching symbol history for IMNM...
[2025-12-04T20:57:35.046354] [DEBUG] [REMOTE    ] IMNM: Fetching historical data.
[2025-12-04T20:57:35.047194] [INFO ] [main      ] Progress: 505/970 forecasts completed (52.1%). ASG finished in 0.6s. ETA: 1m 19s. Rate: 354.99 forecasts/min
[2025-12-04T20:57:35.055297] [INFO ] [LOCAL     ] ANGO: Saved forecast.
[2025-12-04T20:57:35.055355] [INFO ] [main      ] ANGO: Signal=1 (Conf=80.0%), Magnitude=-0.31% (Conf=52.5694%)
[2025-12-04T20:57:35.055680] [INFO ] [main      ] Fetching symbol history for AMZN...
[2025-12-04T20:57:35.055729] [DEBUG] [REMOTE    ] AMZN: Fetching historical data.
[2025-12-04T20:57:35.055682] [INFO ] [main      ] Progress: 506/970 forecasts completed (52.2%). ANGO finished in 0.6s. ETA: 1m 18s. Rate: 355.66 forecasts/min
[2025-12-04T20:57:35.058650] [DEBUG] [REMOTE    ] IMNM: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:35.059613] [DEBUG] [LOCAL     ] Loaded configuration for IMNM: 5 features, N/A% accuracy
[2025-12-04T20:57:35.059665] [INFO ] [LOCAL     ] IMNM: Loaded 5 optimal features with 58.37% confidence from JSON config
[2025-12-04T20:57:35.059697] [DEBUG] [MAG       ] Building data for symbol: IMNM with lookback: 0
[2025-12-04T20:57:35.060468] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:57:35.060527] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:35.065237] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:57:35.066947] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:57:35.066995] [DEBUG] [REMOTE    ] AMZN: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:35.067710] [DEBUG] [LOCAL     ] Loaded configuration for AMZN: 2 features, N/A% accuracy
[2025-12-04T20:57:35.067764] [INFO ] [LOCAL     ] AMZN: Loaded 2 optimal features with 59.11% confidence from JSON config
[2025-12-04T20:57:35.067794] [DEBUG] [MAG       ] Building data for symbol: AMZN with lookback: 0
[2025-12-04T20:57:35.068633] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:57:35.068688] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-04T20:57:35.069338] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-04T20:57:35.071255] [INFO ] [LOCAL     ] BCS: Saved forecast.
[2025-12-04T20:57:35.071320] [INFO ] [main      ] BCS: Signal=1 (Conf=80.0%), Magnitude=-0.37% (Conf=61.0931%)
[2025-12-04T20:57:35.071448] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:35.071701] [INFO ] [main      ] Progress: 507/970 forecasts completed (52.3%). BCS finished in 0.6s. ETA: 1m 18s. Rate: 356.29 forecasts/min
[2025-12-04T20:57:35.071879] [INFO ] [main      ] Fetching symbol history for IUSG...
[2025-12-04T20:57:35.071925] [DEBUG] [REMOTE    ] IUSG: Fetching historical data.
[2025-12-04T20:57:35.081154] [DEBUG] [MAG       ] AGRO: Last date is validated at 2025-12-04
[2025-12-04T20:57:35.083520] [DEBUG] [REMOTE    ] IUSG: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:35.084497] [DEBUG] [LOCAL     ] Loaded configuration for IUSG: 2 features, N/A% accuracy
[2025-12-04T20:57:35.084549] [INFO ] [LOCAL     ] IUSG: Loaded 2 optimal features with 49.19% confidence from JSON config
[2025-12-04T20:57:35.084597] [DEBUG] [MAG       ] Building data for symbol: IUSG with lookback: 0
[2025-12-04T20:57:35.085371] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:57:35.085426] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-04T20:57:35.087343] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-04T20:57:35.088811] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:35.104791] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-04T20:57:35.105434] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:57:35.106478] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:35.254086] [DEBUG] [MAG       ] AGRO: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:35.322782] [INFO ] [LOCAL     ] AGRO: Saved forecast.
[2025-12-04T20:57:35.323467] [INFO ] [main      ] AGRO: Signal=1 (Conf=80.0%), Magnitude=-0.99% (Conf=56.6327%)
[2025-12-04T20:57:35.323705] [INFO ] [main      ] Fetching symbol history for SLVO...
[2025-12-04T20:57:35.323755] [DEBUG] [REMOTE    ] SLVO: Fetching historical data.
[2025-12-04T20:57:35.325841] [INFO ] [main      ] Progress: 508/970 forecasts completed (52.4%). AGRO finished in 0.7s. ETA: 1m 18s. Rate: 355.93 forecasts/min
[2025-12-04T20:57:35.337799] [DEBUG] [REMOTE    ] SLVO: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:35.338980] [DEBUG] [LOCAL     ] Loaded configuration for SLVO: 5 features, N/A% accuracy
[2025-12-04T20:57:35.339037] [INFO ] [LOCAL     ] SLVO: Loaded 5 optimal features with 55.15% confidence from JSON config
[2025-12-04T20:57:35.339068] [DEBUG] [MAG       ] Building data for symbol: SLVO with lookback: 0
[2025-12-04T20:57:35.339945] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:57:35.340005] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:35.344885] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:35.346719] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:57:35.347214] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-04T20:57:35.348477] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-04T20:57:35.368554] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:35.406589] [DEBUG] [MAG       ] AMZN: Last date is validated at 2025-12-04
[2025-12-04T20:57:35.425607] [DEBUG] [MAG       ] IUSG: Last date is validated at 2025-12-04
[2025-12-04T20:57:35.448181] [DEBUG] [MAG       ] IMNM: Last date is validated at 2025-12-04
[2025-12-04T20:57:35.573216] [DEBUG] [MAG       ] AMZN: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:35.594659] [DEBUG] [MAG       ] IUSG: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:35.625411] [DEBUG] [MAG       ] IMNM: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:35.705925] [INFO ] [LOCAL     ] IMNM: Saved forecast.
[2025-12-04T20:57:35.706002] [INFO ] [main      ] IMNM: Signal=1 (Conf=80.0%), Magnitude=0.10% (Conf=58.3663%)
[2025-12-04T20:57:35.706392] [INFO ] [main      ] Fetching symbol history for PNI...
[2025-12-04T20:57:35.706445] [DEBUG] [REMOTE    ] PNI: Fetching historical data.
[2025-12-04T20:57:35.706627] [INFO ] [main      ] Progress: 509/970 forecasts completed (52.5%). IMNM finished in 0.7s. ETA: 1m 18s. Rate: 355.06 forecasts/min
[2025-12-04T20:57:35.706729] [INFO ] [LOCAL     ] AMZN: Saved forecast.
[2025-12-04T20:57:35.706795] [INFO ] [main      ] AMZN: Signal=1 (Conf=80.0%), Magnitude=-1.37% (Conf=59.1064%)
[2025-12-04T20:57:35.707272] [INFO ] [main      ] Fetching symbol history for RH...
[2025-12-04T20:57:35.707323] [DEBUG] [REMOTE    ] RH: Fetching historical data.
[2025-12-04T20:57:35.707621] [INFO ] [main      ] Progress: 510/970 forecasts completed (52.6%). AMZN finished in 0.7s. ETA: 1m 18s. Rate: 355.75 forecasts/min
[2025-12-04T20:57:35.710849] [INFO ] [LOCAL     ] IUSG: Saved forecast.
[2025-12-04T20:57:35.710906] [INFO ] [main      ] IUSG: Signal=1 (Conf=80.0%), Magnitude=-1.28% (Conf=49.1932%)
[2025-12-04T20:57:35.711040] [INFO ] [main      ] Fetching symbol history for LMB...
[2025-12-04T20:57:35.711082] [DEBUG] [REMOTE    ] LMB: Fetching historical data.
[2025-12-04T20:57:35.711626] [INFO ] [main      ] Progress: 511/970 forecasts completed (52.7%). IUSG finished in 0.6s. ETA: 1m 17s. Rate: 356.43 forecasts/min
[2025-12-04T20:57:35.717261] [DEBUG] [MAG       ] SLVO: Last date is validated at 2025-12-04
[2025-12-04T20:57:35.718861] [DEBUG] [REMOTE    ] PNI: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:35.719626] [DEBUG] [REMOTE    ] RH: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:35.719932] [DEBUG] [LOCAL     ] Loaded configuration for PNI: 1 features, N/A% accuracy
[2025-12-04T20:57:35.719986] [INFO ] [LOCAL     ] PNI: Loaded 1 optimal features with 43.41% confidence from JSON config
[2025-12-04T20:57:35.720017] [DEBUG] [MAG       ] Building data for symbol: PNI with lookback: 0
[2025-12-04T20:57:35.720460] [DEBUG] [LOCAL     ] Loaded configuration for RH: 8 features, N/A% accuracy
[2025-12-04T20:57:35.720516] [INFO ] [LOCAL     ] RH: Loaded 8 optimal features with 57.78% confidence from JSON config
[2025-12-04T20:57:35.720547] [DEBUG] [MAG       ] Building data for symbol: RH with lookback: 0
[2025-12-04T20:57:35.720859] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-04T20:57:35.720917] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:35.721394] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-04T20:57:35.721456] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:35.722898] [DEBUG] [REMOTE    ] LMB: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:35.723737] [DEBUG] [LOCAL     ] Loaded configuration for LMB: 4 features, N/A% accuracy
[2025-12-04T20:57:35.723792] [INFO ] [LOCAL     ] LMB: Loaded 4 optimal features with 52.69% confidence from JSON config
[2025-12-04T20:57:35.723836] [DEBUG] [MAG       ] Building data for symbol: LMB with lookback: 0
[2025-12-04T20:57:35.724629] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:57:35.724686] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:35.725707] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:35.726251] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:35.728036] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:35.728630] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:57:35.729060] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:35.729445] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-04T20:57:35.729681] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:57:35.730407] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-04T20:57:35.730811] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:57:35.732345] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-04T20:57:35.732508] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:57:35.735062] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:35.771239] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:35.890162] [DEBUG] [MAG       ] SLVO: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:35.990793] [INFO ] [LOCAL     ] SLVO: Saved forecast.
[2025-12-04T20:57:35.990882] [INFO ] [main      ] SLVO: Signal=1 (Conf=80.0%), Magnitude=-2.41% (Conf=55.1489%)
[2025-12-04T20:57:35.991361] [INFO ] [main      ] Fetching symbol history for WLK...
[2025-12-04T20:57:35.991413] [DEBUG] [REMOTE    ] WLK: Fetching historical data.
[2025-12-04T20:57:35.991703] [INFO ] [main      ] Progress: 512/970 forecasts completed (52.8%). SLVO finished in 0.7s. ETA: 1m 17s. Rate: 355.97 forecasts/min
[2025-12-04T20:57:36.005757] [DEBUG] [REMOTE    ] WLK: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:36.007043] [DEBUG] [LOCAL     ] Loaded configuration for WLK: 6 features, N/A% accuracy
[2025-12-04T20:57:36.007103] [INFO ] [LOCAL     ] WLK: Loaded 6 optimal features with 50.47% confidence from JSON config
[2025-12-04T20:57:36.007140] [DEBUG] [MAG       ] Building data for symbol: WLK with lookback: 0
[2025-12-04T20:57:36.008023] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:57:36.008085] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:36.013174] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:36.015090] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:36.015612] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:57:36.016052] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:36.016552] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-04T20:57:36.019326] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:36.067758] [DEBUG] [MAG       ] PNI: Last date is validated at 2025-12-04
[2025-12-04T20:57:36.075226] [DEBUG] [MAG       ] RH: Last date is validated at 2025-12-04
[2025-12-04T20:57:36.118204] [DEBUG] [MAG       ] LMB: Last date is validated at 2025-12-04
[2025-12-04T20:57:36.240211] [DEBUG] [MAG       ] PNI: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:36.243959] [DEBUG] [MAG       ] RH: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:36.289645] [DEBUG] [MAG       ] LMB: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:36.293418] [INFO ] [LOCAL     ] PNI: Saved forecast.
[2025-12-04T20:57:36.293492] [INFO ] [main      ] PNI: Signal=1 (Conf=80.0%), Magnitude=0.05% (Conf=43.4107%)
[2025-12-04T20:57:36.293892] [INFO ] [main      ] Fetching symbol history for DDS...
[2025-12-04T20:57:36.293945] [DEBUG] [REMOTE    ] DDS: Fetching historical data.
[2025-12-04T20:57:36.294630] [INFO ] [main      ] Progress: 513/970 forecasts completed (52.9%). PNI finished in 0.6s. ETA: 1m 17s. Rate: 355.42 forecasts/min
[2025-12-04T20:57:36.309090] [DEBUG] [REMOTE    ] DDS: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:36.311658] [DEBUG] [LOCAL     ] Loaded configuration for DDS: 10 features, N/A% accuracy
[2025-12-04T20:57:36.311712] [INFO ] [LOCAL     ] DDS: Loaded 10 optimal features with 47.39% confidence from JSON config
[2025-12-04T20:57:36.311744] [DEBUG] [MAG       ] Building data for symbol: DDS with lookback: 0
[2025-12-04T20:57:36.312550] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-04T20:57:36.312634] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:36.317373] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:36.319424] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:36.320044] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:57:36.320535] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:36.320948] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-04T20:57:36.367812] [DEBUG] [MAG       ] WLK: Last date is validated at 2025-12-04
[2025-12-04T20:57:36.369910] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-04T20:57:36.373062] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-04T20:57:36.373852] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-04T20:57:36.376363] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:57:36.377428] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:36.409608] [INFO ] [LOCAL     ] LMB: Saved forecast.
[2025-12-04T20:57:36.409681] [INFO ] [main      ] LMB: Signal=1 (Conf=80.0%), Magnitude=7.74% (Conf=52.6948%)
[2025-12-04T20:57:36.409843] [INFO ] [main      ] Fetching symbol history for NSSC...
[2025-12-04T20:57:36.409889] [DEBUG] [REMOTE    ] NSSC: Fetching historical data.
[2025-12-04T20:57:36.410837] [INFO ] [main      ] Progress: 514/970 forecasts completed (53.0%). LMB finished in 0.7s. ETA: 1m 17s. Rate: 355.63 forecasts/min
[2025-12-04T20:57:36.422740] [DEBUG] [REMOTE    ] NSSC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:36.423884] [DEBUG] [LOCAL     ] Loaded configuration for NSSC: 6 features, N/A% accuracy
[2025-12-04T20:57:36.423938] [INFO ] [LOCAL     ] NSSC: Loaded 6 optimal features with 47.61% confidence from JSON config
[2025-12-04T20:57:36.423969] [DEBUG] [MAG       ] Building data for symbol: NSSC with lookback: 0
[2025-12-04T20:57:36.424861] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:57:36.424924] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:36.429889] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:36.431803] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:36.432287] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:36.432775] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-04T20:57:36.433732] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-04T20:57:36.434394] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:36.436970] [INFO ] [LOCAL     ] RH: Saved forecast.
[2025-12-04T20:57:36.437039] [INFO ] [main      ] RH: Signal=1 (Conf=80.0%), Magnitude=1.69% (Conf=57.7813%)
[2025-12-04T20:57:36.437412] [INFO ] [main      ] Progress: 515/970 forecasts completed (53.1%). RH finished in 0.7s. ETA: 1m 17s. Rate: 356.22 forecasts/min
[2025-12-04T20:57:36.437544] [INFO ] [main      ] Fetching symbol history for PLCE...
[2025-12-04T20:57:36.437610] [DEBUG] [REMOTE    ] PLCE: Fetching historical data.
[2025-12-04T20:57:36.449428] [DEBUG] [REMOTE    ] PLCE: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:36.450647] [DEBUG] [LOCAL     ] Loaded configuration for PLCE: 6 features, N/A% accuracy
[2025-12-04T20:57:36.450698] [INFO ] [LOCAL     ] PLCE: Loaded 6 optimal features with 58.49% confidence from JSON config
[2025-12-04T20:57:36.450728] [DEBUG] [MAG       ] Building data for symbol: PLCE with lookback: 0
[2025-12-04T20:57:36.451535] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:57:36.451611] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:36.456317] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:36.458066] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:36.458592] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:36.458968] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-04T20:57:36.460465] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-04T20:57:36.461151] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:36.536751] [DEBUG] [MAG       ] WLK: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:36.642695] [INFO ] [LOCAL     ] WLK: Saved forecast.
[2025-12-04T20:57:36.642764] [INFO ] [main      ] WLK: Signal=1 (Conf=80.0%), Magnitude=2.47% (Conf=50.4667%)
[2025-12-04T20:57:36.643263] [INFO ] [main      ] Fetching symbol history for ONON...
[2025-12-04T20:57:36.643322] [DEBUG] [REMOTE    ] ONON: Fetching historical data.
[2025-12-04T20:57:36.643666] [INFO ] [main      ] Progress: 516/970 forecasts completed (53.2%). WLK finished in 0.7s. ETA: 1m 17s. Rate: 356.06 forecasts/min
[2025-12-04T20:57:36.654496] [DEBUG] [REMOTE    ] ONON: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:36.655477] [DEBUG] [LOCAL     ] Loaded configuration for ONON: 4 features, N/A% accuracy
[2025-12-04T20:57:36.655542] [INFO ] [LOCAL     ] ONON: Loaded 4 optimal features with 48.77% confidence from JSON config
[2025-12-04T20:57:36.655602] [DEBUG] [MAG       ] Building data for symbol: ONON with lookback: 0
[2025-12-04T20:57:36.656390] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:57:36.656448] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:36.661194] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:57:36.662155] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-04T20:57:36.663695] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-04T20:57:36.665785] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:36.718607] [DEBUG] [MAG       ] DDS: Last date is validated at 2025-12-04
[2025-12-04T20:57:36.769086] [DEBUG] [MAG       ] NSSC: Last date is validated at 2025-12-04
[2025-12-04T20:57:36.815788] [DEBUG] [MAG       ] PLCE: Last date is validated at 2025-12-04
[2025-12-04T20:57:36.892732] [DEBUG] [MAG       ] DDS: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:36.937076] [DEBUG] [MAG       ] NSSC: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:36.994763] [DEBUG] [MAG       ] PLCE: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:36.999223] [DEBUG] [MAG       ] ONON: Last date is validated at 2025-12-04
[2025-12-04T20:57:37.043254] [INFO ] [LOCAL     ] NSSC: Saved forecast.
[2025-12-04T20:57:37.043325] [INFO ] [main      ] NSSC: Signal=1 (Conf=80.0%), Magnitude=0.93% (Conf=47.6131%)
[2025-12-04T20:57:37.043716] [INFO ] [main      ] Fetching symbol history for MDXG...
[2025-12-04T20:57:37.043766] [DEBUG] [REMOTE    ] MDXG: Fetching historical data.
[2025-12-04T20:57:37.043808] [INFO ] [main      ] Progress: 517/970 forecasts completed (53.3%). NSSC finished in 0.6s. ETA: 1m 17s. Rate: 355.12 forecasts/min
[2025-12-04T20:57:37.055886] [DEBUG] [REMOTE    ] MDXG: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:37.056793] [DEBUG] [LOCAL     ] Loaded configuration for MDXG: 5 features, N/A% accuracy
[2025-12-04T20:57:37.056847] [INFO ] [LOCAL     ] MDXG: Loaded 5 optimal features with 56.72% confidence from JSON config
[2025-12-04T20:57:37.056877] [DEBUG] [MAG       ] Building data for symbol: MDXG with lookback: 0
[2025-12-04T20:57:37.057746] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:57:37.057807] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:37.059603] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:57:37.060124] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:57:37.062614] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:57:37.064261] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-04T20:57:37.064873] [INFO ] [LOCAL     ] DDS: Saved forecast.
[2025-12-04T20:57:37.064941] [INFO ] [main      ] DDS: Signal=1 (Conf=80.0%), Magnitude=-4.67% (Conf=47.386%)
[2025-12-04T20:57:37.065102] [INFO ] [main      ] Fetching symbol history for CRVO...
[2025-12-04T20:57:37.065146] [DEBUG] [REMOTE    ] CRVO: Fetching historical data.
[2025-12-04T20:57:37.065870] [INFO ] [main      ] Progress: 518/970 forecasts completed (53.4%). DDS finished in 0.8s. ETA: 1m 16s. Rate: 355.71 forecasts/min
[2025-12-04T20:57:37.067025] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:37.072798] [INFO ] [LOCAL     ] PLCE: Saved forecast.
[2025-12-04T20:57:37.072867] [INFO ] [main      ] PLCE: Signal=1 (Conf=80.0%), Magnitude=-4.63% (Conf=58.4873%)
[2025-12-04T20:57:37.073222] [INFO ] [main      ] Progress: 519/970 forecasts completed (53.5%). PLCE finished in 0.6s. ETA: 1m 16s. Rate: 356.37 forecasts/min
[2025-12-04T20:57:37.073348] [INFO ] [main      ] Fetching symbol history for SLG...
[2025-12-04T20:57:37.073390] [DEBUG] [REMOTE    ] SLG: Fetching historical data.
[2025-12-04T20:57:37.076863] [DEBUG] [REMOTE    ] CRVO: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:37.077644] [DEBUG] [LOCAL     ] Loaded configuration for CRVO: 4 features, N/A% accuracy
[2025-12-04T20:57:37.077695] [INFO ] [LOCAL     ] CRVO: Loaded 4 optimal features with 67.30% confidence from JSON config
[2025-12-04T20:57:37.077726] [DEBUG] [MAG       ] Building data for symbol: CRVO with lookback: 0
[2025-12-04T20:57:37.078516] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:57:37.078592] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:37.080258] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:57:37.080786] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:57:37.081539] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-04T20:57:37.084129] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:37.084940] [DEBUG] [REMOTE    ] SLG: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:37.085917] [DEBUG] [LOCAL     ] Loaded configuration for SLG: 2 features, N/A% accuracy
[2025-12-04T20:57:37.085970] [INFO ] [LOCAL     ] SLG: Loaded 2 optimal features with 39.56% confidence from JSON config
[2025-12-04T20:57:37.086001] [DEBUG] [MAG       ] Building data for symbol: SLG with lookback: 0
[2025-12-04T20:57:37.086808] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:57:37.086869] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:37.091717] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-04T20:57:37.106591] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:37.163206] [DEBUG] [MAG       ] ONON: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:37.258847] [INFO ] [LOCAL     ] ONON: Saved forecast.
[2025-12-04T20:57:37.258915] [INFO ] [main      ] ONON: Signal=1 (Conf=80.0%), Magnitude=3.05% (Conf=48.7701%)
[2025-12-04T20:57:37.259273] [INFO ] [main      ] Fetching symbol history for HGTY...
[2025-12-04T20:57:37.259332] [DEBUG] [REMOTE    ] HGTY: Fetching historical data.
[2025-12-04T20:57:37.259665] [INFO ] [main      ] Progress: 520/970 forecasts completed (53.6%). ONON finished in 0.6s. ETA: 1m 16s. Rate: 356.30 forecasts/min
[2025-12-04T20:57:37.271111] [DEBUG] [REMOTE    ] HGTY: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:37.272163] [DEBUG] [LOCAL     ] Loaded configuration for HGTY: 6 features, N/A% accuracy
[2025-12-04T20:57:37.272212] [INFO ] [LOCAL     ] HGTY: Loaded 6 optimal features with 59.26% confidence from JSON config
[2025-12-04T20:57:37.272243] [DEBUG] [MAG       ] Building data for symbol: HGTY with lookback: 0
[2025-12-04T20:57:37.273040] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:57:37.273097] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:37.277791] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:37.279509] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:37.279975] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:57:37.280416] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:37.280823] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:57:37.281662] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:37.415598] [DEBUG] [MAG       ] MDXG: Last date is validated at 2025-12-04
[2025-12-04T20:57:37.425624] [DEBUG] [MAG       ] CRVO: Last date is validated at 2025-12-04
[2025-12-04T20:57:37.447524] [DEBUG] [MAG       ] SLG: Last date is validated at 2025-12-04
[2025-12-04T20:57:37.590091] [DEBUG] [MAG       ] MDXG: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:37.597469] [DEBUG] [MAG       ] CRVO: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:37.611691] [DEBUG] [MAG       ] HGTY: Last date is validated at 2025-12-04
[2025-12-04T20:57:37.620130] [DEBUG] [MAG       ] SLG: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:37.659040] [INFO ] [LOCAL     ] MDXG: Saved forecast.
[2025-12-04T20:57:37.659142] [INFO ] [main      ] MDXG: Signal=1 (Conf=80.0%), Magnitude=3.93% (Conf=56.7211%)
[2025-12-04T20:57:37.659677] [INFO ] [main      ] Fetching symbol history for INDB...
[2025-12-04T20:57:37.659735] [DEBUG] [REMOTE    ] INDB: Fetching historical data.
[2025-12-04T20:57:37.659723] [INFO ] [main      ] Progress: 521/970 forecasts completed (53.7%). MDXG finished in 0.6s. ETA: 1m 16s. Rate: 355.36 forecasts/min
[2025-12-04T20:57:37.674789] [DEBUG] [REMOTE    ] INDB: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:37.676186] [DEBUG] [LOCAL     ] Loaded configuration for INDB: 7 features, N/A% accuracy
[2025-12-04T20:57:37.676254] [INFO ] [LOCAL     ] INDB: Loaded 7 optimal features with 51.32% confidence from JSON config
[2025-12-04T20:57:37.676323] [DEBUG] [MAG       ] Building data for symbol: INDB with lookback: 0
[2025-12-04T20:57:37.677338] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-04T20:57:37.677405] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:37.682915] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:37.684815] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:57:37.685322] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:57:37.686959] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-04T20:57:37.690062] [INFO ] [LOCAL     ] CRVO: Saved forecast.
[2025-12-04T20:57:37.690134] [INFO ] [main      ] CRVO: Signal=1 (Conf=80.0%), Magnitude=11.86% (Conf=67.298%)
[2025-12-04T20:57:37.690301] [INFO ] [main      ] Fetching symbol history for GNRC...
[2025-12-04T20:57:37.690362] [DEBUG] [REMOTE    ] GNRC: Fetching historical data.
[2025-12-04T20:57:37.690859] [INFO ] [main      ] Progress: 522/970 forecasts completed (53.8%). CRVO finished in 0.6s. ETA: 1m 16s. Rate: 355.91 forecasts/min
[2025-12-04T20:57:37.702641] [DEBUG] [REMOTE    ] GNRC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:37.703550] [DEBUG] [LOCAL     ] Loaded configuration for GNRC: 3 features, N/A% accuracy
[2025-12-04T20:57:37.703625] [INFO ] [LOCAL     ] GNRC: Loaded 3 optimal features with 61.92% confidence from JSON config
[2025-12-04T20:57:37.703658] [DEBUG] [MAG       ] Building data for symbol: GNRC with lookback: 0
[2025-12-04T20:57:37.704463] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:57:37.704518] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:37.709303] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-04T20:57:37.710067] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-04T20:57:37.712059] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:37.715732] [INFO ] [LOCAL     ] SLG: Saved forecast.
[2025-12-04T20:57:37.715795] [INFO ] [main      ] SLG: Signal=1 (Conf=80.0%), Magnitude=-0.63% (Conf=39.5624%)
[2025-12-04T20:57:37.716106] [INFO ] [main      ] Fetching symbol history for BTA...
[2025-12-04T20:57:37.716154] [DEBUG] [REMOTE    ] BTA: Fetching historical data.
[2025-12-04T20:57:37.717014] [INFO ] [main      ] Progress: 523/970 forecasts completed (53.9%). SLG finished in 0.6s. ETA: 1m 15s. Rate: 356.49 forecasts/min
[2025-12-04T20:57:37.727752] [DEBUG] [REMOTE    ] BTA: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:37.728619] [DEBUG] [LOCAL     ] Loaded configuration for BTA: 5 features, N/A% accuracy
[2025-12-04T20:57:37.728688] [INFO ] [LOCAL     ] BTA: Loaded 5 optimal features with 48.92% confidence from JSON config
[2025-12-04T20:57:37.728732] [DEBUG] [MAG       ] Building data for symbol: BTA with lookback: 0
[2025-12-04T20:57:37.729807] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:57:37.729880] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:37.732283] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:37.733055] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:37.733645] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:57:37.737168] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:57:37.739615] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:37.764934] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-04T20:57:37.766135] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-04T20:57:37.767767] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:37.777944] [DEBUG] [MAG       ] HGTY: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:37.843317] [INFO ] [LOCAL     ] HGTY: Saved forecast.
[2025-12-04T20:57:37.843411] [INFO ] [main      ] HGTY: Signal=1 (Conf=80.0%), Magnitude=0.85% (Conf=59.2597%)
[2025-12-04T20:57:37.843869] [INFO ] [main      ] Fetching symbol history for RWAY...
[2025-12-04T20:57:37.843929] [DEBUG] [REMOTE    ] RWAY: Fetching historical data.
[2025-12-04T20:57:37.844679] [INFO ] [main      ] Progress: 524/970 forecasts completed (54.0%). HGTY finished in 0.6s. ETA: 1m 15s. Rate: 356.65 forecasts/min
[2025-12-04T20:57:37.858423] [DEBUG] [REMOTE    ] RWAY: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:37.859565] [DEBUG] [LOCAL     ] Loaded configuration for RWAY: 9 features, N/A% accuracy
[2025-12-04T20:57:37.859657] [INFO ] [LOCAL     ] RWAY: Loaded 9 optimal features with 56.32% confidence from JSON config
[2025-12-04T20:57:37.859697] [DEBUG] [MAG       ] Building data for symbol: RWAY with lookback: 0
[2025-12-04T20:57:37.860693] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-04T20:57:37.861163] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:57:37.862077] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:57:37.864993] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:57:37.977476] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:57:37.980288] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:57:38.019042] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-04T20:57:38.020071] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-04T20:57:38.021243] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-04T20:57:38.023166] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-04T20:57:38.023909] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:38.049343] [DEBUG] [MAG       ] GNRC: Last date is validated at 2025-12-04
[2025-12-04T20:57:38.109663] [DEBUG] [MAG       ] INDB: Last date is validated at 2025-12-04
[2025-12-04T20:57:38.115295] [DEBUG] [MAG       ] BTA: Last date is validated at 2025-12-04
[2025-12-04T20:57:38.221031] [DEBUG] [MAG       ] GNRC: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:38.284927] [DEBUG] [MAG       ] INDB: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:38.296996] [DEBUG] [MAG       ] BTA: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:38.351868] [INFO ] [LOCAL     ] BTA: Saved forecast.
[2025-12-04T20:57:38.351941] [INFO ] [main      ] BTA: Signal=1 (Conf=80.0%), Magnitude=-0.01% (Conf=48.9187%)
[2025-12-04T20:57:38.352337] [INFO ] [main      ] Progress: 525/970 forecasts completed (54.1%). BTA finished in 0.6s. ETA: 1m 15s. Rate: 355.29 forecasts/min
[2025-12-04T20:57:38.352519] [INFO ] [main      ] Fetching symbol history for KODK...
[2025-12-04T20:57:38.352586] [DEBUG] [REMOTE    ] KODK: Fetching historical data.
[2025-12-04T20:57:38.356939] [DEBUG] [MAG       ] RWAY: Last date is validated at 2025-12-04
[2025-12-04T20:57:38.364031] [DEBUG] [REMOTE    ] KODK: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:38.365193] [DEBUG] [LOCAL     ] Loaded configuration for KODK: 5 features, N/A% accuracy
[2025-12-04T20:57:38.365247] [INFO ] [LOCAL     ] KODK: Loaded 5 optimal features with 48.35% confidence from JSON config
[2025-12-04T20:57:38.365277] [DEBUG] [MAG       ] Building data for symbol: KODK with lookback: 0
[2025-12-04T20:57:38.366101] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:57:38.366159] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:38.369399] [INFO ] [LOCAL     ] GNRC: Saved forecast.
[2025-12-04T20:57:38.369472] [INFO ] [main      ] GNRC: Signal=1 (Conf=80.0%), Magnitude=-0.18% (Conf=61.9159%)
[2025-12-04T20:57:38.369654] [INFO ] [main      ] Fetching symbol history for BFC...
[2025-12-04T20:57:38.369699] [DEBUG] [REMOTE    ] BFC: Fetching historical data.
[2025-12-04T20:57:38.371662] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:38.373402] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:38.370871] [INFO ] [main      ] Progress: 526/970 forecasts completed (54.2%). GNRC finished in 0.7s. ETA: 1m 15s. Rate: 355.89 forecasts/min
[2025-12-04T20:57:38.373906] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:38.374287] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-04T20:57:38.376533] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:38.381254] [DEBUG] [REMOTE    ] BFC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:38.382299] [DEBUG] [LOCAL     ] Loaded configuration for BFC: 5 features, N/A% accuracy
[2025-12-04T20:57:38.382379] [INFO ] [LOCAL     ] BFC: Loaded 5 optimal features with 42.74% confidence from JSON config
[2025-12-04T20:57:38.382412] [DEBUG] [MAG       ] Building data for symbol: BFC with lookback: 0
[2025-12-04T20:57:38.383327] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:57:38.383387] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:38.385045] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:57:38.385550] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:57:38.387963] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-04T20:57:38.389342] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-04T20:57:38.390041] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:38.392749] [INFO ] [LOCAL     ] INDB: Saved forecast.
[2025-12-04T20:57:38.392836] [INFO ] [main      ] INDB: Signal=1 (Conf=80.0%), Magnitude=-0.70% (Conf=51.3164%)
[2025-12-04T20:57:38.393308] [INFO ] [main      ] Fetching symbol history for AMPH...
[2025-12-04T20:57:38.393360] [DEBUG] [REMOTE    ] AMPH: Fetching historical data.
[2025-12-04T20:57:38.393669] [INFO ] [main      ] Progress: 527/970 forecasts completed (54.3%). INDB finished in 0.7s. ETA: 1m 15s. Rate: 356.48 forecasts/min
[2025-12-04T20:57:38.406960] [DEBUG] [REMOTE    ] AMPH: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:38.408057] [DEBUG] [LOCAL     ] Loaded configuration for AMPH: 3 features, N/A% accuracy
[2025-12-04T20:57:38.408116] [INFO ] [LOCAL     ] AMPH: Loaded 3 optimal features with 47.94% confidence from JSON config
[2025-12-04T20:57:38.408148] [DEBUG] [MAG       ] Building data for symbol: AMPH with lookback: 0
[2025-12-04T20:57:38.409091] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:57:38.409151] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:38.414382] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:57:38.415398] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-04T20:57:38.416848] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:38.522433] [DEBUG] [MAG       ] RWAY: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:38.591548] [INFO ] [LOCAL     ] RWAY: Saved forecast.
[2025-12-04T20:57:38.591653] [INFO ] [main      ] RWAY: Signal=1 (Conf=80.0%), Magnitude=0.66% (Conf=56.3182%)
[2025-12-04T20:57:38.592084] [INFO ] [main      ] Fetching symbol history for CLOA...
[2025-12-04T20:57:38.592133] [DEBUG] [REMOTE    ] CLOA: Fetching historical data.
[2025-12-04T20:57:38.592654] [INFO ] [main      ] Progress: 528/970 forecasts completed (54.4%). RWAY finished in 0.7s. ETA: 1m 14s. Rate: 356.35 forecasts/min
[2025-12-04T20:57:38.603181] [DEBUG] [REMOTE    ] CLOA: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:38.604156] [DEBUG] [LOCAL     ] Loaded configuration for CLOA: 7 features, N/A% accuracy
[2025-12-04T20:57:38.604205] [INFO ] [LOCAL     ] CLOA: Loaded 7 optimal features with 22.35% confidence from JSON config
[2025-12-04T20:57:38.604235] [DEBUG] [MAG       ] Building data for symbol: CLOA with lookback: 0
[2025-12-04T20:57:38.605058] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-04T20:57:38.605117] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:38.606797] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:57:38.607291] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:57:38.608408] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:57:38.609994] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:57:38.611176] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:57:38.612043] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-04T20:57:38.613363] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:38.711245] [DEBUG] [MAG       ] KODK: Last date is validated at 2025-12-04
[2025-12-04T20:57:38.727723] [DEBUG] [MAG       ] BFC: Last date is validated at 2025-12-04
[2025-12-04T20:57:38.817632] [DEBUG] [MAG       ] AMPH: Last date is validated at 2025-12-04
[2025-12-04T20:57:38.877835] [DEBUG] [MAG       ] KODK: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:38.894374] [DEBUG] [MAG       ] BFC: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:38.945090] [INFO ] [LOCAL     ] KODK: Saved forecast.
[2025-12-04T20:57:38.945158] [INFO ] [main      ] KODK: Signal=1 (Conf=80.0%), Magnitude=-2.39% (Conf=48.3531%)
[2025-12-04T20:57:38.945166] [DEBUG] [MAG       ] CLOA: Last date is validated at 2025-12-04
[2025-12-04T20:57:38.945317] [INFO ] [main      ] Fetching symbol history for FITB...
[2025-12-04T20:57:38.945360] [DEBUG] [REMOTE    ] FITB: Fetching historical data.
[2025-12-04T20:57:38.946261] [INFO ] [main      ] Progress: 529/970 forecasts completed (54.5%). KODK finished in 0.6s. ETA: 1m 14s. Rate: 355.61 forecasts/min
[2025-12-04T20:57:38.957177] [DEBUG] [REMOTE    ] FITB: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:38.958270] [DEBUG] [LOCAL     ] Loaded configuration for FITB: 2 features, N/A% accuracy
[2025-12-04T20:57:38.958326] [INFO ] [LOCAL     ] FITB: Loaded 2 optimal features with 54.11% confidence from JSON config
[2025-12-04T20:57:38.958363] [DEBUG] [MAG       ] Building data for symbol: FITB with lookback: 0
[2025-12-04T20:57:38.959178] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:57:38.959234] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:57:38.960005] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-04T20:57:38.962907] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:38.991861] [DEBUG] [MAG       ] AMPH: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:38.992041] [INFO ] [LOCAL     ] BFC: Saved forecast.
[2025-12-04T20:57:38.992112] [INFO ] [main      ] BFC: Signal=1 (Conf=80.0%), Magnitude=-0.30% (Conf=42.7409%)
[2025-12-04T20:57:38.992278] [INFO ] [main      ] Fetching symbol history for PANL...
[2025-12-04T20:57:38.992320] [DEBUG] [REMOTE    ] PANL: Fetching historical data.
[2025-12-04T20:57:38.993672] [INFO ] [main      ] Progress: 530/970 forecasts completed (54.6%). BFC finished in 0.6s. ETA: 1m 14s. Rate: 356.10 forecasts/min
[2025-12-04T20:57:39.008058] [DEBUG] [REMOTE    ] PANL: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:39.009163] [DEBUG] [LOCAL     ] Loaded configuration for PANL: 6 features, N/A% accuracy
[2025-12-04T20:57:39.009214] [INFO ] [LOCAL     ] PANL: Loaded 6 optimal features with 45.75% confidence from JSON config
[2025-12-04T20:57:39.009245] [DEBUG] [MAG       ] Building data for symbol: PANL with lookback: 0
[2025-12-04T20:57:39.010054] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:57:39.010117] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:39.014889] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-04T20:57:39.015931] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-04T20:57:39.024038] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-04T20:57:39.025560] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-04T20:57:39.026302] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-04T20:57:39.029481] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:39.084300] [INFO ] [LOCAL     ] AMPH: Saved forecast.
[2025-12-04T20:57:39.084390] [INFO ] [main      ] AMPH: Signal=1 (Conf=80.0%), Magnitude=-1.55% (Conf=47.9412%)
[2025-12-04T20:57:39.084939] [INFO ] [main      ] Fetching symbol history for APGE...
[2025-12-04T20:57:39.084995] [DEBUG] [REMOTE    ] APGE: Fetching historical data.
[2025-12-04T20:57:39.085688] [INFO ] [main      ] Progress: 531/970 forecasts completed (54.7%). AMPH finished in 0.7s. ETA: 1m 14s. Rate: 356.40 forecasts/min
[2025-12-04T20:57:39.098973] [DEBUG] [REMOTE    ] APGE: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:39.100459] [DEBUG] [LOCAL     ] Loaded configuration for APGE: 6 features, N/A% accuracy
[2025-12-04T20:57:39.100514] [INFO ] [LOCAL     ] APGE: Loaded 6 optimal features with 65.81% confidence from JSON config
[2025-12-04T20:57:39.100545] [DEBUG] [MAG       ] Building data for symbol: APGE with lookback: 0
[2025-12-04T20:57:39.101457] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:57:39.101521] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:39.106468] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:39.108387] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:39.108937] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:39.109355] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:57:39.110114] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-04T20:57:39.111051] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:39.116992] [DEBUG] [MAG       ] CLOA: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:39.174365] [INFO ] [LOCAL     ] CLOA: Saved forecast.
[2025-12-04T20:57:39.174443] [INFO ] [main      ] CLOA: Signal=1 (Conf=80.0%), Magnitude=0.01% (Conf=22.3519%)
[2025-12-04T20:57:39.174837] [INFO ] [main      ] Fetching symbol history for HFRO...
[2025-12-04T20:57:39.174887] [DEBUG] [REMOTE    ] HFRO: Fetching historical data.
[2025-12-04T20:57:39.175755] [INFO ] [main      ] Progress: 532/970 forecasts completed (54.8%). CLOA finished in 0.6s. ETA: 1m 14s. Rate: 356.71 forecasts/min
[2025-12-04T20:57:39.186225] [DEBUG] [REMOTE    ] HFRO: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:39.187114] [DEBUG] [LOCAL     ] Loaded configuration for HFRO: 9 features, N/A% accuracy
[2025-12-04T20:57:39.187163] [INFO ] [LOCAL     ] HFRO: Loaded 9 optimal features with 53.71% confidence from JSON config
[2025-12-04T20:57:39.187194] [DEBUG] [MAG       ] Building data for symbol: HFRO with lookback: 0
[2025-12-04T20:57:39.188008] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-04T20:57:39.188067] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:39.189784] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:39.190271] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:39.190666] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:57:39.191501] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:57:39.193823] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-04T20:57:39.194744] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-04T20:57:39.195893] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-04T20:57:39.197745] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:57:39.198786] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:39.303731] [DEBUG] [MAG       ] FITB: Last date is validated at 2025-12-04
[2025-12-04T20:57:39.369319] [DEBUG] [MAG       ] PANL: Last date is validated at 2025-12-04
[2025-12-04T20:57:39.468704] [DEBUG] [MAG       ] APGE: Last date is validated at 2025-12-04
[2025-12-04T20:57:39.470326] [DEBUG] [MAG       ] FITB: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:39.526065] [DEBUG] [MAG       ] HFRO: Last date is validated at 2025-12-04
[2025-12-04T20:57:39.536160] [DEBUG] [MAG       ] PANL: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:39.550796] [INFO ] [LOCAL     ] FITB: Saved forecast.
[2025-12-04T20:57:39.550864] [INFO ] [main      ] FITB: Signal=1 (Conf=80.0%), Magnitude=1.50% (Conf=54.106%)
[2025-12-04T20:57:39.551027] [INFO ] [main      ] Fetching symbol history for ATXS...
[2025-12-04T20:57:39.551069] [DEBUG] [REMOTE    ] ATXS: Fetching historical data.
[2025-12-04T20:57:39.552899] [INFO ] [main      ] Progress: 533/970 forecasts completed (54.9%). FITB finished in 0.6s. ETA: 1m 14s. Rate: 355.88 forecasts/min
[2025-12-04T20:57:39.563380] [DEBUG] [REMOTE    ] ATXS: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:39.564385] [DEBUG] [LOCAL     ] Loaded configuration for ATXS: 6 features, N/A% accuracy
[2025-12-04T20:57:39.564441] [INFO ] [LOCAL     ] ATXS: Loaded 6 optimal features with 52.13% confidence from JSON config
[2025-12-04T20:57:39.564473] [DEBUG] [MAG       ] Building data for symbol: ATXS with lookback: 0
[2025-12-04T20:57:39.565298] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:57:39.565360] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:39.570516] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:39.572356] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:39.573111] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:39.573761] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:57:39.604563] [INFO ] [LOCAL     ] PANL: Saved forecast.
[2025-12-04T20:57:39.604649] [INFO ] [main      ] PANL: Signal=1 (Conf=80.0%), Magnitude=1.85% (Conf=45.7518%)
[2025-12-04T20:57:39.604811] [INFO ] [main      ] Fetching symbol history for KVYO...
[2025-12-04T20:57:39.604854] [DEBUG] [REMOTE    ] KVYO: Fetching historical data.
[2025-12-04T20:57:39.606874] [INFO ] [main      ] Progress: 534/970 forecasts completed (55.1%). PANL finished in 0.6s. ETA: 1m 13s. Rate: 356.34 forecasts/min
[2025-12-04T20:57:39.618116] [DEBUG] [REMOTE    ] KVYO: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:39.619290] [DEBUG] [LOCAL     ] Loaded configuration for KVYO: 7 features, N/A% accuracy
[2025-12-04T20:57:39.619347] [INFO ] [LOCAL     ] KVYO: Loaded 7 optimal features with 47.15% confidence from JSON config
[2025-12-04T20:57:39.619379] [DEBUG] [MAG       ] Building data for symbol: KVYO with lookback: 0
[2025-12-04T20:57:39.620220] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-04T20:57:39.620280] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:39.622013] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:39.622508] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:57:39.622951] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:39.623322] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:57:39.664518] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-04T20:57:39.665673] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-04T20:57:39.667566] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:39.696335] [DEBUG] [MAG       ] HFRO: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:39.698865] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-04T20:57:39.701265] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:39.728054] [DEBUG] [MAG       ] APGE: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:39.767308] [INFO ] [LOCAL     ] HFRO: Saved forecast.
[2025-12-04T20:57:39.767380] [INFO ] [main      ] HFRO: Signal=1 (Conf=80.0%), Magnitude=0.00% (Conf=53.7088%)
[2025-12-04T20:57:39.767770] [INFO ] [main      ] Fetching symbol history for LLYVA...
[2025-12-04T20:57:39.767821] [DEBUG] [REMOTE    ] LLYVA: Fetching historical data.
[2025-12-04T20:57:39.768670] [INFO ] [main      ] Progress: 535/970 forecasts completed (55.2%). HFRO finished in 0.6s. ETA: 1m 13s. Rate: 356.36 forecasts/min
[2025-12-04T20:57:39.780062] [DEBUG] [REMOTE    ] LLYVA: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:39.781236] [DEBUG] [LOCAL     ] Loaded configuration for LLYVA: 6 features, N/A% accuracy
[2025-12-04T20:57:39.781293] [INFO ] [LOCAL     ] LLYVA: Loaded 6 optimal features with 60.22% confidence from JSON config
[2025-12-04T20:57:39.781325] [DEBUG] [MAG       ] Building data for symbol: LLYVA with lookback: 0
[2025-12-04T20:57:39.782189] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:57:39.782250] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:39.783986] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:39.784524] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:39.784942] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:57:39.785854] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-04T20:57:39.788061] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-04T20:57:39.788820] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:39.871765] [INFO ] [LOCAL     ] APGE: Saved forecast.
[2025-12-04T20:57:39.871887] [INFO ] [main      ] APGE: Signal=1 (Conf=80.0%), Magnitude=3.52% (Conf=65.8127%)
[2025-12-04T20:57:39.872716] [INFO ] [main      ] Fetching symbol history for CNTA...
[2025-12-04T20:57:39.872806] [DEBUG] [REMOTE    ] CNTA: Fetching historical data.
[2025-12-04T20:57:39.872708] [INFO ] [main      ] Progress: 536/970 forecasts completed (55.3%). APGE finished in 0.8s. ETA: 1m 13s. Rate: 356.62 forecasts/min
[2025-12-04T20:57:39.892840] [DEBUG] [REMOTE    ] CNTA: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:39.894559] [DEBUG] [LOCAL     ] Loaded configuration for CNTA: 2 features, N/A% accuracy
[2025-12-04T20:57:39.894678] [INFO ] [LOCAL     ] CNTA: Loaded 2 optimal features with 47.55% confidence from JSON config
[2025-12-04T20:57:39.894733] [DEBUG] [MAG       ] Building data for symbol: CNTA with lookback: 0
[2025-12-04T20:57:39.896437] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:57:39.896527] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:39.904733] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-04T20:57:39.986149] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:40.132094] [DEBUG] [MAG       ] KVYO: Last date is validated at 2025-12-04
[2025-12-04T20:57:40.132909] [DEBUG] [MAG       ] ATXS: Last date is validated at 2025-12-04
[2025-12-04T20:57:40.247263] [DEBUG] [MAG       ] LLYVA: Last date is validated at 2025-12-04
[2025-12-04T20:57:40.358990] [DEBUG] [MAG       ] ATXS: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:40.367389] [DEBUG] [MAG       ] KVYO: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:40.463431] [INFO ] [LOCAL     ] ATXS: Saved forecast.
[2025-12-04T20:57:40.463506] [INFO ] [main      ] ATXS: Signal=1 (Conf=80.0%), Magnitude=0.24% (Conf=52.1278%)
[2025-12-04T20:57:40.463725] [INFO ] [main      ] Fetching symbol history for CVS...
[2025-12-04T20:57:40.463784] [DEBUG] [REMOTE    ] CVS: Fetching historical data.
[2025-12-04T20:57:40.465417] [INFO ] [main      ] Progress: 537/970 forecasts completed (55.4%). ATXS finished in 0.9s. ETA: 1m 13s. Rate: 354.95 forecasts/min
[2025-12-04T20:57:40.476733] [DEBUG] [REMOTE    ] CVS: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:40.477949] [DEBUG] [LOCAL     ] Loaded configuration for CVS: 7 features, N/A% accuracy
[2025-12-04T20:57:40.478014] [INFO ] [LOCAL     ] CVS: Loaded 7 optimal features with 59.19% confidence from JSON config
[2025-12-04T20:57:40.478062] [DEBUG] [MAG       ] Building data for symbol: CVS with lookback: 0
[2025-12-04T20:57:40.479214] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-04T20:57:40.479286] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:40.484988] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:57:40.486545] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-04T20:57:40.487303] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-04T20:57:40.490199] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-04T20:57:40.491844] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-04T20:57:40.492685] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-04T20:57:40.494786] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:40.500381] [DEBUG] [MAG       ] LLYVA: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:40.507222] [DEBUG] [MAG       ] CNTA: Last date is validated at 2025-12-04
[2025-12-04T20:57:40.515802] [INFO ] [LOCAL     ] KVYO: Saved forecast.
[2025-12-04T20:57:40.515896] [INFO ] [main      ] KVYO: Signal=1 (Conf=80.0%), Magnitude=2.35% (Conf=47.1482%)
[2025-12-04T20:57:40.516346] [INFO ] [main      ] Fetching symbol history for BGC...
[2025-12-04T20:57:40.516414] [DEBUG] [REMOTE    ] BGC: Fetching historical data.
[2025-12-04T20:57:40.516679] [INFO ] [main      ] Progress: 538/970 forecasts completed (55.5%). KVYO finished in 0.9s. ETA: 1m 13s. Rate: 355.41 forecasts/min
[2025-12-04T20:57:40.535317] [DEBUG] [REMOTE    ] BGC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:40.536729] [DEBUG] [LOCAL     ] Loaded configuration for BGC: 5 features, N/A% accuracy
[2025-12-04T20:57:40.536801] [INFO ] [LOCAL     ] BGC: Loaded 5 optimal features with 62.71% confidence from JSON config
[2025-12-04T20:57:40.536848] [DEBUG] [MAG       ] Building data for symbol: BGC with lookback: 0
[2025-12-04T20:57:40.538061] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:57:40.538137] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:57:40.539176] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-04T20:57:40.540016] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-04T20:57:40.541641] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-04T20:57:40.542701] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-04T20:57:40.543737] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:40.624562] [INFO ] [LOCAL     ] LLYVA: Saved forecast.
[2025-12-04T20:57:40.624659] [INFO ] [main      ] LLYVA: Signal=1 (Conf=80.0%), Magnitude=4.38% (Conf=60.2156%)
[2025-12-04T20:57:40.624821] [INFO ] [main      ] Fetching symbol history for CROX...
[2025-12-04T20:57:40.624866] [DEBUG] [REMOTE    ] CROX: Fetching historical data.
[2025-12-04T20:57:40.626668] [INFO ] [main      ] Progress: 539/970 forecasts completed (55.6%). LLYVA finished in 0.9s. ETA: 1m 13s. Rate: 355.64 forecasts/min
[2025-12-04T20:57:40.637955] [DEBUG] [REMOTE    ] CROX: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:40.639883] [DEBUG] [LOCAL     ] Loaded configuration for CROX: 2 features, N/A% accuracy
[2025-12-04T20:57:40.639942] [INFO ] [LOCAL     ] CROX: Loaded 2 optimal features with 46.40% confidence from JSON config
[2025-12-04T20:57:40.639975] [DEBUG] [MAG       ] Building data for symbol: CROX with lookback: 0
[2025-12-04T20:57:40.641197] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:57:40.641267] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:57:40.681047] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-04T20:57:40.682079] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:40.736196] [DEBUG] [MAG       ] CNTA: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:40.826660] [INFO ] [LOCAL     ] CNTA: Saved forecast.
[2025-12-04T20:57:40.826733] [INFO ] [main      ] CNTA: Signal=1 (Conf=80.0%), Magnitude=-7.02% (Conf=47.5527%)
[2025-12-04T20:57:40.826894] [INFO ] [main      ] Fetching symbol history for IOVA...
[2025-12-04T20:57:40.826939] [DEBUG] [REMOTE    ] IOVA: Fetching historical data.
[2025-12-04T20:57:40.829657] [INFO ] [main      ] Progress: 540/970 forecasts completed (55.7%). CNTA finished in 1.0s. ETA: 1m 13s. Rate: 355.51 forecasts/min
[2025-12-04T20:57:40.837703] [DEBUG] [MAG       ] CVS: Last date is validated at 2025-12-04
[2025-12-04T20:57:40.839954] [DEBUG] [REMOTE    ] IOVA: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:40.841063] [DEBUG] [LOCAL     ] Loaded configuration for IOVA: 4 features, N/A% accuracy
[2025-12-04T20:57:40.841117] [INFO ] [LOCAL     ] IOVA: Loaded 4 optimal features with 46.07% confidence from JSON config
[2025-12-04T20:57:40.841149] [DEBUG] [MAG       ] Building data for symbol: IOVA with lookback: 0
[2025-12-04T20:57:40.841987] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:57:40.842047] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:40.847281] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:40.849224] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:57:40.849743] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-04T20:57:40.850819] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:40.945829] [DEBUG] [MAG       ] BGC: Last date is validated at 2025-12-04
[2025-12-04T20:57:41.004347] [DEBUG] [MAG       ] CVS: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:41.042658] [DEBUG] [MAG       ] CROX: Last date is validated at 2025-12-04
[2025-12-04T20:57:41.111461] [INFO ] [LOCAL     ] CVS: Saved forecast.
[2025-12-04T20:57:41.111530] [INFO ] [main      ] CVS: Signal=1 (Conf=80.0%), Magnitude=-0.49% (Conf=59.1862%)
[2025-12-04T20:57:41.111706] [INFO ] [main      ] Fetching symbol history for BLCO...
[2025-12-04T20:57:41.111754] [DEBUG] [REMOTE    ] BLCO: Fetching historical data.
[2025-12-04T20:57:41.113703] [INFO ] [main      ] Progress: 541/970 forecasts completed (55.8%). CVS finished in 0.6s. ETA: 1m 12s. Rate: 355.06 forecasts/min
[2025-12-04T20:57:41.115605] [DEBUG] [MAG       ] BGC: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:41.125456] [DEBUG] [REMOTE    ] BLCO: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:41.126379] [DEBUG] [LOCAL     ] Loaded configuration for BLCO: 8 features, N/A% accuracy
[2025-12-04T20:57:41.126434] [INFO ] [LOCAL     ] BLCO: Loaded 8 optimal features with 55.37% confidence from JSON config
[2025-12-04T20:57:41.126464] [DEBUG] [MAG       ] Building data for symbol: BLCO with lookback: 0
[2025-12-04T20:57:41.127235] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-04T20:57:41.127296] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:41.132127] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:41.133933] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:41.134431] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:41.134865] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:57:41.135736] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-04T20:57:41.138594] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-04T20:57:41.140849] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-04T20:57:41.142235] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:41.177601] [INFO ] [LOCAL     ] BGC: Saved forecast.
[2025-12-04T20:57:41.177674] [INFO ] [main      ] BGC: Signal=1 (Conf=80.0%), Magnitude=-0.31% (Conf=62.708%)
[2025-12-04T20:57:41.178007] [INFO ] [main      ] Progress: 542/970 forecasts completed (55.9%). BGC finished in 0.7s. ETA: 1m 12s. Rate: 355.46 forecasts/min
[2025-12-04T20:57:41.178129] [INFO ] [main      ] Fetching symbol history for META...
[2025-12-04T20:57:41.178171] [DEBUG] [REMOTE    ] META: Fetching historical data.
[2025-12-04T20:57:41.191866] [DEBUG] [REMOTE    ] META: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:41.192859] [DEBUG] [LOCAL     ] Loaded configuration for META: 6 features, N/A% accuracy
[2025-12-04T20:57:41.192927] [INFO ] [LOCAL     ] META: Loaded 6 optimal features with 56.50% confidence from JSON config
[2025-12-04T20:57:41.192958] [DEBUG] [MAG       ] Building data for symbol: META with lookback: 0
[2025-12-04T20:57:41.193730] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:57:41.193789] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:41.195434] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:41.195955] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:41.196333] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:57:41.198707] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-04T20:57:41.200648] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-04T20:57:41.204415] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:41.215068] [DEBUG] [MAG       ] IOVA: Last date is validated at 2025-12-04
[2025-12-04T20:57:41.216937] [DEBUG] [MAG       ] CROX: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:41.341849] [INFO ] [LOCAL     ] CROX: Saved forecast.
[2025-12-04T20:57:41.341916] [INFO ] [main      ] CROX: Signal=1 (Conf=80.0%), Magnitude=1.65% (Conf=46.3986%)
[2025-12-04T20:57:41.342273] [INFO ] [main      ] Fetching symbol history for NBN...
[2025-12-04T20:57:41.342323] [DEBUG] [REMOTE    ] NBN: Fetching historical data.
[2025-12-04T20:57:41.342651] [INFO ] [main      ] Progress: 543/970 forecasts completed (56.0%). CROX finished in 0.7s. ETA: 1m 12s. Rate: 355.48 forecasts/min
[2025-12-04T20:57:41.353555] [DEBUG] [REMOTE    ] NBN: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:41.354456] [DEBUG] [LOCAL     ] Loaded configuration for NBN: 3 features, N/A% accuracy
[2025-12-04T20:57:41.354511] [INFO ] [LOCAL     ] NBN: Loaded 3 optimal features with 54.37% confidence from JSON config
[2025-12-04T20:57:41.354542] [DEBUG] [MAG       ] Building data for symbol: NBN with lookback: 0
[2025-12-04T20:57:41.355330] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:57:41.355387] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:41.360068] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:57:41.360998] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:57:41.362048] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:41.405570] [DEBUG] [MAG       ] IOVA: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:41.472994] [INFO ] [LOCAL     ] IOVA: Saved forecast.
[2025-12-04T20:57:41.473070] [INFO ] [main      ] IOVA: Signal=1 (Conf=80.0%), Magnitude=-0.45% (Conf=46.0697%)
[2025-12-04T20:57:41.473608] [INFO ] [main      ] Fetching symbol history for MDLZ...
[2025-12-04T20:57:41.473654] [DEBUG] [REMOTE    ] MDLZ: Fetching historical data.
[2025-12-04T20:57:41.475047] [INFO ] [main      ] Progress: 544/970 forecasts completed (56.1%). IOVA finished in 0.6s. ETA: 1m 12s. Rate: 355.62 forecasts/min
[2025-12-04T20:57:41.479015] [DEBUG] [MAG       ] BLCO: Last date is validated at 2025-12-04
[2025-12-04T20:57:41.485346] [DEBUG] [REMOTE    ] MDLZ: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:41.486231] [DEBUG] [LOCAL     ] Loaded configuration for MDLZ: 5 features, N/A% accuracy
[2025-12-04T20:57:41.486285] [INFO ] [LOCAL     ] MDLZ: Loaded 5 optimal features with 52.74% confidence from JSON config
[2025-12-04T20:57:41.486317] [DEBUG] [MAG       ] Building data for symbol: MDLZ with lookback: 0
[2025-12-04T20:57:41.487112] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:57:41.487175] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:41.488927] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:41.489458] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:41.489886] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:57:41.492363] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-04T20:57:41.495114] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:41.536318] [DEBUG] [MAG       ] META: Last date is validated at 2025-12-04
[2025-12-04T20:57:41.645703] [DEBUG] [MAG       ] BLCO: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:41.701696] [DEBUG] [MAG       ] META: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:41.703016] [DEBUG] [MAG       ] NBN: Last date is validated at 2025-12-04
[2025-12-04T20:57:41.718713] [INFO ] [LOCAL     ] BLCO: Saved forecast.
[2025-12-04T20:57:41.718790] [INFO ] [main      ] BLCO: Signal=1 (Conf=80.0%), Magnitude=3.28% (Conf=55.371%)
[2025-12-04T20:57:41.719132] [INFO ] [main      ] Fetching symbol history for NAD...
[2025-12-04T20:57:41.719181] [DEBUG] [REMOTE    ] NAD: Fetching historical data.
[2025-12-04T20:57:41.719649] [INFO ] [main      ] Progress: 545/970 forecasts completed (56.2%). BLCO finished in 0.6s. ETA: 1m 12s. Rate: 355.33 forecasts/min
[2025-12-04T20:57:41.731357] [DEBUG] [REMOTE    ] NAD: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:41.732362] [DEBUG] [LOCAL     ] Loaded configuration for NAD: 10 features, N/A% accuracy
[2025-12-04T20:57:41.732417] [INFO ] [LOCAL     ] NAD: Loaded 10 optimal features with 48.89% confidence from JSON config
[2025-12-04T20:57:41.732449] [DEBUG] [MAG       ] Building data for symbol: NAD with lookback: 0
[2025-12-04T20:57:41.733225] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-04T20:57:41.733285] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:41.737976] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:41.739762] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:41.740235] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:57:41.740691] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:41.741075] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:57:41.741942] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:57:41.744258] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:57:41.830944] [DEBUG] [MAG       ] MDLZ: Last date is validated at 2025-12-04
[2025-12-04T20:57:41.851999] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:57:41.868474] [INFO ] [LOCAL     ] META: Saved forecast.
[2025-12-04T20:57:41.868542] [INFO ] [main      ] META: Signal=1 (Conf=80.0%), Magnitude=2.38% (Conf=56.4978%)
[2025-12-04T20:57:41.868716] [INFO ] [main      ] Fetching symbol history for FMB...
[2025-12-04T20:57:41.868760] [DEBUG] [REMOTE    ] FMB: Fetching historical data.
[2025-12-04T20:57:41.869785] [INFO ] [main      ] Progress: 546/970 forecasts completed (56.3%). META finished in 0.7s. ETA: 1m 12s. Rate: 355.40 forecasts/min
[2025-12-04T20:57:41.877280] [DEBUG] [MAG       ] NBN: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:41.880053] [DEBUG] [REMOTE    ] FMB: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:41.881013] [DEBUG] [LOCAL     ] Loaded configuration for FMB: 10 features, N/A% accuracy
[2025-12-04T20:57:41.881074] [INFO ] [LOCAL     ] FMB: Loaded 10 optimal features with 49.40% confidence from JSON config
[2025-12-04T20:57:41.881106] [DEBUG] [MAG       ] Building data for symbol: FMB with lookback: 0
[2025-12-04T20:57:41.881886] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-04T20:57:41.881949] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:41.886700] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:57:41.889106] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-04T20:57:41.891067] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-04T20:57:41.891100] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-04T20:57:41.892891] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:41.893068] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-04T20:57:41.896954] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:41.898692] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:57:41.899150] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:57:41.900171] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-04T20:57:41.902450] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-04T20:57:41.903807] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:41.982695] [INFO ] [LOCAL     ] NBN: Saved forecast.
[2025-12-04T20:57:41.982779] [INFO ] [main      ] NBN: Signal=1 (Conf=80.0%), Magnitude=1.70% (Conf=54.3713%)
[2025-12-04T20:57:41.982955] [INFO ] [main      ] Fetching symbol history for IBN...
[2025-12-04T20:57:41.983000] [DEBUG] [REMOTE    ] IBN: Fetching historical data.
[2025-12-04T20:57:41.984078] [INFO ] [main      ] Progress: 547/970 forecasts completed (56.4%). NBN finished in 0.6s. ETA: 1m 11s. Rate: 355.61 forecasts/min
[2025-12-04T20:57:41.995461] [DEBUG] [REMOTE    ] IBN: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:41.996659] [DEBUG] [LOCAL     ] Loaded configuration for IBN: 3 features, N/A% accuracy
[2025-12-04T20:57:41.996715] [INFO ] [LOCAL     ] IBN: Loaded 3 optimal features with 42.46% confidence from JSON config
[2025-12-04T20:57:41.996747] [DEBUG] [MAG       ] Building data for symbol: IBN with lookback: 0
[2025-12-04T20:57:41.997567] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:57:41.997660] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:42.002821] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:57:42.016596] [DEBUG] [MAG       ] MDLZ: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:42.107509] [INFO ] [LOCAL     ] MDLZ: Saved forecast.
[2025-12-04T20:57:42.107598] [INFO ] [main      ] MDLZ: Signal=1 (Conf=80.0%), Magnitude=0.79% (Conf=52.7375%)
[2025-12-04T20:57:42.107949] [INFO ] [main      ] Fetching symbol history for BPRN...
[2025-12-04T20:57:42.107999] [DEBUG] [REMOTE    ] BPRN: Fetching historical data.
[2025-12-04T20:57:42.108677] [INFO ] [main      ] Progress: 548/970 forecasts completed (56.5%). MDLZ finished in 0.6s. ETA: 1m 11s. Rate: 355.78 forecasts/min
[2025-12-04T20:57:42.118734] [DEBUG] [REMOTE    ] BPRN: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:42.119664] [DEBUG] [LOCAL     ] Loaded configuration for BPRN: 5 features, N/A% accuracy
[2025-12-04T20:57:42.119715] [INFO ] [LOCAL     ] BPRN: Loaded 5 optimal features with 63.14% confidence from JSON config
[2025-12-04T20:57:42.119745] [DEBUG] [MAG       ] Building data for symbol: BPRN with lookback: 0
[2025-12-04T20:57:42.120594] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:57:42.120656] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:57:42.120739] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:57:42.121434] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:57:42.121887] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:42.123827] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-04T20:57:42.169824] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-04T20:57:42.173010] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-04T20:57:42.174452] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:42.242499] [DEBUG] [MAG       ] FMB: Last date is validated at 2025-12-04
[2025-12-04T20:57:42.246072] [DEBUG] [MAG       ] NAD: Last date is validated at 2025-12-04
[2025-12-04T20:57:42.408849] [DEBUG] [MAG       ] FMB: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:42.419341] [DEBUG] [MAG       ] NAD: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:42.462316] [DEBUG] [MAG       ] IBN: Last date is validated at 2025-12-04
[2025-12-04T20:57:42.486622] [INFO ] [LOCAL     ] FMB: Saved forecast.
[2025-12-04T20:57:42.486694] [INFO ] [main      ] FMB: Signal=1 (Conf=80.0%), Magnitude=0.12% (Conf=49.4034%)
[2025-12-04T20:57:42.487111] [INFO ] [main      ] Fetching symbol history for AGD...
[2025-12-04T20:57:42.487161] [DEBUG] [REMOTE    ] AGD: Fetching historical data.
[2025-12-04T20:57:42.487665] [INFO ] [main      ] Progress: 549/970 forecasts completed (56.6%). FMB finished in 0.6s. ETA: 1m 11s. Rate: 354.97 forecasts/min
[2025-12-04T20:57:42.489100] [INFO ] [LOCAL     ] NAD: Saved forecast.
[2025-12-04T20:57:42.489187] [INFO ] [main      ] NAD: Signal=1 (Conf=80.0%), Magnitude=0.01% (Conf=48.8907%)
[2025-12-04T20:57:42.489400] [INFO ] [main      ] Fetching symbol history for RLMD...
[2025-12-04T20:57:42.489444] [DEBUG] [REMOTE    ] RLMD: Fetching historical data.
[2025-12-04T20:57:42.489648] [INFO ] [main      ] Progress: 550/970 forecasts completed (56.7%). NAD finished in 0.8s. ETA: 1m 11s. Rate: 355.61 forecasts/min
[2025-12-04T20:57:42.500337] [DEBUG] [REMOTE    ] AGD: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:42.501503] [DEBUG] [LOCAL     ] Loaded configuration for AGD: 3 features, N/A% accuracy
[2025-12-04T20:57:42.501563] [INFO ] [LOCAL     ] AGD: Loaded 3 optimal features with 54.84% confidence from JSON config
[2025-12-04T20:57:42.501623] [DEBUG] [MAG       ] Building data for symbol: AGD with lookback: 0
[2025-12-04T20:57:42.502610] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:57:42.502684] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:42.503224] [DEBUG] [REMOTE    ] RLMD: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:42.504145] [DEBUG] [LOCAL     ] Loaded configuration for RLMD: 8 features, N/A% accuracy
[2025-12-04T20:57:42.504199] [INFO ] [LOCAL     ] RLMD: Loaded 8 optimal features with 48.01% confidence from JSON config
[2025-12-04T20:57:42.504231] [DEBUG] [MAG       ] Building data for symbol: RLMD with lookback: 0
[2025-12-04T20:57:42.505145] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-04T20:57:42.505212] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:42.507036] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:57:42.507616] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:57:42.507641] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:57:42.509358] [DEBUG] [MAG       ] BPRN: Last date is validated at 2025-12-04
[2025-12-04T20:57:42.510180] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-04T20:57:42.513109] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:42.624361] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:57:42.628108] [DEBUG] [MAG       ] IBN: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:42.669657] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-04T20:57:42.671171] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-04T20:57:42.673231] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-04T20:57:42.676320] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-04T20:57:42.677139] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:42.680136] [DEBUG] [MAG       ] BPRN: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:42.698465] [INFO ] [LOCAL     ] IBN: Saved forecast.
[2025-12-04T20:57:42.698534] [INFO ] [main      ] IBN: Signal=1 (Conf=80.0%), Magnitude=1.62% (Conf=42.4568%)
[2025-12-04T20:57:42.698736] [INFO ] [main      ] Fetching symbol history for BIRK...
[2025-12-04T20:57:42.698781] [DEBUG] [REMOTE    ] BIRK: Fetching historical data.
[2025-12-04T20:57:42.699793] [INFO ] [main      ] Progress: 551/970 forecasts completed (56.8%). IBN finished in 0.7s. ETA: 1m 11s. Rate: 355.45 forecasts/min
[2025-12-04T20:57:42.711200] [DEBUG] [REMOTE    ] BIRK: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:42.712313] [DEBUG] [LOCAL     ] Loaded configuration for BIRK: 8 features, N/A% accuracy
[2025-12-04T20:57:42.712364] [INFO ] [LOCAL     ] BIRK: Loaded 8 optimal features with 46.93% confidence from JSON config
[2025-12-04T20:57:42.712395] [DEBUG] [MAG       ] Building data for symbol: BIRK with lookback: 0
[2025-12-04T20:57:42.713220] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-04T20:57:42.713279] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:42.714961] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:42.715461] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:57:42.715906] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:42.716278] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:57:42.761257] [INFO ] [LOCAL     ] BPRN: Saved forecast.
[2025-12-04T20:57:42.761326] [INFO ] [main      ] BPRN: Signal=1 (Conf=80.0%), Magnitude=5.21% (Conf=63.1374%)
[2025-12-04T20:57:42.761693] [INFO ] [main      ] Fetching symbol history for BHK...
[2025-12-04T20:57:42.761745] [DEBUG] [REMOTE    ] BHK: Fetching historical data.
[2025-12-04T20:57:42.762674] [INFO ] [main      ] Progress: 552/970 forecasts completed (56.9%). BPRN finished in 0.7s. ETA: 1m 10s. Rate: 355.86 forecasts/min
[2025-12-04T20:57:42.773964] [DEBUG] [REMOTE    ] BHK: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:42.774843] [DEBUG] [LOCAL     ] Loaded configuration for BHK: 5 features, N/A% accuracy
[2025-12-04T20:57:42.774897] [INFO ] [LOCAL     ] BHK: Loaded 5 optimal features with 43.11% confidence from JSON config
[2025-12-04T20:57:42.774927] [DEBUG] [MAG       ] Building data for symbol: BHK with lookback: 0
[2025-12-04T20:57:42.775732] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:57:42.775793] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:42.777542] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:42.778087] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:42.778530] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-04T20:57:42.779228] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:57:42.780311] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:42.823245] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:57:42.851117] [DEBUG] [MAG       ] AGD: Last date is validated at 2025-12-04
[2025-12-04T20:57:42.861303] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-04T20:57:42.862065] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-04T20:57:42.862727] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:43.033724] [DEBUG] [MAG       ] RLMD: Last date is validated at 2025-12-04
[2025-12-04T20:57:43.095532] [DEBUG] [MAG       ] AGD: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:43.123476] [DEBUG] [MAG       ] BHK: Last date is validated at 2025-12-04
[2025-12-04T20:57:43.156680] [INFO ] [LOCAL     ] AGD: Saved forecast.
[2025-12-04T20:57:43.156751] [INFO ] [main      ] AGD: Signal=1 (Conf=80.0%), Magnitude=-3.23% (Conf=54.8448%)
[2025-12-04T20:57:43.156914] [INFO ] [main      ] Fetching symbol history for WD...
[2025-12-04T20:57:43.156956] [DEBUG] [REMOTE    ] WD: Fetching historical data.
[2025-12-04T20:57:43.158688] [INFO ] [main      ] Progress: 553/970 forecasts completed (57.0%). AGD finished in 0.7s. ETA: 1m 10s. Rate: 354.99 forecasts/min
[2025-12-04T20:57:43.168626] [DEBUG] [REMOTE    ] WD: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:43.169507] [DEBUG] [LOCAL     ] Loaded configuration for WD: 7 features, N/A% accuracy
[2025-12-04T20:57:43.169564] [INFO ] [LOCAL     ] WD: Loaded 7 optimal features with 54.84% confidence from JSON config
[2025-12-04T20:57:43.169618] [DEBUG] [MAG       ] Building data for symbol: WD with lookback: 0
[2025-12-04T20:57:43.170398] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-04T20:57:43.170459] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:43.175163] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:57:43.199451] [DEBUG] [MAG       ] BIRK: Last date is validated at 2025-12-04
[2025-12-04T20:57:43.202997] [DEBUG] [MAG       ] RLMD: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:43.270794] [INFO ] [LOCAL     ] RLMD: Saved forecast.
[2025-12-04T20:57:43.270895] [INFO ] [main      ] RLMD: Signal=1 (Conf=80.0%), Magnitude=0.09% (Conf=48.0112%)
[2025-12-04T20:57:43.271110] [INFO ] [main      ] Fetching symbol history for EHAB...
[2025-12-04T20:57:43.271155] [DEBUG] [REMOTE    ] EHAB: Fetching historical data.
[2025-12-04T20:57:43.272696] [INFO ] [main      ] Progress: 554/970 forecasts completed (57.1%). RLMD finished in 0.8s. ETA: 1m 10s. Rate: 355.20 forecasts/min
[2025-12-04T20:57:43.286369] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:57:43.286540] [DEBUG] [REMOTE    ] EHAB: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:43.287641] [DEBUG] [LOCAL     ] Loaded configuration for EHAB: 5 features, N/A% accuracy
[2025-12-04T20:57:43.287698] [INFO ] [LOCAL     ] EHAB: Loaded 5 optimal features with 60.26% confidence from JSON config
[2025-12-04T20:57:43.288366] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-04T20:57:43.289355] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-04T20:57:43.287730] [DEBUG] [MAG       ] Building data for symbol: EHAB with lookback: 0
[2025-12-04T20:57:43.291668] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:57:43.291737] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:57:43.292523] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:57:43.294376] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-04T20:57:43.295740] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-04T20:57:43.296759] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-04T20:57:43.298316] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:43.298413] [DEBUG] [MAG       ] BHK: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:43.343467] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:57:43.344797] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-12-04T20:57:43.345505] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:43.356720] [INFO ] [LOCAL     ] BHK: Saved forecast.
[2025-12-04T20:57:43.356807] [INFO ] [main      ] BHK: Signal=1 (Conf=80.0%), Magnitude=-0.44% (Conf=43.1062%)
[2025-12-04T20:57:43.357298] [INFO ] [main      ] Fetching symbol history for SIMO...
[2025-12-04T20:57:43.357351] [DEBUG] [REMOTE    ] SIMO: Fetching historical data.
[2025-12-04T20:57:43.357678] [INFO ] [main      ] Progress: 555/970 forecasts completed (57.2%). BHK finished in 0.6s. ETA: 1m 10s. Rate: 355.52 forecasts/min
[2025-12-04T20:57:43.365167] [DEBUG] [MAG       ] BIRK: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:43.373672] [DEBUG] [REMOTE    ] SIMO: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:43.374809] [DEBUG] [LOCAL     ] Loaded configuration for SIMO: 2 features, N/A% accuracy
[2025-12-04T20:57:43.374865] [INFO ] [LOCAL     ] SIMO: Loaded 2 optimal features with 58.45% confidence from JSON config
[2025-12-04T20:57:43.374897] [DEBUG] [MAG       ] Building data for symbol: SIMO with lookback: 0
[2025-12-04T20:57:43.375952] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:57:43.376020] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:43.381057] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:57:43.382823] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:43.456249] [INFO ] [LOCAL     ] BIRK: Saved forecast.
[2025-12-04T20:57:43.456313] [INFO ] [main      ] BIRK: Signal=1 (Conf=80.0%), Magnitude=-2.11% (Conf=46.9259%)
[2025-12-04T20:57:43.456703] [INFO ] [main      ] Progress: 556/970 forecasts completed (57.3%). BIRK finished in 0.8s. ETA: 1m 10s. Rate: 355.78 forecasts/min
[2025-12-04T20:57:43.456831] [INFO ] [main      ] Fetching symbol history for ARTNA...
[2025-12-04T20:57:43.456873] [DEBUG] [REMOTE    ] ARTNA: Fetching historical data.
[2025-12-04T20:57:43.467685] [DEBUG] [REMOTE    ] ARTNA: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:43.469233] [DEBUG] [LOCAL     ] Loaded configuration for ARTNA: 6 features, N/A% accuracy
[2025-12-04T20:57:43.469284] [INFO ] [LOCAL     ] ARTNA: Loaded 6 optimal features with 61.44% confidence from JSON config
[2025-12-04T20:57:43.469314] [DEBUG] [MAG       ] Building data for symbol: ARTNA with lookback: 0
[2025-12-04T20:57:43.470105] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:57:43.470163] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:43.471937] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:43.472436] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:43.472837] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-04T20:57:43.476870] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-04T20:57:43.478368] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-04T20:57:43.479942] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:43.650088] [DEBUG] [MAG       ] EHAB: Last date is validated at 2025-12-04
[2025-12-04T20:57:43.685057] [DEBUG] [MAG       ] WD: Last date is validated at 2025-12-04
[2025-12-04T20:57:43.726453] [DEBUG] [MAG       ] SIMO: Last date is validated at 2025-12-04
[2025-12-04T20:57:43.817792] [DEBUG] [MAG       ] ARTNA: Last date is validated at 2025-12-04
[2025-12-04T20:57:43.827254] [DEBUG] [MAG       ] EHAB: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:43.856196] [DEBUG] [MAG       ] WD: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:43.902301] [DEBUG] [MAG       ] SIMO: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:43.955618] [INFO ] [LOCAL     ] WD: Saved forecast.
[2025-12-04T20:57:43.955692] [INFO ] [main      ] WD: Signal=1 (Conf=80.0%), Magnitude=3.04% (Conf=54.8388%)
[2025-12-04T20:57:43.956096] [INFO ] [main      ] Fetching symbol history for NTES...
[2025-12-04T20:57:43.956147] [DEBUG] [REMOTE    ] NTES: Fetching historical data.
[2025-12-04T20:57:43.956684] [INFO ] [main      ] Progress: 557/970 forecasts completed (57.4%). WD finished in 0.8s. ETA: 1m 10s. Rate: 354.53 forecasts/min
[2025-12-04T20:57:43.967956] [DEBUG] [REMOTE    ] NTES: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:43.968991] [DEBUG] [LOCAL     ] Loaded configuration for NTES: 5 features, N/A% accuracy
[2025-12-04T20:57:43.969053] [INFO ] [LOCAL     ] NTES: Loaded 5 optimal features with 57.18% confidence from JSON config
[2025-12-04T20:57:43.969090] [DEBUG] [MAG       ] Building data for symbol: NTES with lookback: 0
[2025-12-04T20:57:43.969232] [INFO ] [LOCAL     ] EHAB: Saved forecast.
[2025-12-04T20:57:43.969329] [INFO ] [main      ] EHAB: Signal=1 (Conf=80.0%), Magnitude=0.54% (Conf=60.2595%)
[2025-12-04T20:57:43.969538] [INFO ] [main      ] Fetching symbol history for NMIH...
[2025-12-04T20:57:43.969603] [DEBUG] [REMOTE    ] NMIH: Fetching historical data.
[2025-12-04T20:57:43.969924] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:57:43.969988] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:43.971005] [INFO ] [main      ] Progress: 558/970 forecasts completed (57.5%). EHAB finished in 0.7s. ETA: 1m 10s. Rate: 355.12 forecasts/min
[2025-12-04T20:57:43.975474] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:43.977332] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:43.977829] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:43.978212] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-04T20:57:43.984915] [DEBUG] [MAG       ] ARTNA: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:43.985091] [DEBUG] [REMOTE    ] NMIH: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:43.986126] [DEBUG] [LOCAL     ] Loaded configuration for NMIH: 4 features, N/A% accuracy
[2025-12-04T20:57:43.986184] [INFO ] [LOCAL     ] NMIH: Loaded 4 optimal features with 56.66% confidence from JSON config
[2025-12-04T20:57:43.986216] [DEBUG] [MAG       ] Building data for symbol: NMIH with lookback: 0
[2025-12-04T20:57:43.987151] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:57:43.987212] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:43.989180] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:57:43.989782] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-04T20:57:43.990804] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-04T20:57:43.991978] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:44.018618] [INFO ] [LOCAL     ] SIMO: Saved forecast.
[2025-12-04T20:57:44.018705] [INFO ] [main      ] SIMO: Signal=1 (Conf=80.0%), Magnitude=0.93% (Conf=58.4542%)
[2025-12-04T20:57:44.019074] [INFO ] [main      ] Fetching symbol history for RING...
[2025-12-04T20:57:44.019125] [DEBUG] [REMOTE    ] RING: Fetching historical data.
[2025-12-04T20:57:44.019705] [INFO ] [main      ] Progress: 559/970 forecasts completed (57.6%). SIMO finished in 0.7s. ETA: 1m 9s. Rate: 355.57 forecasts/min
[2025-12-04T20:57:44.031348] [DEBUG] [REMOTE    ] RING: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:44.032305] [DEBUG] [LOCAL     ] Loaded configuration for RING: 0 features, N/A% accuracy
[2025-12-04T20:57:44.032361] [INFO ] [LOCAL     ] RING: Loaded 0 optimal features with 58.79% confidence from JSON config
[2025-12-04T20:57:44.032393] [DEBUG] [MAG       ] Building data for symbol: RING with lookback: 0
[2025-12-04T20:57:44.033238] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-04T20:57:44.054606] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:44.057262] [INFO ] [LOCAL     ] ARTNA: Saved forecast.
[2025-12-04T20:57:44.057331] [INFO ] [main      ] ARTNA: Signal=1 (Conf=80.0%), Magnitude=-0.11% (Conf=61.4359%)
[2025-12-04T20:57:44.057491] [INFO ] [main      ] Fetching symbol history for BWAY...
[2025-12-04T20:57:44.057533] [DEBUG] [REMOTE    ] BWAY: Fetching historical data.
[2025-12-04T20:57:44.059838] [INFO ] [main      ] Progress: 560/970 forecasts completed (57.7%). ARTNA finished in 0.6s. ETA: 1m 9s. Rate: 356.05 forecasts/min
[2025-12-04T20:57:44.069064] [DEBUG] [REMOTE    ] BWAY: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:44.070022] [DEBUG] [LOCAL     ] Loaded configuration for BWAY: 6 features, N/A% accuracy
[2025-12-04T20:57:44.070077] [INFO ] [LOCAL     ] BWAY: Loaded 6 optimal features with 58.77% confidence from JSON config
[2025-12-04T20:57:44.070109] [DEBUG] [MAG       ] Building data for symbol: BWAY with lookback: 0
[2025-12-04T20:57:44.070976] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:57:44.071036] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:44.077260] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:44.079819] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:44.080434] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:44.080923] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:57:44.202279] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-04T20:57:44.204279] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:44.367959] [DEBUG] [MAG       ] NMIH: Last date is validated at 2025-12-04
[2025-12-04T20:57:44.382136] [DEBUG] [MAG       ] RING: Last date is validated at 2025-12-04
[2025-12-04T20:57:44.387798] [DEBUG] [MAG       ] NTES: Last date is validated at 2025-12-04
[2025-12-04T20:57:44.538365] [DEBUG] [MAG       ] BWAY: Last date is validated at 2025-12-04
[2025-12-04T20:57:44.543086] [DEBUG] [MAG       ] NMIH: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:44.551491] [DEBUG] [MAG       ] RING: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:44.558504] [DEBUG] [MAG       ] NTES: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:44.622675] [INFO ] [LOCAL     ] NMIH: Saved forecast.
[2025-12-04T20:57:44.622745] [INFO ] [main      ] NMIH: Signal=1 (Conf=80.0%), Magnitude=-0.93% (Conf=56.6574%)
[2025-12-04T20:57:44.622912] [INFO ] [main      ] Fetching symbol history for RPAY...
[2025-12-04T20:57:44.622956] [DEBUG] [REMOTE    ] RPAY: Fetching historical data.
[2025-12-04T20:57:44.624360] [INFO ] [main      ] Progress: 561/970 forecasts completed (57.8%). NMIH finished in 0.7s. ETA: 1m 9s. Rate: 354.57 forecasts/min
[2025-12-04T20:57:44.634381] [DEBUG] [REMOTE    ] RPAY: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:44.635372] [DEBUG] [LOCAL     ] Loaded configuration for RPAY: 1 features, N/A% accuracy
[2025-12-04T20:57:44.635425] [INFO ] [LOCAL     ] RPAY: Loaded 1 optimal features with 56.37% confidence from JSON config
[2025-12-04T20:57:44.635456] [DEBUG] [MAG       ] Building data for symbol: RPAY with lookback: 0
[2025-12-04T20:57:44.636329] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-04T20:57:44.636387] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:57:44.637376] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:44.643593] [INFO ] [LOCAL     ] RING: Saved forecast.
[2025-12-04T20:57:44.643662] [INFO ] [main      ] RING: Signal=1 (Conf=80.0%), Magnitude=-0.47% (Conf=58.7901%)
[2025-12-04T20:57:44.644035] [INFO ] [main      ] Progress: 562/970 forecasts completed (57.9%). RING finished in 0.6s. ETA: 1m 9s. Rate: 355.13 forecasts/min
[2025-12-04T20:57:44.644163] [INFO ] [main      ] Fetching symbol history for FSCO...
[2025-12-04T20:57:44.644213] [DEBUG] [REMOTE    ] FSCO: Fetching historical data.
[2025-12-04T20:57:44.659361] [DEBUG] [REMOTE    ] FSCO: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:44.660254] [DEBUG] [LOCAL     ] Loaded configuration for FSCO: 6 features, N/A% accuracy
[2025-12-04T20:57:44.660307] [INFO ] [LOCAL     ] FSCO: Loaded 6 optimal features with 63.19% confidence from JSON config
[2025-12-04T20:57:44.660338] [DEBUG] [MAG       ] Building data for symbol: FSCO with lookback: 0
[2025-12-04T20:57:44.661132] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:57:44.661189] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:44.665863] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:57:44.666792] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:57:44.669110] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-04T20:57:44.675064] [INFO ] [LOCAL     ] NTES: Saved forecast.
[2025-12-04T20:57:44.675133] [INFO ] [main      ] NTES: Signal=1 (Conf=80.0%), Magnitude=2.60% (Conf=57.1828%)
[2025-12-04T20:57:44.675510] [INFO ] [main      ] Progress: 563/970 forecasts completed (58.0%). NTES finished in 0.7s. ETA: 1m 9s. Rate: 355.64 forecasts/min
[2025-12-04T20:57:44.675726] [INFO ] [main      ] Fetching symbol history for ORLY...
[2025-12-04T20:57:44.675772] [DEBUG] [REMOTE    ] ORLY: Fetching historical data.
[2025-12-04T20:57:44.687596] [DEBUG] [REMOTE    ] ORLY: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:44.688666] [DEBUG] [LOCAL     ] Loaded configuration for ORLY: 4 features, N/A% accuracy
[2025-12-04T20:57:44.688724] [INFO ] [LOCAL     ] ORLY: Loaded 4 optimal features with 56.04% confidence from JSON config
[2025-12-04T20:57:44.688756] [DEBUG] [MAG       ] Building data for symbol: ORLY with lookback: 0
[2025-12-04T20:57:44.689568] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:57:44.689646] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:57:44.690370] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:57:44.692871] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-04T20:57:44.693661] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-04T20:57:44.695209] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:44.716640] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-04T20:57:44.717371] [DEBUG] [MAG       ] BWAY: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:44.718883] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-04T20:57:44.719638] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:44.789727] [INFO ] [LOCAL     ] BWAY: Saved forecast.
[2025-12-04T20:57:44.789797] [INFO ] [main      ] BWAY: Signal=1 (Conf=80.0%), Magnitude=-0.61% (Conf=58.7654%)
[2025-12-04T20:57:44.790144] [INFO ] [main      ] Fetching symbol history for BCTX...
[2025-12-04T20:57:44.790197] [DEBUG] [REMOTE    ] BCTX: Fetching historical data.
[2025-12-04T20:57:44.791651] [INFO ] [main      ] Progress: 564/970 forecasts completed (58.1%). BWAY finished in 0.7s. ETA: 1m 8s. Rate: 355.84 forecasts/min
[2025-12-04T20:57:44.802244] [DEBUG] [REMOTE    ] BCTX: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:44.803271] [DEBUG] [LOCAL     ] Loaded configuration for BCTX: 7 features, N/A% accuracy
[2025-12-04T20:57:44.803347] [INFO ] [LOCAL     ] BCTX: Loaded 7 optimal features with 62.00% confidence from JSON config
[2025-12-04T20:57:44.803394] [DEBUG] [MAG       ] Building data for symbol: BCTX with lookback: 0
[2025-12-04T20:57:44.804438] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-04T20:57:44.804505] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:44.809907] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:44.811963] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:57:44.812475] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-04T20:57:44.814627] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:57:44.815765] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-04T20:57:44.819999] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-04T20:57:44.842135] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:44.984609] [DEBUG] [MAG       ] RPAY: Last date is validated at 2025-12-04
[2025-12-04T20:57:45.031858] [DEBUG] [MAG       ] ORLY: Last date is validated at 2025-12-04
[2025-12-04T20:57:45.054263] [DEBUG] [MAG       ] FSCO: Last date is validated at 2025-12-04
[2025-12-04T20:57:45.149844] [DEBUG] [MAG       ] RPAY: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:45.189639] [DEBUG] [MAG       ] BCTX: Last date is validated at 2025-12-04
[2025-12-04T20:57:45.195824] [DEBUG] [MAG       ] ORLY: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:45.204983] [INFO ] [LOCAL     ] RPAY: Saved forecast.
[2025-12-04T20:57:45.205051] [INFO ] [main      ] RPAY: Signal=1 (Conf=80.0%), Magnitude=-1.02% (Conf=56.3668%)
[2025-12-04T20:57:45.205391] [INFO ] [main      ] Fetching symbol history for OLLI...
[2025-12-04T20:57:45.205438] [DEBUG] [REMOTE    ] OLLI: Fetching historical data.
[2025-12-04T20:57:45.205651] [INFO ] [main      ] Progress: 565/970 forecasts completed (58.2%). RPAY finished in 0.6s. ETA: 1m 8s. Rate: 354.92 forecasts/min
[2025-12-04T20:57:45.218599] [DEBUG] [REMOTE    ] OLLI: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:45.219456] [DEBUG] [LOCAL     ] Loaded configuration for OLLI: 6 features, N/A% accuracy
[2025-12-04T20:57:45.219511] [INFO ] [LOCAL     ] OLLI: Loaded 6 optimal features with 56.83% confidence from JSON config
[2025-12-04T20:57:45.219543] [DEBUG] [MAG       ] Building data for symbol: OLLI with lookback: 0
[2025-12-04T20:57:45.220348] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:57:45.220406] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:45.225103] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:45.226874] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:45.227358] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:57:45.227817] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:45.228208] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-04T20:57:45.229560] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:45.231896] [DEBUG] [MAG       ] FSCO: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:45.287109] [INFO ] [LOCAL     ] ORLY: Saved forecast.
[2025-12-04T20:57:45.287175] [INFO ] [main      ] ORLY: Signal=1 (Conf=80.0%), Magnitude=0.38% (Conf=56.0409%)
[2025-12-04T20:57:45.287537] [INFO ] [main      ] Progress: 566/970 forecasts completed (58.4%). ORLY finished in 0.6s. ETA: 1m 8s. Rate: 355.25 forecasts/min
[2025-12-04T20:57:45.287662] [INFO ] [main      ] Fetching symbol history for WHG...
[2025-12-04T20:57:45.287705] [DEBUG] [REMOTE    ] WHG: Fetching historical data.
[2025-12-04T20:57:45.291961] [INFO ] [LOCAL     ] FSCO: Saved forecast.
[2025-12-04T20:57:45.292026] [INFO ] [main      ] FSCO: Signal=1 (Conf=80.0%), Magnitude=1.03% (Conf=63.1907%)
[2025-12-04T20:57:45.292398] [INFO ] [main      ] Fetching symbol history for BOOM...
[2025-12-04T20:57:45.292449] [DEBUG] [REMOTE    ] BOOM: Fetching historical data.
[2025-12-04T20:57:45.292514] [INFO ] [main      ] Progress: 567/970 forecasts completed (58.5%). FSCO finished in 0.6s. ETA: 1m 8s. Rate: 355.86 forecasts/min
[2025-12-04T20:57:45.299148] [DEBUG] [REMOTE    ] WHG: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:45.300128] [DEBUG] [LOCAL     ] Loaded configuration for WHG: 1 features, N/A% accuracy
[2025-12-04T20:57:45.300516] [INFO ] [LOCAL     ] WHG: Loaded 1 optimal features with 54.38% confidence from JSON config
[2025-12-04T20:57:45.300554] [DEBUG] [MAG       ] Building data for symbol: WHG with lookback: 0
[2025-12-04T20:57:45.301359] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-04T20:57:45.301415] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:57:45.303864] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:45.306718] [DEBUG] [REMOTE    ] BOOM: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:45.307613] [DEBUG] [LOCAL     ] Loaded configuration for BOOM: 4 features, N/A% accuracy
[2025-12-04T20:57:45.307665] [INFO ] [LOCAL     ] BOOM: Loaded 4 optimal features with 58.50% confidence from JSON config
[2025-12-04T20:57:45.307698] [DEBUG] [MAG       ] Building data for symbol: BOOM with lookback: 0
[2025-12-04T20:57:45.308496] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:57:45.308559] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:45.313416] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:57:45.314399] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:57:45.360274] [DEBUG] [MAG       ] BCTX: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:45.435986] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:45.437971] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:45.513999] [INFO ] [LOCAL     ] BCTX: Saved forecast.
[2025-12-04T20:57:45.514066] [INFO ] [main      ] BCTX: Signal=1 (Conf=80.0%), Magnitude=-3.70% (Conf=62.0007%)
[2025-12-04T20:57:45.514373] [INFO ] [main      ] Fetching symbol history for NWBI...
[2025-12-04T20:57:45.514422] [DEBUG] [REMOTE    ] NWBI: Fetching historical data.
[2025-12-04T20:57:45.515312] [INFO ] [main      ] Progress: 568/970 forecasts completed (58.6%). BCTX finished in 0.7s. ETA: 1m 8s. Rate: 355.66 forecasts/min
[2025-12-04T20:57:45.525915] [DEBUG] [REMOTE    ] NWBI: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:45.527081] [DEBUG] [LOCAL     ] Loaded configuration for NWBI: 6 features, N/A% accuracy
[2025-12-04T20:57:45.527132] [INFO ] [LOCAL     ] NWBI: Loaded 6 optimal features with 56.47% confidence from JSON config
[2025-12-04T20:57:45.527162] [DEBUG] [MAG       ] Building data for symbol: NWBI with lookback: 0
[2025-12-04T20:57:45.527942] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:57:45.527999] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:45.532781] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:57:45.533724] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:57:45.562518] [DEBUG] [MAG       ] OLLI: Last date is validated at 2025-12-04
[2025-12-04T20:57:45.640966] [DEBUG] [MAG       ] WHG: Last date is validated at 2025-12-04
[2025-12-04T20:57:45.646989] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-04T20:57:45.648270] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-04T20:57:45.649518] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-04T20:57:45.652004] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:45.728343] [DEBUG] [MAG       ] OLLI: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:45.772875] [DEBUG] [MAG       ] BOOM: Last date is validated at 2025-12-04
[2025-12-04T20:57:45.809419] [DEBUG] [MAG       ] WHG: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:45.840163] [INFO ] [LOCAL     ] OLLI: Saved forecast.
[2025-12-04T20:57:45.840233] [INFO ] [main      ] OLLI: Signal=1 (Conf=80.0%), Magnitude=-1.15% (Conf=56.8336%)
[2025-12-04T20:57:45.840592] [INFO ] [main      ] Fetching symbol history for OPBK...
[2025-12-04T20:57:45.840643] [DEBUG] [REMOTE    ] OPBK: Fetching historical data.
[2025-12-04T20:57:45.840667] [INFO ] [main      ] Progress: 569/970 forecasts completed (58.7%). OLLI finished in 0.6s. ETA: 1m 8s. Rate: 355.08 forecasts/min
[2025-12-04T20:57:45.852483] [DEBUG] [REMOTE    ] OPBK: Successfully parsed 299 rows of historical data.
[2025-12-04T20:57:45.853642] [DEBUG] [LOCAL     ] Loaded configuration for OPBK: 3 features, N/A% accuracy
[2025-12-04T20:57:45.853701] [INFO ] [LOCAL     ] OPBK: Loaded 3 optimal features with 56.74% confidence from JSON config
[2025-12-04T20:57:45.853731] [DEBUG] [MAG       ] Building data for symbol: OPBK with lookback: 0
[2025-12-04T20:57:45.854615] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:57:45.854685] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:57:45.877189] [INFO ] [LOCAL     ] WHG: Saved forecast.
[2025-12-04T20:57:45.877256] [INFO ] [main      ] WHG: Signal=1 (Conf=80.0%), Magnitude=-0.72% (Conf=54.3793%)
[2025-12-04T20:57:45.877411] [INFO ] [main      ] Fetching symbol history for ONL...
[2025-12-04T20:57:45.877453] [DEBUG] [REMOTE    ] ONL: Fetching historical data.
[2025-12-04T20:57:45.878821] [INFO ] [main      ] Progress: 570/970 forecasts completed (58.8%). WHG finished in 0.6s. ETA: 1m 7s. Rate: 355.56 forecasts/min
[2025-12-04T20:57:45.889206] [DEBUG] [REMOTE    ] ONL: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:45.890286] [DEBUG] [LOCAL     ] Loaded configuration for ONL: 8 features, N/A% accuracy
[2025-12-04T20:57:45.890338] [INFO ] [LOCAL     ] ONL: Loaded 8 optimal features with 56.95% confidence from JSON config
[2025-12-04T20:57:45.890369] [DEBUG] [MAG       ] Building data for symbol: ONL with lookback: 0
[2025-12-04T20:57:45.891226] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-04T20:57:45.891289] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:45.896120] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:45.898027] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:45.898515] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:45.898912] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:57:45.899783] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-04T20:57:45.900970] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-04T20:57:45.902961] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-04T20:57:45.907001] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:45.941046] [DEBUG] [MAG       ] BOOM: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:45.963639] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:57:45.965569] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-04T20:57:45.966211] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:46.001089] [DEBUG] [MAG       ] NWBI: Last date is validated at 2025-12-04
[2025-12-04T20:57:46.013882] [INFO ] [LOCAL     ] BOOM: Saved forecast.
[2025-12-04T20:57:46.013950] [INFO ] [main      ] BOOM: Signal=1 (Conf=80.0%), Magnitude=7.99% (Conf=58.5009%)
[2025-12-04T20:57:46.014108] [INFO ] [main      ] Fetching symbol history for MS...
[2025-12-04T20:57:46.014151] [DEBUG] [REMOTE    ] MS: Fetching historical data.
[2025-12-04T20:57:46.014899] [INFO ] [main      ] Progress: 571/970 forecasts completed (58.9%). BOOM finished in 0.7s. ETA: 1m 7s. Rate: 355.68 forecasts/min
[2025-12-04T20:57:46.026464] [DEBUG] [REMOTE    ] MS: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:46.027748] [DEBUG] [LOCAL     ] Loaded configuration for MS: 5 features, N/A% accuracy
[2025-12-04T20:57:46.027803] [INFO ] [LOCAL     ] MS: Loaded 5 optimal features with 56.30% confidence from JSON config
[2025-12-04T20:57:46.027834] [DEBUG] [MAG       ] Building data for symbol: MS with lookback: 0
[2025-12-04T20:57:46.028668] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:57:46.028726] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:46.030386] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:46.030917] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:57:46.031347] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:46.031755] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-04T20:57:46.034050] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:46.165462] [DEBUG] [MAG       ] NWBI: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:46.229937] [INFO ] [LOCAL     ] NWBI: Saved forecast.
[2025-12-04T20:57:46.230003] [INFO ] [main      ] NWBI: Signal=1 (Conf=80.0%), Magnitude=0.63% (Conf=56.4686%)
[2025-12-04T20:57:46.230331] [INFO ] [main      ] Fetching symbol history for AVGO...
[2025-12-04T20:57:46.230379] [DEBUG] [REMOTE    ] AVGO: Fetching historical data.
[2025-12-04T20:57:46.230661] [INFO ] [main      ] Progress: 572/970 forecasts completed (59.0%). NWBI finished in 0.7s. ETA: 1m 7s. Rate: 355.51 forecasts/min
[2025-12-04T20:57:46.241224] [DEBUG] [REMOTE    ] AVGO: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:46.242259] [DEBUG] [LOCAL     ] Loaded configuration for AVGO: 2 features, N/A% accuracy
[2025-12-04T20:57:46.242310] [INFO ] [LOCAL     ] AVGO: Loaded 2 optimal features with 51.45% confidence from JSON config
[2025-12-04T20:57:46.242339] [DEBUG] [MAG       ] Building data for symbol: AVGO with lookback: 0
[2025-12-04T20:57:46.243112] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:57:46.243166] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:46.243565] [DEBUG] [MAG       ] ONL: Last date is validated at 2025-12-04
[2025-12-04T20:57:46.244787] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:57:46.245273] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:46.303840] [DEBUG] [MAG       ] OPBK: Last date is validated at 2025-12-04
[2025-12-04T20:57:46.367009] [DEBUG] [MAG       ] MS: Last date is validated at 2025-12-04
[2025-12-04T20:57:46.414948] [DEBUG] [MAG       ] ONL: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:46.468307] [DEBUG] [MAG       ] OPBK: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:46.479817] [INFO ] [LOCAL     ] ONL: Saved forecast.
[2025-12-04T20:57:46.479884] [INFO ] [main      ] ONL: Signal=1 (Conf=80.0%), Magnitude=0.51% (Conf=56.9528%)
[2025-12-04T20:57:46.480038] [INFO ] [main      ] Fetching symbol history for OPFI...
[2025-12-04T20:57:46.480081] [DEBUG] [REMOTE    ] OPFI: Fetching historical data.
[2025-12-04T20:57:46.481346] [INFO ] [main      ] Progress: 573/970 forecasts completed (59.1%). ONL finished in 0.6s. ETA: 1m 7s. Rate: 355.20 forecasts/min
[2025-12-04T20:57:46.491916] [DEBUG] [REMOTE    ] OPFI: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:46.493089] [DEBUG] [LOCAL     ] Loaded configuration for OPFI: 2 features, N/A% accuracy
[2025-12-04T20:57:46.493142] [INFO ] [LOCAL     ] OPFI: Loaded 2 optimal features with 49.26% confidence from JSON config
[2025-12-04T20:57:46.493172] [DEBUG] [MAG       ] Building data for symbol: OPFI with lookback: 0
[2025-12-04T20:57:46.494032] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:57:46.494091] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:46.498880] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:57:46.499747] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:46.532954] [INFO ] [LOCAL     ] OPBK: Saved forecast.
[2025-12-04T20:57:46.533032] [INFO ] [main      ] OPBK: Signal=1 (Conf=80.0%), Magnitude=1.24% (Conf=56.7437%)
[2025-12-04T20:57:46.533222] [INFO ] [main      ] Fetching symbol history for NSP...
[2025-12-04T20:57:46.533287] [DEBUG] [REMOTE    ] NSP: Fetching historical data.
[2025-12-04T20:57:46.534797] [INFO ] [main      ] Progress: 574/970 forecasts completed (59.2%). OPBK finished in 0.7s. ETA: 1m 7s. Rate: 355.63 forecasts/min
[2025-12-04T20:57:46.535875] [DEBUG] [MAG       ] MS: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:46.546242] [DEBUG] [REMOTE    ] NSP: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:46.547381] [DEBUG] [LOCAL     ] Loaded configuration for NSP: 9 features, N/A% accuracy
[2025-12-04T20:57:46.547443] [INFO ] [LOCAL     ] NSP: Loaded 9 optimal features with 52.85% confidence from JSON config
[2025-12-04T20:57:46.547504] [DEBUG] [MAG       ] Building data for symbol: NSP with lookback: 0
[2025-12-04T20:57:46.548373] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-04T20:57:46.548437] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:46.554021] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:46.556015] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:46.556516] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:46.557023] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:57:46.557773] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:57:46.595859] [DEBUG] [MAG       ] AVGO: Last date is validated at 2025-12-04
[2025-12-04T20:57:46.601416] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-04T20:57:46.602694] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:57:46.604080] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-04T20:57:46.610320] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:46.653932] [INFO ] [LOCAL     ] MS: Saved forecast.
[2025-12-04T20:57:46.653998] [INFO ] [main      ] MS: Signal=1 (Conf=80.0%), Magnitude=1.19% (Conf=56.2986%)
[2025-12-04T20:57:46.654328] [INFO ] [main      ] Fetching symbol history for FHN...
[2025-12-04T20:57:46.654377] [DEBUG] [REMOTE    ] FHN: Fetching historical data.
[2025-12-04T20:57:46.654670] [INFO ] [main      ] Progress: 575/970 forecasts completed (59.3%). MS finished in 0.6s. ETA: 1m 7s. Rate: 355.81 forecasts/min
[2025-12-04T20:57:46.665793] [DEBUG] [REMOTE    ] FHN: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:46.666721] [DEBUG] [LOCAL     ] Loaded configuration for FHN: 14 features, N/A% accuracy
[2025-12-04T20:57:46.666776] [INFO ] [LOCAL     ] FHN: Loaded 14 optimal features with 39.83% confidence from JSON config
[2025-12-04T20:57:46.666809] [DEBUG] [MAG       ] Building data for symbol: FHN with lookback: 0
[2025-12-04T20:57:46.667630] [DEBUG] [FEATURES  ] DataBuilder: Executing 14 feature methods.
[2025-12-04T20:57:46.667696] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:46.672532] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:46.674314] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:46.674829] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:46.675222] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:57:46.713060] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-04T20:57:46.715800] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-04T20:57:46.716827] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-04T20:57:46.717521] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-04T20:57:46.734520] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:57:46.735051] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:57:46.736135] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:57:46.737760] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:57:46.738799] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:57:46.739475] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:46.775886] [DEBUG] [MAG       ] AVGO: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:46.832909] [DEBUG] [MAG       ] OPFI: Last date is validated at 2025-12-04
[2025-12-04T20:57:46.931077] [INFO ] [LOCAL     ] AVGO: Saved forecast.
[2025-12-04T20:57:46.931146] [INFO ] [main      ] AVGO: Signal=1 (Conf=80.0%), Magnitude=-0.29% (Conf=51.4502%)
[2025-12-04T20:57:46.931523] [INFO ] [main      ] Fetching symbol history for PAGP...
[2025-12-04T20:57:46.931593] [DEBUG] [REMOTE    ] PAGP: Fetching historical data.
[2025-12-04T20:57:46.931670] [INFO ] [main      ] Progress: 576/970 forecasts completed (59.4%). AVGO finished in 0.7s. ETA: 1m 7s. Rate: 355.41 forecasts/min
[2025-12-04T20:57:46.943793] [DEBUG] [REMOTE    ] PAGP: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:46.944847] [DEBUG] [LOCAL     ] Loaded configuration for PAGP: 5 features, N/A% accuracy
[2025-12-04T20:57:46.944900] [INFO ] [LOCAL     ] PAGP: Loaded 5 optimal features with 57.80% confidence from JSON config
[2025-12-04T20:57:46.944934] [DEBUG] [MAG       ] Building data for symbol: PAGP with lookback: 0
[2025-12-04T20:57:46.945780] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:57:46.945840] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:46.951038] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:46.953201] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:57:46.954061] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-04T20:57:46.965637] [DEBUG] [MAG       ] NSP: Last date is validated at 2025-12-04
[2025-12-04T20:57:46.999956] [DEBUG] [MAG       ] OPFI: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:47.033167] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-04T20:57:47.034797] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:47.073454] [INFO ] [LOCAL     ] OPFI: Saved forecast.
[2025-12-04T20:57:47.073523] [INFO ] [main      ] OPFI: Signal=1 (Conf=80.0%), Magnitude=0.44% (Conf=49.2598%)
[2025-12-04T20:57:47.073726] [INFO ] [main      ] Fetching symbol history for AIRG...
[2025-12-04T20:57:47.073774] [DEBUG] [REMOTE    ] AIRG: Fetching historical data.
[2025-12-04T20:57:47.074325] [DEBUG] [MAG       ] FHN: Last date is validated at 2025-12-04
[2025-12-04T20:57:47.074958] [INFO ] [main      ] Progress: 577/970 forecasts completed (59.5%). OPFI finished in 0.6s. ETA: 1m 6s. Rate: 355.50 forecasts/min
[2025-12-04T20:57:47.085020] [DEBUG] [REMOTE    ] AIRG: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:47.086178] [DEBUG] [LOCAL     ] Loaded configuration for AIRG: 1 features, N/A% accuracy
[2025-12-04T20:57:47.086230] [INFO ] [LOCAL     ] AIRG: Loaded 1 optimal features with 49.60% confidence from JSON config
[2025-12-04T20:57:47.086260] [DEBUG] [MAG       ] Building data for symbol: AIRG with lookback: 0
[2025-12-04T20:57:47.087087] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-04T20:57:47.087143] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-04T20:57:47.087738] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:47.145212] [DEBUG] [MAG       ] NSP: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:47.241898] [DEBUG] [MAG       ] FHN: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:47.263598] [INFO ] [LOCAL     ] NSP: Saved forecast.
[2025-12-04T20:57:47.263675] [INFO ] [main      ] NSP: Signal=1 (Conf=80.0%), Magnitude=-10.67% (Conf=52.8518%)
[2025-12-04T20:57:47.263838] [INFO ] [main      ] Fetching symbol history for OPXS...
[2025-12-04T20:57:47.263881] [DEBUG] [REMOTE    ] OPXS: Fetching historical data.
[2025-12-04T20:57:47.264944] [INFO ] [main      ] Progress: 578/970 forecasts completed (59.6%). NSP finished in 0.7s. ETA: 1m 6s. Rate: 355.43 forecasts/min
[2025-12-04T20:57:47.275072] [DEBUG] [REMOTE    ] OPXS: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:47.275989] [DEBUG] [LOCAL     ] Loaded configuration for OPXS: 8 features, N/A% accuracy
[2025-12-04T20:57:47.276039] [INFO ] [LOCAL     ] OPXS: Loaded 8 optimal features with 65.11% confidence from JSON config
[2025-12-04T20:57:47.276069] [DEBUG] [MAG       ] Building data for symbol: OPXS with lookback: 0
[2025-12-04T20:57:47.276860] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-04T20:57:47.276923] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:47.278709] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:47.279208] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:47.279630] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:57:47.282012] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:57:47.336350] [INFO ] [LOCAL     ] FHN: Saved forecast.
[2025-12-04T20:57:47.336426] [INFO ] [main      ] FHN: Signal=1 (Conf=80.0%), Magnitude=2.25% (Conf=39.8297%)
[2025-12-04T20:57:47.336649] [INFO ] [main      ] Fetching symbol history for JOF...
[2025-12-04T20:57:47.336696] [DEBUG] [REMOTE    ] JOF: Fetching historical data.
[2025-12-04T20:57:47.337949] [INFO ] [main      ] Progress: 579/970 forecasts completed (59.7%). FHN finished in 0.7s. ETA: 1m 6s. Rate: 355.78 forecasts/min
[2025-12-04T20:57:47.349811] [DEBUG] [REMOTE    ] JOF: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:47.354797] [DEBUG] [LOCAL     ] Loaded configuration for JOF: 6 features, N/A% accuracy
[2025-12-04T20:57:47.354862] [INFO ] [LOCAL     ] JOF: Loaded 6 optimal features with 55.74% confidence from JSON config
[2025-12-04T20:57:47.354896] [DEBUG] [MAG       ] Building data for symbol: JOF with lookback: 0
[2025-12-04T20:57:47.355961] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:57:47.356023] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:57:47.356824] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:57:47.359215] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-04T20:57:47.360891] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-04T20:57:47.363017] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-04T20:57:47.363730] [DEBUG] [MAG       ] PAGP: Last date is validated at 2025-12-04
[2025-12-04T20:57:47.364380] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-04T20:57:47.365541] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:47.388557] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-04T20:57:47.391734] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-04T20:57:47.394366] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:57:47.395428] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:47.426885] [DEBUG] [MAG       ] AIRG: Last date is validated at 2025-12-04
[2025-12-04T20:57:47.527943] [DEBUG] [MAG       ] PAGP: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:47.594124] [INFO ] [LOCAL     ] PAGP: Saved forecast.
[2025-12-04T20:57:47.594194] [INFO ] [main      ] PAGP: Signal=1 (Conf=80.0%), Magnitude=0.11% (Conf=57.7959%)
[2025-12-04T20:57:47.594526] [INFO ] [main      ] Fetching symbol history for M...
[2025-12-04T20:57:47.594597] [DEBUG] [REMOTE    ] M: Fetching historical data.
[2025-12-04T20:57:47.594658] [INFO ] [main      ] Progress: 580/970 forecasts completed (59.8%). PAGP finished in 0.7s. ETA: 1m 6s. Rate: 355.46 forecasts/min
[2025-12-04T20:57:47.595823] [DEBUG] [MAG       ] AIRG: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:47.605378] [DEBUG] [REMOTE    ] M: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:47.606615] [DEBUG] [LOCAL     ] Loaded configuration for M: 2 features, N/A% accuracy
[2025-12-04T20:57:47.606666] [INFO ] [LOCAL     ] M: Loaded 2 optimal features with 57.10% confidence from JSON config
[2025-12-04T20:57:47.606696] [DEBUG] [MAG       ] Building data for symbol: M with lookback: 0
[2025-12-04T20:57:47.607447] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:57:47.607503] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:57:47.609848] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-04T20:57:47.612632] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:47.650097] [INFO ] [LOCAL     ] AIRG: Saved forecast.
[2025-12-04T20:57:47.650169] [INFO ] [main      ] AIRG: Signal=1 (Conf=80.0%), Magnitude=2.32% (Conf=49.598%)
[2025-12-04T20:57:47.650511] [INFO ] [main      ] Fetching symbol history for EAF...
[2025-12-04T20:57:47.650589] [DEBUG] [REMOTE    ] EAF: Fetching historical data.
[2025-12-04T20:57:47.651364] [INFO ] [main      ] Progress: 581/970 forecasts completed (59.9%). AIRG finished in 0.6s. ETA: 1m 6s. Rate: 355.86 forecasts/min
[2025-12-04T20:57:47.662263] [DEBUG] [REMOTE    ] EAF: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:47.663370] [DEBUG] [LOCAL     ] Loaded configuration for EAF: 5 features, N/A% accuracy
[2025-12-04T20:57:47.663418] [INFO ] [LOCAL     ] EAF: Loaded 5 optimal features with 49.83% confidence from JSON config
[2025-12-04T20:57:47.663448] [DEBUG] [MAG       ] Building data for symbol: EAF with lookback: 0
[2025-12-04T20:57:47.664218] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:57:47.664275] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:47.665916] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:57:47.666410] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:57:47.667307] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-04T20:57:47.669254] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-04T20:57:47.670682] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:47.720787] [DEBUG] [MAG       ] JOF: Last date is validated at 2025-12-04
[2025-12-04T20:57:47.726397] [DEBUG] [MAG       ] OPXS: Last date is validated at 2025-12-04
[2025-12-04T20:57:47.892981] [DEBUG] [MAG       ] JOF: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:47.898621] [DEBUG] [MAG       ] OPXS: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:47.941088] [DEBUG] [MAG       ] M: Last date is validated at 2025-12-04
[2025-12-04T20:57:47.952851] [INFO ] [LOCAL     ] JOF: Saved forecast.
[2025-12-04T20:57:47.952919] [INFO ] [main      ] JOF: Signal=1 (Conf=80.0%), Magnitude=0.25% (Conf=55.7379%)
[2025-12-04T20:57:47.953252] [INFO ] [main      ] Fetching symbol history for CELC...
[2025-12-04T20:57:47.953301] [DEBUG] [REMOTE    ] CELC: Fetching historical data.
[2025-12-04T20:57:47.953740] [INFO ] [main      ] Progress: 582/970 forecasts completed (60.0%). JOF finished in 0.6s. ETA: 1m 6s. Rate: 355.38 forecasts/min
[2025-12-04T20:57:47.965157] [DEBUG] [REMOTE    ] CELC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:47.965920] [DEBUG] [LOCAL     ] Loaded configuration for CELC: 6 features, N/A% accuracy
[2025-12-04T20:57:47.965970] [INFO ] [LOCAL     ] CELC: Loaded 6 optimal features with 54.12% confidence from JSON config
[2025-12-04T20:57:47.966001] [DEBUG] [MAG       ] Building data for symbol: CELC with lookback: 0
[2025-12-04T20:57:47.966788] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:57:47.966847] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:47.971776] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:47.973596] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:47.974082] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:57:47.974465] [INFO ] [LOCAL     ] OPXS: Saved forecast.
[2025-12-04T20:57:47.974529] [INFO ] [main      ] OPXS: Signal=1 (Conf=80.0%), Magnitude=5.33% (Conf=65.1141%)
[2025-12-04T20:57:47.974528] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:47.974934] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-04T20:57:47.974996] [INFO ] [main      ] Fetching symbol history for RGS...
[2025-12-04T20:57:47.975048] [DEBUG] [REMOTE    ] RGS: Fetching historical data.
[2025-12-04T20:57:47.975612] [INFO ] [main      ] Progress: 583/970 forecasts completed (60.1%). OPXS finished in 0.7s. ETA: 1m 5s. Rate: 355.91 forecasts/min
[2025-12-04T20:57:47.976188] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:47.986974] [DEBUG] [REMOTE    ] RGS: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:47.987904] [DEBUG] [LOCAL     ] Loaded configuration for RGS: 9 features, N/A% accuracy
[2025-12-04T20:57:47.987955] [INFO ] [LOCAL     ] RGS: Loaded 9 optimal features with 63.38% confidence from JSON config
[2025-12-04T20:57:47.987985] [DEBUG] [MAG       ] Building data for symbol: RGS with lookback: 0
[2025-12-04T20:57:47.988818] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-04T20:57:47.988878] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:47.990518] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:47.991022] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:47.991397] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:57:47.992147] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:57:48.011463] [DEBUG] [MAG       ] EAF: Last date is validated at 2025-12-04
[2025-12-04T20:57:48.101780] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-04T20:57:48.104163] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-04T20:57:48.104814] [DEBUG] [MAG       ] M: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:48.104936] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-04T20:57:48.107803] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-04T20:57:48.109996] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:48.178796] [INFO ] [LOCAL     ] M: Saved forecast.
[2025-12-04T20:57:48.178872] [INFO ] [main      ] M: Signal=1 (Conf=80.0%), Magnitude=0.12% (Conf=57.1024%)
[2025-12-04T20:57:48.179227] [INFO ] [main      ] Fetching symbol history for OBIO...
[2025-12-04T20:57:48.179275] [DEBUG] [REMOTE    ] OBIO: Fetching historical data.
[2025-12-04T20:57:48.179664] [INFO ] [main      ] Progress: 584/970 forecasts completed (60.2%). M finished in 0.6s. ETA: 1m 5s. Rate: 355.78 forecasts/min
[2025-12-04T20:57:48.180417] [DEBUG] [MAG       ] EAF: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:48.190205] [DEBUG] [REMOTE    ] OBIO: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:48.191472] [DEBUG] [LOCAL     ] Loaded configuration for OBIO: 9 features, N/A% accuracy
[2025-12-04T20:57:48.191526] [INFO ] [LOCAL     ] OBIO: Loaded 9 optimal features with 46.89% confidence from JSON config
[2025-12-04T20:57:48.191568] [DEBUG] [MAG       ] Building data for symbol: OBIO with lookback: 0
[2025-12-04T20:57:48.192479] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-04T20:57:48.192541] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:48.194242] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:48.194773] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:48.195145] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:57:48.195898] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:57:48.196716] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:57:48.198360] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-04T20:57:48.199568] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-04T20:57:48.201077] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-04T20:57:48.203703] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:48.270950] [INFO ] [LOCAL     ] EAF: Saved forecast.
[2025-12-04T20:57:48.271020] [INFO ] [main      ] EAF: Signal=1 (Conf=80.0%), Magnitude=-0.69% (Conf=49.8336%)
[2025-12-04T20:57:48.271393] [INFO ] [main      ] Fetching symbol history for AGYS...
[2025-12-04T20:57:48.271446] [DEBUG] [REMOTE    ] AGYS: Fetching historical data.
[2025-12-04T20:57:48.272122] [INFO ] [main      ] Progress: 585/970 forecasts completed (60.3%). EAF finished in 0.6s. ETA: 1m 5s. Rate: 356.06 forecasts/min
[2025-12-04T20:57:48.284029] [DEBUG] [REMOTE    ] AGYS: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:48.284984] [DEBUG] [LOCAL     ] Loaded configuration for AGYS: 5 features, N/A% accuracy
[2025-12-04T20:57:48.285355] [INFO ] [LOCAL     ] AGYS: Loaded 5 optimal features with 54.74% confidence from JSON config
[2025-12-04T20:57:48.285391] [DEBUG] [MAG       ] Building data for symbol: AGYS with lookback: 0
[2025-12-04T20:57:48.286299] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:57:48.286373] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:57:48.288872] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:57:48.328289] [DEBUG] [MAG       ] CELC: Last date is validated at 2025-12-04
[2025-12-04T20:57:48.401851] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-04T20:57:48.405068] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-04T20:57:48.407071] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-04T20:57:48.409909] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:48.451045] [DEBUG] [MAG       ] RGS: Last date is validated at 2025-12-04
[2025-12-04T20:57:48.501350] [DEBUG] [MAG       ] CELC: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:48.534377] [DEBUG] [MAG       ] OBIO: Last date is validated at 2025-12-04
[2025-12-04T20:57:48.621871] [DEBUG] [MAG       ] RGS: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:48.629538] [INFO ] [LOCAL     ] CELC: Saved forecast.
[2025-12-04T20:57:48.629626] [INFO ] [main      ] CELC: Signal=1 (Conf=80.0%), Magnitude=0.12% (Conf=54.1218%)
[2025-12-04T20:57:48.630084] [INFO ] [main      ] Fetching symbol history for AMTX...
[2025-12-04T20:57:48.630140] [DEBUG] [REMOTE    ] AMTX: Fetching historical data.
[2025-12-04T20:57:48.630671] [INFO ] [main      ] Progress: 586/970 forecasts completed (60.4%). CELC finished in 0.7s. ETA: 1m 5s. Rate: 355.37 forecasts/min
[2025-12-04T20:57:48.642791] [DEBUG] [REMOTE    ] AMTX: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:48.644104] [DEBUG] [LOCAL     ] Loaded configuration for AMTX: 6 features, N/A% accuracy
[2025-12-04T20:57:48.644182] [INFO ] [LOCAL     ] AMTX: Loaded 6 optimal features with 54.23% confidence from JSON config
[2025-12-04T20:57:48.644217] [DEBUG] [MAG       ] Building data for symbol: AMTX with lookback: 0
[2025-12-04T20:57:48.645154] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:57:48.645217] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:48.646976] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:48.647486] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:48.647903] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-04T20:57:48.648592] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-04T20:57:48.649615] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-04T20:57:48.654410] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:48.700996] [DEBUG] [MAG       ] OBIO: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:48.709156] [INFO ] [LOCAL     ] RGS: Saved forecast.
[2025-12-04T20:57:48.709231] [INFO ] [main      ] RGS: Signal=1 (Conf=80.0%), Magnitude=8.82% (Conf=63.3771%)
[2025-12-04T20:57:48.709611] [INFO ] [main      ] Fetching symbol history for IBCP...
[2025-12-04T20:57:48.709662] [DEBUG] [REMOTE    ] IBCP: Fetching historical data.
[2025-12-04T20:57:48.709668] [INFO ] [main      ] Progress: 587/970 forecasts completed (60.5%). RGS finished in 0.7s. ETA: 1m 5s. Rate: 355.69 forecasts/min
[2025-12-04T20:57:48.721339] [DEBUG] [REMOTE    ] IBCP: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:48.722474] [DEBUG] [LOCAL     ] Loaded configuration for IBCP: 6 features, N/A% accuracy
[2025-12-04T20:57:48.722525] [INFO ] [LOCAL     ] IBCP: Loaded 6 optimal features with 55.81% confidence from JSON config
[2025-12-04T20:57:48.722555] [DEBUG] [MAG       ] Building data for symbol: IBCP with lookback: 0
[2025-12-04T20:57:48.723365] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:57:48.723423] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:48.728173] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-04T20:57:48.761020] [DEBUG] [MAG       ] AGYS: Last date is validated at 2025-12-04
[2025-12-04T20:57:48.765816] [INFO ] [LOCAL     ] OBIO: Saved forecast.
[2025-12-04T20:57:48.765881] [INFO ] [main      ] OBIO: Signal=1 (Conf=80.0%), Magnitude=-10.89% (Conf=46.8859%)
[2025-12-04T20:57:48.766244] [INFO ] [main      ] Fetching symbol history for RILYZ...
[2025-12-04T20:57:48.766292] [DEBUG] [REMOTE    ] RILYZ: Fetching historical data.
[2025-12-04T20:57:48.767652] [INFO ] [main      ] Progress: 588/970 forecasts completed (60.6%). OBIO finished in 0.6s. ETA: 1m 4s. Rate: 356.09 forecasts/min
[2025-12-04T20:57:48.776665] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-04T20:57:48.776755] [DEBUG] [REMOTE    ] RILYZ: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:48.777693] [DEBUG] [LOCAL     ] Loaded configuration for RILYZ: 2 features, N/A% accuracy
[2025-12-04T20:57:48.777744] [INFO ] [LOCAL     ] RILYZ: Loaded 2 optimal features with 55.73% confidence from JSON config
[2025-12-04T20:57:48.777774] [DEBUG] [MAG       ] Building data for symbol: RILYZ with lookback: 0
[2025-12-04T20:57:48.777999] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-04T20:57:48.778552] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:57:48.778646] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:57:48.778855] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-04T20:57:48.779349] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:57:48.779868] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-04T20:57:48.781634] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:48.781674] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:48.931657] [DEBUG] [MAG       ] AGYS: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:48.992475] [DEBUG] [MAG       ] AMTX: Last date is validated at 2025-12-04
[2025-12-04T20:57:49.071596] [INFO ] [LOCAL     ] AGYS: Saved forecast.
[2025-12-04T20:57:49.071663] [INFO ] [main      ] AGYS: Signal=1 (Conf=80.0%), Magnitude=0.28% (Conf=54.7374%)
[2025-12-04T20:57:49.071971] [INFO ] [main      ] Fetching symbol history for VSDA...
[2025-12-04T20:57:49.072019] [DEBUG] [REMOTE    ] VSDA: Fetching historical data.
[2025-12-04T20:57:49.072828] [INFO ] [main      ] Progress: 589/970 forecasts completed (60.7%). AGYS finished in 0.8s. ETA: 1m 4s. Rate: 355.60 forecasts/min
[2025-12-04T20:57:49.083735] [DEBUG] [REMOTE    ] VSDA: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:49.084817] [DEBUG] [LOCAL     ] Loaded configuration for VSDA: 3 features, N/A% accuracy
[2025-12-04T20:57:49.084868] [INFO ] [LOCAL     ] VSDA: Loaded 3 optimal features with 50.97% confidence from JSON config
[2025-12-04T20:57:49.084899] [DEBUG] [MAG       ] Building data for symbol: VSDA with lookback: 0
[2025-12-04T20:57:49.085686] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:57:49.085743] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:49.090453] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:57:49.091270] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:57:49.092086] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:49.117826] [DEBUG] [MAG       ] RILYZ: Last date is validated at 2025-12-04
[2025-12-04T20:57:49.117911] [DEBUG] [MAG       ] IBCP: Last date is validated at 2025-12-04
[2025-12-04T20:57:49.182728] [DEBUG] [MAG       ] AMTX: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:49.243112] [INFO ] [LOCAL     ] AMTX: Saved forecast.
[2025-12-04T20:57:49.243182] [INFO ] [main      ] AMTX: Signal=1 (Conf=80.0%), Magnitude=3.00% (Conf=54.2279%)
[2025-12-04T20:57:49.243525] [INFO ] [main      ] Fetching symbol history for NRP...
[2025-12-04T20:57:49.243597] [DEBUG] [REMOTE    ] NRP: Fetching historical data.
[2025-12-04T20:57:49.243656] [INFO ] [main      ] Progress: 590/970 forecasts completed (60.8%). AMTX finished in 0.6s. ETA: 1m 4s. Rate: 355.59 forecasts/min
[2025-12-04T20:57:49.256533] [DEBUG] [REMOTE    ] NRP: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:49.257683] [DEBUG] [LOCAL     ] Loaded configuration for NRP: 6 features, N/A% accuracy
[2025-12-04T20:57:49.257743] [INFO ] [LOCAL     ] NRP: Loaded 6 optimal features with 60.67% confidence from JSON config
[2025-12-04T20:57:49.257776] [DEBUG] [MAG       ] Building data for symbol: NRP with lookback: 0
[2025-12-04T20:57:49.258634] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:57:49.258693] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:49.263394] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:49.265161] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:57:49.265637] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:49.266054] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:57:49.267700] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-04T20:57:49.269102] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:49.286392] [DEBUG] [MAG       ] RILYZ: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:49.288801] [DEBUG] [MAG       ] IBCP: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:49.353040] [INFO ] [LOCAL     ] RILYZ: Saved forecast.
[2025-12-04T20:57:49.353120] [INFO ] [main      ] RILYZ: Signal=1 (Conf=80.0%), Magnitude=3.40% (Conf=55.7271%)
[2025-12-04T20:57:49.353498] [INFO ] [main      ] Fetching symbol history for PRO...
[2025-12-04T20:57:49.353547] [DEBUG] [REMOTE    ] PRO: Fetching historical data.
[2025-12-04T20:57:49.353637] [INFO ] [main      ] Progress: 591/970 forecasts completed (60.9%). RILYZ finished in 0.6s. ETA: 1m 4s. Rate: 355.80 forecasts/min
[2025-12-04T20:57:49.364511] [DEBUG] [REMOTE    ] PRO: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:49.365657] [DEBUG] [LOCAL     ] Loaded configuration for PRO: 6 features, N/A% accuracy
[2025-12-04T20:57:49.365711] [INFO ] [LOCAL     ] PRO: Loaded 6 optimal features with 22.13% confidence from JSON config
[2025-12-04T20:57:49.365742] [DEBUG] [MAG       ] Building data for symbol: PRO with lookback: 0
[2025-12-04T20:57:49.366519] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:57:49.366598] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:49.367663] [INFO ] [LOCAL     ] IBCP: Saved forecast.
[2025-12-04T20:57:49.367733] [INFO ] [main      ] IBCP: Signal=1 (Conf=80.0%), Magnitude=1.47% (Conf=55.8111%)
[2025-12-04T20:57:49.367899] [INFO ] [main      ] Fetching symbol history for XEL...
[2025-12-04T20:57:49.367945] [DEBUG] [REMOTE    ] XEL: Fetching historical data.
[2025-12-04T20:57:49.368619] [INFO ] [main      ] Progress: 592/970 forecasts completed (61.0%). IBCP finished in 0.7s. ETA: 1m 4s. Rate: 356.35 forecasts/min
[2025-12-04T20:57:49.368287] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:49.370279] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:49.370705] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:57:49.371470] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:57:49.379277] [DEBUG] [REMOTE    ] XEL: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:49.380455] [DEBUG] [LOCAL     ] Loaded configuration for XEL: 4 features, N/A% accuracy
[2025-12-04T20:57:49.380505] [INFO ] [LOCAL     ] XEL: Loaded 4 optimal features with 53.62% confidence from JSON config
[2025-12-04T20:57:49.380536] [DEBUG] [MAG       ] Building data for symbol: XEL with lookback: 0
[2025-12-04T20:57:49.381398] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:57:49.381462] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:49.383617] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:49.384214] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:49.384706] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:57:49.385733] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:49.425856] [DEBUG] [MAG       ] VSDA: Last date is validated at 2025-12-04
[2025-12-04T20:57:49.481778] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-04T20:57:49.483394] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:49.590333] [DEBUG] [MAG       ] VSDA: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:49.606028] [DEBUG] [MAG       ] NRP: Last date is validated at 2025-12-04
[2025-12-04T20:57:49.660632] [INFO ] [LOCAL     ] VSDA: Saved forecast.
[2025-12-04T20:57:49.660695] [INFO ] [main      ] VSDA: Signal=1 (Conf=80.0%), Magnitude=0.41% (Conf=50.9712%)
[2025-12-04T20:57:49.661029] [INFO ] [main      ] Fetching symbol history for ASLE...
[2025-12-04T20:57:49.661077] [DEBUG] [REMOTE    ] ASLE: Fetching historical data.
[2025-12-04T20:57:49.661664] [INFO ] [main      ] Progress: 593/970 forecasts completed (61.1%). VSDA finished in 0.6s. ETA: 1m 4s. Rate: 355.91 forecasts/min
[2025-12-04T20:57:49.671878] [DEBUG] [REMOTE    ] ASLE: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:49.672899] [DEBUG] [LOCAL     ] Loaded configuration for ASLE: 2 features, N/A% accuracy
[2025-12-04T20:57:49.672962] [INFO ] [LOCAL     ] ASLE: Loaded 2 optimal features with 50.70% confidence from JSON config
[2025-12-04T20:57:49.672994] [DEBUG] [MAG       ] Building data for symbol: ASLE with lookback: 0
[2025-12-04T20:57:49.673769] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:57:49.673828] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:57:49.676125] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-04T20:57:49.690403] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:49.723751] [DEBUG] [MAG       ] XEL: Last date is validated at 2025-12-04
[2025-12-04T20:57:49.771186] [DEBUG] [MAG       ] NRP: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:49.822642] [DEBUG] [MAG       ] PRO: Last date is validated at 2025-12-04
[2025-12-04T20:57:49.874986] [INFO ] [LOCAL     ] NRP: Saved forecast.
[2025-12-04T20:57:49.875053] [INFO ] [main      ] NRP: Signal=1 (Conf=80.0%), Magnitude=0.23% (Conf=60.6707%)
[2025-12-04T20:57:49.875474] [INFO ] [main      ] Fetching symbol history for TECX...
[2025-12-04T20:57:49.875524] [DEBUG] [REMOTE    ] TECX: Fetching historical data.
[2025-12-04T20:57:49.875707] [INFO ] [main      ] Progress: 594/970 forecasts completed (61.2%). NRP finished in 0.6s. ETA: 1m 3s. Rate: 355.75 forecasts/min
[2025-12-04T20:57:49.886602] [DEBUG] [REMOTE    ] TECX: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:49.887661] [DEBUG] [LOCAL     ] Loaded configuration for TECX: 6 features, N/A% accuracy
[2025-12-04T20:57:49.887715] [INFO ] [LOCAL     ] TECX: Loaded 6 optimal features with 60.10% confidence from JSON config
[2025-12-04T20:57:49.887748] [DEBUG] [MAG       ] Building data for symbol: TECX with lookback: 0
[2025-12-04T20:57:49.888529] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:57:49.888606] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:49.893380] [DEBUG] [MAG       ] XEL: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:49.893281] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:57:49.897207] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-04T20:57:49.897977] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-04T20:57:49.900784] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-04T20:57:49.901412] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:57:49.902428] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:49.979047] [INFO ] [LOCAL     ] XEL: Saved forecast.
[2025-12-04T20:57:49.979119] [INFO ] [main      ] XEL: Signal=1 (Conf=80.0%), Magnitude=0.79% (Conf=53.6197%)
[2025-12-04T20:57:49.979524] [INFO ] [main      ] Fetching symbol history for SKM...
[2025-12-04T20:57:49.979591] [DEBUG] [REMOTE    ] SKM: Fetching historical data.
[2025-12-04T20:57:49.980699] [INFO ] [main      ] Progress: 595/970 forecasts completed (61.3%). XEL finished in 0.6s. ETA: 1m 3s. Rate: 355.97 forecasts/min
[2025-12-04T20:57:49.991158] [DEBUG] [REMOTE    ] SKM: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:49.993030] [DEBUG] [LOCAL     ] Loaded configuration for SKM: 3 features, N/A% accuracy
[2025-12-04T20:57:49.993080] [INFO ] [LOCAL     ] SKM: Loaded 3 optimal features with 56.35% confidence from JSON config
[2025-12-04T20:57:49.993112] [DEBUG] [MAG       ] Building data for symbol: SKM with lookback: 0
[2025-12-04T20:57:49.993920] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:57:49.993979] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-04T20:57:49.994908] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-04T20:57:49.996915] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-04T20:57:49.998264] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:50.004706] [DEBUG] [MAG       ] PRO: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:50.040380] [DEBUG] [MAG       ] ASLE: Last date is validated at 2025-12-04
[2025-12-04T20:57:50.089075] [INFO ] [LOCAL     ] PRO: Saved forecast.
[2025-12-04T20:57:50.089163] [INFO ] [main      ] PRO: Signal=1 (Conf=80.0%), Magnitude=1.11% (Conf=22.1277%)
[2025-12-04T20:57:50.089389] [INFO ] [main      ] Fetching symbol history for AEO...
[2025-12-04T20:57:50.089441] [DEBUG] [REMOTE    ] AEO: Fetching historical data.
[2025-12-04T20:57:50.090685] [INFO ] [main      ] Progress: 596/970 forecasts completed (61.4%). PRO finished in 0.7s. ETA: 1m 3s. Rate: 356.18 forecasts/min
[2025-12-04T20:57:50.103631] [DEBUG] [REMOTE    ] AEO: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:50.105111] [DEBUG] [LOCAL     ] Loaded configuration for AEO: 6 features, N/A% accuracy
[2025-12-04T20:57:50.105596] [INFO ] [LOCAL     ] AEO: Loaded 6 optimal features with 66.60% confidence from JSON config
[2025-12-04T20:57:50.105638] [DEBUG] [MAG       ] Building data for symbol: AEO with lookback: 0
[2025-12-04T20:57:50.106626] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:57:50.106699] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:50.108694] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:50.109274] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:50.109754] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:57:50.110556] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:57:50.112993] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-04T20:57:50.191691] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:50.211600] [DEBUG] [MAG       ] ASLE: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:50.239769] [DEBUG] [MAG       ] TECX: Last date is validated at 2025-12-04
[2025-12-04T20:57:50.277120] [INFO ] [LOCAL     ] ASLE: Saved forecast.
[2025-12-04T20:57:50.277203] [INFO ] [main      ] ASLE: Signal=1 (Conf=80.0%), Magnitude=2.59% (Conf=50.7013%)
[2025-12-04T20:57:50.277595] [INFO ] [main      ] Fetching symbol history for ASPN...
[2025-12-04T20:57:50.277653] [DEBUG] [REMOTE    ] ASPN: Fetching historical data.
[2025-12-04T20:57:50.277722] [INFO ] [main      ] Progress: 597/970 forecasts completed (61.5%). ASLE finished in 0.6s. ETA: 1m 3s. Rate: 356.11 forecasts/min
[2025-12-04T20:57:50.290693] [DEBUG] [REMOTE    ] ASPN: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:50.291723] [DEBUG] [LOCAL     ] Loaded configuration for ASPN: 10 features, N/A% accuracy
[2025-12-04T20:57:50.291785] [INFO ] [LOCAL     ] ASPN: Loaded 10 optimal features with 55.95% confidence from JSON config
[2025-12-04T20:57:50.291817] [DEBUG] [MAG       ] Building data for symbol: ASPN with lookback: 0
[2025-12-04T20:57:50.292650] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-04T20:57:50.292712] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:50.297598] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:50.299439] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:50.299930] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:57:50.300352] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:50.300779] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:57:50.301523] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:57:50.302380] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:57:50.304823] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-04T20:57:50.305541] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-04T20:57:50.307119] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:50.335707] [DEBUG] [MAG       ] SKM: Last date is validated at 2025-12-04
[2025-12-04T20:57:50.406628] [DEBUG] [MAG       ] TECX: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:50.505948] [DEBUG] [MAG       ] SKM: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:50.558123] [INFO ] [LOCAL     ] TECX: Saved forecast.
[2025-12-04T20:57:50.558195] [INFO ] [main      ] TECX: Signal=1 (Conf=80.0%), Magnitude=2.82% (Conf=60.1027%)
[2025-12-04T20:57:50.558655] [INFO ] [main      ] Fetching symbol history for PEO...
[2025-12-04T20:57:50.558707] [DEBUG] [REMOTE    ] PEO: Fetching historical data.
[2025-12-04T20:57:50.558710] [INFO ] [main      ] Progress: 598/970 forecasts completed (61.6%). TECX finished in 0.7s. ETA: 1m 3s. Rate: 355.72 forecasts/min
[2025-12-04T20:57:50.568361] [DEBUG] [MAG       ] AEO: Last date is validated at 2025-12-04
[2025-12-04T20:57:50.570041] [DEBUG] [REMOTE    ] PEO: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:50.571204] [DEBUG] [LOCAL     ] Loaded configuration for PEO: 6 features, N/A% accuracy
[2025-12-04T20:57:50.571253] [INFO ] [LOCAL     ] PEO: Loaded 6 optimal features with 52.78% confidence from JSON config
[2025-12-04T20:57:50.571284] [DEBUG] [MAG       ] Building data for symbol: PEO with lookback: 0
[2025-12-04T20:57:50.572078] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:57:50.572136] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:50.573601] [INFO ] [LOCAL     ] SKM: Saved forecast.
[2025-12-04T20:57:50.573680] [INFO ] [main      ] SKM: Signal=1 (Conf=80.0%), Magnitude=0.82% (Conf=56.3521%)
[2025-12-04T20:57:50.573843] [INFO ] [main      ] Fetching symbol history for UHG...
[2025-12-04T20:57:50.573887] [DEBUG] [REMOTE    ] UHG: Fetching historical data.
[2025-12-04T20:57:50.575708] [INFO ] [main      ] Progress: 599/970 forecasts completed (61.8%). SKM finished in 0.6s. ETA: 1m 2s. Rate: 356.25 forecasts/min
[2025-12-04T20:57:50.577266] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:50.579014] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:50.579465] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:50.579869] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:57:50.582145] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-04T20:57:50.583465] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:50.586788] [DEBUG] [REMOTE    ] UHG: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:50.587848] [DEBUG] [LOCAL     ] Loaded configuration for UHG: 2 features, N/A% accuracy
[2025-12-04T20:57:50.587905] [INFO ] [LOCAL     ] UHG: Loaded 2 optimal features with 52.68% confidence from JSON config
[2025-12-04T20:57:50.587937] [DEBUG] [MAG       ] Building data for symbol: UHG with lookback: 0
[2025-12-04T20:57:50.588783] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:57:50.588855] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:57:50.589746] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-04T20:57:50.591018] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:50.652323] [DEBUG] [MAG       ] ASPN: Last date is validated at 2025-12-04
[2025-12-04T20:57:50.754312] [DEBUG] [MAG       ] AEO: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:50.825335] [DEBUG] [MAG       ] ASPN: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:50.843223] [INFO ] [LOCAL     ] AEO: Saved forecast.
[2025-12-04T20:57:50.843320] [INFO ] [main      ] AEO: Signal=1 (Conf=80.0%), Magnitude=1.56% (Conf=66.6046%)
[2025-12-04T20:57:50.843830] [INFO ] [main      ] Fetching symbol history for SNA...
[2025-12-04T20:57:50.843896] [DEBUG] [REMOTE    ] SNA: Fetching historical data.
[2025-12-04T20:57:50.844688] [INFO ] [main      ] Progress: 600/970 forecasts completed (61.9%). AEO finished in 0.8s. ETA: 1m 2s. Rate: 355.90 forecasts/min
[2025-12-04T20:57:50.858879] [DEBUG] [REMOTE    ] SNA: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:50.860298] [DEBUG] [LOCAL     ] Loaded configuration for SNA: 6 features, N/A% accuracy
[2025-12-04T20:57:50.860355] [INFO ] [LOCAL     ] SNA: Loaded 6 optimal features with 55.38% confidence from JSON config
[2025-12-04T20:57:50.860389] [DEBUG] [MAG       ] Building data for symbol: SNA with lookback: 0
[2025-12-04T20:57:50.861362] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:57:50.861425] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:50.866978] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:57:50.868161] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:57:50.917217] [DEBUG] [MAG       ] PEO: Last date is validated at 2025-12-04
[2025-12-04T20:57:50.918650] [INFO ] [LOCAL     ] ASPN: Saved forecast.
[2025-12-04T20:57:50.918716] [INFO ] [main      ] ASPN: Signal=1 (Conf=80.0%), Magnitude=9.37% (Conf=55.9453%)
[2025-12-04T20:57:50.918876] [INFO ] [main      ] Fetching symbol history for WEN...
[2025-12-04T20:57:50.918918] [DEBUG] [REMOTE    ] WEN: Fetching historical data.
[2025-12-04T20:57:50.921670] [INFO ] [main      ] Progress: 601/970 forecasts completed (62.0%). ASPN finished in 0.6s. ETA: 1m 2s. Rate: 356.22 forecasts/min
[2025-12-04T20:57:50.930845] [DEBUG] [REMOTE    ] WEN: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:50.931969] [DEBUG] [LOCAL     ] Loaded configuration for WEN: 4 features, N/A% accuracy
[2025-12-04T20:57:50.932020] [INFO ] [LOCAL     ] WEN: Loaded 4 optimal features with 55.24% confidence from JSON config
[2025-12-04T20:57:50.932051] [DEBUG] [MAG       ] Building data for symbol: WEN with lookback: 0
[2025-12-04T20:57:50.932906] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:57:50.932968] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:57:50.933857] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:57:50.935274] [DEBUG] [MAG       ] UHG: Last date is validated at 2025-12-04
[2025-12-04T20:57:50.935613] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-04T20:57:50.936842] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-04T20:57:50.938468] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:50.984701] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-04T20:57:51.036815] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-04T20:57:51.040308] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-04T20:57:51.041752] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:51.085664] [DEBUG] [MAG       ] PEO: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:51.109565] [DEBUG] [MAG       ] UHG: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:51.154361] [INFO ] [LOCAL     ] PEO: Saved forecast.
[2025-12-04T20:57:51.154430] [INFO ] [main      ] PEO: Signal=1 (Conf=80.0%), Magnitude=0.41% (Conf=52.7843%)
[2025-12-04T20:57:51.154610] [INFO ] [main      ] Fetching symbol history for FBP...
[2025-12-04T20:57:51.154654] [DEBUG] [REMOTE    ] FBP: Fetching historical data.
[2025-12-04T20:57:51.155046] [INFO ] [main      ] Progress: 602/970 forecasts completed (62.1%). PEO finished in 0.6s. ETA: 1m 2s. Rate: 355.99 forecasts/min
[2025-12-04T20:57:51.166504] [DEBUG] [REMOTE    ] FBP: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:51.167522] [DEBUG] [LOCAL     ] Loaded configuration for FBP: 6 features, N/A% accuracy
[2025-12-04T20:57:51.167607] [INFO ] [LOCAL     ] FBP: Loaded 6 optimal features with 57.39% confidence from JSON config
[2025-12-04T20:57:51.167641] [DEBUG] [MAG       ] Building data for symbol: FBP with lookback: 0
[2025-12-04T20:57:51.168424] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:57:51.168481] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:51.173167] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:51.174885] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:57:51.175339] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:51.175618] [INFO ] [LOCAL     ] UHG: Saved forecast.
[2025-12-04T20:57:51.175723] [INFO ] [main      ] UHG: Signal=1 (Conf=80.0%), Magnitude=7.72% (Conf=52.6831%)
[2025-12-04T20:57:51.175806] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-04T20:57:51.176178] [INFO ] [main      ] Progress: 603/970 forecasts completed (62.2%). UHG finished in 0.6s. ETA: 1m 2s. Rate: 356.51 forecasts/min
[2025-12-04T20:57:51.176325] [INFO ] [main      ] Fetching symbol history for MGM...
[2025-12-04T20:57:51.176372] [DEBUG] [REMOTE    ] MGM: Fetching historical data.
[2025-12-04T20:57:51.189340] [DEBUG] [REMOTE    ] MGM: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:51.190486] [DEBUG] [LOCAL     ] Loaded configuration for MGM: 4 features, N/A% accuracy
[2025-12-04T20:57:51.190543] [INFO ] [LOCAL     ] MGM: Loaded 4 optimal features with 43.65% confidence from JSON config
[2025-12-04T20:57:51.190595] [DEBUG] [MAG       ] Building data for symbol: MGM with lookback: 0
[2025-12-04T20:57:51.191516] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:57:51.191606] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:51.196912] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:57:51.197826] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-04T20:57:51.199000] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-04T20:57:51.201797] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:51.224403] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-04T20:57:51.225443] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:51.291111] [DEBUG] [MAG       ] WEN: Last date is validated at 2025-12-04
[2025-12-04T20:57:51.402148] [DEBUG] [MAG       ] SNA: Last date is validated at 2025-12-04
[2025-12-04T20:57:51.456708] [DEBUG] [MAG       ] WEN: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:51.522623] [INFO ] [LOCAL     ] WEN: Saved forecast.
[2025-12-04T20:57:51.522694] [INFO ] [main      ] WEN: Signal=1 (Conf=80.0%), Magnitude=0.53% (Conf=55.2417%)
[2025-12-04T20:57:51.523084] [INFO ] [main      ] Fetching symbol history for OPTX...
[2025-12-04T20:57:51.523134] [DEBUG] [REMOTE    ] OPTX: Fetching historical data.
[2025-12-04T20:57:51.524751] [INFO ] [main      ] Progress: 604/970 forecasts completed (62.3%). WEN finished in 0.6s. ETA: 1m 2s. Rate: 355.88 forecasts/min
[2025-12-04T20:57:51.535651] [DEBUG] [REMOTE    ] OPTX: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:51.536832] [DEBUG] [LOCAL     ] Loaded configuration for OPTX: 3 features, N/A% accuracy
[2025-12-04T20:57:51.536886] [INFO ] [LOCAL     ] OPTX: Loaded 3 optimal features with 62.98% confidence from JSON config
[2025-12-04T20:57:51.536917] [DEBUG] [MAG       ] Building data for symbol: OPTX with lookback: 0
[2025-12-04T20:57:51.537726] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:57:51.537786] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:57:51.540254] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-04T20:57:51.541361] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-04T20:57:51.544056] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:51.559800] [DEBUG] [MAG       ] FBP: Last date is validated at 2025-12-04
[2025-12-04T20:57:51.569074] [DEBUG] [MAG       ] MGM: Last date is validated at 2025-12-04
[2025-12-04T20:57:51.576886] [DEBUG] [MAG       ] SNA: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:51.712967] [INFO ] [LOCAL     ] SNA: Saved forecast.
[2025-12-04T20:57:51.713049] [INFO ] [main      ] SNA: Signal=1 (Conf=80.0%), Magnitude=1.18% (Conf=55.3843%)
[2025-12-04T20:57:51.713539] [INFO ] [main      ] Fetching symbol history for NBHC...
[2025-12-04T20:57:51.713608] [DEBUG] [REMOTE    ] NBHC: Fetching historical data.
[2025-12-04T20:57:51.714718] [INFO ] [main      ] Progress: 605/970 forecasts completed (62.4%). SNA finished in 0.9s. ETA: 1m 2s. Rate: 355.80 forecasts/min
[2025-12-04T20:57:51.726289] [DEBUG] [MAG       ] FBP: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:51.726965] [DEBUG] [REMOTE    ] NBHC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:51.728302] [DEBUG] [LOCAL     ] Loaded configuration for NBHC: 0 features, N/A% accuracy
[2025-12-04T20:57:51.728361] [INFO ] [LOCAL     ] NBHC: Loaded 0 optimal features with 54.14% confidence from JSON config
[2025-12-04T20:57:51.728398] [DEBUG] [MAG       ] Building data for symbol: NBHC with lookback: 0
[2025-12-04T20:57:51.729303] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-04T20:57:51.750983] [DEBUG] [MAG       ] MGM: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:51.797201] [INFO ] [LOCAL     ] FBP: Saved forecast.
[2025-12-04T20:57:51.797267] [INFO ] [main      ] FBP: Signal=1 (Conf=80.0%), Magnitude=0.55% (Conf=57.3942%)
[2025-12-04T20:57:51.797422] [INFO ] [main      ] Fetching symbol history for AJG...
[2025-12-04T20:57:51.797466] [DEBUG] [REMOTE    ] AJG: Fetching historical data.
[2025-12-04T20:57:51.797977] [INFO ] [main      ] Progress: 606/970 forecasts completed (62.5%). FBP finished in 0.6s. ETA: 1m 1s. Rate: 356.10 forecasts/min
[2025-12-04T20:57:51.809300] [DEBUG] [REMOTE    ] AJG: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:51.810232] [DEBUG] [LOCAL     ] Loaded configuration for AJG: 4 features, N/A% accuracy
[2025-12-04T20:57:51.810287] [INFO ] [LOCAL     ] AJG: Loaded 4 optimal features with 52.10% confidence from JSON config
[2025-12-04T20:57:51.810319] [DEBUG] [MAG       ] Building data for symbol: AJG with lookback: 0
[2025-12-04T20:57:51.811111] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:57:51.811167] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:51.812830] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:51.813500] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:51.813898] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:57:51.845289] [INFO ] [LOCAL     ] MGM: Saved forecast.
[2025-12-04T20:57:51.845359] [INFO ] [main      ] MGM: Signal=1 (Conf=80.0%), Magnitude=-3.00% (Conf=43.6464%)
[2025-12-04T20:57:51.845532] [INFO ] [main      ] Fetching symbol history for NC...
[2025-12-04T20:57:51.845592] [DEBUG] [REMOTE    ] NC: Fetching historical data.
[2025-12-04T20:57:51.846860] [INFO ] [main      ] Progress: 607/970 forecasts completed (62.6%). MGM finished in 0.7s. ETA: 1m 1s. Rate: 356.52 forecasts/min
[2025-12-04T20:57:51.853754] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:51.857809] [DEBUG] [REMOTE    ] NC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:51.858895] [DEBUG] [LOCAL     ] Loaded configuration for NC: 8 features, N/A% accuracy
[2025-12-04T20:57:51.858949] [INFO ] [LOCAL     ] NC: Loaded 8 optimal features with 57.52% confidence from JSON config
[2025-12-04T20:57:51.858982] [DEBUG] [MAG       ] Building data for symbol: NC with lookback: 0
[2025-12-04T20:57:51.859958] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-04T20:57:51.860020] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:51.865155] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:51.867073] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:51.867551] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:51.867966] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:57:51.868731] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:57:51.870464] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-04T20:57:51.872725] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-04T20:57:51.877324] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:51.907978] [DEBUG] [MAG       ] OPTX: Last date is validated at 2025-12-04
[2025-12-04T20:57:52.076570] [DEBUG] [MAG       ] NBHC: Last date is validated at 2025-12-04
[2025-12-04T20:57:52.084612] [DEBUG] [MAG       ] OPTX: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:52.145433] [INFO ] [LOCAL     ] OPTX: Saved forecast.
[2025-12-04T20:57:52.145501] [INFO ] [main      ] OPTX: Signal=1 (Conf=80.0%), Magnitude=30.21% (Conf=62.9776%)
[2025-12-04T20:57:52.145685] [INFO ] [main      ] Fetching symbol history for TREX...
[2025-12-04T20:57:52.145733] [DEBUG] [REMOTE    ] TREX: Fetching historical data.
[2025-12-04T20:57:52.147685] [INFO ] [main      ] Progress: 608/970 forecasts completed (62.7%). OPTX finished in 0.6s. ETA: 1m 1s. Rate: 356.06 forecasts/min
[2025-12-04T20:57:52.158515] [DEBUG] [REMOTE    ] TREX: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:52.159519] [DEBUG] [LOCAL     ] Loaded configuration for TREX: 9 features, N/A% accuracy
[2025-12-04T20:57:52.159592] [INFO ] [LOCAL     ] TREX: Loaded 9 optimal features with 50.85% confidence from JSON config
[2025-12-04T20:57:52.159628] [DEBUG] [MAG       ] Building data for symbol: TREX with lookback: 0
[2025-12-04T20:57:52.162731] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-04T20:57:52.162806] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:52.167779] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:52.169623] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:52.170120] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:52.170513] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:57:52.187778] [DEBUG] [MAG       ] AJG: Last date is validated at 2025-12-04
[2025-12-04T20:57:52.210175] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-04T20:57:52.242495] [DEBUG] [MAG       ] NC: Last date is validated at 2025-12-04
[2025-12-04T20:57:52.251075] [DEBUG] [MAG       ] NBHC: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:52.262115] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-04T20:57:52.265217] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-04T20:57:52.265947] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:57:52.266980] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:52.332036] [INFO ] [LOCAL     ] NBHC: Saved forecast.
[2025-12-04T20:57:52.332125] [INFO ] [main      ] NBHC: Signal=1 (Conf=80.0%), Magnitude=-1.17% (Conf=54.1425%)
[2025-12-04T20:57:52.332603] [INFO ] [main      ] Fetching symbol history for ALCO...
[2025-12-04T20:57:52.332655] [DEBUG] [REMOTE    ] ALCO: Fetching historical data.
[2025-12-04T20:57:52.332687] [INFO ] [main      ] Progress: 609/970 forecasts completed (62.8%). NBHC finished in 0.6s. ETA: 1m 1s. Rate: 356.00 forecasts/min
[2025-12-04T20:57:52.345826] [DEBUG] [REMOTE    ] ALCO: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:52.346958] [DEBUG] [LOCAL     ] Loaded configuration for ALCO: 5 features, N/A% accuracy
[2025-12-04T20:57:52.347015] [INFO ] [LOCAL     ] ALCO: Loaded 5 optimal features with 48.96% confidence from JSON config
[2025-12-04T20:57:52.347047] [DEBUG] [MAG       ] Building data for symbol: ALCO with lookback: 0
[2025-12-04T20:57:52.347934] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:57:52.347992] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:52.349809] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:52.350436] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:52.350848] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:57:52.351370] [DEBUG] [MAG       ] AJG: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:52.352514] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-04T20:57:52.354774] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:52.421762] [DEBUG] [MAG       ] NC: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:52.482562] [INFO ] [LOCAL     ] AJG: Saved forecast.
[2025-12-04T20:57:52.482654] [INFO ] [main      ] AJG: Signal=1 (Conf=80.0%), Magnitude=-0.51% (Conf=52.103%)
[2025-12-04T20:57:52.483029] [INFO ] [main      ] Fetching symbol history for TME...
[2025-12-04T20:57:52.483078] [DEBUG] [REMOTE    ] TME: Fetching historical data.
[2025-12-04T20:57:52.483073] [INFO ] [main      ] Progress: 610/970 forecasts completed (62.9%). AJG finished in 0.7s. ETA: 1m 1s. Rate: 356.06 forecasts/min
[2025-12-04T20:57:52.496190] [DEBUG] [REMOTE    ] TME: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:52.497101] [DEBUG] [LOCAL     ] Loaded configuration for TME: 6 features, N/A% accuracy
[2025-12-04T20:57:52.497150] [INFO ] [LOCAL     ] TME: Loaded 6 optimal features with 51.16% confidence from JSON config
[2025-12-04T20:57:52.497179] [DEBUG] [MAG       ] Building data for symbol: TME with lookback: 0
[2025-12-04T20:57:52.497974] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:57:52.498033] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:52.502725] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:52.504452] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:52.504927] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:52.505299] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:57:52.506024] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:57:52.508241] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:52.517051] [INFO ] [LOCAL     ] NC: Saved forecast.
[2025-12-04T20:57:52.517127] [INFO ] [main      ] NC: Signal=1 (Conf=80.0%), Magnitude=-0.39% (Conf=57.5236%)
[2025-12-04T20:57:52.517662] [INFO ] [main      ] Fetching symbol history for ESCA...
[2025-12-04T20:57:52.517710] [DEBUG] [REMOTE    ] ESCA: Fetching historical data.
[2025-12-04T20:57:52.519918] [INFO ] [main      ] Progress: 611/970 forecasts completed (63.0%). NC finished in 0.7s. ETA: 1m 0s. Rate: 356.52 forecasts/min
[2025-12-04T20:57:52.530442] [DEBUG] [REMOTE    ] ESCA: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:52.531331] [DEBUG] [LOCAL     ] Loaded configuration for ESCA: 7 features, N/A% accuracy
[2025-12-04T20:57:52.531383] [INFO ] [LOCAL     ] ESCA: Loaded 7 optimal features with 59.21% confidence from JSON config
[2025-12-04T20:57:52.531415] [DEBUG] [MAG       ] Building data for symbol: ESCA with lookback: 0
[2025-12-04T20:57:52.532245] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-04T20:57:52.532307] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-04T20:57:52.533380] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-04T20:57:52.534996] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-04T20:57:52.535873] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:52.537793] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:57:52.538318] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:57:52.539560] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-04T20:57:52.541791] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:52.604644] [DEBUG] [MAG       ] TREX: Last date is validated at 2025-12-04
[2025-12-04T20:57:52.695718] [DEBUG] [MAG       ] ALCO: Last date is validated at 2025-12-04
[2025-12-04T20:57:52.776485] [DEBUG] [MAG       ] TREX: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:52.839199] [DEBUG] [MAG       ] TME: Last date is validated at 2025-12-04
[2025-12-04T20:57:52.861783] [DEBUG] [MAG       ] ALCO: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:52.880180] [INFO ] [LOCAL     ] TREX: Saved forecast.
[2025-12-04T20:57:52.880253] [INFO ] [main      ] TREX: Signal=1 (Conf=80.0%), Magnitude=-1.35% (Conf=50.8476%)
[2025-12-04T20:57:52.880619] [INFO ] [main      ] Fetching symbol history for INO...
[2025-12-04T20:57:52.880672] [DEBUG] [REMOTE    ] INO: Fetching historical data.
[2025-12-04T20:57:52.880685] [INFO ] [main      ] Progress: 612/970 forecasts completed (63.1%). TREX finished in 0.7s. ETA: 1m 0s. Rate: 355.85 forecasts/min
[2025-12-04T20:57:52.892566] [DEBUG] [REMOTE    ] INO: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:52.893484] [DEBUG] [LOCAL     ] Loaded configuration for INO: 3 features, N/A% accuracy
[2025-12-04T20:57:52.893534] [INFO ] [LOCAL     ] INO: Loaded 3 optimal features with 55.06% confidence from JSON config
[2025-12-04T20:57:52.893564] [DEBUG] [MAG       ] Building data for symbol: INO with lookback: 0
[2025-12-04T20:57:52.894356] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:57:52.894414] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:52.899086] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:57:52.902124] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-04T20:57:52.902698] [DEBUG] [MAG       ] ESCA: Last date is validated at 2025-12-04
[2025-12-04T20:57:52.904011] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:52.947117] [INFO ] [LOCAL     ] ALCO: Saved forecast.
[2025-12-04T20:57:52.947205] [INFO ] [main      ] ALCO: Signal=1 (Conf=80.0%), Magnitude=-0.01% (Conf=48.9564%)
[2025-12-04T20:57:52.947428] [INFO ] [main      ] Fetching symbol history for PDM...
[2025-12-04T20:57:52.947473] [DEBUG] [REMOTE    ] PDM: Fetching historical data.
[2025-12-04T20:57:52.949677] [INFO ] [main      ] Progress: 613/970 forecasts completed (63.2%). ALCO finished in 0.6s. ETA: 1m 0s. Rate: 356.20 forecasts/min
[2025-12-04T20:57:52.960413] [DEBUG] [REMOTE    ] PDM: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:52.961375] [DEBUG] [LOCAL     ] Loaded configuration for PDM: 7 features, N/A% accuracy
[2025-12-04T20:57:52.961463] [INFO ] [LOCAL     ] PDM: Loaded 7 optimal features with 46.08% confidence from JSON config
[2025-12-04T20:57:52.961494] [DEBUG] [MAG       ] Building data for symbol: PDM with lookback: 0
[2025-12-04T20:57:52.962390] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-04T20:57:52.962451] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:52.967217] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:52.969115] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:52.969677] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:57:52.970111] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:52.970537] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:57:52.972968] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-04T20:57:52.977208] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:53.005673] [DEBUG] [MAG       ] TME: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:53.074329] [DEBUG] [MAG       ] ESCA: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:53.085326] [INFO ] [LOCAL     ] TME: Saved forecast.
[2025-12-04T20:57:53.085394] [INFO ] [main      ] TME: Signal=1 (Conf=80.0%), Magnitude=-1.30% (Conf=51.1596%)
[2025-12-04T20:57:53.087284] [INFO ] [main      ] Fetching symbol history for YELP...
[2025-12-04T20:57:53.087329] [DEBUG] [REMOTE    ] YELP: Fetching historical data.
[2025-12-04T20:57:53.088672] [INFO ] [main      ] Progress: 614/970 forecasts completed (63.3%). TME finished in 0.6s. ETA: 59.9s. Rate: 356.30 forecasts/min
[2025-12-04T20:57:53.101068] [DEBUG] [REMOTE    ] YELP: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:53.102955] [DEBUG] [LOCAL     ] Loaded configuration for YELP: 4 features, N/A% accuracy
[2025-12-04T20:57:53.103006] [INFO ] [LOCAL     ] YELP: Loaded 4 optimal features with 66.79% confidence from JSON config
[2025-12-04T20:57:53.103037] [DEBUG] [MAG       ] Building data for symbol: YELP with lookback: 0
[2025-12-04T20:57:53.103819] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:57:53.103876] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:53.105510] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:53.106023] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:53.106397] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-04T20:57:53.108352] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:53.212863] [INFO ] [LOCAL     ] ESCA: Saved forecast.
[2025-12-04T20:57:53.212938] [INFO ] [main      ] ESCA: Signal=1 (Conf=80.0%), Magnitude=3.07% (Conf=59.2127%)
[2025-12-04T20:57:53.213101] [INFO ] [main      ] Fetching symbol history for BPOP...
[2025-12-04T20:57:53.213146] [DEBUG] [REMOTE    ] BPOP: Fetching historical data.
[2025-12-04T20:57:53.214029] [INFO ] [main      ] Progress: 615/970 forecasts completed (63.4%). ESCA finished in 0.7s. ETA: 59.8s. Rate: 356.45 forecasts/min
[2025-12-04T20:57:53.228543] [DEBUG] [REMOTE    ] BPOP: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:53.229661] [DEBUG] [LOCAL     ] Loaded configuration for BPOP: 3 features, N/A% accuracy
[2025-12-04T20:57:53.229719] [INFO ] [LOCAL     ] BPOP: Loaded 3 optimal features with 64.37% confidence from JSON config
[2025-12-04T20:57:53.229752] [DEBUG] [MAG       ] Building data for symbol: BPOP with lookback: 0
[2025-12-04T20:57:53.230605] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:57:53.230675] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:57:53.233171] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:57:53.247521] [DEBUG] [MAG       ] INO: Last date is validated at 2025-12-04
[2025-12-04T20:57:53.323610] [DEBUG] [MAG       ] PDM: Last date is validated at 2025-12-04
[2025-12-04T20:57:53.350592] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-04T20:57:53.351758] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:53.411093] [DEBUG] [MAG       ] INO: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:53.437151] [DEBUG] [MAG       ] YELP: Last date is validated at 2025-12-04
[2025-12-04T20:57:53.471924] [INFO ] [LOCAL     ] INO: Saved forecast.
[2025-12-04T20:57:53.471993] [INFO ] [main      ] INO: Signal=1 (Conf=80.0%), Magnitude=2.76% (Conf=55.0595%)
[2025-12-04T20:57:53.472340] [INFO ] [main      ] Fetching symbol history for CNX...
[2025-12-04T20:57:53.472396] [DEBUG] [REMOTE    ] CNX: Fetching historical data.
[2025-12-04T20:57:53.472661] [INFO ] [main      ] Progress: 616/970 forecasts completed (63.5%). INO finished in 0.6s. ETA: 59.6s. Rate: 356.14 forecasts/min
[2025-12-04T20:57:53.484706] [DEBUG] [REMOTE    ] CNX: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:53.486362] [DEBUG] [LOCAL     ] Loaded configuration for CNX: 3 features, N/A% accuracy
[2025-12-04T20:57:53.486431] [INFO ] [LOCAL     ] CNX: Loaded 3 optimal features with 46.28% confidence from JSON config
[2025-12-04T20:57:53.486471] [DEBUG] [MAG       ] Building data for symbol: CNX with lookback: 0
[2025-12-04T20:57:53.487443] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:57:53.487509] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:53.493615] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:57:53.495122] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-04T20:57:53.496810] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:53.497780] [DEBUG] [MAG       ] PDM: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:53.564646] [INFO ] [LOCAL     ] PDM: Saved forecast.
[2025-12-04T20:57:53.565114] [INFO ] [main      ] PDM: Signal=1 (Conf=80.0%), Magnitude=-0.42% (Conf=46.0776%)
[2025-12-04T20:57:53.565314] [INFO ] [main      ] Fetching symbol history for SD...
[2025-12-04T20:57:53.565357] [DEBUG] [REMOTE    ] SD: Fetching historical data.
[2025-12-04T20:57:53.567667] [INFO ] [main      ] Progress: 617/970 forecasts completed (63.6%). PDM finished in 0.6s. ETA: 59.4s. Rate: 356.39 forecasts/min
[2025-12-04T20:57:53.578991] [DEBUG] [REMOTE    ] SD: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:53.580346] [DEBUG] [LOCAL     ] Loaded configuration for SD: 7 features, N/A% accuracy
[2025-12-04T20:57:53.580400] [INFO ] [LOCAL     ] SD: Loaded 7 optimal features with 56.80% confidence from JSON config
[2025-12-04T20:57:53.580430] [DEBUG] [MAG       ] Building data for symbol: SD with lookback: 0
[2025-12-04T20:57:53.581337] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-04T20:57:53.581400] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:53.586316] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:57:53.587144] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:57:53.587983] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:57:53.590360] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-04T20:57:53.604170] [DEBUG] [MAG       ] YELP: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:53.667041] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-04T20:57:53.669380] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-04T20:57:53.670800] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:53.687327] [INFO ] [LOCAL     ] YELP: Saved forecast.
[2025-12-04T20:57:53.687397] [INFO ] [main      ] YELP: Signal=1 (Conf=80.0%), Magnitude=4.49% (Conf=66.7862%)
[2025-12-04T20:57:53.687750] [INFO ] [main      ] Fetching symbol history for RILYN...
[2025-12-04T20:57:53.687799] [DEBUG] [REMOTE    ] RILYN: Fetching historical data.
[2025-12-04T20:57:53.688665] [INFO ] [main      ] Progress: 618/970 forecasts completed (63.7%). YELP finished in 0.6s. ETA: 59.2s. Rate: 356.55 forecasts/min
[2025-12-04T20:57:53.699091] [DEBUG] [REMOTE    ] RILYN: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:53.700260] [DEBUG] [LOCAL     ] Loaded configuration for RILYN: 3 features, N/A% accuracy
[2025-12-04T20:57:53.700311] [INFO ] [LOCAL     ] RILYN: Loaded 3 optimal features with 53.04% confidence from JSON config
[2025-12-04T20:57:53.700352] [DEBUG] [MAG       ] Building data for symbol: RILYN with lookback: 0
[2025-12-04T20:57:53.701159] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:57:53.701216] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:53.701239] [DEBUG] [MAG       ] BPOP: Last date is validated at 2025-12-04
[2025-12-04T20:57:53.706116] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:57:53.707262] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-04T20:57:53.710095] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:53.873386] [DEBUG] [MAG       ] BPOP: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:53.897244] [DEBUG] [MAG       ] CNX: Last date is validated at 2025-12-04
[2025-12-04T20:57:53.982623] [INFO ] [LOCAL     ] BPOP: Saved forecast.
[2025-12-04T20:57:53.982692] [INFO ] [main      ] BPOP: Signal=1 (Conf=80.0%), Magnitude=3.31% (Conf=64.3707%)
[2025-12-04T20:57:53.983070] [INFO ] [main      ] Progress: 619/970 forecasts completed (63.8%). BPOP finished in 0.8s. ETA: 59.1s. Rate: 356.12 forecasts/min
[2025-12-04T20:57:53.983195] [INFO ] [main      ] Fetching symbol history for WAB...
[2025-12-04T20:57:53.983237] [DEBUG] [REMOTE    ] WAB: Fetching historical data.
[2025-12-04T20:57:53.996202] [DEBUG] [REMOTE    ] WAB: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:53.997292] [DEBUG] [LOCAL     ] Loaded configuration for WAB: 9 features, N/A% accuracy
[2025-12-04T20:57:53.997355] [INFO ] [LOCAL     ] WAB: Loaded 9 optimal features with 45.43% confidence from JSON config
[2025-12-04T20:57:53.997392] [DEBUG] [MAG       ] Building data for symbol: WAB with lookback: 0
[2025-12-04T20:57:53.998219] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-04T20:57:53.998306] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:54.004214] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:57:54.010077] [DEBUG] [MAG       ] SD: Last date is validated at 2025-12-04
[2025-12-04T20:57:54.042125] [DEBUG] [MAG       ] RILYN: Last date is validated at 2025-12-04
[2025-12-04T20:57:54.044343] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-04T20:57:54.045873] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:54.047812] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:57:54.048344] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:57:54.049400] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:57:54.051060] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:57:54.052073] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:57:54.052757] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:54.070895] [DEBUG] [MAG       ] CNX: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:54.154485] [INFO ] [LOCAL     ] CNX: Saved forecast.
[2025-12-04T20:57:54.154552] [INFO ] [main      ] CNX: Signal=1 (Conf=80.0%), Magnitude=2.07% (Conf=46.2777%)
[2025-12-04T20:57:54.155010] [INFO ] [main      ] Fetching symbol history for PHG...
[2025-12-04T20:57:54.155060] [DEBUG] [REMOTE    ] PHG: Fetching historical data.
[2025-12-04T20:57:54.155670] [INFO ] [main      ] Progress: 620/970 forecasts completed (63.9%). CNX finished in 0.7s. ETA: 59.0s. Rate: 356.11 forecasts/min
[2025-12-04T20:57:54.167239] [DEBUG] [REMOTE    ] PHG: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:54.168144] [DEBUG] [LOCAL     ] Loaded configuration for PHG: 5 features, N/A% accuracy
[2025-12-04T20:57:54.168194] [INFO ] [LOCAL     ] PHG: Loaded 5 optimal features with 50.21% confidence from JSON config
[2025-12-04T20:57:54.168251] [DEBUG] [MAG       ] Building data for symbol: PHG with lookback: 0
[2025-12-04T20:57:54.169091] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:57:54.169150] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:57:54.171080] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:57:54.175958] [DEBUG] [MAG       ] SD: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:54.208538] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-04T20:57:54.209430] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-04T20:57:54.209617] [DEBUG] [MAG       ] RILYN: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:54.212095] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-04T20:57:54.213586] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:54.249341] [INFO ] [LOCAL     ] SD: Saved forecast.
[2025-12-04T20:57:54.249409] [INFO ] [main      ] SD: Signal=1 (Conf=80.0%), Magnitude=-1.81% (Conf=56.8015%)
[2025-12-04T20:57:54.249782] [INFO ] [main      ] Fetching symbol history for BIP...
[2025-12-04T20:57:54.249831] [DEBUG] [REMOTE    ] BIP: Fetching historical data.
[2025-12-04T20:57:54.251651] [INFO ] [main      ] Progress: 621/970 forecasts completed (64.0%). SD finished in 0.7s. ETA: 58.8s. Rate: 356.35 forecasts/min
[2025-12-04T20:57:54.260567] [DEBUG] [REMOTE    ] BIP: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:54.261608] [DEBUG] [LOCAL     ] Loaded configuration for BIP: 5 features, N/A% accuracy
[2025-12-04T20:57:54.261658] [INFO ] [LOCAL     ] BIP: Loaded 5 optimal features with 55.53% confidence from JSON config
[2025-12-04T20:57:54.261688] [DEBUG] [MAG       ] Building data for symbol: BIP with lookback: 0
[2025-12-04T20:57:54.262444] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:57:54.262500] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:54.267113] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:57:54.283418] [INFO ] [LOCAL     ] RILYN: Saved forecast.
[2025-12-04T20:57:54.283484] [INFO ] [main      ] RILYN: Signal=1 (Conf=80.0%), Magnitude=4.15% (Conf=53.0429%)
[2025-12-04T20:57:54.283657] [INFO ] [main      ] Fetching symbol history for EMXC...
[2025-12-04T20:57:54.283701] [DEBUG] [REMOTE    ] EMXC: Fetching historical data.
[2025-12-04T20:57:54.284660] [INFO ] [main      ] Progress: 622/970 forecasts completed (64.1%). RILYN finished in 0.6s. ETA: 58.5s. Rate: 356.81 forecasts/min
[2025-12-04T20:57:54.295328] [DEBUG] [REMOTE    ] EMXC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:54.296147] [DEBUG] [LOCAL     ] Loaded configuration for EMXC: 6 features, N/A% accuracy
[2025-12-04T20:57:54.296201] [INFO ] [LOCAL     ] EMXC: Loaded 6 optimal features with 54.17% confidence from JSON config
[2025-12-04T20:57:54.296233] [DEBUG] [MAG       ] Building data for symbol: EMXC with lookback: 0
[2025-12-04T20:57:54.297040] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:57:54.297116] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:54.298826] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:54.299328] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:54.299727] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:57:54.300615] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-04T20:57:54.305029] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-04T20:57:54.352350] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-04T20:57:54.353301] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:54.353490] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-04T20:57:54.398178] [DEBUG] [MAG       ] WAB: Last date is validated at 2025-12-04
[2025-12-04T20:57:54.427536] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-04T20:57:54.428828] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:54.544081] [DEBUG] [MAG       ] PHG: Last date is validated at 2025-12-04
[2025-12-04T20:57:54.567445] [DEBUG] [MAG       ] WAB: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:54.691693] [DEBUG] [MAG       ] EMXC: Last date is validated at 2025-12-04
[2025-12-04T20:57:54.708793] [DEBUG] [MAG       ] PHG: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:54.712662] [INFO ] [LOCAL     ] WAB: Saved forecast.
[2025-12-04T20:57:54.712739] [INFO ] [main      ] WAB: Signal=1 (Conf=80.0%), Magnitude=-0.45% (Conf=45.4341%)
[2025-12-04T20:57:54.713097] [INFO ] [main      ] Fetching symbol history for AMSF...
[2025-12-04T20:57:54.713148] [DEBUG] [REMOTE    ] AMSF: Fetching historical data.
[2025-12-04T20:57:54.713658] [INFO ] [main      ] Progress: 623/970 forecasts completed (64.2%). WAB finished in 0.7s. ETA: 58.5s. Rate: 355.93 forecasts/min
[2025-12-04T20:57:54.726272] [DEBUG] [REMOTE    ] AMSF: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:54.727519] [DEBUG] [LOCAL     ] Loaded configuration for AMSF: 0 features, N/A% accuracy
[2025-12-04T20:57:54.727599] [INFO ] [LOCAL     ] AMSF: Loaded 0 optimal features with 57.51% confidence from JSON config
[2025-12-04T20:57:54.727650] [DEBUG] [MAG       ] Building data for symbol: AMSF with lookback: 0
[2025-12-04T20:57:54.728624] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-04T20:57:54.760669] [DEBUG] [MAG       ] BIP: Last date is validated at 2025-12-04
[2025-12-04T20:57:54.788218] [INFO ] [LOCAL     ] PHG: Saved forecast.
[2025-12-04T20:57:54.788321] [INFO ] [main      ] PHG: Signal=1 (Conf=80.0%), Magnitude=-6.59% (Conf=50.2086%)
[2025-12-04T20:57:54.788786] [INFO ] [main      ] Fetching symbol history for SM...
[2025-12-04T20:57:54.788849] [DEBUG] [REMOTE    ] SM: Fetching historical data.
[2025-12-04T20:57:54.789617] [INFO ] [main      ] Progress: 624/970 forecasts completed (64.3%). PHG finished in 0.6s. ETA: 58.3s. Rate: 356.24 forecasts/min
[2025-12-04T20:57:54.800420] [DEBUG] [REMOTE    ] SM: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:54.801211] [DEBUG] [LOCAL     ] Loaded configuration for SM: 6 features, N/A% accuracy
[2025-12-04T20:57:54.801266] [INFO ] [LOCAL     ] SM: Loaded 6 optimal features with 45.81% confidence from JSON config
[2025-12-04T20:57:54.801297] [DEBUG] [MAG       ] Building data for symbol: SM with lookback: 0
[2025-12-04T20:57:54.802113] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:57:54.802172] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:54.806940] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:54.808705] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:54.809201] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:54.809596] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:57:54.810307] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:57:54.860384] [DEBUG] [MAG       ] EMXC: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:54.921670] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:54.927479] [DEBUG] [MAG       ] BIP: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:54.943717] [INFO ] [LOCAL     ] EMXC: Saved forecast.
[2025-12-04T20:57:54.943785] [INFO ] [main      ] EMXC: Signal=1 (Conf=80.0%), Magnitude=-0.84% (Conf=54.174%)
[2025-12-04T20:57:54.944134] [INFO ] [main      ] Fetching symbol history for INN...
[2025-12-04T20:57:54.944183] [DEBUG] [REMOTE    ] INN: Fetching historical data.
[2025-12-04T20:57:54.945644] [INFO ] [main      ] Progress: 625/970 forecasts completed (64.4%). EMXC finished in 0.7s. ETA: 58.1s. Rate: 356.28 forecasts/min
[2025-12-04T20:57:54.955681] [DEBUG] [REMOTE    ] INN: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:54.959111] [DEBUG] [LOCAL     ] Loaded configuration for INN: 4 features, N/A% accuracy
[2025-12-04T20:57:54.959182] [INFO ] [LOCAL     ] INN: Loaded 4 optimal features with 62.16% confidence from JSON config
[2025-12-04T20:57:54.959214] [DEBUG] [MAG       ] Building data for symbol: INN with lookback: 0
[2025-12-04T20:57:54.960190] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:57:54.960250] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:57:55.000536] [INFO ] [LOCAL     ] BIP: Saved forecast.
[2025-12-04T20:57:55.000624] [INFO ] [main      ] BIP: Signal=1 (Conf=80.0%), Magnitude=0.29% (Conf=55.5342%)
[2025-12-04T20:57:55.000981] [INFO ] [main      ] Fetching symbol history for TNON...
[2025-12-04T20:57:55.001029] [DEBUG] [REMOTE    ] TNON: Fetching historical data.
[2025-12-04T20:57:55.001629] [INFO ] [main      ] Progress: 626/970 forecasts completed (64.5%). BIP finished in 0.8s. ETA: 57.9s. Rate: 356.66 forecasts/min
[2025-12-04T20:57:55.012952] [DEBUG] [REMOTE    ] TNON: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:55.017114] [DEBUG] [LOCAL     ] Loaded configuration for TNON: 2 features, N/A% accuracy
[2025-12-04T20:57:55.017166] [INFO ] [LOCAL     ] TNON: Loaded 2 optimal features with 48.79% confidence from JSON config
[2025-12-04T20:57:55.017196] [DEBUG] [MAG       ] Building data for symbol: TNON with lookback: 0
[2025-12-04T20:57:55.017975] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:57:55.018030] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:55.022657] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-04T20:57:55.068821] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-04T20:57:55.070230] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-04T20:57:55.071449] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-04T20:57:55.077160] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:55.094564] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:55.111250] [DEBUG] [MAG       ] AMSF: Last date is validated at 2025-12-04
[2025-12-04T20:57:55.255237] [DEBUG] [MAG       ] SM: Last date is validated at 2025-12-04
[2025-12-04T20:57:55.300489] [DEBUG] [MAG       ] AMSF: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:55.379885] [INFO ] [LOCAL     ] AMSF: Saved forecast.
[2025-12-04T20:57:55.379966] [INFO ] [main      ] AMSF: Signal=1 (Conf=80.0%), Magnitude=1.10% (Conf=57.5071%)
[2025-12-04T20:57:55.380133] [INFO ] [main      ] Fetching symbol history for SKIL...
[2025-12-04T20:57:55.380178] [DEBUG] [REMOTE    ] SKIL: Fetching historical data.
[2025-12-04T20:57:55.381007] [INFO ] [main      ] Progress: 627/970 forecasts completed (64.6%). AMSF finished in 0.7s. ETA: 57.8s. Rate: 355.95 forecasts/min
[2025-12-04T20:57:55.392292] [DEBUG] [REMOTE    ] SKIL: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:55.393264] [DEBUG] [LOCAL     ] Loaded configuration for SKIL: 4 features, N/A% accuracy
[2025-12-04T20:57:55.393323] [INFO ] [LOCAL     ] SKIL: Loaded 4 optimal features with 60.28% confidence from JSON config
[2025-12-04T20:57:55.393357] [DEBUG] [MAG       ] Building data for symbol: SKIL with lookback: 0
[2025-12-04T20:57:55.394267] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:57:55.394343] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:55.400190] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:55.402272] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:57:55.402824] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-04T20:57:55.404493] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:55.417948] [DEBUG] [MAG       ] INN: Last date is validated at 2025-12-04
[2025-12-04T20:57:55.424133] [DEBUG] [MAG       ] SM: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:55.425306] [DEBUG] [MAG       ] TNON: Last date is validated at 2025-12-04
[2025-12-04T20:57:55.514309] [INFO ] [LOCAL     ] SM: Saved forecast.
[2025-12-04T20:57:55.514375] [INFO ] [main      ] SM: Signal=1 (Conf=80.0%), Magnitude=1.93% (Conf=45.8127%)
[2025-12-04T20:57:55.514532] [INFO ] [main      ] Fetching symbol history for AMZZ...
[2025-12-04T20:57:55.514593] [DEBUG] [REMOTE    ] AMZZ: Fetching historical data.
[2025-12-04T20:57:55.516132] [INFO ] [main      ] Progress: 628/970 forecasts completed (64.7%). SM finished in 0.7s. ETA: 57.6s. Rate: 356.06 forecasts/min
[2025-12-04T20:57:55.526176] [DEBUG] [REMOTE    ] AMZZ: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:55.527092] [DEBUG] [LOCAL     ] Loaded configuration for AMZZ: 6 features, N/A% accuracy
[2025-12-04T20:57:55.527142] [INFO ] [LOCAL     ] AMZZ: Loaded 6 optimal features with 56.83% confidence from JSON config
[2025-12-04T20:57:55.527172] [DEBUG] [MAG       ] Building data for symbol: AMZZ with lookback: 0
[2025-12-04T20:57:55.527958] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:57:55.528017] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:55.529720] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:55.530228] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:55.530635] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:57:55.531503] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-04T20:57:55.532261] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-04T20:57:55.532950] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:55.586432] [DEBUG] [MAG       ] INN: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:55.588133] [DEBUG] [MAG       ] TNON: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:55.642367] [INFO ] [LOCAL     ] INN: Saved forecast.
[2025-12-04T20:57:55.642435] [INFO ] [main      ] INN: Signal=1 (Conf=80.0%), Magnitude=-3.28% (Conf=62.1579%)
[2025-12-04T20:57:55.642796] [INFO ] [main      ] Fetching symbol history for ELC...
[2025-12-04T20:57:55.642846] [DEBUG] [REMOTE    ] ELC: Fetching historical data.
[2025-12-04T20:57:55.643602] [INFO ] [main      ] Progress: 629/970 forecasts completed (64.8%). INN finished in 0.7s. ETA: 57.4s. Rate: 356.20 forecasts/min
[2025-12-04T20:57:55.647386] [INFO ] [LOCAL     ] TNON: Saved forecast.
[2025-12-04T20:57:55.647449] [INFO ] [main      ] TNON: Signal=1 (Conf=80.0%), Magnitude=-1.45% (Conf=48.7892%)
[2025-12-04T20:57:55.647922] [INFO ] [main      ] Fetching symbol history for DVA...
[2025-12-04T20:57:55.647973] [DEBUG] [REMOTE    ] DVA: Fetching historical data.
[2025-12-04T20:57:55.648631] [INFO ] [main      ] Progress: 630/970 forecasts completed (64.9%). TNON finished in 0.6s. ETA: 57.2s. Rate: 356.75 forecasts/min
[2025-12-04T20:57:55.653822] [DEBUG] [REMOTE    ] ELC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:55.654848] [DEBUG] [LOCAL     ] Loaded configuration for ELC: 7 features, N/A% accuracy
[2025-12-04T20:57:55.654898] [INFO ] [LOCAL     ] ELC: Loaded 7 optimal features with 48.27% confidence from JSON config
[2025-12-04T20:57:55.654929] [DEBUG] [MAG       ] Building data for symbol: ELC with lookback: 0
[2025-12-04T20:57:55.655705] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-04T20:57:55.655771] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:55.659210] [DEBUG] [REMOTE    ] DVA: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:55.660017] [DEBUG] [LOCAL     ] Loaded configuration for DVA: 4 features, N/A% accuracy
[2025-12-04T20:57:55.660070] [INFO ] [LOCAL     ] DVA: Loaded 4 optimal features with 75.42% confidence from JSON config
[2025-12-04T20:57:55.660102] [DEBUG] [MAG       ] Building data for symbol: DVA with lookback: 0
[2025-12-04T20:57:55.660475] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:57:55.660873] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:57:55.660930] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:57:55.661281] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:57:55.661638] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:57:55.663608] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:57:55.663922] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-04T20:57:55.666538] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-04T20:57:55.667275] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:55.665230] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-04T20:57:55.715536] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-04T20:57:55.717473] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:57:55.718512] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:55.773034] [DEBUG] [MAG       ] SKIL: Last date is validated at 2025-12-04
[2025-12-04T20:57:55.863299] [DEBUG] [MAG       ] AMZZ: Last date is validated at 2025-12-04
[2025-12-04T20:57:55.959248] [DEBUG] [MAG       ] SKIL: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:56.009968] [DEBUG] [MAG       ] DVA: Last date is validated at 2025-12-04
[2025-12-04T20:57:56.030414] [DEBUG] [MAG       ] AMZZ: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:56.048174] [INFO ] [LOCAL     ] SKIL: Saved forecast.
[2025-12-04T20:57:56.048264] [INFO ] [main      ] SKIL: Signal=1 (Conf=80.0%), Magnitude=-5.20% (Conf=60.2772%)
[2025-12-04T20:57:56.048429] [INFO ] [main      ] Fetching symbol history for LNTH...
[2025-12-04T20:57:56.048479] [DEBUG] [REMOTE    ] LNTH: Fetching historical data.
[2025-12-04T20:57:56.049710] [INFO ] [main      ] Progress: 631/970 forecasts completed (65.1%). SKIL finished in 0.7s. ETA: 57.1s. Rate: 355.97 forecasts/min
[2025-12-04T20:57:56.062207] [DEBUG] [REMOTE    ] LNTH: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:56.062759] [DEBUG] [MAG       ] ELC: Last date is validated at 2025-12-04
[2025-12-04T20:57:56.063258] [DEBUG] [LOCAL     ] Loaded configuration for LNTH: 0 features, N/A% accuracy
[2025-12-04T20:57:56.063314] [INFO ] [LOCAL     ] LNTH: Loaded 0 optimal features with 45.44% confidence from JSON config
[2025-12-04T20:57:56.063346] [DEBUG] [MAG       ] Building data for symbol: LNTH with lookback: 0
[2025-12-04T20:57:56.064195] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-04T20:57:56.119736] [INFO ] [LOCAL     ] AMZZ: Saved forecast.
[2025-12-04T20:57:56.119811] [INFO ] [main      ] AMZZ: Signal=1 (Conf=80.0%), Magnitude=3.23% (Conf=56.8261%)
[2025-12-04T20:57:56.119980] [INFO ] [main      ] Fetching symbol history for BVN...
[2025-12-04T20:57:56.120022] [DEBUG] [REMOTE    ] BVN: Fetching historical data.
[2025-12-04T20:57:56.121704] [INFO ] [main      ] Progress: 632/970 forecasts completed (65.2%). AMZZ finished in 0.6s. ETA: 56.9s. Rate: 356.29 forecasts/min
[2025-12-04T20:57:56.132690] [DEBUG] [REMOTE    ] BVN: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:56.133732] [DEBUG] [LOCAL     ] Loaded configuration for BVN: 5 features, N/A% accuracy
[2025-12-04T20:57:56.133784] [INFO ] [LOCAL     ] BVN: Loaded 5 optimal features with 54.17% confidence from JSON config
[2025-12-04T20:57:56.133826] [DEBUG] [MAG       ] Building data for symbol: BVN with lookback: 0
[2025-12-04T20:57:56.134631] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:57:56.134690] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:56.139362] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:56.141175] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:57:56.141660] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-04T20:57:56.144419] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-04T20:57:56.145627] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:56.197865] [DEBUG] [MAG       ] DVA: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:56.238085] [DEBUG] [MAG       ] ELC: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:56.302224] [INFO ] [LOCAL     ] ELC: Saved forecast.
[2025-12-04T20:57:56.302295] [INFO ] [main      ] ELC: Signal=1 (Conf=80.0%), Magnitude=-0.29% (Conf=48.2696%)
[2025-12-04T20:57:56.302468] [INFO ] [main      ] Fetching symbol history for THS...
[2025-12-04T20:57:56.302512] [DEBUG] [REMOTE    ] THS: Fetching historical data.
[2025-12-04T20:57:56.303197] [INFO ] [main      ] Progress: 633/970 forecasts completed (65.3%). ELC finished in 0.7s. ETA: 56.8s. Rate: 356.25 forecasts/min
[2025-12-04T20:57:56.314671] [DEBUG] [REMOTE    ] THS: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:56.315866] [DEBUG] [LOCAL     ] Loaded configuration for THS: 7 features, N/A% accuracy
[2025-12-04T20:57:56.315918] [INFO ] [LOCAL     ] THS: Loaded 7 optimal features with 47.49% confidence from JSON config
[2025-12-04T20:57:56.315948] [DEBUG] [MAG       ] Building data for symbol: THS with lookback: 0
[2025-12-04T20:57:56.316762] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-04T20:57:56.316824] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:56.316813] [INFO ] [LOCAL     ] DVA: Saved forecast.
[2025-12-04T20:57:56.316876] [INFO ] [main      ] DVA: Signal=1 (Conf=80.0%), Magnitude=-1.67% (Conf=75.4247%)
[2025-12-04T20:57:56.317226] [INFO ] [main      ] Progress: 634/970 forecasts completed (65.4%). DVA finished in 0.7s. ETA: 56.5s. Rate: 356.76 forecasts/min
[2025-12-04T20:57:56.317357] [INFO ] [main      ] Fetching symbol history for BGB...
[2025-12-04T20:57:56.317398] [DEBUG] [REMOTE    ] BGB: Fetching historical data.
[2025-12-04T20:57:56.321900] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:56.323896] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:57:56.324481] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-04T20:57:56.329138] [DEBUG] [REMOTE    ] BGB: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:56.330122] [DEBUG] [LOCAL     ] Loaded configuration for BGB: 8 features, N/A% accuracy
[2025-12-04T20:57:56.330175] [INFO ] [LOCAL     ] BGB: Loaded 8 optimal features with 49.03% confidence from JSON config
[2025-12-04T20:57:56.330206] [DEBUG] [MAG       ] Building data for symbol: BGB with lookback: 0
[2025-12-04T20:57:56.331100] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-04T20:57:56.331163] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:56.336292] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:56.338503] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:56.339033] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:56.339431] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:57:56.373999] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-04T20:57:56.376237] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:57:56.377398] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-04T20:57:56.379408] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:56.382422] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-04T20:57:56.383742] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-04T20:57:56.384382] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-04T20:57:56.385155] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:56.434544] [DEBUG] [MAG       ] LNTH: Last date is validated at 2025-12-04
[2025-12-04T20:57:56.478451] [DEBUG] [MAG       ] BVN: Last date is validated at 2025-12-04
[2025-12-04T20:57:56.626220] [DEBUG] [MAG       ] LNTH: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:56.643928] [DEBUG] [MAG       ] BVN: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:56.712681] [DEBUG] [MAG       ] THS: Last date is validated at 2025-12-04
[2025-12-04T20:57:56.716350] [INFO ] [LOCAL     ] BVN: Saved forecast.
[2025-12-04T20:57:56.716417] [INFO ] [main      ] BVN: Signal=1 (Conf=80.0%), Magnitude=2.45% (Conf=54.1743%)
[2025-12-04T20:57:56.716771] [INFO ] [main      ] Fetching symbol history for NFTY...
[2025-12-04T20:57:56.716822] [DEBUG] [REMOTE    ] NFTY: Fetching historical data.
[2025-12-04T20:57:56.718077] [INFO ] [main      ] Progress: 635/970 forecasts completed (65.5%). BVN finished in 0.6s. ETA: 56.5s. Rate: 355.99 forecasts/min
[2025-12-04T20:57:56.727796] [DEBUG] [REMOTE    ] NFTY: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:56.728803] [DEBUG] [LOCAL     ] Loaded configuration for NFTY: 3 features, N/A% accuracy
[2025-12-04T20:57:56.728855] [INFO ] [LOCAL     ] NFTY: Loaded 3 optimal features with 49.20% confidence from JSON config
[2025-12-04T20:57:56.728885] [DEBUG] [MAG       ] Building data for symbol: NFTY with lookback: 0
[2025-12-04T20:57:56.729674] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:57:56.729732] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:57:56.730428] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-04T20:57:56.731324] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:57:56.732454] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:56.738985] [INFO ] [LOCAL     ] LNTH: Saved forecast.
[2025-12-04T20:57:56.739052] [INFO ] [main      ] LNTH: Signal=1 (Conf=80.0%), Magnitude=-1.39% (Conf=45.4373%)
[2025-12-04T20:57:56.739388] [INFO ] [main      ] Fetching symbol history for PID...
[2025-12-04T20:57:56.739436] [DEBUG] [REMOTE    ] PID: Fetching historical data.
[2025-12-04T20:57:56.739636] [INFO ] [main      ] Progress: 636/970 forecasts completed (65.6%). LNTH finished in 0.7s. ETA: 56.2s. Rate: 356.48 forecasts/min
[2025-12-04T20:57:56.741198] [DEBUG] [MAG       ] BGB: Last date is validated at 2025-12-04
[2025-12-04T20:57:56.750843] [DEBUG] [REMOTE    ] PID: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:56.751840] [DEBUG] [LOCAL     ] Loaded configuration for PID: 2 features, N/A% accuracy
[2025-12-04T20:57:56.751891] [INFO ] [LOCAL     ] PID: Loaded 2 optimal features with 53.03% confidence from JSON config
[2025-12-04T20:57:56.751921] [DEBUG] [MAG       ] Building data for symbol: PID with lookback: 0
[2025-12-04T20:57:56.752727] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:57:56.752787] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:56.757477] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-04T20:57:56.758153] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:56.876357] [DEBUG] [MAG       ] THS: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:56.905018] [DEBUG] [MAG       ] BGB: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:56.964991] [INFO ] [LOCAL     ] BGB: Saved forecast.
[2025-12-04T20:57:56.965059] [INFO ] [main      ] BGB: Signal=1 (Conf=80.0%), Magnitude=0.11% (Conf=49.0296%)
[2025-12-04T20:57:56.965424] [INFO ] [main      ] Progress: 637/970 forecasts completed (65.7%). BGB finished in 0.6s. ETA: 56.1s. Rate: 356.29 forecasts/min
[2025-12-04T20:57:56.965546] [INFO ] [main      ] Fetching symbol history for GLPI...
[2025-12-04T20:57:56.965615] [DEBUG] [REMOTE    ] GLPI: Fetching historical data.
[2025-12-04T20:57:56.967390] [INFO ] [LOCAL     ] THS: Saved forecast.
[2025-12-04T20:57:56.967456] [INFO ] [main      ] THS: Signal=1 (Conf=80.0%), Magnitude=-2.81% (Conf=47.4941%)
[2025-12-04T20:57:56.967850] [INFO ] [main      ] Fetching symbol history for OZK...
[2025-12-04T20:57:56.967841] [INFO ] [main      ] Progress: 638/970 forecasts completed (65.8%). THS finished in 0.7s. ETA: 55.8s. Rate: 356.84 forecasts/min
[2025-12-04T20:57:56.967902] [DEBUG] [REMOTE    ] OZK: Fetching historical data.
[2025-12-04T20:57:56.976602] [DEBUG] [REMOTE    ] GLPI: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:56.977664] [DEBUG] [LOCAL     ] Loaded configuration for GLPI: 4 features, N/A% accuracy
[2025-12-04T20:57:56.977714] [INFO ] [LOCAL     ] GLPI: Loaded 4 optimal features with 59.24% confidence from JSON config
[2025-12-04T20:57:56.977744] [DEBUG] [MAG       ] Building data for symbol: GLPI with lookback: 0
[2025-12-04T20:57:56.978550] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:57:56.978627] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:57:56.979325] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:57:56.979376] [DEBUG] [REMOTE    ] OZK: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:56.980158] [DEBUG] [LOCAL     ] Loaded configuration for OZK: 4 features, N/A% accuracy
[2025-12-04T20:57:56.980213] [INFO ] [LOCAL     ] OZK: Loaded 4 optimal features with 53.46% confidence from JSON config
[2025-12-04T20:57:56.980244] [DEBUG] [MAG       ] Building data for symbol: OZK with lookback: 0
[2025-12-04T20:57:56.981047] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:57:56.981106] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:56.981608] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:57:56.985858] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:57:56.986662] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:57:57.025720] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-04T20:57:57.063135] [DEBUG] [MAG       ] NFTY: Last date is validated at 2025-12-04
[2025-12-04T20:57:57.075148] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:57.086793] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-04T20:57:57.088206] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:57.090200] [DEBUG] [MAG       ] PID: Last date is validated at 2025-12-04
[2025-12-04T20:57:57.227734] [DEBUG] [MAG       ] NFTY: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:57.255053] [DEBUG] [MAG       ] PID: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:57.302415] [INFO ] [LOCAL     ] NFTY: Saved forecast.
[2025-12-04T20:57:57.302484] [INFO ] [main      ] NFTY: Signal=1 (Conf=80.0%), Magnitude=1.43% (Conf=49.2034%)
[2025-12-04T20:57:57.302860] [INFO ] [main      ] Fetching symbol history for ICLN...
[2025-12-04T20:57:57.302928] [DEBUG] [REMOTE    ] ICLN: Fetching historical data.
[2025-12-04T20:57:57.304653] [INFO ] [main      ] Progress: 639/970 forecasts completed (65.9%). NFTY finished in 0.6s. ETA: 55.7s. Rate: 356.28 forecasts/min
[2025-12-04T20:57:57.315717] [INFO ] [LOCAL     ] PID: Saved forecast.
[2025-12-04T20:57:57.315797] [INFO ] [main      ] PID: Signal=1 (Conf=80.0%), Magnitude=0.40% (Conf=53.03%)
[2025-12-04T20:57:57.315970] [INFO ] [main      ] Fetching symbol history for BLRX...
[2025-12-04T20:57:57.316013] [DEBUG] [REMOTE    ] BLRX: Fetching historical data.
[2025-12-04T20:57:57.317625] [INFO ] [main      ] Progress: 640/970 forecasts completed (66.0%). PID finished in 0.6s. ETA: 55.5s. Rate: 356.79 forecasts/min
[2025-12-04T20:57:57.320325] [DEBUG] [REMOTE    ] ICLN: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:57.321522] [DEBUG] [LOCAL     ] Loaded configuration for ICLN: 5 features, N/A% accuracy
[2025-12-04T20:57:57.321592] [INFO ] [LOCAL     ] ICLN: Loaded 5 optimal features with 53.10% confidence from JSON config
[2025-12-04T20:57:57.321627] [DEBUG] [MAG       ] Building data for symbol: ICLN with lookback: 0
[2025-12-04T20:57:57.322511] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:57:57.322587] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:57.324360] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:57.324903] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:57:57.325335] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:57.325739] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-04T20:57:57.327137] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:57.327321] [DEBUG] [REMOTE    ] BLRX: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:57.328090] [DEBUG] [LOCAL     ] Loaded configuration for BLRX: 10 features, N/A% accuracy
[2025-12-04T20:57:57.328139] [INFO ] [LOCAL     ] BLRX: Loaded 10 optimal features with 47.40% confidence from JSON config
[2025-12-04T20:57:57.328168] [DEBUG] [MAG       ] Building data for symbol: BLRX with lookback: 0
[2025-12-04T20:57:57.329006] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-04T20:57:57.329067] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:57.333925] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:57.335673] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:57.336127] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:57:57.336554] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:57.336983] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:57:57.417892] [DEBUG] [MAG       ] OZK: Last date is validated at 2025-12-04
[2025-12-04T20:57:57.420596] [DEBUG] [MAG       ] GLPI: Last date is validated at 2025-12-04
[2025-12-04T20:57:57.444913] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-04T20:57:57.520467] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-04T20:57:57.521358] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-04T20:57:57.524159] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-04T20:57:57.524914] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:57.583898] [DEBUG] [MAG       ] OZK: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:57.584348] [DEBUG] [MAG       ] GLPI: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:57.656593] [INFO ] [LOCAL     ] GLPI: Saved forecast.
[2025-12-04T20:57:57.656661] [INFO ] [main      ] GLPI: Signal=1 (Conf=80.0%), Magnitude=-0.37% (Conf=59.2433%)
[2025-12-04T20:57:57.657007] [INFO ] [main      ] Progress: 641/970 forecasts completed (66.1%). GLPI finished in 0.7s. ETA: 55.4s. Rate: 356.23 forecasts/min
[2025-12-04T20:57:57.657128] [INFO ] [main      ] Fetching symbol history for TSEM...
[2025-12-04T20:57:57.657170] [DEBUG] [REMOTE    ] TSEM: Fetching historical data.
[2025-12-04T20:57:57.664219] [DEBUG] [MAG       ] ICLN: Last date is validated at 2025-12-04
[2025-12-04T20:57:57.668018] [DEBUG] [REMOTE    ] TSEM: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:57.669070] [DEBUG] [LOCAL     ] Loaded configuration for TSEM: 4 features, N/A% accuracy
[2025-12-04T20:57:57.669127] [INFO ] [LOCAL     ] TSEM: Loaded 4 optimal features with 45.98% confidence from JSON config
[2025-12-04T20:57:57.669159] [DEBUG] [MAG       ] Building data for symbol: TSEM with lookback: 0
[2025-12-04T20:57:57.669951] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:57:57.670009] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:57.671659] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:57:57.672158] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:57:57.673048] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:57:57.674037] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:57.679553] [INFO ] [LOCAL     ] OZK: Saved forecast.
[2025-12-04T20:57:57.679659] [INFO ] [main      ] OZK: Signal=1 (Conf=80.0%), Magnitude=-2.01% (Conf=53.4627%)
[2025-12-04T20:57:57.680145] [INFO ] [main      ] Fetching symbol history for NUVB...
[2025-12-04T20:57:57.680204] [DEBUG] [REMOTE    ] NUVB: Fetching historical data.
[2025-12-04T20:57:57.680661] [INFO ] [main      ] Progress: 642/970 forecasts completed (66.2%). OZK finished in 0.7s. ETA: 55.2s. Rate: 356.70 forecasts/min
[2025-12-04T20:57:57.696067] [DEBUG] [REMOTE    ] NUVB: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:57.697246] [DEBUG] [LOCAL     ] Loaded configuration for NUVB: 4 features, N/A% accuracy
[2025-12-04T20:57:57.697318] [INFO ] [LOCAL     ] NUVB: Loaded 4 optimal features with 57.21% confidence from JSON config
[2025-12-04T20:57:57.697372] [DEBUG] [MAG       ] Building data for symbol: NUVB with lookback: 0
[2025-12-04T20:57:57.698539] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:57:57.698649] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:57.701174] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:57:57.701888] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:57:57.705428] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:57:57.821352] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:57.832031] [DEBUG] [MAG       ] ICLN: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:57.869650] [DEBUG] [MAG       ] BLRX: Last date is validated at 2025-12-04
[2025-12-04T20:57:57.894049] [INFO ] [LOCAL     ] ICLN: Saved forecast.
[2025-12-04T20:57:57.894116] [INFO ] [main      ] ICLN: Signal=1 (Conf=80.0%), Magnitude=3.00% (Conf=53.0998%)
[2025-12-04T20:57:57.894464] [INFO ] [main      ] Fetching symbol history for AGEN...
[2025-12-04T20:57:57.894513] [DEBUG] [REMOTE    ] AGEN: Fetching historical data.
[2025-12-04T20:57:57.895658] [INFO ] [main      ] Progress: 643/970 forecasts completed (66.3%). ICLN finished in 0.6s. ETA: 55.0s. Rate: 356.55 forecasts/min
[2025-12-04T20:57:57.906167] [DEBUG] [REMOTE    ] AGEN: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:57.907277] [DEBUG] [LOCAL     ] Loaded configuration for AGEN: 2 features, N/A% accuracy
[2025-12-04T20:57:57.907327] [INFO ] [LOCAL     ] AGEN: Loaded 2 optimal features with 50.89% confidence from JSON config
[2025-12-04T20:57:57.907357] [DEBUG] [MAG       ] Building data for symbol: AGEN with lookback: 0
[2025-12-04T20:57:57.908148] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:57:57.908205] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:57.913007] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-04T20:57:57.915055] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:58.003183] [DEBUG] [MAG       ] TSEM: Last date is validated at 2025-12-04
[2025-12-04T20:57:58.035729] [DEBUG] [MAG       ] BLRX: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:58.130278] [INFO ] [LOCAL     ] BLRX: Saved forecast.
[2025-12-04T20:57:58.130345] [INFO ] [main      ] BLRX: Signal=1 (Conf=80.0%), Magnitude=-11.72% (Conf=47.4037%)
[2025-12-04T20:57:58.130506] [INFO ] [main      ] Fetching symbol history for QURE...
[2025-12-04T20:57:58.130547] [DEBUG] [REMOTE    ] QURE: Fetching historical data.
[2025-12-04T20:57:58.131505] [INFO ] [main      ] Progress: 644/970 forecasts completed (66.4%). BLRX finished in 0.8s. ETA: 54.9s. Rate: 356.33 forecasts/min
[2025-12-04T20:57:58.142320] [DEBUG] [REMOTE    ] QURE: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:58.143414] [DEBUG] [LOCAL     ] Loaded configuration for QURE: 12 features, N/A% accuracy
[2025-12-04T20:57:58.143466] [INFO ] [LOCAL     ] QURE: Loaded 12 optimal features with 37.56% confidence from JSON config
[2025-12-04T20:57:58.143497] [DEBUG] [MAG       ] Building data for symbol: QURE with lookback: 0
[2025-12-04T20:57:58.144311] [DEBUG] [FEATURES  ] DataBuilder: Executing 12 feature methods.
[2025-12-04T20:57:58.144392] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:58.149133] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:58.150906] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:58.151360] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:58.151758] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-04T20:57:58.152833] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-04T20:57:58.153491] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-04T20:57:58.155474] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:57:58.155971] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:57:58.156983] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:57:58.158590] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:57:58.159589] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:57:58.160253] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:58.168185] [DEBUG] [MAG       ] TSEM: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:58.170129] [DEBUG] [MAG       ] NUVB: Last date is validated at 2025-12-04
[2025-12-04T20:57:58.256251] [DEBUG] [MAG       ] AGEN: Last date is validated at 2025-12-04
[2025-12-04T20:57:58.276021] [INFO ] [LOCAL     ] TSEM: Saved forecast.
[2025-12-04T20:57:58.276090] [INFO ] [main      ] TSEM: Signal=1 (Conf=80.0%), Magnitude=-8.65% (Conf=45.9802%)
[2025-12-04T20:57:58.276434] [INFO ] [main      ] Fetching symbol history for KRYS...
[2025-12-04T20:57:58.276484] [DEBUG] [REMOTE    ] KRYS: Fetching historical data.
[2025-12-04T20:57:58.276656] [INFO ] [main      ] Progress: 645/970 forecasts completed (66.5%). TSEM finished in 0.6s. ETA: 54.7s. Rate: 356.40 forecasts/min
[2025-12-04T20:57:58.287593] [DEBUG] [REMOTE    ] KRYS: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:58.288923] [DEBUG] [LOCAL     ] Loaded configuration for KRYS: 5 features, N/A% accuracy
[2025-12-04T20:57:58.288979] [INFO ] [LOCAL     ] KRYS: Loaded 5 optimal features with 56.22% confidence from JSON config
[2025-12-04T20:57:58.289010] [DEBUG] [MAG       ] Building data for symbol: KRYS with lookback: 0
[2025-12-04T20:57:58.289874] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:57:58.289936] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:57:58.290913] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:57:58.292697] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:57:58.332103] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-04T20:57:58.338291] [DEBUG] [MAG       ] NUVB: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:58.379621] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-04T20:57:58.384126] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:58.405369] [INFO ] [LOCAL     ] NUVB: Saved forecast.
[2025-12-04T20:57:58.405435] [INFO ] [main      ] NUVB: Signal=1 (Conf=80.0%), Magnitude=6.49% (Conf=57.2119%)
[2025-12-04T20:57:58.405795] [INFO ] [main      ] Fetching symbol history for HD...
[2025-12-04T20:57:58.405845] [DEBUG] [REMOTE    ] HD: Fetching historical data.
[2025-12-04T20:57:58.406664] [INFO ] [main      ] Progress: 646/970 forecasts completed (66.6%). NUVB finished in 0.7s. ETA: 54.5s. Rate: 356.53 forecasts/min
[2025-12-04T20:57:58.417134] [DEBUG] [REMOTE    ] HD: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:58.418186] [DEBUG] [LOCAL     ] Loaded configuration for HD: 6 features, N/A% accuracy
[2025-12-04T20:57:58.418263] [INFO ] [LOCAL     ] HD: Loaded 6 optimal features with 62.38% confidence from JSON config
[2025-12-04T20:57:58.418297] [DEBUG] [MAG       ] Building data for symbol: HD with lookback: 0
[2025-12-04T20:57:58.419086] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:57:58.419145] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:58.423868] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:57:58.424897] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:57:58.427457] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-04T20:57:58.428817] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-04T20:57:58.429494] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-04T20:57:58.431140] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:58.483990] [DEBUG] [MAG       ] AGEN: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:58.495857] [DEBUG] [MAG       ] QURE: Last date is validated at 2025-12-04
[2025-12-04T20:57:58.551604] [INFO ] [LOCAL     ] AGEN: Saved forecast.
[2025-12-04T20:57:58.551671] [INFO ] [main      ] AGEN: Signal=1 (Conf=80.0%), Magnitude=-6.96% (Conf=50.8932%)
[2025-12-04T20:57:58.551824] [INFO ] [main      ] Fetching symbol history for CGNX...
[2025-12-04T20:57:58.551868] [DEBUG] [REMOTE    ] CGNX: Fetching historical data.
[2025-12-04T20:57:58.552894] [INFO ] [main      ] Progress: 647/970 forecasts completed (66.7%). AGEN finished in 0.7s. ETA: 54.3s. Rate: 356.60 forecasts/min
[2025-12-04T20:57:58.563115] [DEBUG] [REMOTE    ] CGNX: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:58.564134] [DEBUG] [LOCAL     ] Loaded configuration for CGNX: 1 features, N/A% accuracy
[2025-12-04T20:57:58.564185] [INFO ] [LOCAL     ] CGNX: Loaded 1 optimal features with 61.71% confidence from JSON config
[2025-12-04T20:57:58.564216] [DEBUG] [MAG       ] Building data for symbol: CGNX with lookback: 0
[2025-12-04T20:57:58.565009] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-04T20:57:58.565066] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-04T20:57:58.566839] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:58.666055] [DEBUG] [MAG       ] QURE: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:58.741374] [DEBUG] [MAG       ] KRYS: Last date is validated at 2025-12-04
[2025-12-04T20:57:58.784616] [DEBUG] [MAG       ] HD: Last date is validated at 2025-12-04
[2025-12-04T20:57:58.833816] [INFO ] [LOCAL     ] QURE: Saved forecast.
[2025-12-04T20:57:58.833886] [INFO ] [main      ] QURE: Signal=1 (Conf=80.0%), Magnitude=-0.86% (Conf=37.562%)
[2025-12-04T20:57:58.834046] [INFO ] [main      ] Fetching symbol history for OPCH...
[2025-12-04T20:57:58.834087] [DEBUG] [REMOTE    ] OPCH: Fetching historical data.
[2025-12-04T20:57:58.834854] [INFO ] [main      ] Progress: 648/970 forecasts completed (66.8%). QURE finished in 0.7s. ETA: 54.2s. Rate: 356.23 forecasts/min
[2025-12-04T20:57:58.849874] [DEBUG] [REMOTE    ] OPCH: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:58.851079] [DEBUG] [LOCAL     ] Loaded configuration for OPCH: 2 features, N/A% accuracy
[2025-12-04T20:57:58.851130] [INFO ] [LOCAL     ] OPCH: Loaded 2 optimal features with 50.40% confidence from JSON config
[2025-12-04T20:57:58.851160] [DEBUG] [MAG       ] Building data for symbol: OPCH with lookback: 0
[2025-12-04T20:57:58.851985] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:57:58.852041] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-04T20:57:58.852971] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-04T20:57:58.853686] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:58.907762] [DEBUG] [MAG       ] CGNX: Last date is validated at 2025-12-04
[2025-12-04T20:57:58.925609] [DEBUG] [MAG       ] KRYS: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:58.955406] [DEBUG] [MAG       ] HD: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:59.062691] [INFO ] [LOCAL     ] KRYS: Saved forecast.
[2025-12-04T20:57:59.062779] [INFO ] [main      ] KRYS: Signal=1 (Conf=80.0%), Magnitude=-1.13% (Conf=56.217%)
[2025-12-04T20:57:59.063240] [INFO ] [main      ] Fetching symbol history for REZI...
[2025-12-04T20:57:59.063293] [DEBUG] [REMOTE    ] REZI: Fetching historical data.
[2025-12-04T20:57:59.063680] [INFO ] [main      ] Progress: 649/970 forecasts completed (66.9%). KRYS finished in 0.8s. ETA: 54.1s. Rate: 356.03 forecasts/min
[2025-12-04T20:57:59.076819] [DEBUG] [REMOTE    ] REZI: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:59.077673] [INFO ] [LOCAL     ] HD: Saved forecast.
[2025-12-04T20:57:59.077745] [INFO ] [main      ] HD: Signal=1 (Conf=80.0%), Magnitude=-3.43% (Conf=62.3761%)
[2025-12-04T20:57:59.077934] [DEBUG] [MAG       ] CGNX: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:59.077936] [INFO ] [main      ] Fetching symbol history for NVX...
[2025-12-04T20:57:59.078336] [DEBUG] [REMOTE    ] NVX: Fetching historical data.
[2025-12-04T20:57:59.078402] [DEBUG] [LOCAL     ] Loaded configuration for REZI: 11 features, N/A% accuracy
[2025-12-04T20:57:59.078464] [INFO ] [LOCAL     ] REZI: Loaded 11 optimal features with 41.33% confidence from JSON config
[2025-12-04T20:57:59.078497] [DEBUG] [MAG       ] Building data for symbol: REZI with lookback: 0
[2025-12-04T20:57:59.079188] [INFO ] [main      ] Progress: 650/970 forecasts completed (67.0%). HD finished in 0.7s. ETA: 53.9s. Rate: 356.53 forecasts/min
[2025-12-04T20:57:59.079410] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-12-04T20:57:59.079638] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:59.081503] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:59.082108] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:59.082499] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:57:59.083279] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:57:59.085678] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:57:59.095247] [DEBUG] [REMOTE    ] NVX: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:59.096586] [DEBUG] [LOCAL     ] Loaded configuration for NVX: 4 features, N/A% accuracy
[2025-12-04T20:57:59.096641] [INFO ] [LOCAL     ] NVX: Loaded 4 optimal features with 48.78% confidence from JSON config
[2025-12-04T20:57:59.096673] [DEBUG] [MAG       ] Building data for symbol: NVX with lookback: 0
[2025-12-04T20:57:59.097440] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:57:59.097497] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:59.102289] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:57:59.104688] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-04T20:57:59.106639] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-04T20:57:59.107393] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:59.161783] [INFO ] [LOCAL     ] CGNX: Saved forecast.
[2025-12-04T20:57:59.161861] [INFO ] [main      ] CGNX: Signal=1 (Conf=80.0%), Magnitude=9.33% (Conf=61.7082%)
[2025-12-04T20:57:59.162019] [INFO ] [main      ] Fetching symbol history for MLGO...
[2025-12-04T20:57:59.162062] [DEBUG] [REMOTE    ] MLGO: Fetching historical data.
[2025-12-04T20:57:59.163982] [INFO ] [main      ] Progress: 651/970 forecasts completed (67.1%). CGNX finished in 0.6s. ETA: 53.6s. Rate: 356.80 forecasts/min
[2025-12-04T20:57:59.175235] [DEBUG] [REMOTE    ] MLGO: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:59.176485] [DEBUG] [LOCAL     ] Loaded configuration for MLGO: 3 features, N/A% accuracy
[2025-12-04T20:57:59.176547] [INFO ] [LOCAL     ] MLGO: Loaded 3 optimal features with 29.16% confidence from JSON config
[2025-12-04T20:57:59.176610] [DEBUG] [MAG       ] Building data for symbol: MLGO with lookback: 0
[2025-12-04T20:57:59.177488] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:57:59.177550] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:59.182834] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:57:59.183875] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-04T20:57:59.184732] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:59.198918] [DEBUG] [MAG       ] OPCH: Last date is validated at 2025-12-04
[2025-12-04T20:57:59.199540] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-04T20:57:59.250740] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-04T20:57:59.252363] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-04T20:57:59.253092] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-04T20:57:59.253717] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-04T20:57:59.271732] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:59.363729] [DEBUG] [MAG       ] OPCH: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:59.442149] [INFO ] [LOCAL     ] OPCH: Saved forecast.
[2025-12-04T20:57:59.442215] [INFO ] [main      ] OPCH: Signal=1 (Conf=80.0%), Magnitude=0.82% (Conf=50.4043%)
[2025-12-04T20:57:59.442373] [INFO ] [main      ] Fetching symbol history for INVA...
[2025-12-04T20:57:59.442415] [DEBUG] [REMOTE    ] INVA: Fetching historical data.
[2025-12-04T20:57:59.443093] [INFO ] [main      ] Progress: 652/970 forecasts completed (67.2%). OPCH finished in 0.6s. ETA: 53.5s. Rate: 356.44 forecasts/min
[2025-12-04T20:57:59.446806] [DEBUG] [MAG       ] NVX: Last date is validated at 2025-12-04
[2025-12-04T20:57:59.454183] [DEBUG] [REMOTE    ] INVA: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:59.455142] [DEBUG] [LOCAL     ] Loaded configuration for INVA: 2 features, N/A% accuracy
[2025-12-04T20:57:59.455192] [INFO ] [LOCAL     ] INVA: Loaded 2 optimal features with 55.92% confidence from JSON config
[2025-12-04T20:57:59.455223] [DEBUG] [MAG       ] Building data for symbol: INVA with lookback: 0
[2025-12-04T20:57:59.456008] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:57:59.456064] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:59.457717] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:57:59.458212] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:59.539555] [DEBUG] [MAG       ] MLGO: Last date is validated at 2025-12-04
[2025-12-04T20:57:59.618193] [DEBUG] [MAG       ] NVX: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:59.618157] [DEBUG] [MAG       ] REZI: Last date is validated at 2025-12-04
[2025-12-04T20:57:59.680642] [INFO ] [LOCAL     ] NVX: Saved forecast.
[2025-12-04T20:57:59.680712] [INFO ] [main      ] NVX: Signal=1 (Conf=80.0%), Magnitude=4.95% (Conf=48.7778%)
[2025-12-04T20:57:59.681073] [INFO ] [main      ] Fetching symbol history for MOGO...
[2025-12-04T20:57:59.681123] [DEBUG] [REMOTE    ] MOGO: Fetching historical data.
[2025-12-04T20:57:59.681659] [INFO ] [main      ] Progress: 653/970 forecasts completed (67.3%). NVX finished in 0.6s. ETA: 53.4s. Rate: 356.22 forecasts/min
[2025-12-04T20:57:59.692551] [DEBUG] [REMOTE    ] MOGO: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:59.693698] [DEBUG] [LOCAL     ] Loaded configuration for MOGO: 5 features, N/A% accuracy
[2025-12-04T20:57:59.693749] [INFO ] [LOCAL     ] MOGO: Loaded 5 optimal features with 49.43% confidence from JSON config
[2025-12-04T20:57:59.693781] [DEBUG] [MAG       ] Building data for symbol: MOGO with lookback: 0
[2025-12-04T20:57:59.694665] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:57:59.694723] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:57:59.699732] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:59.701517] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:57:59.701993] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:57:59.702408] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:57:59.702795] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:59.717093] [DEBUG] [MAG       ] MLGO: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:59.788274] [DEBUG] [MAG       ] REZI: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:59.791121] [DEBUG] [MAG       ] INVA: Last date is validated at 2025-12-04
[2025-12-04T20:57:59.892637] [INFO ] [LOCAL     ] REZI: Saved forecast.
[2025-12-04T20:57:59.892726] [INFO ] [main      ] REZI: Signal=1 (Conf=80.0%), Magnitude=2.08% (Conf=41.3326%)
[2025-12-04T20:57:59.893195] [INFO ] [main      ] Fetching symbol history for DARE...
[2025-12-04T20:57:59.893246] [DEBUG] [REMOTE    ] DARE: Fetching historical data.
[2025-12-04T20:57:59.894655] [INFO ] [main      ] Progress: 654/970 forecasts completed (67.4%). REZI finished in 0.8s. ETA: 53.2s. Rate: 356.07 forecasts/min
[2025-12-04T20:57:59.906249] [DEBUG] [REMOTE    ] DARE: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:59.907743] [DEBUG] [LOCAL     ] Loaded configuration for DARE: 3 features, N/A% accuracy
[2025-12-04T20:57:59.907817] [INFO ] [LOCAL     ] DARE: Loaded 3 optimal features with 69.44% confidence from JSON config
[2025-12-04T20:57:59.907851] [DEBUG] [MAG       ] Building data for symbol: DARE with lookback: 0
[2025-12-04T20:57:59.908776] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:57:59.908837] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:57:59.909722] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-04T20:57:59.912632] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-04T20:57:59.913442] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:57:59.952206] [INFO ] [LOCAL     ] MLGO: Saved forecast.
[2025-12-04T20:57:59.952295] [INFO ] [main      ] MLGO: Signal=1 (Conf=80.0%), Magnitude=42.90% (Conf=29.1641%)
[2025-12-04T20:57:59.952796] [INFO ] [main      ] Fetching symbol history for FE...
[2025-12-04T20:57:59.952849] [DEBUG] [REMOTE    ] FE: Fetching historical data.
[2025-12-04T20:57:59.953633] [INFO ] [main      ] Progress: 655/970 forecasts completed (67.5%). MLGO finished in 0.8s. ETA: 53.0s. Rate: 356.43 forecasts/min
[2025-12-04T20:57:59.956623] [DEBUG] [MAG       ] INVA: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:57:59.966355] [DEBUG] [REMOTE    ] FE: Successfully parsed 300 rows of historical data.
[2025-12-04T20:57:59.967734] [DEBUG] [LOCAL     ] Loaded configuration for FE: 6 features, N/A% accuracy
[2025-12-04T20:57:59.967791] [INFO ] [LOCAL     ] FE: Loaded 6 optimal features with 73.37% confidence from JSON config
[2025-12-04T20:57:59.967823] [DEBUG] [MAG       ] Building data for symbol: FE with lookback: 0
[2025-12-04T20:57:59.968831] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:57:59.968893] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:57:59.970753] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:57:59.971323] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:58:00.018873] [INFO ] [LOCAL     ] INVA: Saved forecast.
[2025-12-04T20:58:00.018943] [INFO ] [main      ] INVA: Signal=1 (Conf=80.0%), Magnitude=-2.90% (Conf=55.9206%)
[2025-12-04T20:58:00.019105] [INFO ] [main      ] Fetching symbol history for SBCF...
[2025-12-04T20:58:00.019147] [DEBUG] [REMOTE    ] SBCF: Fetching historical data.
[2025-12-04T20:58:00.020897] [INFO ] [main      ] Progress: 656/970 forecasts completed (67.6%). INVA finished in 0.6s. ETA: 52.8s. Rate: 356.75 forecasts/min
[2025-12-04T20:58:00.033341] [DEBUG] [REMOTE    ] SBCF: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:00.036349] [DEBUG] [LOCAL     ] Loaded configuration for SBCF: 6 features, N/A% accuracy
[2025-12-04T20:58:00.036405] [INFO ] [LOCAL     ] SBCF: Loaded 6 optimal features with 68.25% confidence from JSON config
[2025-12-04T20:58:00.036438] [DEBUG] [MAG       ] Building data for symbol: SBCF with lookback: 0
[2025-12-04T20:58:00.037230] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:58:00.037288] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:00.042016] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:00.043792] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:58:00.044247] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:58:00.048499] [DEBUG] [MAG       ] MOGO: Last date is validated at 2025-12-04
[2025-12-04T20:58:00.086967] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:58:00.089490] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-04T20:58:00.142080] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-04T20:58:00.143358] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:00.221722] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-04T20:58:00.224776] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-04T20:58:00.226173] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:00.272559] [DEBUG] [MAG       ] MOGO: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:00.408796] [INFO ] [LOCAL     ] MOGO: Saved forecast.
[2025-12-04T20:58:00.408872] [INFO ] [main      ] MOGO: Signal=1 (Conf=80.0%), Magnitude=2.60% (Conf=49.4322%)
[2025-12-04T20:58:00.409050] [INFO ] [main      ] Fetching symbol history for PDEX...
[2025-12-04T20:58:00.409092] [DEBUG] [REMOTE    ] PDEX: Fetching historical data.
[2025-12-04T20:58:00.410084] [INFO ] [main      ] Progress: 657/970 forecasts completed (67.7%). MOGO finished in 0.7s. ETA: 52.7s. Rate: 356.04 forecasts/min
[2025-12-04T20:58:00.417930] [DEBUG] [MAG       ] DARE: Last date is validated at 2025-12-04
[2025-12-04T20:58:00.425141] [DEBUG] [REMOTE    ] PDEX: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:00.428187] [DEBUG] [LOCAL     ] Loaded configuration for PDEX: 7 features, N/A% accuracy
[2025-12-04T20:58:00.428256] [INFO ] [LOCAL     ] PDEX: Loaded 7 optimal features with 55.39% confidence from JSON config
[2025-12-04T20:58:00.428304] [DEBUG] [MAG       ] Building data for symbol: PDEX with lookback: 0
[2025-12-04T20:58:00.429184] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-04T20:58:00.429243] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:00.438334] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:00.442170] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:58:00.445687] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:00.446092] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:58:00.559878] [DEBUG] [MAG       ] FE: Last date is validated at 2025-12-04
[2025-12-04T20:58:00.578877] [DEBUG] [MAG       ] SBCF: Last date is validated at 2025-12-04
[2025-12-04T20:58:00.599891] [DEBUG] [MAG       ] DARE: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:00.663427] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:58:00.665462] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-04T20:58:00.668406] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:00.718380] [INFO ] [LOCAL     ] DARE: Saved forecast.
[2025-12-04T20:58:00.718444] [INFO ] [main      ] DARE: Signal=1 (Conf=80.0%), Magnitude=-2.33% (Conf=69.4382%)
[2025-12-04T20:58:00.718620] [INFO ] [main      ] Fetching symbol history for CLB...
[2025-12-04T20:58:00.718663] [DEBUG] [REMOTE    ] CLB: Fetching historical data.
[2025-12-04T20:58:00.721818] [INFO ] [main      ] Progress: 658/970 forecasts completed (67.8%). DARE finished in 0.8s. ETA: 52.6s. Rate: 355.58 forecasts/min
[2025-12-04T20:58:00.740900] [DEBUG] [MAG       ] FE: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:00.742296] [DEBUG] [REMOTE    ] CLB: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:00.743419] [DEBUG] [LOCAL     ] Loaded configuration for CLB: 5 features, N/A% accuracy
[2025-12-04T20:58:00.743472] [INFO ] [LOCAL     ] CLB: Loaded 5 optimal features with 59.58% confidence from JSON config
[2025-12-04T20:58:00.743504] [DEBUG] [MAG       ] Building data for symbol: CLB with lookback: 0
[2025-12-04T20:58:00.744318] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:58:00.744377] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:00.748078] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:58:00.748637] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:00.749056] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:58:00.754445] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-04T20:58:00.755809] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:00.783448] [DEBUG] [MAG       ] SBCF: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:00.822239] [INFO ] [LOCAL     ] FE: Saved forecast.
[2025-12-04T20:58:00.822319] [INFO ] [main      ] FE: Signal=1 (Conf=80.0%), Magnitude=-1.50% (Conf=73.3665%)
[2025-12-04T20:58:00.822493] [INFO ] [main      ] Fetching symbol history for MEOH...
[2025-12-04T20:58:00.824826] [INFO ] [main      ] Progress: 659/970 forecasts completed (67.9%). FE finished in 0.9s. ETA: 52.4s. Rate: 355.79 forecasts/min
[2025-12-04T20:58:00.822534] [DEBUG] [REMOTE    ] MEOH: Fetching historical data.
[2025-12-04T20:58:00.842775] [DEBUG] [REMOTE    ] MEOH: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:00.846639] [DEBUG] [LOCAL     ] Loaded configuration for MEOH: 5 features, N/A% accuracy
[2025-12-04T20:58:00.846702] [INFO ] [LOCAL     ] MEOH: Loaded 5 optimal features with 45.51% confidence from JSON config
[2025-12-04T20:58:00.846737] [DEBUG] [MAG       ] Building data for symbol: MEOH with lookback: 0
[2025-12-04T20:58:00.847799] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:58:00.847906] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:00.853045] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:58:00.853727] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:00.854147] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-04T20:58:00.854865] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-04T20:58:00.860005] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:00.864433] [INFO ] [LOCAL     ] SBCF: Saved forecast.
[2025-12-04T20:58:00.864505] [INFO ] [main      ] SBCF: Signal=1 (Conf=80.0%), Magnitude=0.29% (Conf=68.2545%)
[2025-12-04T20:58:00.864683] [INFO ] [main      ] Fetching symbol history for TMC...
[2025-12-04T20:58:00.864728] [DEBUG] [REMOTE    ] TMC: Fetching historical data.
[2025-12-04T20:58:00.865738] [INFO ] [main      ] Progress: 660/970 forecasts completed (68.0%). SBCF finished in 0.8s. ETA: 52.2s. Rate: 356.20 forecasts/min
[2025-12-04T20:58:00.880557] [DEBUG] [REMOTE    ] TMC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:00.881706] [DEBUG] [LOCAL     ] Loaded configuration for TMC: 0 features, N/A% accuracy
[2025-12-04T20:58:00.881759] [INFO ] [LOCAL     ] TMC: Loaded 0 optimal features with 49.75% confidence from JSON config
[2025-12-04T20:58:00.881790] [DEBUG] [MAG       ] Building data for symbol: TMC with lookback: 0
[2025-12-04T20:58:00.882622] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-04T20:58:01.116598] [DEBUG] [MAG       ] PDEX: Last date is validated at 2025-12-04
[2025-12-04T20:58:01.143910] [DEBUG] [MAG       ] CLB: Last date is validated at 2025-12-04
[2025-12-04T20:58:01.217353] [DEBUG] [MAG       ] MEOH: Last date is validated at 2025-12-04
[2025-12-04T20:58:01.309434] [DEBUG] [MAG       ] PDEX: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:01.313153] [DEBUG] [MAG       ] CLB: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:01.343510] [DEBUG] [MAG       ] TMC: Last date is validated at 2025-12-04
[2025-12-04T20:58:01.389036] [INFO ] [LOCAL     ] CLB: Saved forecast.
[2025-12-04T20:58:01.389106] [INFO ] [main      ] CLB: Signal=1 (Conf=80.0%), Magnitude=4.98% (Conf=59.5835%)
[2025-12-04T20:58:01.389271] [INFO ] [main      ] Fetching symbol history for GLOB...
[2025-12-04T20:58:01.389313] [DEBUG] [REMOTE    ] GLOB: Fetching historical data.
[2025-12-04T20:58:01.389867] [INFO ] [main      ] Progress: 661/970 forecasts completed (68.1%). CLB finished in 0.7s. ETA: 52.2s. Rate: 355.07 forecasts/min
[2025-12-04T20:58:01.392103] [DEBUG] [MAG       ] MEOH: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:01.401059] [DEBUG] [REMOTE    ] GLOB: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:01.402230] [DEBUG] [LOCAL     ] Loaded configuration for GLOB: 2 features, N/A% accuracy
[2025-12-04T20:58:01.402281] [INFO ] [LOCAL     ] GLOB: Loaded 2 optimal features with 56.74% confidence from JSON config
[2025-12-04T20:58:01.402311] [DEBUG] [MAG       ] Building data for symbol: GLOB with lookback: 0
[2025-12-04T20:58:01.403130] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:58:01.403186] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:01.404866] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:58:01.405366] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:01.416032] [INFO ] [LOCAL     ] PDEX: Saved forecast.
[2025-12-04T20:58:01.416108] [INFO ] [main      ] PDEX: Signal=1 (Conf=80.0%), Magnitude=2.12% (Conf=55.3867%)
[2025-12-04T20:58:01.416464] [INFO ] [main      ] Fetching symbol history for VWOB...
[2025-12-04T20:58:01.416513] [DEBUG] [REMOTE    ] VWOB: Fetching historical data.
[2025-12-04T20:58:01.416667] [INFO ] [main      ] Progress: 662/970 forecasts completed (68.2%). PDEX finished in 1.0s. ETA: 52.0s. Rate: 355.52 forecasts/min
[2025-12-04T20:58:01.428167] [DEBUG] [REMOTE    ] VWOB: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:01.429060] [DEBUG] [LOCAL     ] Loaded configuration for VWOB: 9 features, N/A% accuracy
[2025-12-04T20:58:01.429109] [INFO ] [LOCAL     ] VWOB: Loaded 9 optimal features with 75.01% confidence from JSON config
[2025-12-04T20:58:01.429140] [DEBUG] [MAG       ] Building data for symbol: VWOB with lookback: 0
[2025-12-04T20:58:01.429967] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-04T20:58:01.430029] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:01.434911] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:01.436665] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:58:01.437127] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:01.437500] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:58:01.495331] [INFO ] [LOCAL     ] MEOH: Saved forecast.
[2025-12-04T20:58:01.495418] [INFO ] [main      ] MEOH: Signal=1 (Conf=80.0%), Magnitude=2.86% (Conf=45.5074%)
[2025-12-04T20:58:01.496055] [INFO ] [main      ] Fetching symbol history for ANAB...
[2025-12-04T20:58:01.496114] [DEBUG] [REMOTE    ] ANAB: Fetching historical data.
[2025-12-04T20:58:01.496712] [INFO ] [main      ] Progress: 663/970 forecasts completed (68.4%). MEOH finished in 0.7s. ETA: 51.8s. Rate: 355.80 forecasts/min
[2025-12-04T20:58:01.511051] [DEBUG] [REMOTE    ] ANAB: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:01.512817] [DEBUG] [LOCAL     ] Loaded configuration for ANAB: 2 features, N/A% accuracy
[2025-12-04T20:58:01.512883] [INFO ] [LOCAL     ] ANAB: Loaded 2 optimal features with 47.94% confidence from JSON config
[2025-12-04T20:58:01.512917] [DEBUG] [MAG       ] Building data for symbol: ANAB with lookback: 0
[2025-12-04T20:58:01.513986] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:58:01.514243] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:58:01.521894] [DEBUG] [MAG       ] TMC: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:01.546351] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-04T20:58:01.547731] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-04T20:58:01.549017] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-04T20:58:01.550314] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-04T20:58:01.552973] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:01.587130] [INFO ] [LOCAL     ] TMC: Saved forecast.
[2025-12-04T20:58:01.587197] [INFO ] [main      ] TMC: Signal=1 (Conf=80.0%), Magnitude=11.52% (Conf=49.7496%)
[2025-12-04T20:58:01.587371] [INFO ] [main      ] Fetching symbol history for ADI...
[2025-12-04T20:58:01.587425] [DEBUG] [REMOTE    ] ADI: Fetching historical data.
[2025-12-04T20:58:01.588200] [INFO ] [main      ] Progress: 664/970 forecasts completed (68.5%). TMC finished in 0.7s. ETA: 51.6s. Rate: 356.04 forecasts/min
[2025-12-04T20:58:01.599443] [DEBUG] [REMOTE    ] ADI: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:01.600494] [DEBUG] [LOCAL     ] Loaded configuration for ADI: 8 features, N/A% accuracy
[2025-12-04T20:58:01.600552] [INFO ] [LOCAL     ] ADI: Loaded 8 optimal features with 51.63% confidence from JSON config
[2025-12-04T20:58:01.600607] [DEBUG] [MAG       ] Building data for symbol: ADI with lookback: 0
[2025-12-04T20:58:01.601415] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-04T20:58:01.601477] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:01.603612] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:58:01.604130] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:58:01.604598] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:01.605000] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-04T20:58:01.630797] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-04T20:58:01.635130] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:01.656371] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-04T20:58:01.657555] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:58:01.658739] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-04T20:58:01.660724] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:01.750272] [DEBUG] [MAG       ] GLOB: Last date is validated at 2025-12-04
[2025-12-04T20:58:01.893527] [DEBUG] [MAG       ] VWOB: Last date is validated at 2025-12-04
[2025-12-04T20:58:01.924011] [DEBUG] [MAG       ] GLOB: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:02.001754] [DEBUG] [MAG       ] ANAB: Last date is validated at 2025-12-04
[2025-12-04T20:58:02.002260] [DEBUG] [MAG       ] ADI: Last date is validated at 2025-12-04
[2025-12-04T20:58:02.059133] [INFO ] [LOCAL     ] GLOB: Saved forecast.
[2025-12-04T20:58:02.059204] [INFO ] [main      ] GLOB: Signal=1 (Conf=80.0%), Magnitude=9.16% (Conf=56.7418%)
[2025-12-04T20:58:02.059582] [INFO ] [main      ] Fetching symbol history for UZE...
[2025-12-04T20:58:02.059633] [DEBUG] [REMOTE    ] UZE: Fetching historical data.
[2025-12-04T20:58:02.059656] [INFO ] [main      ] Progress: 665/970 forecasts completed (68.6%). GLOB finished in 0.7s. ETA: 51.5s. Rate: 355.08 forecasts/min
[2025-12-04T20:58:02.063818] [DEBUG] [MAG       ] VWOB: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:02.071992] [DEBUG] [REMOTE    ] UZE: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:02.073203] [DEBUG] [LOCAL     ] Loaded configuration for UZE: 4 features, N/A% accuracy
[2025-12-04T20:58:02.073253] [INFO ] [LOCAL     ] UZE: Loaded 4 optimal features with 60.93% confidence from JSON config
[2025-12-04T20:58:02.073284] [DEBUG] [MAG       ] Building data for symbol: UZE with lookback: 0
[2025-12-04T20:58:02.074140] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:58:02.074199] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:02.079568] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:02.081522] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:58:02.082006] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:02.082422] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:02.134947] [INFO ] [LOCAL     ] VWOB: Saved forecast.
[2025-12-04T20:58:02.135019] [INFO ] [main      ] VWOB: Signal=1 (Conf=80.0%), Magnitude=0.18% (Conf=75.0092%)
[2025-12-04T20:58:02.135180] [INFO ] [main      ] Fetching symbol history for AIZN...
[2025-12-04T20:58:02.135222] [DEBUG] [REMOTE    ] AIZN: Fetching historical data.
[2025-12-04T20:58:02.136641] [INFO ] [main      ] Progress: 666/970 forecasts completed (68.7%). VWOB finished in 0.7s. ETA: 51.3s. Rate: 355.38 forecasts/min
[2025-12-04T20:58:02.147537] [DEBUG] [REMOTE    ] AIZN: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:02.148615] [DEBUG] [LOCAL     ] Loaded configuration for AIZN: 6 features, N/A% accuracy
[2025-12-04T20:58:02.148672] [INFO ] [LOCAL     ] AIZN: Loaded 6 optimal features with 54.07% confidence from JSON config
[2025-12-04T20:58:02.148704] [DEBUG] [MAG       ] Building data for symbol: AIZN with lookback: 0
[2025-12-04T20:58:02.149889] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:58:02.149949] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:58:02.150835] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:58:02.153350] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-04T20:58:02.154568] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-04T20:58:02.157421] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-04T20:58:02.159953] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:02.161645] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:02.171603] [DEBUG] [MAG       ] ADI: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:02.178157] [DEBUG] [MAG       ] ANAB: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:02.277918] [INFO ] [LOCAL     ] ANAB: Saved forecast.
[2025-12-04T20:58:02.278003] [INFO ] [main      ] ANAB: Signal=1 (Conf=80.0%), Magnitude=-1.59% (Conf=47.9359%)
[2025-12-04T20:58:02.278210] [INFO ] [main      ] Fetching symbol history for PZZA...
[2025-12-04T20:58:02.278281] [DEBUG] [REMOTE    ] PZZA: Fetching historical data.
[2025-12-04T20:58:02.278930] [INFO ] [main      ] Progress: 667/970 forecasts completed (68.8%). ANAB finished in 0.8s. ETA: 51.1s. Rate: 355.46 forecasts/min
[2025-12-04T20:58:02.291852] [DEBUG] [REMOTE    ] PZZA: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:02.292955] [DEBUG] [LOCAL     ] Loaded configuration for PZZA: 1 features, N/A% accuracy
[2025-12-04T20:58:02.293010] [INFO ] [LOCAL     ] PZZA: Loaded 1 optimal features with 49.76% confidence from JSON config
[2025-12-04T20:58:02.293041] [DEBUG] [MAG       ] Building data for symbol: PZZA with lookback: 0
[2025-12-04T20:58:02.293960] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-04T20:58:02.294020] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-04T20:58:02.296943] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:02.316676] [INFO ] [LOCAL     ] ADI: Saved forecast.
[2025-12-04T20:58:02.316760] [INFO ] [main      ] ADI: Signal=1 (Conf=80.0%), Magnitude=-4.17% (Conf=51.6258%)
[2025-12-04T20:58:02.316975] [INFO ] [main      ] Fetching symbol history for FEMB...
[2025-12-04T20:58:02.317038] [DEBUG] [REMOTE    ] FEMB: Fetching historical data.
[2025-12-04T20:58:02.317929] [INFO ] [main      ] Progress: 668/970 forecasts completed (68.9%). ADI finished in 0.7s. ETA: 50.9s. Rate: 355.87 forecasts/min
[2025-12-04T20:58:02.332036] [DEBUG] [REMOTE    ] FEMB: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:02.334641] [DEBUG] [LOCAL     ] Loaded configuration for FEMB: 4 features, N/A% accuracy
[2025-12-04T20:58:02.334717] [INFO ] [LOCAL     ] FEMB: Loaded 4 optimal features with 65.03% confidence from JSON config
[2025-12-04T20:58:02.334772] [DEBUG] [MAG       ] Building data for symbol: FEMB with lookback: 0
[2025-12-04T20:58:02.335846] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:58:02.335916] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:02.341426] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:02.343282] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:58:02.343813] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:02.344206] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:02.424026] [DEBUG] [MAG       ] UZE: Last date is validated at 2025-12-04
[2025-12-04T20:58:02.500948] [DEBUG] [MAG       ] AIZN: Last date is validated at 2025-12-04
[2025-12-04T20:58:02.596032] [DEBUG] [MAG       ] UZE: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:02.640060] [DEBUG] [MAG       ] PZZA: Last date is validated at 2025-12-04
[2025-12-04T20:58:02.657285] [INFO ] [LOCAL     ] UZE: Saved forecast.
[2025-12-04T20:58:02.657358] [INFO ] [main      ] UZE: Signal=1 (Conf=80.0%), Magnitude=-0.14% (Conf=60.9348%)
[2025-12-04T20:58:02.657714] [INFO ] [main      ] Fetching symbol history for UTF...
[2025-12-04T20:58:02.657764] [DEBUG] [REMOTE    ] UTF: Fetching historical data.
[2025-12-04T20:58:02.658605] [INFO ] [main      ] Progress: 669/970 forecasts completed (69.0%). UZE finished in 0.6s. ETA: 50.8s. Rate: 355.33 forecasts/min
[2025-12-04T20:58:02.668861] [DEBUG] [REMOTE    ] UTF: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:02.670004] [DEBUG] [LOCAL     ] Loaded configuration for UTF: 3 features, N/A% accuracy
[2025-12-04T20:58:02.670055] [INFO ] [LOCAL     ] UTF: Loaded 3 optimal features with 56.34% confidence from JSON config
[2025-12-04T20:58:02.670086] [DEBUG] [MAG       ] Building data for symbol: UTF with lookback: 0
[2025-12-04T20:58:02.670906] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:58:02.670968] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:58:02.673300] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-04T20:58:02.674067] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-04T20:58:02.676770] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:02.691848] [DEBUG] [MAG       ] FEMB: Last date is validated at 2025-12-04
[2025-12-04T20:58:02.721031] [DEBUG] [MAG       ] AIZN: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:02.804526] [INFO ] [LOCAL     ] AIZN: Saved forecast.
[2025-12-04T20:58:02.804640] [INFO ] [main      ] AIZN: Signal=1 (Conf=80.0%), Magnitude=0.92% (Conf=54.0706%)
[2025-12-04T20:58:02.805141] [INFO ] [main      ] Fetching symbol history for NCTY...
[2025-12-04T20:58:02.805200] [DEBUG] [REMOTE    ] NCTY: Fetching historical data.
[2025-12-04T20:58:02.805619] [INFO ] [main      ] Progress: 670/970 forecasts completed (69.1%). AIZN finished in 0.7s. ETA: 50.6s. Rate: 355.40 forecasts/min
[2025-12-04T20:58:02.814540] [DEBUG] [MAG       ] PZZA: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:02.817604] [DEBUG] [REMOTE    ] NCTY: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:02.818782] [DEBUG] [LOCAL     ] Loaded configuration for NCTY: 5 features, N/A% accuracy
[2025-12-04T20:58:02.818834] [INFO ] [LOCAL     ] NCTY: Loaded 5 optimal features with 55.93% confidence from JSON config
[2025-12-04T20:58:02.818866] [DEBUG] [MAG       ] Building data for symbol: NCTY with lookback: 0
[2025-12-04T20:58:02.819704] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:58:02.819764] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:58:02.820672] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:58:02.822407] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-04T20:58:02.823219] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-04T20:58:02.823927] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-04T20:58:02.825346] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:02.856617] [DEBUG] [MAG       ] FEMB: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:02.910555] [INFO ] [LOCAL     ] PZZA: Saved forecast.
[2025-12-04T20:58:02.910654] [INFO ] [main      ] PZZA: Signal=1 (Conf=80.0%), Magnitude=-1.10% (Conf=49.7611%)
[2025-12-04T20:58:02.911115] [INFO ] [main      ] Fetching symbol history for HAL...
[2025-12-04T20:58:02.911165] [DEBUG] [REMOTE    ] HAL: Fetching historical data.
[2025-12-04T20:58:02.911678] [INFO ] [main      ] Progress: 671/970 forecasts completed (69.2%). PZZA finished in 0.6s. ETA: 50.5s. Rate: 355.59 forecasts/min
[2025-12-04T20:58:02.912978] [INFO ] [LOCAL     ] FEMB: Saved forecast.
[2025-12-04T20:58:02.913043] [INFO ] [main      ] FEMB: Signal=1 (Conf=80.0%), Magnitude=0.15% (Conf=65.0283%)
[2025-12-04T20:58:02.913593] [INFO ] [main      ] Progress: 672/970 forecasts completed (69.3%). FEMB finished in 0.6s. ETA: 50.2s. Rate: 356.12 forecasts/min
[2025-12-04T20:58:02.913851] [INFO ] [main      ] Fetching symbol history for PKOH...
[2025-12-04T20:58:02.913973] [DEBUG] [REMOTE    ] PKOH: Fetching historical data.
[2025-12-04T20:58:02.924235] [DEBUG] [REMOTE    ] HAL: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:02.925180] [DEBUG] [LOCAL     ] Loaded configuration for HAL: 2 features, N/A% accuracy
[2025-12-04T20:58:02.925236] [INFO ] [LOCAL     ] HAL: Loaded 2 optimal features with 53.10% confidence from JSON config
[2025-12-04T20:58:02.925267] [DEBUG] [MAG       ] Building data for symbol: HAL with lookback: 0
[2025-12-04T20:58:02.926097] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:58:02.926156] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:02.926920] [DEBUG] [REMOTE    ] PKOH: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:02.927823] [DEBUG] [LOCAL     ] Loaded configuration for PKOH: 6 features, N/A% accuracy
[2025-12-04T20:58:02.927876] [INFO ] [LOCAL     ] PKOH: Loaded 6 optimal features with 51.78% confidence from JSON config
[2025-12-04T20:58:02.927907] [DEBUG] [MAG       ] Building data for symbol: PKOH with lookback: 0
[2025-12-04T20:58:02.928810] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:58:02.928897] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:02.930939] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:58:02.933776] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:02.935618] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:58:02.936099] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:02.936477] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:58:02.937364] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-04T20:58:02.938702] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:03.017499] [DEBUG] [MAG       ] UTF: Last date is validated at 2025-12-04
[2025-12-04T20:58:03.037093] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:03.187262] [DEBUG] [MAG       ] UTF: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:03.207969] [DEBUG] [MAG       ] NCTY: Last date is validated at 2025-12-04
[2025-12-04T20:58:03.253029] [INFO ] [LOCAL     ] UTF: Saved forecast.
[2025-12-04T20:58:03.253098] [INFO ] [main      ] UTF: Signal=1 (Conf=80.0%), Magnitude=-0.34% (Conf=56.3356%)
[2025-12-04T20:58:03.253562] [INFO ] [main      ] Fetching symbol history for TDG...
[2025-12-04T20:58:03.253629] [DEBUG] [REMOTE    ] TDG: Fetching historical data.
[2025-12-04T20:58:03.253703] [INFO ] [main      ] Progress: 673/970 forecasts completed (69.4%). UTF finished in 0.6s. ETA: 50.1s. Rate: 355.58 forecasts/min
[2025-12-04T20:58:03.264909] [DEBUG] [REMOTE    ] TDG: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:03.265824] [DEBUG] [LOCAL     ] Loaded configuration for TDG: 4 features, N/A% accuracy
[2025-12-04T20:58:03.265880] [INFO ] [LOCAL     ] TDG: Loaded 4 optimal features with 59.97% confidence from JSON config
[2025-12-04T20:58:03.265912] [DEBUG] [MAG       ] Building data for symbol: TDG with lookback: 0
[2025-12-04T20:58:03.266734] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:58:03.266796] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:03.271480] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:58:03.272421] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:58:03.274046] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-04T20:58:03.274730] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:03.290734] [DEBUG] [MAG       ] PKOH: Last date is validated at 2025-12-04
[2025-12-04T20:58:03.369983] [DEBUG] [MAG       ] HAL: Last date is validated at 2025-12-04
[2025-12-04T20:58:03.374726] [DEBUG] [MAG       ] NCTY: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:03.452065] [INFO ] [LOCAL     ] NCTY: Saved forecast.
[2025-12-04T20:58:03.452133] [INFO ] [main      ] NCTY: Signal=1 (Conf=80.0%), Magnitude=2.04% (Conf=55.9296%)
[2025-12-04T20:58:03.452483] [INFO ] [main      ] Fetching symbol history for AVAH...
[2025-12-04T20:58:03.452532] [DEBUG] [REMOTE    ] AVAH: Fetching historical data.
[2025-12-04T20:58:03.453354] [INFO ] [main      ] Progress: 674/970 forecasts completed (69.5%). NCTY finished in 0.6s. ETA: 50.0s. Rate: 355.48 forecasts/min
[2025-12-04T20:58:03.462882] [DEBUG] [MAG       ] PKOH: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:03.464921] [DEBUG] [REMOTE    ] AVAH: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:03.466288] [DEBUG] [LOCAL     ] Loaded configuration for AVAH: 5 features, N/A% accuracy
[2025-12-04T20:58:03.466367] [INFO ] [LOCAL     ] AVAH: Loaded 5 optimal features with 38.33% confidence from JSON config
[2025-12-04T20:58:03.466398] [DEBUG] [MAG       ] Building data for symbol: AVAH with lookback: 0
[2025-12-04T20:58:03.467539] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:58:03.467619] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:58:03.470058] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:58:03.509819] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-04T20:58:03.514145] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-04T20:58:03.515531] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-04T20:58:03.518332] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:03.541181] [DEBUG] [MAG       ] HAL: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:03.546948] [INFO ] [LOCAL     ] PKOH: Saved forecast.
[2025-12-04T20:58:03.547032] [INFO ] [main      ] PKOH: Signal=1 (Conf=80.0%), Magnitude=3.51% (Conf=51.784%)
[2025-12-04T20:58:03.547274] [INFO ] [main      ] Fetching symbol history for DLNG...
[2025-12-04T20:58:03.547324] [DEBUG] [REMOTE    ] DLNG: Fetching historical data.
[2025-12-04T20:58:03.547881] [INFO ] [main      ] Progress: 675/970 forecasts completed (69.6%). PKOH finished in 0.6s. ETA: 49.8s. Rate: 355.71 forecasts/min
[2025-12-04T20:58:03.561062] [DEBUG] [REMOTE    ] DLNG: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:03.562240] [DEBUG] [LOCAL     ] Loaded configuration for DLNG: 3 features, N/A% accuracy
[2025-12-04T20:58:03.562299] [INFO ] [LOCAL     ] DLNG: Loaded 3 optimal features with 53.38% confidence from JSON config
[2025-12-04T20:58:03.562333] [DEBUG] [MAG       ] Building data for symbol: DLNG with lookback: 0
[2025-12-04T20:58:03.563256] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:58:03.563348] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:58:03.564205] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:58:03.566877] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-04T20:58:03.567950] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:03.617302] [DEBUG] [MAG       ] TDG: Last date is validated at 2025-12-04
[2025-12-04T20:58:03.620726] [INFO ] [LOCAL     ] HAL: Saved forecast.
[2025-12-04T20:58:03.620793] [INFO ] [main      ] HAL: Signal=1 (Conf=80.0%), Magnitude=0.14% (Conf=53.1005%)
[2025-12-04T20:58:03.621126] [INFO ] [main      ] Fetching symbol history for STX...
[2025-12-04T20:58:03.621175] [DEBUG] [REMOTE    ] STX: Fetching historical data.
[2025-12-04T20:58:03.621670] [INFO ] [main      ] Progress: 676/970 forecasts completed (69.7%). HAL finished in 0.7s. ETA: 49.5s. Rate: 356.01 forecasts/min
[2025-12-04T20:58:03.635882] [DEBUG] [REMOTE    ] STX: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:03.637394] [DEBUG] [LOCAL     ] Loaded configuration for STX: 6 features, N/A% accuracy
[2025-12-04T20:58:03.637451] [INFO ] [LOCAL     ] STX: Loaded 6 optimal features with 53.41% confidence from JSON config
[2025-12-04T20:58:03.637484] [DEBUG] [MAG       ] Building data for symbol: STX with lookback: 0
[2025-12-04T20:58:03.638515] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:58:03.638597] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:03.640443] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:58:03.641069] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:03.641482] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:58:03.642352] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:58:03.683876] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-04T20:58:03.685615] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:03.784653] [DEBUG] [MAG       ] TDG: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:03.879681] [DEBUG] [MAG       ] AVAH: Last date is validated at 2025-12-04
[2025-12-04T20:58:03.920240] [DEBUG] [MAG       ] DLNG: Last date is validated at 2025-12-04
[2025-12-04T20:58:03.964511] [INFO ] [LOCAL     ] TDG: Saved forecast.
[2025-12-04T20:58:03.964607] [INFO ] [main      ] TDG: Signal=1 (Conf=80.0%), Magnitude=-0.82% (Conf=59.9744%)
[2025-12-04T20:58:03.964982] [INFO ] [main      ] Fetching symbol history for BSCX...
[2025-12-04T20:58:03.965044] [DEBUG] [REMOTE    ] BSCX: Fetching historical data.
[2025-12-04T20:58:03.966660] [INFO ] [main      ] Progress: 677/970 forecasts completed (69.8%). TDG finished in 0.7s. ETA: 49.5s. Rate: 355.46 forecasts/min
[2025-12-04T20:58:03.977403] [DEBUG] [REMOTE    ] BSCX: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:03.978641] [DEBUG] [LOCAL     ] Loaded configuration for BSCX: 5 features, N/A% accuracy
[2025-12-04T20:58:03.978695] [INFO ] [LOCAL     ] BSCX: Loaded 5 optimal features with 43.23% confidence from JSON config
[2025-12-04T20:58:03.978727] [DEBUG] [MAG       ] Building data for symbol: BSCX with lookback: 0
[2025-12-04T20:58:03.979527] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:58:03.979604] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-04T20:58:03.980904] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-04T20:58:03.983688] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-04T20:58:03.984407] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-04T20:58:03.985080] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-04T20:58:03.987754] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:04.034616] [DEBUG] [MAG       ] STX: Last date is validated at 2025-12-04
[2025-12-04T20:58:04.060777] [DEBUG] [MAG       ] AVAH: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:04.099951] [DEBUG] [MAG       ] DLNG: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:04.133897] [INFO ] [LOCAL     ] AVAH: Saved forecast.
[2025-12-04T20:58:04.133984] [INFO ] [main      ] AVAH: Signal=1 (Conf=80.0%), Magnitude=2.51% (Conf=38.3316%)
[2025-12-04T20:58:04.134414] [INFO ] [main      ] Progress: 678/970 forecasts completed (69.9%). AVAH finished in 0.7s. ETA: 49.3s. Rate: 355.46 forecasts/min
[2025-12-04T20:58:04.134558] [INFO ] [main      ] Fetching symbol history for RGTI...
[2025-12-04T20:58:04.134623] [DEBUG] [REMOTE    ] RGTI: Fetching historical data.
[2025-12-04T20:58:04.146599] [DEBUG] [REMOTE    ] RGTI: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:04.147652] [DEBUG] [LOCAL     ] Loaded configuration for RGTI: 3 features, N/A% accuracy
[2025-12-04T20:58:04.147703] [INFO ] [LOCAL     ] RGTI: Loaded 3 optimal features with 58.07% confidence from JSON config
[2025-12-04T20:58:04.147769] [DEBUG] [MAG       ] Building data for symbol: RGTI with lookback: 0
[2025-12-04T20:58:04.148736] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:58:04.148796] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:04.154202] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-04T20:58:04.155533] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-04T20:58:04.158430] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:04.158842] [INFO ] [LOCAL     ] DLNG: Saved forecast.
[2025-12-04T20:58:04.158925] [INFO ] [main      ] DLNG: Signal=1 (Conf=80.0%), Magnitude=-0.07% (Conf=53.384%)
[2025-12-04T20:58:04.159530] [INFO ] [main      ] Fetching symbol history for BOLD...
[2025-12-04T20:58:04.159603] [DEBUG] [REMOTE    ] BOLD: Fetching historical data.
[2025-12-04T20:58:04.159679] [INFO ] [main      ] Progress: 679/970 forecasts completed (70.0%). DLNG finished in 0.6s. ETA: 49.1s. Rate: 355.91 forecasts/min
[2025-12-04T20:58:04.174933] [DEBUG] [REMOTE    ] BOLD: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:04.176149] [DEBUG] [LOCAL     ] Loaded configuration for BOLD: 6 features, N/A% accuracy
[2025-12-04T20:58:04.176203] [INFO ] [LOCAL     ] BOLD: Loaded 6 optimal features with 58.24% confidence from JSON config
[2025-12-04T20:58:04.176233] [DEBUG] [MAG       ] Building data for symbol: BOLD with lookback: 0
[2025-12-04T20:58:04.177127] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:58:04.177214] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:04.182224] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:04.184098] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:58:04.184593] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:04.185023] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:58:04.220631] [DEBUG] [MAG       ] STX: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:04.225588] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-04T20:58:04.227032] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:04.334248] [DEBUG] [MAG       ] BSCX: Last date is validated at 2025-12-04
[2025-12-04T20:58:04.367145] [INFO ] [LOCAL     ] STX: Saved forecast.
[2025-12-04T20:58:04.367239] [INFO ] [main      ] STX: Signal=1 (Conf=80.0%), Magnitude=-3.41% (Conf=53.4063%)
[2025-12-04T20:58:04.367771] [INFO ] [main      ] Fetching symbol history for AFRI...
[2025-12-04T20:58:04.367827] [DEBUG] [REMOTE    ] AFRI: Fetching historical data.
[2025-12-04T20:58:04.368684] [INFO ] [main      ] Progress: 680/970 forecasts completed (70.1%). STX finished in 0.7s. ETA: 48.9s. Rate: 355.78 forecasts/min
[2025-12-04T20:58:04.380883] [DEBUG] [REMOTE    ] AFRI: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:04.382267] [DEBUG] [LOCAL     ] Loaded configuration for AFRI: 6 features, N/A% accuracy
[2025-12-04T20:58:04.382708] [INFO ] [LOCAL     ] AFRI: Loaded 6 optimal features with 47.51% confidence from JSON config
[2025-12-04T20:58:04.382745] [DEBUG] [MAG       ] Building data for symbol: AFRI with lookback: 0
[2025-12-04T20:58:04.383867] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:58:04.383930] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:58:04.384806] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-04T20:58:04.385554] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:04.387533] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:58:04.388086] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:58:04.389312] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-04T20:58:04.391334] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:04.508125] [DEBUG] [MAG       ] BSCX: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:04.519807] [DEBUG] [MAG       ] RGTI: Last date is validated at 2025-12-04
[2025-12-04T20:58:04.566255] [INFO ] [LOCAL     ] BSCX: Saved forecast.
[2025-12-04T20:58:04.566322] [INFO ] [main      ] BSCX: Signal=1 (Conf=80.0%), Magnitude=-0.02% (Conf=43.2289%)
[2025-12-04T20:58:04.566479] [INFO ] [main      ] Fetching symbol history for EHC...
[2025-12-04T20:58:04.566525] [DEBUG] [REMOTE    ] EHC: Fetching historical data.
[2025-12-04T20:58:04.567598] [INFO ] [main      ] Progress: 681/970 forecasts completed (70.2%). BSCX finished in 0.6s. ETA: 48.8s. Rate: 355.69 forecasts/min
[2025-12-04T20:58:04.577729] [DEBUG] [REMOTE    ] EHC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:04.578735] [DEBUG] [LOCAL     ] Loaded configuration for EHC: 6 features, N/A% accuracy
[2025-12-04T20:58:04.578789] [INFO ] [LOCAL     ] EHC: Loaded 6 optimal features with 46.79% confidence from JSON config
[2025-12-04T20:58:04.578821] [DEBUG] [MAG       ] Building data for symbol: EHC with lookback: 0
[2025-12-04T20:58:04.579615] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:58:04.579672] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:58:04.584396] [DEBUG] [MAG       ] BOLD: Last date is validated at 2025-12-04
[2025-12-04T20:58:04.686773] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-04T20:58:04.686812] [DEBUG] [MAG       ] RGTI: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:04.735723] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:04.737782] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:58:04.738321] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:58:04.739402] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-04T20:58:04.741355] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:04.753413] [DEBUG] [MAG       ] AFRI: Last date is validated at 2025-12-04
[2025-12-04T20:58:04.762839] [DEBUG] [MAG       ] BOLD: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:04.795455] [INFO ] [LOCAL     ] RGTI: Saved forecast.
[2025-12-04T20:58:04.795524] [INFO ] [main      ] RGTI: Signal=1 (Conf=80.0%), Magnitude=15.65% (Conf=58.0672%)
[2025-12-04T20:58:04.795699] [INFO ] [main      ] Fetching symbol history for MRAM...
[2025-12-04T20:58:04.795743] [DEBUG] [REMOTE    ] MRAM: Fetching historical data.
[2025-12-04T20:58:04.797676] [INFO ] [main      ] Progress: 682/970 forecasts completed (70.3%). RGTI finished in 0.7s. ETA: 48.6s. Rate: 355.50 forecasts/min
[2025-12-04T20:58:04.807017] [DEBUG] [REMOTE    ] MRAM: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:04.808015] [DEBUG] [LOCAL     ] Loaded configuration for MRAM: 2 features, N/A% accuracy
[2025-12-04T20:58:04.808067] [INFO ] [LOCAL     ] MRAM: Loaded 2 optimal features with 64.81% confidence from JSON config
[2025-12-04T20:58:04.808098] [DEBUG] [MAG       ] Building data for symbol: MRAM with lookback: 0
[2025-12-04T20:58:04.808956] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:58:04.809019] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:04.813777] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:58:04.814734] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:04.826190] [INFO ] [LOCAL     ] BOLD: Saved forecast.
[2025-12-04T20:58:04.826280] [INFO ] [main      ] BOLD: Signal=1 (Conf=80.0%), Magnitude=0.90% (Conf=58.2373%)
[2025-12-04T20:58:04.826491] [INFO ] [main      ] Fetching symbol history for PDD...
[2025-12-04T20:58:04.826536] [DEBUG] [REMOTE    ] PDD: Fetching historical data.
[2025-12-04T20:58:04.827627] [INFO ] [main      ] Progress: 683/970 forecasts completed (70.4%). BOLD finished in 0.7s. ETA: 48.4s. Rate: 355.93 forecasts/min
[2025-12-04T20:58:04.841677] [DEBUG] [REMOTE    ] PDD: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:04.842748] [DEBUG] [LOCAL     ] Loaded configuration for PDD: 9 features, N/A% accuracy
[2025-12-04T20:58:04.842808] [INFO ] [LOCAL     ] PDD: Loaded 9 optimal features with 52.04% confidence from JSON config
[2025-12-04T20:58:04.842840] [DEBUG] [MAG       ] Building data for symbol: PDD with lookback: 0
[2025-12-04T20:58:04.843756] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-04T20:58:04.843819] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:04.849197] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:04.851192] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:58:04.851717] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:58:04.852169] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:04.852589] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-04T20:58:04.853553] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-04T20:58:04.857124] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-04T20:58:04.858211] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-04T20:58:04.859034] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:04.925166] [DEBUG] [MAG       ] AFRI: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:04.989228] [INFO ] [LOCAL     ] AFRI: Saved forecast.
[2025-12-04T20:58:04.989327] [INFO ] [main      ] AFRI: Signal=1 (Conf=80.0%), Magnitude=4.51% (Conf=47.507%)
[2025-12-04T20:58:04.989838] [INFO ] [main      ] Fetching symbol history for CLS...
[2025-12-04T20:58:04.989895] [DEBUG] [REMOTE    ] CLS: Fetching historical data.
[2025-12-04T20:58:04.990723] [INFO ] [main      ] Progress: 684/970 forecasts completed (70.5%). AFRI finished in 0.6s. ETA: 48.2s. Rate: 355.95 forecasts/min
[2025-12-04T20:58:05.005833] [DEBUG] [REMOTE    ] CLS: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:05.007487] [DEBUG] [LOCAL     ] Loaded configuration for CLS: 6 features, N/A% accuracy
[2025-12-04T20:58:05.007548] [INFO ] [LOCAL     ] CLS: Loaded 6 optimal features with 61.77% confidence from JSON config
[2025-12-04T20:58:05.007603] [DEBUG] [MAG       ] Building data for symbol: CLS with lookback: 0
[2025-12-04T20:58:05.008679] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:58:05.008771] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:05.010638] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:58:05.011229] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:58:05.011747] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:05.012149] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:58:05.077169] [DEBUG] [MAG       ] EHC: Last date is validated at 2025-12-04
[2025-12-04T20:58:05.128203] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-04T20:58:05.148759] [DEBUG] [MAG       ] MRAM: Last date is validated at 2025-12-04
[2025-12-04T20:58:05.178073] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:05.214469] [DEBUG] [MAG       ] PDD: Last date is validated at 2025-12-04
[2025-12-04T20:58:05.240793] [DEBUG] [MAG       ] EHC: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:05.314426] [DEBUG] [MAG       ] MRAM: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:05.337784] [INFO ] [LOCAL     ] EHC: Saved forecast.
[2025-12-04T20:58:05.337853] [INFO ] [main      ] EHC: Signal=1 (Conf=80.0%), Magnitude=-1.54% (Conf=46.791%)
[2025-12-04T20:58:05.338208] [INFO ] [main      ] Fetching symbol history for BDX...
[2025-12-04T20:58:05.338276] [DEBUG] [REMOTE    ] BDX: Fetching historical data.
[2025-12-04T20:58:05.338708] [INFO ] [main      ] Progress: 685/970 forecasts completed (70.6%). EHC finished in 0.8s. ETA: 48.1s. Rate: 355.39 forecasts/min
[2025-12-04T20:58:05.349383] [DEBUG] [REMOTE    ] BDX: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:05.350382] [DEBUG] [LOCAL     ] Loaded configuration for BDX: 2 features, N/A% accuracy
[2025-12-04T20:58:05.350436] [INFO ] [LOCAL     ] BDX: Loaded 2 optimal features with 60.60% confidence from JSON config
[2025-12-04T20:58:05.350468] [DEBUG] [MAG       ] Building data for symbol: BDX with lookback: 0
[2025-12-04T20:58:05.351275] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:58:05.351330] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:58:05.352234] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:58:05.354646] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:05.379099] [INFO ] [LOCAL     ] MRAM: Saved forecast.
[2025-12-04T20:58:05.379182] [INFO ] [main      ] MRAM: Signal=1 (Conf=80.0%), Magnitude=4.78% (Conf=64.813%)
[2025-12-04T20:58:05.379342] [INFO ] [main      ] Fetching symbol history for EL...
[2025-12-04T20:58:05.379385] [DEBUG] [REMOTE    ] EL: Fetching historical data.
[2025-12-04T20:58:05.381686] [INFO ] [main      ] Progress: 686/970 forecasts completed (70.7%). MRAM finished in 0.6s. ETA: 47.9s. Rate: 355.78 forecasts/min
[2025-12-04T20:58:05.392166] [DEBUG] [REMOTE    ] EL: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:05.393156] [DEBUG] [LOCAL     ] Loaded configuration for EL: 6 features, N/A% accuracy
[2025-12-04T20:58:05.393205] [INFO ] [LOCAL     ] EL: Loaded 6 optimal features with 56.13% confidence from JSON config
[2025-12-04T20:58:05.393236] [DEBUG] [MAG       ] Building data for symbol: EL with lookback: 0
[2025-12-04T20:58:05.394073] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:58:05.394139] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:05.394569] [DEBUG] [MAG       ] PDD: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:05.398850] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-04T20:58:05.451404] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-04T20:58:05.453564] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-04T20:58:05.454814] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-04T20:58:05.455475] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-04T20:58:05.459288] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:05.526101] [DEBUG] [MAG       ] CLS: Last date is validated at 2025-12-04
[2025-12-04T20:58:05.536414] [INFO ] [LOCAL     ] PDD: Saved forecast.
[2025-12-04T20:58:05.536501] [INFO ] [main      ] PDD: Signal=1 (Conf=80.0%), Magnitude=-3.42% (Conf=52.0412%)
[2025-12-04T20:58:05.536726] [INFO ] [main      ] Fetching symbol history for WFRD...
[2025-12-04T20:58:05.536776] [DEBUG] [REMOTE    ] WFRD: Fetching historical data.
[2025-12-04T20:58:05.538370] [INFO ] [main      ] Progress: 687/970 forecasts completed (70.8%). PDD finished in 0.7s. ETA: 47.7s. Rate: 355.82 forecasts/min
[2025-12-04T20:58:05.550967] [DEBUG] [REMOTE    ] WFRD: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:05.552191] [DEBUG] [LOCAL     ] Loaded configuration for WFRD: 3 features, N/A% accuracy
[2025-12-04T20:58:05.552248] [INFO ] [LOCAL     ] WFRD: Loaded 3 optimal features with 57.95% confidence from JSON config
[2025-12-04T20:58:05.552282] [DEBUG] [MAG       ] Building data for symbol: WFRD with lookback: 0
[2025-12-04T20:58:05.553239] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:58:05.553318] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-04T20:58:05.554340] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-04T20:58:05.556562] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:58:05.557924] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:05.696150] [DEBUG] [MAG       ] BDX: Last date is validated at 2025-12-04
[2025-12-04T20:58:05.700295] [DEBUG] [MAG       ] CLS: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:05.798368] [DEBUG] [MAG       ] EL: Last date is validated at 2025-12-04
[2025-12-04T20:58:05.861254] [DEBUG] [MAG       ] BDX: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:05.865391] [INFO ] [LOCAL     ] CLS: Saved forecast.
[2025-12-04T20:58:05.865477] [INFO ] [main      ] CLS: Signal=1 (Conf=80.0%), Magnitude=1.21% (Conf=61.7683%)
[2025-12-04T20:58:05.865968] [INFO ] [main      ] Fetching symbol history for CPB...
[2025-12-04T20:58:05.866022] [DEBUG] [REMOTE    ] CPB: Fetching historical data.
[2025-12-04T20:58:05.866709] [INFO ] [main      ] Progress: 688/970 forecasts completed (70.9%). CLS finished in 0.9s. ETA: 47.6s. Rate: 355.33 forecasts/min
[2025-12-04T20:58:05.883092] [DEBUG] [REMOTE    ] CPB: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:05.884418] [DEBUG] [LOCAL     ] Loaded configuration for CPB: 7 features, N/A% accuracy
[2025-12-04T20:58:05.884476] [INFO ] [LOCAL     ] CPB: Loaded 7 optimal features with 44.43% confidence from JSON config
[2025-12-04T20:58:05.884509] [DEBUG] [MAG       ] Building data for symbol: CPB with lookback: 0
[2025-12-04T20:58:05.885451] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-04T20:58:05.885518] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:05.890666] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:05.892714] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:58:05.893226] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:05.893656] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:58:05.894550] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:58:05.896228] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-04T20:58:05.898647] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:05.906467] [DEBUG] [MAG       ] WFRD: Last date is validated at 2025-12-04
[2025-12-04T20:58:05.966661] [DEBUG] [MAG       ] EL: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:05.987872] [INFO ] [LOCAL     ] BDX: Saved forecast.
[2025-12-04T20:58:05.987939] [INFO ] [main      ] BDX: Signal=1 (Conf=80.0%), Magnitude=1.72% (Conf=60.5975%)
[2025-12-04T20:58:05.988098] [INFO ] [main      ] Fetching symbol history for DKL...
[2025-12-04T20:58:05.988139] [DEBUG] [REMOTE    ] DKL: Fetching historical data.
[2025-12-04T20:58:05.989713] [INFO ] [main      ] Progress: 689/970 forecasts completed (71.0%). BDX finished in 0.6s. ETA: 47.4s. Rate: 355.47 forecasts/min
[2025-12-04T20:58:05.999693] [DEBUG] [REMOTE    ] DKL: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:06.000949] [DEBUG] [LOCAL     ] Loaded configuration for DKL: 4 features, N/A% accuracy
[2025-12-04T20:58:06.000999] [INFO ] [LOCAL     ] DKL: Loaded 4 optimal features with 50.10% confidence from JSON config
[2025-12-04T20:58:06.001031] [DEBUG] [MAG       ] Building data for symbol: DKL with lookback: 0
[2025-12-04T20:58:06.001819] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:58:06.001875] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:06.006844] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-04T20:58:06.008665] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-04T20:58:06.009635] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-04T20:58:06.010731] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:06.085390] [DEBUG] [MAG       ] WFRD: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:06.086825] [INFO ] [LOCAL     ] EL: Saved forecast.
[2025-12-04T20:58:06.086899] [INFO ] [main      ] EL: Signal=1 (Conf=80.0%), Magnitude=1.61% (Conf=56.1343%)
[2025-12-04T20:58:06.087085] [INFO ] [main      ] Fetching symbol history for QCLN...
[2025-12-04T20:58:06.087135] [DEBUG] [REMOTE    ] QCLN: Fetching historical data.
[2025-12-04T20:58:06.089711] [INFO ] [main      ] Progress: 690/970 forecasts completed (71.1%). EL finished in 0.7s. ETA: 47.2s. Rate: 355.68 forecasts/min
[2025-12-04T20:58:06.099371] [DEBUG] [REMOTE    ] QCLN: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:06.100516] [DEBUG] [LOCAL     ] Loaded configuration for QCLN: 3 features, N/A% accuracy
[2025-12-04T20:58:06.100568] [INFO ] [LOCAL     ] QCLN: Loaded 3 optimal features with 53.46% confidence from JSON config
[2025-12-04T20:58:06.100626] [DEBUG] [MAG       ] Building data for symbol: QCLN with lookback: 0
[2025-12-04T20:58:06.101443] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:58:06.101503] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:58:06.102256] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-04T20:58:06.104208] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-04T20:58:06.105493] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:06.200860] [INFO ] [LOCAL     ] WFRD: Saved forecast.
[2025-12-04T20:58:06.200949] [INFO ] [main      ] WFRD: Signal=1 (Conf=80.0%), Magnitude=0.35% (Conf=57.9462%)
[2025-12-04T20:58:06.201434] [INFO ] [main      ] Progress: 691/970 forecasts completed (71.2%). WFRD finished in 0.7s. ETA: 47.0s. Rate: 355.85 forecasts/min
[2025-12-04T20:58:06.201606] [INFO ] [main      ] Fetching symbol history for DMLP...
[2025-12-04T20:58:06.201655] [DEBUG] [REMOTE    ] DMLP: Fetching historical data.
[2025-12-04T20:58:06.215426] [DEBUG] [REMOTE    ] DMLP: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:06.216653] [DEBUG] [LOCAL     ] Loaded configuration for DMLP: 4 features, N/A% accuracy
[2025-12-04T20:58:06.216797] [INFO ] [LOCAL     ] DMLP: Loaded 4 optimal features with 50.33% confidence from JSON config
[2025-12-04T20:58:06.216838] [DEBUG] [MAG       ] Building data for symbol: DMLP with lookback: 0
[2025-12-04T20:58:06.217886] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:58:06.217950] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:06.223154] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-04T20:58:06.224634] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-04T20:58:06.225370] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-04T20:58:06.226134] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:06.263107] [DEBUG] [MAG       ] CPB: Last date is validated at 2025-12-04
[2025-12-04T20:58:06.344256] [DEBUG] [MAG       ] DKL: Last date is validated at 2025-12-04
[2025-12-04T20:58:06.445191] [DEBUG] [MAG       ] QCLN: Last date is validated at 2025-12-04
[2025-12-04T20:58:06.448803] [DEBUG] [MAG       ] CPB: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:06.511956] [DEBUG] [MAG       ] DKL: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:06.535851] [INFO ] [LOCAL     ] CPB: Saved forecast.
[2025-12-04T20:58:06.535938] [INFO ] [main      ] CPB: Signal=1 (Conf=80.0%), Magnitude=-3.66% (Conf=44.4326%)
[2025-12-04T20:58:06.536405] [INFO ] [main      ] Fetching symbol history for PTC...
[2025-12-04T20:58:06.536459] [DEBUG] [REMOTE    ] PTC: Fetching historical data.
[2025-12-04T20:58:06.537714] [INFO ] [main      ] Progress: 692/970 forecasts completed (71.3%). CPB finished in 0.7s. ETA: 46.9s. Rate: 355.34 forecasts/min
[2025-12-04T20:58:06.551360] [DEBUG] [REMOTE    ] PTC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:06.552799] [DEBUG] [LOCAL     ] Loaded configuration for PTC: 3 features, N/A% accuracy
[2025-12-04T20:58:06.552861] [INFO ] [LOCAL     ] PTC: Loaded 3 optimal features with 60.68% confidence from JSON config
[2025-12-04T20:58:06.552894] [DEBUG] [MAG       ] Building data for symbol: PTC with lookback: 0
[2025-12-04T20:58:06.553907] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:58:06.553983] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:06.559205] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-04T20:58:06.560659] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-04T20:58:06.561496] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:06.605685] [DEBUG] [MAG       ] DMLP: Last date is validated at 2025-12-04
[2025-12-04T20:58:06.611684] [DEBUG] [MAG       ] QCLN: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:06.662121] [INFO ] [LOCAL     ] DKL: Saved forecast.
[2025-12-04T20:58:06.662186] [INFO ] [main      ] DKL: Signal=1 (Conf=80.0%), Magnitude=-1.14% (Conf=50.0999%)
[2025-12-04T20:58:06.662341] [INFO ] [main      ] Fetching symbol history for AROC...
[2025-12-04T20:58:06.662383] [DEBUG] [REMOTE    ] AROC: Fetching historical data.
[2025-12-04T20:58:06.663112] [INFO ] [main      ] Progress: 693/970 forecasts completed (71.4%). DKL finished in 0.7s. ETA: 46.8s. Rate: 355.47 forecasts/min
[2025-12-04T20:58:06.677926] [DEBUG] [REMOTE    ] AROC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:06.679294] [DEBUG] [LOCAL     ] Loaded configuration for AROC: 6 features, N/A% accuracy
[2025-12-04T20:58:06.679350] [INFO ] [LOCAL     ] AROC: Loaded 6 optimal features with 54.08% confidence from JSON config
[2025-12-04T20:58:06.679382] [DEBUG] [MAG       ] Building data for symbol: AROC with lookback: 0
[2025-12-04T20:58:06.680479] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:58:06.680545] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:06.682440] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:58:06.683167] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:06.683705] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:58:06.686415] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:58:06.695732] [INFO ] [LOCAL     ] QCLN: Saved forecast.
[2025-12-04T20:58:06.695805] [INFO ] [main      ] QCLN: Signal=1 (Conf=80.0%), Magnitude=0.49% (Conf=53.4616%)
[2025-12-04T20:58:06.696187] [INFO ] [main      ] Fetching symbol history for MTN...
[2025-12-04T20:58:06.696239] [DEBUG] [REMOTE    ] MTN: Fetching historical data.
[2025-12-04T20:58:06.696711] [INFO ] [main      ] Progress: 694/970 forecasts completed (71.5%). QCLN finished in 0.6s. ETA: 46.5s. Rate: 355.88 forecasts/min
[2025-12-04T20:58:06.708998] [DEBUG] [REMOTE    ] MTN: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:06.710159] [DEBUG] [LOCAL     ] Loaded configuration for MTN: 4 features, N/A% accuracy
[2025-12-04T20:58:06.710211] [INFO ] [LOCAL     ] MTN: Loaded 4 optimal features with 57.26% confidence from JSON config
[2025-12-04T20:58:06.710243] [DEBUG] [MAG       ] Building data for symbol: MTN with lookback: 0
[2025-12-04T20:58:06.711071] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:58:06.711133] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:06.716231] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:58:06.717220] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:58:06.719944] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-04T20:58:06.729285] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-04T20:58:06.730696] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:06.735569] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:06.783044] [DEBUG] [MAG       ] DMLP: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:06.858868] [INFO ] [LOCAL     ] DMLP: Saved forecast.
[2025-12-04T20:58:06.858953] [INFO ] [main      ] DMLP: Signal=1 (Conf=80.0%), Magnitude=-1.35% (Conf=50.3278%)
[2025-12-04T20:58:06.859155] [INFO ] [main      ] Fetching symbol history for MRM...
[2025-12-04T20:58:06.859236] [DEBUG] [REMOTE    ] MRM: Fetching historical data.
[2025-12-04T20:58:06.860880] [INFO ] [main      ] Progress: 695/970 forecasts completed (71.6%). DMLP finished in 0.7s. ETA: 46.4s. Rate: 355.90 forecasts/min
[2025-12-04T20:58:06.873169] [DEBUG] [REMOTE    ] MRM: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:06.874384] [DEBUG] [LOCAL     ] Loaded configuration for MRM: 7 features, N/A% accuracy
[2025-12-04T20:58:06.874440] [INFO ] [LOCAL     ] MRM: Loaded 7 optimal features with 36.90% confidence from JSON config
[2025-12-04T20:58:06.874473] [DEBUG] [MAG       ] Building data for symbol: MRM with lookback: 0
[2025-12-04T20:58:06.875415] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-04T20:58:06.875480] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:06.877332] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:58:06.877999] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:06.878444] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:58:06.879462] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-04T20:58:06.882711] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-04T20:58:06.884142] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-04T20:58:06.885463] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:06.918743] [DEBUG] [MAG       ] PTC: Last date is validated at 2025-12-04
[2025-12-04T20:58:07.072225] [DEBUG] [MAG       ] MTN: Last date is validated at 2025-12-04
[2025-12-04T20:58:07.086693] [DEBUG] [MAG       ] PTC: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:07.111593] [DEBUG] [MAG       ] AROC: Last date is validated at 2025-12-04
[2025-12-04T20:58:07.197474] [INFO ] [LOCAL     ] PTC: Saved forecast.
[2025-12-04T20:58:07.197554] [INFO ] [main      ] PTC: Signal=1 (Conf=80.0%), Magnitude=2.20% (Conf=60.6815%)
[2025-12-04T20:58:07.197732] [INFO ] [main      ] Fetching symbol history for SIFY...
[2025-12-04T20:58:07.197777] [DEBUG] [REMOTE    ] SIFY: Fetching historical data.
[2025-12-04T20:58:07.198786] [INFO ] [main      ] Progress: 696/970 forecasts completed (71.8%). PTC finished in 0.7s. ETA: 46.3s. Rate: 355.38 forecasts/min
[2025-12-04T20:58:07.209254] [DEBUG] [REMOTE    ] SIFY: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:07.210233] [DEBUG] [LOCAL     ] Loaded configuration for SIFY: 3 features, N/A% accuracy
[2025-12-04T20:58:07.210282] [INFO ] [LOCAL     ] SIFY: Loaded 3 optimal features with 57.47% confidence from JSON config
[2025-12-04T20:58:07.210313] [DEBUG] [MAG       ] Building data for symbol: SIFY with lookback: 0
[2025-12-04T20:58:07.211111] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:58:07.211170] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:58:07.237118] [DEBUG] [MAG       ] MRM: Last date is validated at 2025-12-04
[2025-12-04T20:58:07.238109] [DEBUG] [MAG       ] MTN: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:07.281360] [DEBUG] [MAG       ] AROC: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:07.318771] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-04T20:58:07.320191] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-04T20:58:07.324414] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:07.356996] [INFO ] [LOCAL     ] MTN: Saved forecast.
[2025-12-04T20:58:07.357070] [INFO ] [main      ] MTN: Signal=1 (Conf=80.0%), Magnitude=-1.12% (Conf=57.2605%)
[2025-12-04T20:58:07.357233] [INFO ] [main      ] Fetching symbol history for STKS...
[2025-12-04T20:58:07.357276] [DEBUG] [REMOTE    ] STKS: Fetching historical data.
[2025-12-04T20:58:07.358648] [INFO ] [main      ] Progress: 697/970 forecasts completed (71.9%). MTN finished in 0.7s. ETA: 46.1s. Rate: 355.41 forecasts/min
[2025-12-04T20:58:07.367879] [INFO ] [LOCAL     ] AROC: Saved forecast.
[2025-12-04T20:58:07.367975] [INFO ] [main      ] AROC: Signal=1 (Conf=80.0%), Magnitude=1.23% (Conf=54.0804%)
[2025-12-04T20:58:07.368187] [INFO ] [main      ] Fetching symbol history for SFB...
[2025-12-04T20:58:07.368260] [DEBUG] [REMOTE    ] SFB: Fetching historical data.
[2025-12-04T20:58:07.369420] [INFO ] [main      ] Progress: 698/970 forecasts completed (72.0%). AROC finished in 0.7s. ETA: 45.9s. Rate: 355.89 forecasts/min
[2025-12-04T20:58:07.369460] [DEBUG] [REMOTE    ] STKS: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:07.371114] [DEBUG] [LOCAL     ] Loaded configuration for STKS: 1 features, N/A% accuracy
[2025-12-04T20:58:07.371175] [INFO ] [LOCAL     ] STKS: Loaded 1 optimal features with 57.87% confidence from JSON config
[2025-12-04T20:58:07.371206] [DEBUG] [MAG       ] Building data for symbol: STKS with lookback: 0
[2025-12-04T20:58:07.372028] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-04T20:58:07.372094] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:58:07.372865] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:07.382023] [DEBUG] [REMOTE    ] SFB: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:07.383245] [DEBUG] [LOCAL     ] Loaded configuration for SFB: 5 features, N/A% accuracy
[2025-12-04T20:58:07.383301] [INFO ] [LOCAL     ] SFB: Loaded 5 optimal features with 60.73% confidence from JSON config
[2025-12-04T20:58:07.383334] [DEBUG] [MAG       ] Building data for symbol: SFB with lookback: 0
[2025-12-04T20:58:07.384255] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:58:07.384321] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:07.389935] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:07.392137] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:58:07.392749] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:58:07.410298] [DEBUG] [MAG       ] MRM: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:07.433959] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-04T20:58:07.435713] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:07.474511] [INFO ] [LOCAL     ] MRM: Saved forecast.
[2025-12-04T20:58:07.474620] [INFO ] [main      ] MRM: Signal=1 (Conf=80.0%), Magnitude=2.96% (Conf=36.9009%)
[2025-12-04T20:58:07.475113] [INFO ] [main      ] Fetching symbol history for FAF...
[2025-12-04T20:58:07.475165] [DEBUG] [REMOTE    ] FAF: Fetching historical data.
[2025-12-04T20:58:07.475703] [INFO ] [main      ] Progress: 699/970 forecasts completed (72.1%). MRM finished in 0.6s. ETA: 45.7s. Rate: 356.08 forecasts/min
[2025-12-04T20:58:07.489302] [DEBUG] [REMOTE    ] FAF: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:07.490773] [DEBUG] [LOCAL     ] Loaded configuration for FAF: 6 features, N/A% accuracy
[2025-12-04T20:58:07.490828] [INFO ] [LOCAL     ] FAF: Loaded 6 optimal features with 57.98% confidence from JSON config
[2025-12-04T20:58:07.490874] [DEBUG] [MAG       ] Building data for symbol: FAF with lookback: 0
[2025-12-04T20:58:07.491801] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:58:07.491862] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:07.493767] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:58:07.494437] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:58:07.494911] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:07.495301] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-04T20:58:07.498311] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:58:07.499414] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:07.660280] [DEBUG] [MAG       ] SIFY: Last date is validated at 2025-12-04
[2025-12-04T20:58:07.709751] [DEBUG] [MAG       ] STKS: Last date is validated at 2025-12-04
[2025-12-04T20:58:07.793180] [DEBUG] [MAG       ] SFB: Last date is validated at 2025-12-04
[2025-12-04T20:58:07.825276] [DEBUG] [MAG       ] SIFY: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:07.884453] [DEBUG] [MAG       ] STKS: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:07.893046] [DEBUG] [MAG       ] FAF: Last date is validated at 2025-12-04
[2025-12-04T20:58:07.894659] [INFO ] [LOCAL     ] SIFY: Saved forecast.
[2025-12-04T20:58:07.894731] [INFO ] [main      ] SIFY: Signal=1 (Conf=80.0%), Magnitude=8.00% (Conf=57.4695%)
[2025-12-04T20:58:07.895167] [INFO ] [main      ] Fetching symbol history for PPIH...
[2025-12-04T20:58:07.895220] [DEBUG] [REMOTE    ] PPIH: Fetching historical data.
[2025-12-04T20:58:07.895707] [INFO ] [main      ] Progress: 700/970 forecasts completed (72.2%). SIFY finished in 0.7s. ETA: 45.6s. Rate: 355.32 forecasts/min
[2025-12-04T20:58:07.907450] [DEBUG] [REMOTE    ] PPIH: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:07.908484] [DEBUG] [LOCAL     ] Loaded configuration for PPIH: 1 features, N/A% accuracy
[2025-12-04T20:58:07.908536] [INFO ] [LOCAL     ] PPIH: Loaded 1 optimal features with 47.78% confidence from JSON config
[2025-12-04T20:58:07.908567] [DEBUG] [MAG       ] Building data for symbol: PPIH with lookback: 0
[2025-12-04T20:58:07.909378] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-04T20:58:07.909434] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:58:07.911863] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:07.939437] [INFO ] [LOCAL     ] STKS: Saved forecast.
[2025-12-04T20:58:07.939512] [INFO ] [main      ] STKS: Signal=1 (Conf=80.0%), Magnitude=-3.49% (Conf=57.869%)
[2025-12-04T20:58:07.939688] [INFO ] [main      ] Fetching symbol history for UBSI...
[2025-12-04T20:58:07.939732] [DEBUG] [REMOTE    ] UBSI: Fetching historical data.
[2025-12-04T20:58:07.941696] [INFO ] [main      ] Progress: 701/970 forecasts completed (72.3%). STKS finished in 0.6s. ETA: 45.4s. Rate: 355.69 forecasts/min
[2025-12-04T20:58:07.951110] [DEBUG] [REMOTE    ] UBSI: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:07.952213] [DEBUG] [LOCAL     ] Loaded configuration for UBSI: 5 features, N/A% accuracy
[2025-12-04T20:58:07.952263] [INFO ] [LOCAL     ] UBSI: Loaded 5 optimal features with 53.36% confidence from JSON config
[2025-12-04T20:58:07.952293] [DEBUG] [MAG       ] Building data for symbol: UBSI with lookback: 0
[2025-12-04T20:58:07.953103] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:58:07.953161] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:07.957845] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:07.959611] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:58:07.960065] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:07.960436] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-04T20:58:07.961608] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:07.968633] [DEBUG] [MAG       ] SFB: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:08.037370] [INFO ] [LOCAL     ] SFB: Saved forecast.
[2025-12-04T20:58:08.037481] [INFO ] [main      ] SFB: Signal=1 (Conf=80.0%), Magnitude=-0.27% (Conf=60.7329%)
[2025-12-04T20:58:08.037726] [INFO ] [main      ] Fetching symbol history for GCBC...
[2025-12-04T20:58:08.037774] [DEBUG] [REMOTE    ] GCBC: Fetching historical data.
[2025-12-04T20:58:08.038954] [INFO ] [main      ] Progress: 702/970 forecasts completed (72.4%). SFB finished in 0.7s. ETA: 45.2s. Rate: 355.90 forecasts/min
[2025-12-04T20:58:08.053617] [DEBUG] [REMOTE    ] GCBC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:08.054288] [DEBUG] [LOCAL     ] Loaded configuration for GCBC: 9 features, N/A% accuracy
[2025-12-04T20:58:08.054346] [INFO ] [LOCAL     ] GCBC: Loaded 9 optimal features with 58.00% confidence from JSON config
[2025-12-04T20:58:08.054380] [DEBUG] [MAG       ] Building data for symbol: GCBC with lookback: 0
[2025-12-04T20:58:08.055541] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-04T20:58:08.055626] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:08.057448] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:58:08.058063] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:58:08.059126] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:58:08.060210] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:58:08.062741] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:58:08.064165] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:58:08.065163] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:58:08.066646] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-04T20:58:08.069114] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:08.186215] [DEBUG] [MAG       ] FAF: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:08.249599] [DEBUG] [MAG       ] PPIH: Last date is validated at 2025-12-04
[2025-12-04T20:58:08.285251] [INFO ] [LOCAL     ] FAF: Saved forecast.
[2025-12-04T20:58:08.285358] [INFO ] [main      ] FAF: Signal=1 (Conf=80.0%), Magnitude=0.21% (Conf=57.9757%)
[2025-12-04T20:58:08.285919] [INFO ] [main      ] Fetching symbol history for AIRS...
[2025-12-04T20:58:08.285972] [DEBUG] [REMOTE    ] AIRS: Fetching historical data.
[2025-12-04T20:58:08.286733] [INFO ] [main      ] Progress: 703/970 forecasts completed (72.5%). FAF finished in 0.8s. ETA: 45.0s. Rate: 355.67 forecasts/min
[2025-12-04T20:58:08.297357] [DEBUG] [MAG       ] UBSI: Last date is validated at 2025-12-04
[2025-12-04T20:58:08.301148] [DEBUG] [REMOTE    ] AIRS: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:08.305381] [DEBUG] [LOCAL     ] Loaded configuration for AIRS: 4 features, N/A% accuracy
[2025-12-04T20:58:08.305440] [INFO ] [LOCAL     ] AIRS: Loaded 4 optimal features with 48.37% confidence from JSON config
[2025-12-04T20:58:08.305472] [DEBUG] [MAG       ] Building data for symbol: AIRS with lookback: 0
[2025-12-04T20:58:08.306436] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:58:08.306497] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:08.309479] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:58:08.310096] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:58:08.310601] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:08.310997] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:08.418306] [DEBUG] [MAG       ] PPIH: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:08.467742] [DEBUG] [MAG       ] UBSI: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:08.507025] [INFO ] [LOCAL     ] PPIH: Saved forecast.
[2025-12-04T20:58:08.507095] [INFO ] [main      ] PPIH: Signal=1 (Conf=80.0%), Magnitude=-4.69% (Conf=47.7825%)
[2025-12-04T20:58:08.507534] [INFO ] [main      ] Fetching symbol history for ICOP...
[2025-12-04T20:58:08.507602] [DEBUG] [REMOTE    ] ICOP: Fetching historical data.
[2025-12-04T20:58:08.507663] [INFO ] [main      ] Progress: 704/970 forecasts completed (72.6%). PPIH finished in 0.6s. ETA: 44.9s. Rate: 355.51 forecasts/min
[2025-12-04T20:58:08.518693] [DEBUG] [REMOTE    ] ICOP: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:08.520347] [DEBUG] [LOCAL     ] Loaded configuration for ICOP: 3 features, N/A% accuracy
[2025-12-04T20:58:08.520409] [INFO ] [LOCAL     ] ICOP: Loaded 3 optimal features with 62.29% confidence from JSON config
[2025-12-04T20:58:08.520441] [DEBUG] [MAG       ] Building data for symbol: ICOP with lookback: 0
[2025-12-04T20:58:08.521350] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:58:08.521411] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:08.526287] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:58:08.527443] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-04T20:58:08.530201] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:08.548238] [INFO ] [LOCAL     ] UBSI: Saved forecast.
[2025-12-04T20:58:08.548308] [INFO ] [main      ] UBSI: Signal=1 (Conf=80.0%), Magnitude=1.94% (Conf=53.3596%)
[2025-12-04T20:58:08.549011] [INFO ] [main      ] Fetching symbol history for GDEN...
[2025-12-04T20:58:08.549061] [DEBUG] [REMOTE    ] GDEN: Fetching historical data.
[2025-12-04T20:58:08.550648] [INFO ] [main      ] Progress: 705/970 forecasts completed (72.7%). UBSI finished in 0.6s. ETA: 44.7s. Rate: 355.89 forecasts/min
[2025-12-04T20:58:08.560140] [DEBUG] [REMOTE    ] GDEN: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:08.561001] [DEBUG] [MAG       ] GCBC: Last date is validated at 2025-12-04
[2025-12-04T20:58:08.561542] [DEBUG] [LOCAL     ] Loaded configuration for GDEN: 4 features, N/A% accuracy
[2025-12-04T20:58:08.561613] [INFO ] [LOCAL     ] GDEN: Loaded 4 optimal features with 45.92% confidence from JSON config
[2025-12-04T20:58:08.561644] [DEBUG] [MAG       ] Building data for symbol: GDEN with lookback: 0
[2025-12-04T20:58:08.562401] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:58:08.562457] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:08.567224] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:08.568992] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:58:08.569445] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:58:08.570300] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:08.701939] [DEBUG] [MAG       ] AIRS: Last date is validated at 2025-12-04
[2025-12-04T20:58:08.729447] [DEBUG] [MAG       ] GCBC: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:08.812805] [INFO ] [LOCAL     ] GCBC: Saved forecast.
[2025-12-04T20:58:08.812872] [INFO ] [main      ] GCBC: Signal=1 (Conf=80.0%), Magnitude=0.82% (Conf=57.9967%)
[2025-12-04T20:58:08.813260] [INFO ] [main      ] Progress: 706/970 forecasts completed (72.8%). GCBC finished in 0.8s. ETA: 44.5s. Rate: 355.60 forecasts/min
[2025-12-04T20:58:08.813382] [INFO ] [main      ] Fetching symbol history for TWO...
[2025-12-04T20:58:08.813424] [DEBUG] [REMOTE    ] TWO: Fetching historical data.
[2025-12-04T20:58:08.824620] [DEBUG] [REMOTE    ] TWO: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:08.825712] [DEBUG] [LOCAL     ] Loaded configuration for TWO: 5 features, N/A% accuracy
[2025-12-04T20:58:08.825783] [INFO ] [LOCAL     ] TWO: Loaded 5 optimal features with 61.60% confidence from JSON config
[2025-12-04T20:58:08.825815] [DEBUG] [MAG       ] Building data for symbol: TWO with lookback: 0
[2025-12-04T20:58:08.826730] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:58:08.826790] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:08.831548] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:58:08.834038] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-04T20:58:08.834825] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-04T20:58:08.835480] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-04T20:58:08.838265] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:08.860815] [DEBUG] [MAG       ] ICOP: Last date is validated at 2025-12-04
[2025-12-04T20:58:08.887889] [DEBUG] [MAG       ] AIRS: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:08.904768] [DEBUG] [MAG       ] GDEN: Last date is validated at 2025-12-04
[2025-12-04T20:58:08.966465] [INFO ] [LOCAL     ] AIRS: Saved forecast.
[2025-12-04T20:58:08.966538] [INFO ] [main      ] AIRS: Signal=1 (Conf=80.0%), Magnitude=5.30% (Conf=48.3724%)
[2025-12-04T20:58:08.966952] [INFO ] [main      ] Fetching symbol history for C...
[2025-12-04T20:58:08.967004] [DEBUG] [REMOTE    ] C: Fetching historical data.
[2025-12-04T20:58:08.968662] [INFO ] [main      ] Progress: 707/970 forecasts completed (72.9%). AIRS finished in 0.7s. ETA: 44.4s. Rate: 355.64 forecasts/min
[2025-12-04T20:58:08.978569] [DEBUG] [REMOTE    ] C: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:08.979755] [DEBUG] [LOCAL     ] Loaded configuration for C: 6 features, N/A% accuracy
[2025-12-04T20:58:08.979809] [INFO ] [LOCAL     ] C: Loaded 6 optimal features with 65.80% confidence from JSON config
[2025-12-04T20:58:08.979840] [DEBUG] [MAG       ] Building data for symbol: C with lookback: 0
[2025-12-04T20:58:08.980716] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:58:08.980777] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:08.985513] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:08.987322] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:58:08.987824] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:08.988209] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:58:09.025269] [DEBUG] [MAG       ] ICOP: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:09.098551] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-04T20:58:09.100403] [INFO ] [LOCAL     ] ICOP: Saved forecast.
[2025-12-04T20:58:09.100471] [INFO ] [main      ] ICOP: Signal=1 (Conf=80.0%), Magnitude=-1.26% (Conf=62.2853%)
[2025-12-04T20:58:09.100642] [INFO ] [main      ] Fetching symbol history for LC...
[2025-12-04T20:58:09.100685] [DEBUG] [REMOTE    ] LC: Fetching historical data.
[2025-12-04T20:58:09.101863] [INFO ] [main      ] Progress: 708/970 forecasts completed (73.0%). ICOP finished in 0.6s. ETA: 44.2s. Rate: 355.75 forecasts/min
[2025-12-04T20:58:09.112672] [DEBUG] [REMOTE    ] LC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:09.113663] [DEBUG] [LOCAL     ] Loaded configuration for LC: 5 features, N/A% accuracy
[2025-12-04T20:58:09.113713] [INFO ] [LOCAL     ] LC: Loaded 5 optimal features with 58.50% confidence from JSON config
[2025-12-04T20:58:09.113744] [DEBUG] [MAG       ] Building data for symbol: LC with lookback: 0
[2025-12-04T20:58:09.114511] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:58:09.114592] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:09.116240] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:58:09.116782] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:09.117169] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:58:09.117919] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-04T20:58:09.118480] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:09.140153] [DEBUG] [MAG       ] GDEN: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:09.148936] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:09.172250] [DEBUG] [MAG       ] TWO: Last date is validated at 2025-12-04
[2025-12-04T20:58:09.227249] [INFO ] [LOCAL     ] GDEN: Saved forecast.
[2025-12-04T20:58:09.227315] [INFO ] [main      ] GDEN: Signal=1 (Conf=80.0%), Magnitude=1.78% (Conf=45.9178%)
[2025-12-04T20:58:09.227699] [INFO ] [main      ] Fetching symbol history for STHO...
[2025-12-04T20:58:09.227754] [DEBUG] [REMOTE    ] STHO: Fetching historical data.
[2025-12-04T20:58:09.228659] [INFO ] [main      ] Progress: 709/970 forecasts completed (73.1%). GDEN finished in 0.7s. ETA: 44.0s. Rate: 355.87 forecasts/min
[2025-12-04T20:58:09.240431] [DEBUG] [REMOTE    ] STHO: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:09.241534] [DEBUG] [LOCAL     ] Loaded configuration for STHO: 7 features, N/A% accuracy
[2025-12-04T20:58:09.241605] [INFO ] [LOCAL     ] STHO: Loaded 7 optimal features with 57.04% confidence from JSON config
[2025-12-04T20:58:09.241637] [DEBUG] [MAG       ] Building data for symbol: STHO with lookback: 0
[2025-12-04T20:58:09.242400] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-04T20:58:09.242459] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:09.247121] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:09.248940] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:58:09.249398] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:09.249792] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:58:09.250487] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:58:09.251283] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:58:09.253681] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:09.339923] [DEBUG] [MAG       ] TWO: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:09.403915] [INFO ] [LOCAL     ] TWO: Saved forecast.
[2025-12-04T20:58:09.403983] [INFO ] [main      ] TWO: Signal=1 (Conf=80.0%), Magnitude=-1.26% (Conf=61.5979%)
[2025-12-04T20:58:09.404139] [INFO ] [main      ] Fetching symbol history for MASI...
[2025-12-04T20:58:09.404180] [DEBUG] [REMOTE    ] MASI: Fetching historical data.
[2025-12-04T20:58:09.405662] [INFO ] [main      ] Progress: 710/970 forecasts completed (73.2%). TWO finished in 0.6s. ETA: 43.8s. Rate: 355.85 forecasts/min
[2025-12-04T20:58:09.416526] [DEBUG] [REMOTE    ] MASI: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:09.417460] [DEBUG] [LOCAL     ] Loaded configuration for MASI: 1 features, N/A% accuracy
[2025-12-04T20:58:09.417515] [INFO ] [LOCAL     ] MASI: Loaded 1 optimal features with 62.54% confidence from JSON config
[2025-12-04T20:58:09.417547] [DEBUG] [MAG       ] Building data for symbol: MASI with lookback: 0
[2025-12-04T20:58:09.418364] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-04T20:58:09.418420] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:09.423043] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:09.450258] [DEBUG] [MAG       ] LC: Last date is validated at 2025-12-04
[2025-12-04T20:58:09.501487] [DEBUG] [MAG       ] C: Last date is validated at 2025-12-04
[2025-12-04T20:58:09.603605] [DEBUG] [MAG       ] STHO: Last date is validated at 2025-12-04
[2025-12-04T20:58:09.615867] [DEBUG] [MAG       ] LC: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:09.668262] [DEBUG] [MAG       ] C: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:09.690182] [INFO ] [LOCAL     ] LC: Saved forecast.
[2025-12-04T20:58:09.690251] [INFO ] [main      ] LC: Signal=1 (Conf=80.0%), Magnitude=0.05% (Conf=58.5039%)
[2025-12-04T20:58:09.690610] [INFO ] [main      ] Progress: 711/970 forecasts completed (73.3%). LC finished in 0.6s. ETA: 43.7s. Rate: 355.50 forecasts/min
[2025-12-04T20:58:09.690730] [INFO ] [main      ] Fetching symbol history for LVS...
[2025-12-04T20:58:09.690772] [DEBUG] [REMOTE    ] LVS: Fetching historical data.
[2025-12-04T20:58:09.702106] [DEBUG] [REMOTE    ] LVS: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:09.702946] [DEBUG] [LOCAL     ] Loaded configuration for LVS: 4 features, N/A% accuracy
[2025-12-04T20:58:09.702997] [INFO ] [LOCAL     ] LVS: Loaded 4 optimal features with 52.17% confidence from JSON config
[2025-12-04T20:58:09.703027] [DEBUG] [MAG       ] Building data for symbol: LVS with lookback: 0
[2025-12-04T20:58:09.703828] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:58:09.703884] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:09.708777] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:58:09.756780] [DEBUG] [MAG       ] MASI: Last date is validated at 2025-12-04
[2025-12-04T20:58:09.776929] [INFO ] [LOCAL     ] C: Saved forecast.
[2025-12-04T20:58:09.776998] [INFO ] [main      ] C: Signal=1 (Conf=80.0%), Magnitude=0.84% (Conf=65.7997%)
[2025-12-04T20:58:09.777368] [INFO ] [main      ] Fetching symbol history for DTSS...
[2025-12-04T20:58:09.777418] [DEBUG] [REMOTE    ] DTSS: Fetching historical data.
[2025-12-04T20:58:09.777658] [INFO ] [main      ] Progress: 712/970 forecasts completed (73.4%). C finished in 0.8s. ETA: 43.5s. Rate: 355.75 forecasts/min
[2025-12-04T20:58:09.782001] [DEBUG] [MAG       ] STHO: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:09.788665] [DEBUG] [REMOTE    ] DTSS: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:09.789753] [DEBUG] [LOCAL     ] Loaded configuration for DTSS: 6 features, N/A% accuracy
[2025-12-04T20:58:09.789806] [INFO ] [LOCAL     ] DTSS: Loaded 6 optimal features with 28.78% confidence from JSON config
[2025-12-04T20:58:09.789837] [DEBUG] [MAG       ] Building data for symbol: DTSS with lookback: 0
[2025-12-04T20:58:09.790623] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:58:09.790682] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:09.792328] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:58:09.792870] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:09.793246] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:58:09.795550] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-04T20:58:09.796250] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-04T20:58:09.797787] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:09.816484] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:58:09.818406] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-04T20:58:09.819178] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:09.856215] [INFO ] [LOCAL     ] STHO: Saved forecast.
[2025-12-04T20:58:09.856304] [INFO ] [main      ] STHO: Signal=1 (Conf=80.0%), Magnitude=2.13% (Conf=57.0381%)
[2025-12-04T20:58:09.856716] [INFO ] [main      ] Fetching symbol history for BKH...
[2025-12-04T20:58:09.856769] [DEBUG] [REMOTE    ] BKH: Fetching historical data.
[2025-12-04T20:58:09.858628] [INFO ] [main      ] Progress: 713/970 forecasts completed (73.5%). STHO finished in 0.6s. ETA: 43.3s. Rate: 356.01 forecasts/min
[2025-12-04T20:58:09.869454] [DEBUG] [REMOTE    ] BKH: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:09.870564] [DEBUG] [LOCAL     ] Loaded configuration for BKH: 9 features, N/A% accuracy
[2025-12-04T20:58:09.870640] [INFO ] [LOCAL     ] BKH: Loaded 9 optimal features with 55.05% confidence from JSON config
[2025-12-04T20:58:09.870673] [DEBUG] [MAG       ] Building data for symbol: BKH with lookback: 0
[2025-12-04T20:58:09.871513] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-04T20:58:09.871593] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:09.876722] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:09.879081] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:58:09.879661] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:09.880171] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:58:09.922957] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-04T20:58:09.923868] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:58:09.924390] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:58:09.925489] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-04T20:58:09.926839] [DEBUG] [MAG       ] MASI: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:09.927710] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:10.038945] [INFO ] [LOCAL     ] MASI: Saved forecast.
[2025-12-04T20:58:10.039010] [INFO ] [main      ] MASI: Signal=1 (Conf=80.0%), Magnitude=1.49% (Conf=62.5431%)
[2025-12-04T20:58:10.039327] [INFO ] [main      ] Fetching symbol history for OMC...
[2025-12-04T20:58:10.039375] [DEBUG] [REMOTE    ] OMC: Fetching historical data.
[2025-12-04T20:58:10.039625] [INFO ] [main      ] Progress: 714/970 forecasts completed (73.6%). MASI finished in 0.6s. ETA: 43.1s. Rate: 355.97 forecasts/min
[2025-12-04T20:58:10.050010] [DEBUG] [REMOTE    ] OMC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:10.051083] [DEBUG] [LOCAL     ] Loaded configuration for OMC: 6 features, N/A% accuracy
[2025-12-04T20:58:10.051133] [INFO ] [LOCAL     ] OMC: Loaded 6 optimal features with 53.21% confidence from JSON config
[2025-12-04T20:58:10.051163] [DEBUG] [MAG       ] Building data for symbol: OMC with lookback: 0
[2025-12-04T20:58:10.051972] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:58:10.052030] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:10.056632] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:58:10.057401] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:58:10.059641] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-04T20:58:10.108626] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-04T20:58:10.109507] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-04T20:58:10.113763] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:10.142661] [DEBUG] [MAG       ] DTSS: Last date is validated at 2025-12-04
[2025-12-04T20:58:10.152483] [DEBUG] [MAG       ] LVS: Last date is validated at 2025-12-04
[2025-12-04T20:58:10.280096] [DEBUG] [MAG       ] BKH: Last date is validated at 2025-12-04
[2025-12-04T20:58:10.310342] [DEBUG] [MAG       ] DTSS: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:10.322599] [DEBUG] [MAG       ] LVS: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:10.368206] [INFO ] [LOCAL     ] DTSS: Saved forecast.
[2025-12-04T20:58:10.368296] [INFO ] [main      ] DTSS: Signal=1 (Conf=80.0%), Magnitude=1.91% (Conf=28.778%)
[2025-12-04T20:58:10.368685] [INFO ] [main      ] Fetching symbol history for WERN...
[2025-12-04T20:58:10.368737] [DEBUG] [REMOTE    ] WERN: Fetching historical data.
[2025-12-04T20:58:10.368713] [INFO ] [main      ] Progress: 715/970 forecasts completed (73.7%). DTSS finished in 0.6s. ETA: 43.0s. Rate: 355.50 forecasts/min
[2025-12-04T20:58:10.380857] [DEBUG] [REMOTE    ] WERN: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:10.383002] [DEBUG] [LOCAL     ] Loaded configuration for WERN: 4 features, N/A% accuracy
[2025-12-04T20:58:10.383055] [INFO ] [LOCAL     ] WERN: Loaded 4 optimal features with 62.07% confidence from JSON config
[2025-12-04T20:58:10.383086] [DEBUG] [MAG       ] Building data for symbol: WERN with lookback: 0
[2025-12-04T20:58:10.383943] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:58:10.384002] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:10.385689] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:58:10.386195] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:10.386674] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:58:10.387447] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:10.414601] [INFO ] [LOCAL     ] LVS: Saved forecast.
[2025-12-04T20:58:10.414668] [INFO ] [main      ] LVS: Signal=1 (Conf=80.0%), Magnitude=-2.09% (Conf=52.1725%)
[2025-12-04T20:58:10.414830] [INFO ] [main      ] Fetching symbol history for MGPI...
[2025-12-04T20:58:10.414873] [DEBUG] [REMOTE    ] MGPI: Fetching historical data.
[2025-12-04T20:58:10.415883] [INFO ] [main      ] Progress: 716/970 forecasts completed (73.8%). LVS finished in 0.7s. ETA: 42.8s. Rate: 355.85 forecasts/min
[2025-12-04T20:58:10.426258] [DEBUG] [REMOTE    ] MGPI: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:10.427133] [DEBUG] [LOCAL     ] Loaded configuration for MGPI: 11 features, N/A% accuracy
[2025-12-04T20:58:10.427183] [INFO ] [LOCAL     ] MGPI: Loaded 11 optimal features with 56.22% confidence from JSON config
[2025-12-04T20:58:10.427215] [DEBUG] [MAG       ] Building data for symbol: MGPI with lookback: 0
[2025-12-04T20:58:10.428014] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-12-04T20:58:10.428077] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:10.432807] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:10.434543] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:58:10.435049] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:10.435445] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:58:10.436310] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:58:10.438653] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:58:10.439479] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:58:10.440469] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:58:10.442062] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:58:10.443307] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:58:10.443985] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:10.447274] [DEBUG] [MAG       ] OMC: Last date is validated at 2025-12-04
[2025-12-04T20:58:10.455152] [DEBUG] [MAG       ] BKH: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:10.549302] [INFO ] [LOCAL     ] BKH: Saved forecast.
[2025-12-04T20:58:10.549371] [INFO ] [main      ] BKH: Signal=1 (Conf=80.0%), Magnitude=-0.44% (Conf=55.0549%)
[2025-12-04T20:58:10.549705] [INFO ] [main      ] Progress: 717/970 forecasts completed (73.9%). BKH finished in 0.7s. ETA: 42.6s. Rate: 355.96 forecasts/min
[2025-12-04T20:58:10.549824] [INFO ] [main      ] Fetching symbol history for DH...
[2025-12-04T20:58:10.549866] [DEBUG] [REMOTE    ] DH: Fetching historical data.
[2025-12-04T20:58:10.561197] [DEBUG] [REMOTE    ] DH: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:10.562150] [DEBUG] [LOCAL     ] Loaded configuration for DH: 8 features, N/A% accuracy
[2025-12-04T20:58:10.562199] [INFO ] [LOCAL     ] DH: Loaded 8 optimal features with 59.60% confidence from JSON config
[2025-12-04T20:58:10.562230] [DEBUG] [MAG       ] Building data for symbol: DH with lookback: 0
[2025-12-04T20:58:10.562995] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-04T20:58:10.563065] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:10.567736] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:10.569507] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:58:10.570007] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:10.570379] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:58:10.571256] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:58:10.572834] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:58:10.611294] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:58:10.612754] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:10.613837] [DEBUG] [MAG       ] OMC: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:10.722389] [INFO ] [LOCAL     ] OMC: Saved forecast.
[2025-12-04T20:58:10.722456] [INFO ] [main      ] OMC: Signal=1 (Conf=80.0%), Magnitude=1.27% (Conf=53.2058%)
[2025-12-04T20:58:10.722910] [INFO ] [main      ] Fetching symbol history for ACEL...
[2025-12-04T20:58:10.722960] [DEBUG] [REMOTE    ] ACEL: Fetching historical data.
[2025-12-04T20:58:10.723659] [INFO ] [main      ] Progress: 718/970 forecasts completed (74.0%). OMC finished in 0.7s. ETA: 42.5s. Rate: 355.94 forecasts/min
[2025-12-04T20:58:10.727595] [DEBUG] [MAG       ] WERN: Last date is validated at 2025-12-04
[2025-12-04T20:58:10.734143] [DEBUG] [REMOTE    ] ACEL: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:10.735294] [DEBUG] [LOCAL     ] Loaded configuration for ACEL: 3 features, N/A% accuracy
[2025-12-04T20:58:10.735344] [INFO ] [LOCAL     ] ACEL: Loaded 3 optimal features with 48.52% confidence from JSON config
[2025-12-04T20:58:10.735374] [DEBUG] [MAG       ] Building data for symbol: ACEL with lookback: 0
[2025-12-04T20:58:10.736190] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:58:10.736246] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:10.740976] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-04T20:58:10.741664] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-04T20:58:10.743568] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:10.776127] [DEBUG] [MAG       ] MGPI: Last date is validated at 2025-12-04
[2025-12-04T20:58:10.892058] [DEBUG] [MAG       ] WERN: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:10.939726] [DEBUG] [MAG       ] MGPI: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:10.948248] [DEBUG] [MAG       ] DH: Last date is validated at 2025-12-04
[2025-12-04T20:58:10.970779] [INFO ] [LOCAL     ] WERN: Saved forecast.
[2025-12-04T20:58:10.970848] [INFO ] [main      ] WERN: Signal=1 (Conf=80.0%), Magnitude=2.71% (Conf=62.0681%)
[2025-12-04T20:58:10.971219] [INFO ] [main      ] Fetching symbol history for JMIA...
[2025-12-04T20:58:10.971268] [DEBUG] [REMOTE    ] JMIA: Fetching historical data.
[2025-12-04T20:58:10.972656] [INFO ] [main      ] Progress: 719/970 forecasts completed (74.1%). WERN finished in 0.6s. ETA: 42.3s. Rate: 355.70 forecasts/min
[2025-12-04T20:58:10.983031] [DEBUG] [REMOTE    ] JMIA: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:10.984129] [DEBUG] [LOCAL     ] Loaded configuration for JMIA: 4 features, N/A% accuracy
[2025-12-04T20:58:10.984190] [INFO ] [LOCAL     ] JMIA: Loaded 4 optimal features with 53.07% confidence from JSON config
[2025-12-04T20:58:10.984221] [DEBUG] [MAG       ] Building data for symbol: JMIA with lookback: 0
[2025-12-04T20:58:10.985025] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:58:10.985082] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:10.989793] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:58:10.990597] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-04T20:58:11.063308] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-04T20:58:11.065305] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:11.071833] [INFO ] [LOCAL     ] MGPI: Saved forecast.
[2025-12-04T20:58:11.071900] [INFO ] [main      ] MGPI: Signal=1 (Conf=80.0%), Magnitude=-1.65% (Conf=56.2156%)
[2025-12-04T20:58:11.072055] [INFO ] [main      ] Fetching symbol history for SUSB...
[2025-12-04T20:58:11.072098] [DEBUG] [REMOTE    ] SUSB: Fetching historical data.
[2025-12-04T20:58:11.073692] [INFO ] [main      ] Progress: 720/970 forecasts completed (74.2%). MGPI finished in 0.7s. ETA: 42.1s. Rate: 355.90 forecasts/min
[2025-12-04T20:58:11.078028] [DEBUG] [MAG       ] ACEL: Last date is validated at 2025-12-04
[2025-12-04T20:58:11.084341] [DEBUG] [REMOTE    ] SUSB: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:11.085277] [DEBUG] [LOCAL     ] Loaded configuration for SUSB: 53 features, N/A% accuracy
[2025-12-04T20:58:11.085325] [INFO ] [LOCAL     ] SUSB: Loaded 53 optimal features with 13.53% confidence from JSON config
[2025-12-04T20:58:11.085356] [DEBUG] [MAG       ] Building data for symbol: SUSB with lookback: 0
[2025-12-04T20:58:11.086141] [DEBUG] [FEATURES  ] DataBuilder: Executing 53 feature methods.
[2025-12-04T20:58:11.086431] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:11.091133] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:11.092872] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:58:11.093350] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:58:11.093805] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:11.094187] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:58:11.094927] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:58:11.095714] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:58:11.098023] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:58:11.118943] [DEBUG] [MAG       ] DH: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:11.184206] [INFO ] [LOCAL     ] DH: Saved forecast.
[2025-12-04T20:58:11.184274] [INFO ] [main      ] DH: Signal=1 (Conf=80.0%), Magnitude=7.67% (Conf=59.5998%)
[2025-12-04T20:58:11.184636] [INFO ] [main      ] Fetching symbol history for LND...
[2025-12-04T20:58:11.184663] [INFO ] [main      ] Progress: 721/970 forecasts completed (74.3%). DH finished in 0.6s. ETA: 42.0s. Rate: 356.07 forecasts/min
[2025-12-04T20:58:11.184686] [DEBUG] [REMOTE    ] LND: Fetching historical data.
[2025-12-04T20:58:11.199367] [DEBUG] [REMOTE    ] LND: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:11.200395] [DEBUG] [LOCAL     ] Loaded configuration for LND: 4 features, N/A% accuracy
[2025-12-04T20:58:11.200456] [INFO ] [LOCAL     ] LND: Loaded 4 optimal features with 48.59% confidence from JSON config
[2025-12-04T20:58:11.200487] [DEBUG] [MAG       ] Building data for symbol: LND with lookback: 0
[2025-12-04T20:58:11.201429] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:58:11.201489] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:11.203798] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:58:11.205452] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:58:11.206343] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-04T20:58:11.207661] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-04T20:58:11.210373] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:58:11.211442] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:11.243003] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-04T20:58:11.243995] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-04T20:58:11.248885] [DEBUG] [MAG       ] ACEL: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:11.293411] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-04T20:58:11.294249] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-04T20:58:11.295449] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-04T20:58:11.318802] [INFO ] [LOCAL     ] ACEL: Saved forecast.
[2025-12-04T20:58:11.318870] [INFO ] [main      ] ACEL: Signal=1 (Conf=80.0%), Magnitude=-5.13% (Conf=48.5207%)
[2025-12-04T20:58:11.319045] [INFO ] [main      ] Fetching symbol history for FCNCA...
[2025-12-04T20:58:11.319090] [DEBUG] [REMOTE    ] FCNCA: Fetching historical data.
[2025-12-04T20:58:11.320632] [INFO ] [main      ] Progress: 722/970 forecasts completed (74.4%). ACEL finished in 0.6s. ETA: 41.8s. Rate: 356.17 forecasts/min
[2025-12-04T20:58:11.332296] [DEBUG] [REMOTE    ] FCNCA: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:11.333156] [DEBUG] [LOCAL     ] Loaded configuration for FCNCA: 9 features, N/A% accuracy
[2025-12-04T20:58:11.333210] [INFO ] [LOCAL     ] FCNCA: Loaded 9 optimal features with 60.61% confidence from JSON config
[2025-12-04T20:58:11.333243] [DEBUG] [MAG       ] Building data for symbol: FCNCA with lookback: 0
[2025-12-04T20:58:11.334065] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-04T20:58:11.334126] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:11.335814] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:58:11.336323] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:11.336732] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-04T20:58:11.338711] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:58:11.339197] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:58:11.340192] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:58:11.341784] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:58:11.342787] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:58:11.343435] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:11.369079] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-04T20:58:11.369805] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-04T20:58:11.371596] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-04T20:58:11.374236] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-04T20:58:11.375267] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-04T20:58:11.377171] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-04T20:58:11.377890] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-04T20:58:11.381993] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-04T20:58:11.383126] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-04T20:58:11.384430] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-04T20:58:11.385943] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-04T20:58:11.388735] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-04T20:58:11.389371] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-04T20:58:11.390056] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-04T20:58:11.392009] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:58:11.393172] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-04T20:58:11.393925] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-04T20:58:11.394623] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-12-04T20:58:11.395322] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-04T20:58:11.398267] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-04T20:58:11.399905] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-04T20:58:11.402322] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-04T20:58:11.403217] [DEBUG] [MAG       ] JMIA: Last date is validated at 2025-12-04
[2025-12-04T20:58:11.404453] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-04T20:58:11.408171] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-04T20:58:11.425276] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:58:11.426393] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:58:11.428007] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:58:11.428740] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-04T20:58:11.430305] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-04T20:58:11.431865] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-04T20:58:11.432762] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:58:11.433910] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-04T20:58:11.435089] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-04T20:58:11.437121] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-04T20:58:11.438600] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-04T20:58:11.441360] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-04T20:58:11.443108] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-04T20:58:11.448747] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:11.549807] [DEBUG] [MAG       ] LND: Last date is validated at 2025-12-04
[2025-12-04T20:58:11.571306] [DEBUG] [MAG       ] JMIA: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:11.638855] [INFO ] [LOCAL     ] JMIA: Saved forecast.
[2025-12-04T20:58:11.638924] [INFO ] [main      ] JMIA: Signal=1 (Conf=80.0%), Magnitude=4.73% (Conf=53.0717%)
[2025-12-04T20:58:11.639252] [INFO ] [main      ] Fetching symbol history for MMD...
[2025-12-04T20:58:11.639301] [DEBUG] [REMOTE    ] MMD: Fetching historical data.
[2025-12-04T20:58:11.639657] [INFO ] [main      ] Progress: 723/970 forecasts completed (74.5%). JMIA finished in 0.7s. ETA: 41.7s. Rate: 355.73 forecasts/min
[2025-12-04T20:58:11.650600] [DEBUG] [REMOTE    ] MMD: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:11.651566] [DEBUG] [LOCAL     ] Loaded configuration for MMD: 1 features, N/A% accuracy
[2025-12-04T20:58:11.651632] [INFO ] [LOCAL     ] MMD: Loaded 1 optimal features with 60.94% confidence from JSON config
[2025-12-04T20:58:11.651664] [DEBUG] [MAG       ] Building data for symbol: MMD with lookback: 0
[2025-12-04T20:58:11.652428] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-04T20:58:11.652495] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:58:11.654861] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:11.685770] [DEBUG] [MAG       ] FCNCA: Last date is validated at 2025-12-04
[2025-12-04T20:58:11.714177] [DEBUG] [MAG       ] LND: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:11.771564] [INFO ] [LOCAL     ] LND: Saved forecast.
[2025-12-04T20:58:11.771652] [INFO ] [main      ] LND: Signal=1 (Conf=80.0%), Magnitude=0.13% (Conf=48.5875%)
[2025-12-04T20:58:11.772110] [INFO ] [main      ] Fetching symbol history for TTWO...
[2025-12-04T20:58:11.772164] [DEBUG] [REMOTE    ] TTWO: Fetching historical data.
[2025-12-04T20:58:11.772665] [INFO ] [main      ] Progress: 724/970 forecasts completed (74.6%). LND finished in 0.6s. ETA: 41.5s. Rate: 355.83 forecasts/min
[2025-12-04T20:58:11.779020] [DEBUG] [MAG       ] SUSB: Last date is validated at 2025-12-04
[2025-12-04T20:58:11.783665] [DEBUG] [REMOTE    ] TTWO: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:11.785540] [DEBUG] [LOCAL     ] Loaded configuration for TTWO: 2 features, N/A% accuracy
[2025-12-04T20:58:11.785614] [INFO ] [LOCAL     ] TTWO: Loaded 2 optimal features with 62.15% confidence from JSON config
[2025-12-04T20:58:11.785646] [DEBUG] [MAG       ] Building data for symbol: TTWO with lookback: 0
[2025-12-04T20:58:11.786426] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:58:11.786481] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:11.788155] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:58:11.788701] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:11.854515] [DEBUG] [MAG       ] FCNCA: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:11.946258] [DEBUG] [MAG       ] SUSB: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:11.996605] [DEBUG] [MAG       ] MMD: Last date is validated at 2025-12-04
[2025-12-04T20:58:12.095999] [INFO ] [LOCAL     ] FCNCA: Saved forecast.
[2025-12-04T20:58:12.096067] [INFO ] [main      ] FCNCA: Signal=1 (Conf=80.0%), Magnitude=1.69% (Conf=60.613%)
[2025-12-04T20:58:12.096227] [INFO ] [main      ] Fetching symbol history for FPI...
[2025-12-04T20:58:12.096268] [DEBUG] [REMOTE    ] FPI: Fetching historical data.
[2025-12-04T20:58:12.097817] [INFO ] [main      ] Progress: 725/970 forecasts completed (74.7%). FCNCA finished in 0.8s. ETA: 41.4s. Rate: 355.38 forecasts/min
[2025-12-04T20:58:12.108984] [DEBUG] [REMOTE    ] FPI: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:12.109892] [DEBUG] [LOCAL     ] Loaded configuration for FPI: 3 features, N/A% accuracy
[2025-12-04T20:58:12.109948] [INFO ] [LOCAL     ] FPI: Loaded 3 optimal features with 56.29% confidence from JSON config
[2025-12-04T20:58:12.109979] [DEBUG] [MAG       ] Building data for symbol: FPI with lookback: 0
[2025-12-04T20:58:12.110766] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:58:12.111141] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:12.116348] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-04T20:58:12.117656] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-04T20:58:12.119428] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:12.122502] [DEBUG] [MAG       ] TTWO: Last date is validated at 2025-12-04
[2025-12-04T20:58:12.165494] [DEBUG] [MAG       ] MMD: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:12.214124] [INFO ] [LOCAL     ] SUSB: Saved forecast.
[2025-12-04T20:58:12.214225] [INFO ] [main      ] SUSB: Signal=1 (Conf=80.0%), Magnitude=0.00% (Conf=13.5335%)
[2025-12-04T20:58:12.214430] [INFO ] [main      ] Fetching symbol history for EGP...
[2025-12-04T20:58:12.214476] [DEBUG] [REMOTE    ] EGP: Fetching historical data.
[2025-12-04T20:58:12.215366] [INFO ] [main      ] Progress: 726/970 forecasts completed (74.8%). SUSB finished in 1.1s. ETA: 41.2s. Rate: 355.52 forecasts/min
[2025-12-04T20:58:12.219360] [INFO ] [LOCAL     ] MMD: Saved forecast.
[2025-12-04T20:58:12.219431] [INFO ] [main      ] MMD: Signal=1 (Conf=80.0%), Magnitude=0.24% (Conf=60.9428%)
[2025-12-04T20:58:12.219825] [INFO ] [main      ] Fetching symbol history for SBAC...
[2025-12-04T20:58:12.219876] [DEBUG] [REMOTE    ] SBAC: Fetching historical data.
[2025-12-04T20:58:12.220009] [INFO ] [main      ] Progress: 727/970 forecasts completed (74.9%). MMD finished in 0.6s. ETA: 41.0s. Rate: 356.00 forecasts/min
[2025-12-04T20:58:12.232144] [DEBUG] [REMOTE    ] EGP: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:12.232551] [DEBUG] [REMOTE    ] SBAC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:12.233707] [DEBUG] [LOCAL     ] Loaded configuration for SBAC: 8 features, N/A% accuracy
[2025-12-04T20:58:12.233764] [INFO ] [LOCAL     ] SBAC: Loaded 8 optimal features with 57.62% confidence from JSON config
[2025-12-04T20:58:12.233795] [DEBUG] [MAG       ] Building data for symbol: SBAC with lookback: 0
[2025-12-04T20:58:12.233957] [DEBUG] [LOCAL     ] Loaded configuration for EGP: 9 features, N/A% accuracy
[2025-12-04T20:58:12.234017] [INFO ] [LOCAL     ] EGP: Loaded 9 optimal features with 48.19% confidence from JSON config
[2025-12-04T20:58:12.234049] [DEBUG] [MAG       ] Building data for symbol: EGP with lookback: 0
[2025-12-04T20:58:12.234655] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-04T20:58:12.234718] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:12.234994] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-04T20:58:12.235062] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:12.236850] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:58:12.237417] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:58:12.237911] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:12.238335] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-04T20:58:12.239373] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-04T20:58:12.239787] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:12.241671] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:58:12.242173] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:12.242566] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-04T20:58:12.288168] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-04T20:58:12.291476] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-04T20:58:12.292519] [DEBUG] [MAG       ] TTWO: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:12.293231] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:58:12.293689] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-04T20:58:12.294692] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-04T20:58:12.295259] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-04T20:58:12.295979] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:12.296856] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:12.424656] [INFO ] [LOCAL     ] TTWO: Saved forecast.
[2025-12-04T20:58:12.424731] [INFO ] [main      ] TTWO: Signal=1 (Conf=80.0%), Magnitude=0.35% (Conf=62.1477%)
[2025-12-04T20:58:12.424897] [INFO ] [main      ] Fetching symbol history for SDHY...
[2025-12-04T20:58:12.424942] [DEBUG] [REMOTE    ] SDHY: Fetching historical data.
[2025-12-04T20:58:12.426709] [INFO ] [main      ] Progress: 728/970 forecasts completed (75.1%). TTWO finished in 0.7s. ETA: 40.8s. Rate: 355.89 forecasts/min
[2025-12-04T20:58:12.437812] [DEBUG] [REMOTE    ] SDHY: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:12.438988] [DEBUG] [LOCAL     ] Loaded configuration for SDHY: 5 features, N/A% accuracy
[2025-12-04T20:58:12.439045] [INFO ] [LOCAL     ] SDHY: Loaded 5 optimal features with 49.99% confidence from JSON config
[2025-12-04T20:58:12.439077] [DEBUG] [MAG       ] Building data for symbol: SDHY with lookback: 0
[2025-12-04T20:58:12.439930] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:58:12.440006] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:12.441815] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:58:12.442337] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:12.442780] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:58:12.443542] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:58:12.445980] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:12.449817] [DEBUG] [MAG       ] FPI: Last date is validated at 2025-12-04
[2025-12-04T20:58:12.617772] [DEBUG] [MAG       ] FPI: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:12.635491] [DEBUG] [MAG       ] SBAC: Last date is validated at 2025-12-04
[2025-12-04T20:58:12.655169] [DEBUG] [MAG       ] EGP: Last date is validated at 2025-12-04
[2025-12-04T20:58:12.676023] [INFO ] [LOCAL     ] FPI: Saved forecast.
[2025-12-04T20:58:12.676090] [INFO ] [main      ] FPI: Signal=1 (Conf=80.0%), Magnitude=-0.17% (Conf=56.2921%)
[2025-12-04T20:58:12.676246] [INFO ] [main      ] Fetching symbol history for INSM...
[2025-12-04T20:58:12.676309] [DEBUG] [REMOTE    ] INSM: Fetching historical data.
[2025-12-04T20:58:12.677534] [INFO ] [main      ] Progress: 729/970 forecasts completed (75.2%). FPI finished in 0.6s. ETA: 40.7s. Rate: 355.65 forecasts/min
[2025-12-04T20:58:12.687104] [DEBUG] [REMOTE    ] INSM: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:12.688090] [DEBUG] [LOCAL     ] Loaded configuration for INSM: 8 features, N/A% accuracy
[2025-12-04T20:58:12.688141] [INFO ] [LOCAL     ] INSM: Loaded 8 optimal features with 68.63% confidence from JSON config
[2025-12-04T20:58:12.688172] [DEBUG] [MAG       ] Building data for symbol: INSM with lookback: 0
[2025-12-04T20:58:12.689017] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-04T20:58:12.689078] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:12.690750] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:58:12.691252] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:12.691665] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-04T20:58:12.738218] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-04T20:58:12.739741] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-04T20:58:12.740378] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-04T20:58:12.743032] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-04T20:58:12.759934] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:12.799282] [DEBUG] [MAG       ] SDHY: Last date is validated at 2025-12-04
[2025-12-04T20:58:12.807038] [DEBUG] [MAG       ] SBAC: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:12.824303] [DEBUG] [MAG       ] EGP: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:12.926823] [INFO ] [LOCAL     ] SBAC: Saved forecast.
[2025-12-04T20:58:12.926890] [INFO ] [main      ] SBAC: Signal=1 (Conf=80.0%), Magnitude=1.02% (Conf=57.6169%)
[2025-12-04T20:58:12.927237] [INFO ] [main      ] Fetching symbol history for FMC...
[2025-12-04T20:58:12.927291] [DEBUG] [REMOTE    ] FMC: Fetching historical data.
[2025-12-04T20:58:12.927331] [INFO ] [main      ] Progress: 730/970 forecasts completed (75.3%). SBAC finished in 0.7s. ETA: 40.5s. Rate: 355.42 forecasts/min
[2025-12-04T20:58:12.939127] [DEBUG] [REMOTE    ] FMC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:12.940235] [DEBUG] [LOCAL     ] Loaded configuration for FMC: 1 features, N/A% accuracy
[2025-12-04T20:58:12.940285] [INFO ] [LOCAL     ] FMC: Loaded 1 optimal features with 39.48% confidence from JSON config
[2025-12-04T20:58:12.940315] [DEBUG] [MAG       ] Building data for symbol: FMC with lookback: 0
[2025-12-04T20:58:12.941099] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-04T20:58:12.941155] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:12.945985] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:12.948069] [INFO ] [LOCAL     ] EGP: Saved forecast.
[2025-12-04T20:58:12.948155] [INFO ] [main      ] EGP: Signal=1 (Conf=80.0%), Magnitude=1.33% (Conf=48.1918%)
[2025-12-04T20:58:12.948698] [INFO ] [main      ] Progress: 731/970 forecasts completed (75.4%). EGP finished in 0.7s. ETA: 40.3s. Rate: 355.84 forecasts/min
[2025-12-04T20:58:12.948860] [INFO ] [main      ] Fetching symbol history for FHB...
[2025-12-04T20:58:12.948906] [DEBUG] [REMOTE    ] FHB: Fetching historical data.
[2025-12-04T20:58:12.963284] [DEBUG] [REMOTE    ] FHB: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:12.964445] [DEBUG] [LOCAL     ] Loaded configuration for FHB: 2 features, N/A% accuracy
[2025-12-04T20:58:12.964504] [INFO ] [LOCAL     ] FHB: Loaded 2 optimal features with 55.22% confidence from JSON config
[2025-12-04T20:58:12.964538] [DEBUG] [MAG       ] Building data for symbol: FHB with lookback: 0
[2025-12-04T20:58:12.965448] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:58:12.965509] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-04T20:58:12.965667] [DEBUG] [MAG       ] SDHY: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:12.966333] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-04T20:58:12.967627] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:13.021982] [INFO ] [LOCAL     ] SDHY: Saved forecast.
[2025-12-04T20:58:13.022051] [INFO ] [main      ] SDHY: Signal=1 (Conf=80.0%), Magnitude=-0.15% (Conf=49.9891%)
[2025-12-04T20:58:13.022520] [INFO ] [main      ] Fetching symbol history for USGO...
[2025-12-04T20:58:13.022587] [DEBUG] [REMOTE    ] USGO: Fetching historical data.
[2025-12-04T20:58:13.022697] [INFO ] [main      ] Progress: 732/970 forecasts completed (75.5%). SDHY finished in 0.6s. ETA: 40.1s. Rate: 356.12 forecasts/min
[2025-12-04T20:58:13.033839] [DEBUG] [REMOTE    ] USGO: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:13.034937] [DEBUG] [LOCAL     ] Loaded configuration for USGO: 6 features, N/A% accuracy
[2025-12-04T20:58:13.034988] [INFO ] [LOCAL     ] USGO: Loaded 6 optimal features with 46.92% confidence from JSON config
[2025-12-04T20:58:13.035019] [DEBUG] [MAG       ] Building data for symbol: USGO with lookback: 0
[2025-12-04T20:58:13.035801] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:58:13.035858] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:13.040627] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:58:13.043032] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:58:13.044673] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-04T20:58:13.046374] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-04T20:58:13.049058] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-04T20:58:13.054555] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:13.091050] [DEBUG] [MAG       ] INSM: Last date is validated at 2025-12-04
[2025-12-04T20:58:13.258723] [DEBUG] [MAG       ] INSM: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:13.287269] [DEBUG] [MAG       ] FMC: Last date is validated at 2025-12-04
[2025-12-04T20:58:13.314046] [DEBUG] [MAG       ] FHB: Last date is validated at 2025-12-04
[2025-12-04T20:58:13.382739] [INFO ] [LOCAL     ] INSM: Saved forecast.
[2025-12-04T20:58:13.382805] [INFO ] [main      ] INSM: Signal=1 (Conf=80.0%), Magnitude=0.67% (Conf=68.6307%)
[2025-12-04T20:58:13.382961] [INFO ] [main      ] Fetching symbol history for FTCI...
[2025-12-04T20:58:13.383002] [DEBUG] [REMOTE    ] FTCI: Fetching historical data.
[2025-12-04T20:58:13.384666] [INFO ] [main      ] Progress: 733/970 forecasts completed (75.6%). INSM finished in 0.7s. ETA: 40.0s. Rate: 355.56 forecasts/min
[2025-12-04T20:58:13.387782] [DEBUG] [MAG       ] USGO: Last date is validated at 2025-12-04
[2025-12-04T20:58:13.393859] [DEBUG] [REMOTE    ] FTCI: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:13.394781] [DEBUG] [LOCAL     ] Loaded configuration for FTCI: 9 features, N/A% accuracy
[2025-12-04T20:58:13.394836] [INFO ] [LOCAL     ] FTCI: Loaded 9 optimal features with 50.42% confidence from JSON config
[2025-12-04T20:58:13.394867] [DEBUG] [MAG       ] Building data for symbol: FTCI with lookback: 0
[2025-12-04T20:58:13.395670] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-04T20:58:13.395730] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:13.400390] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:58:13.401350] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-04T20:58:13.402487] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:13.404175] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:58:13.404651] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:58:13.405632] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:58:13.407168] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:58:13.408169] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:58:13.408843] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:13.456617] [DEBUG] [MAG       ] FMC: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:13.485545] [DEBUG] [MAG       ] FHB: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:13.553979] [DEBUG] [MAG       ] USGO: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:13.554744] [INFO ] [LOCAL     ] FMC: Saved forecast.
[2025-12-04T20:58:13.554811] [INFO ] [main      ] FMC: Signal=1 (Conf=80.0%), Magnitude=6.68% (Conf=39.4849%)
[2025-12-04T20:58:13.555140] [INFO ] [main      ] Fetching symbol history for AIO...
[2025-12-04T20:58:13.555189] [DEBUG] [REMOTE    ] AIO: Fetching historical data.
[2025-12-04T20:58:13.555665] [INFO ] [main      ] Progress: 734/970 forecasts completed (75.7%). FMC finished in 0.6s. ETA: 39.8s. Rate: 355.55 forecasts/min
[2025-12-04T20:58:13.558422] [INFO ] [LOCAL     ] FHB: Saved forecast.
[2025-12-04T20:58:13.558522] [INFO ] [main      ] FHB: Signal=1 (Conf=80.0%), Magnitude=-0.79% (Conf=55.2162%)
[2025-12-04T20:58:13.559049] [INFO ] [main      ] Fetching symbol history for AXS...
[2025-12-04T20:58:13.559104] [DEBUG] [REMOTE    ] AXS: Fetching historical data.
[2025-12-04T20:58:13.559259] [INFO ] [main      ] Progress: 735/970 forecasts completed (75.8%). FHB finished in 0.6s. ETA: 39.6s. Rate: 356.03 forecasts/min
[2025-12-04T20:58:13.566633] [DEBUG] [REMOTE    ] AIO: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:13.567398] [DEBUG] [LOCAL     ] Loaded configuration for AIO: 3 features, N/A% accuracy
[2025-12-04T20:58:13.567447] [INFO ] [LOCAL     ] AIO: Loaded 3 optimal features with 49.78% confidence from JSON config
[2025-12-04T20:58:13.567477] [DEBUG] [MAG       ] Building data for symbol: AIO with lookback: 0
[2025-12-04T20:58:13.568297] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:58:13.568355] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-04T20:58:13.571159] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-04T20:58:13.573233] [DEBUG] [REMOTE    ] AXS: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:13.574447] [DEBUG] [LOCAL     ] Loaded configuration for AXS: 1 features, N/A% accuracy
[2025-12-04T20:58:13.574501] [INFO ] [LOCAL     ] AXS: Loaded 1 optimal features with 58.03% confidence from JSON config
[2025-12-04T20:58:13.574530] [DEBUG] [MAG       ] Building data for symbol: AXS with lookback: 0
[2025-12-04T20:58:13.574967] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-04T20:58:13.575452] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-04T20:58:13.575513] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:13.576080] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:13.580510] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:13.643032] [INFO ] [LOCAL     ] USGO: Saved forecast.
[2025-12-04T20:58:13.643111] [INFO ] [main      ] USGO: Signal=1 (Conf=80.0%), Magnitude=4.48% (Conf=46.9235%)
[2025-12-04T20:58:13.643484] [INFO ] [main      ] Fetching symbol history for VKQ...
[2025-12-04T20:58:13.643535] [DEBUG] [REMOTE    ] VKQ: Fetching historical data.
[2025-12-04T20:58:13.644657] [INFO ] [main      ] Progress: 736/970 forecasts completed (75.9%). USGO finished in 0.6s. ETA: 39.4s. Rate: 356.27 forecasts/min
[2025-12-04T20:58:13.655559] [DEBUG] [REMOTE    ] VKQ: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:13.656652] [DEBUG] [LOCAL     ] Loaded configuration for VKQ: 4 features, N/A% accuracy
[2025-12-04T20:58:13.656705] [INFO ] [LOCAL     ] VKQ: Loaded 4 optimal features with 56.71% confidence from JSON config
[2025-12-04T20:58:13.656736] [DEBUG] [MAG       ] Building data for symbol: VKQ with lookback: 0
[2025-12-04T20:58:13.657534] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:58:13.657612] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:58:13.658605] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:58:13.661115] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:58:13.768794] [DEBUG] [MAG       ] FTCI: Last date is validated at 2025-12-04
[2025-12-04T20:58:13.772445] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-04T20:58:13.821961] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:13.904251] [DEBUG] [MAG       ] AIO: Last date is validated at 2025-12-04
[2025-12-04T20:58:13.933181] [DEBUG] [MAG       ] FTCI: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:13.965810] [DEBUG] [MAG       ] AXS: Last date is validated at 2025-12-04
[2025-12-04T20:58:14.007234] [INFO ] [LOCAL     ] FTCI: Saved forecast.
[2025-12-04T20:58:14.007303] [INFO ] [main      ] FTCI: Signal=1 (Conf=80.0%), Magnitude=2.48% (Conf=50.4196%)
[2025-12-04T20:58:14.007459] [INFO ] [main      ] Fetching symbol history for BSMQ...
[2025-12-04T20:58:14.007501] [DEBUG] [REMOTE    ] BSMQ: Fetching historical data.
[2025-12-04T20:58:14.008168] [INFO ] [main      ] Progress: 737/970 forecasts completed (76.0%). FTCI finished in 0.6s. ETA: 39.3s. Rate: 355.71 forecasts/min
[2025-12-04T20:58:14.020143] [DEBUG] [REMOTE    ] BSMQ: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:14.021120] [DEBUG] [LOCAL     ] Loaded configuration for BSMQ: 49 features, N/A% accuracy
[2025-12-04T20:58:14.021171] [INFO ] [LOCAL     ] BSMQ: Loaded 49 optimal features with 14.67% confidence from JSON config
[2025-12-04T20:58:14.021203] [DEBUG] [MAG       ] Building data for symbol: BSMQ with lookback: 0
[2025-12-04T20:58:14.022015] [DEBUG] [FEATURES  ] DataBuilder: Executing 49 feature methods.
[2025-12-04T20:58:14.022106] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:14.026821] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:14.028599] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:58:14.029072] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:58:14.029492] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:14.029891] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:58:14.030615] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:58:14.031374] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:58:14.033768] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:58:14.068586] [DEBUG] [MAG       ] AIO: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:14.142591] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:58:14.144736] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:58:14.147107] [DEBUG] [MAG       ] AXS: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:14.159593] [DEBUG] [MAG       ] VKQ: Last date is validated at 2025-12-04
[2025-12-04T20:58:14.188476] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-04T20:58:14.189815] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-04T20:58:14.205043] [INFO ] [LOCAL     ] AIO: Saved forecast.
[2025-12-04T20:58:14.205114] [INFO ] [main      ] AIO: Signal=1 (Conf=80.0%), Magnitude=-0.50% (Conf=49.776%)
[2025-12-04T20:58:14.205455] [INFO ] [main      ] Fetching symbol history for VRIG...
[2025-12-04T20:58:14.205511] [DEBUG] [REMOTE    ] VRIG: Fetching historical data.
[2025-12-04T20:58:14.205682] [INFO ] [main      ] Progress: 738/970 forecasts completed (76.1%). AIO finished in 0.6s. ETA: 39.1s. Rate: 355.62 forecasts/min
[2025-12-04T20:58:14.218367] [DEBUG] [REMOTE    ] VRIG: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:14.219308] [DEBUG] [LOCAL     ] Loaded configuration for VRIG: 53 features, N/A% accuracy
[2025-12-04T20:58:14.219357] [INFO ] [LOCAL     ] VRIG: Loaded 53 optimal features with 13.53% confidence from JSON config
[2025-12-04T20:58:14.219387] [DEBUG] [MAG       ] Building data for symbol: VRIG with lookback: 0
[2025-12-04T20:58:14.220180] [DEBUG] [FEATURES  ] DataBuilder: Executing 53 feature methods.
[2025-12-04T20:58:14.220279] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:14.224960] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:14.226693] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:58:14.227163] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:58:14.227608] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:14.227996] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:58:14.228752] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:58:14.229803] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:58:14.234306] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:58:14.234914] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-04T20:58:14.235966] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-04T20:58:14.237221] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-04T20:58:14.251853] [INFO ] [LOCAL     ] AXS: Saved forecast.
[2025-12-04T20:58:14.251944] [INFO ] [main      ] AXS: Signal=1 (Conf=80.0%), Magnitude=-1.16% (Conf=58.033%)
[2025-12-04T20:58:14.252684] [INFO ] [main      ] Fetching symbol history for VOD...
[2025-12-04T20:58:14.252743] [DEBUG] [REMOTE    ] VOD: Fetching historical data.
[2025-12-04T20:58:14.252557] [INFO ] [main      ] Progress: 739/970 forecasts completed (76.2%). AXS finished in 0.7s. ETA: 38.9s. Rate: 355.97 forecasts/min
[2025-12-04T20:58:14.269706] [DEBUG] [REMOTE    ] VOD: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:14.270826] [DEBUG] [LOCAL     ] Loaded configuration for VOD: 7 features, N/A% accuracy
[2025-12-04T20:58:14.270889] [INFO ] [LOCAL     ] VOD: Loaded 7 optimal features with 47.04% confidence from JSON config
[2025-12-04T20:58:14.270920] [DEBUG] [MAG       ] Building data for symbol: VOD with lookback: 0
[2025-12-04T20:58:14.272007] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-04T20:58:14.272072] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:14.277224] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:58:14.278340] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:58:14.314824] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-04T20:58:14.315790] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-04T20:58:14.317694] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-04T20:58:14.320291] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-04T20:58:14.320596] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-04T20:58:14.321991] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-04T20:58:14.321747] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-04T20:58:14.324185] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-04T20:58:14.324971] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-04T20:58:14.327032] [DEBUG] [MAG       ] VKQ: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:14.329523] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-04T20:58:14.330924] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-04T20:58:14.332292] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-04T20:58:14.333982] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-04T20:58:14.337054] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-04T20:58:14.337803] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-04T20:58:14.338510] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-04T20:58:14.340469] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:58:14.341564] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-04T20:58:14.342279] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-04T20:58:14.342970] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-12-04T20:58:14.343662] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-04T20:58:14.346555] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-04T20:58:14.346945] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:58:14.348196] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-04T20:58:14.348833] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:58:14.350973] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-04T20:58:14.353376] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-04T20:58:14.357337] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-04T20:58:14.375310] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:58:14.376739] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:58:14.378532] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:58:14.379280] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-04T20:58:14.380933] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-04T20:58:14.382558] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-04T20:58:14.383491] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:58:14.384456] [INFO ] [LOCAL     ] VKQ: Saved forecast.
[2025-12-04T20:58:14.384527] [INFO ] [main      ] VKQ: Signal=1 (Conf=80.0%), Magnitude=0.04% (Conf=56.7137%)
[2025-12-04T20:58:14.384746] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-04T20:58:14.384955] [INFO ] [main      ] Fetching symbol history for HSCS...
[2025-12-04T20:58:14.385007] [DEBUG] [REMOTE    ] HSCS: Fetching historical data.
[2025-12-04T20:58:14.385998] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-04T20:58:14.386737] [INFO ] [main      ] Progress: 740/970 forecasts completed (76.3%). VKQ finished in 0.7s. ETA: 38.8s. Rate: 356.07 forecasts/min
[2025-12-04T20:58:14.386556] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-04T20:58:14.388026] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-04T20:58:14.388101] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:14.396782] [DEBUG] [REMOTE    ] HSCS: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:14.398003] [DEBUG] [LOCAL     ] Loaded configuration for HSCS: 2 features, N/A% accuracy
[2025-12-04T20:58:14.398054] [INFO ] [LOCAL     ] HSCS: Loaded 2 optimal features with 51.36% confidence from JSON config
[2025-12-04T20:58:14.398084] [DEBUG] [MAG       ] Building data for symbol: HSCS with lookback: 0
[2025-12-04T20:58:14.398918] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:58:14.398974] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:14.403665] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:58:14.403602] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-04T20:58:14.405331] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:14.406106] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-04T20:58:14.409051] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:14.427409] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-04T20:58:14.428292] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-04T20:58:14.429532] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-04T20:58:14.502473] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-04T20:58:14.503233] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-04T20:58:14.505006] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-04T20:58:14.507660] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-04T20:58:14.508740] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-04T20:58:14.510718] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-04T20:58:14.511439] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-04T20:58:14.515718] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-04T20:58:14.516865] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-04T20:58:14.518167] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-04T20:58:14.519718] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-04T20:58:14.522527] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-04T20:58:14.523198] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-04T20:58:14.523891] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-04T20:58:14.525835] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:58:14.526879] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-04T20:58:14.527587] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-04T20:58:14.528281] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-12-04T20:58:14.528976] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-04T20:58:14.531691] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-04T20:58:14.533228] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-04T20:58:14.535633] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-04T20:58:14.537791] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-04T20:58:14.541549] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-04T20:58:14.558513] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:58:14.559628] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:58:14.561242] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:58:14.561981] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-04T20:58:14.563542] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-04T20:58:14.565097] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-04T20:58:14.566009] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:58:14.567210] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-04T20:58:14.568436] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-04T20:58:14.570477] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-04T20:58:14.571984] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-04T20:58:14.574749] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-04T20:58:14.576468] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-04T20:58:14.582324] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:14.730026] [DEBUG] [MAG       ] BSMQ: Last date is validated at 2025-12-04
[2025-12-04T20:58:14.751636] [DEBUG] [MAG       ] HSCS: Last date is validated at 2025-12-04
[2025-12-04T20:58:14.764522] [DEBUG] [MAG       ] VOD: Last date is validated at 2025-12-04
[2025-12-04T20:58:14.898420] [DEBUG] [MAG       ] BSMQ: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:14.919962] [DEBUG] [MAG       ] VRIG: Last date is validated at 2025-12-04
[2025-12-04T20:58:14.930296] [DEBUG] [MAG       ] HSCS: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:14.942075] [DEBUG] [MAG       ] VOD: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:14.992147] [INFO ] [LOCAL     ] HSCS: Saved forecast.
[2025-12-04T20:58:14.992231] [INFO ] [main      ] HSCS: Signal=1 (Conf=80.0%), Magnitude=-0.18% (Conf=51.3628%)
[2025-12-04T20:58:14.992708] [INFO ] [main      ] Fetching symbol history for ADEA...
[2025-12-04T20:58:14.992762] [DEBUG] [REMOTE    ] ADEA: Fetching historical data.
[2025-12-04T20:58:14.992768] [INFO ] [main      ] Progress: 741/970 forecasts completed (76.4%). HSCS finished in 0.6s. ETA: 38.7s. Rate: 354.83 forecasts/min
[2025-12-04T20:58:15.006810] [DEBUG] [REMOTE    ] ADEA: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:15.008402] [DEBUG] [LOCAL     ] Loaded configuration for ADEA: 8 features, N/A% accuracy
[2025-12-04T20:58:15.008474] [INFO ] [LOCAL     ] ADEA: Loaded 8 optimal features with 75.88% confidence from JSON config
[2025-12-04T20:58:15.008526] [DEBUG] [MAG       ] Building data for symbol: ADEA with lookback: 0
[2025-12-04T20:58:15.009567] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-04T20:58:15.009659] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:15.015194] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:15.017263] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:58:15.017424] [INFO ] [LOCAL     ] VOD: Saved forecast.
[2025-12-04T20:58:15.017508] [INFO ] [main      ] VOD: Signal=1 (Conf=80.0%), Magnitude=0.62% (Conf=47.0374%)
[2025-12-04T20:58:15.017731] [INFO ] [main      ] Fetching symbol history for TEAM...
[2025-12-04T20:58:15.017779] [DEBUG] [REMOTE    ] TEAM: Fetching historical data.
[2025-12-04T20:58:15.017824] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:58:15.018308] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:15.019175] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:58:15.019322] [INFO ] [main      ] Progress: 742/970 forecasts completed (76.5%). VOD finished in 0.8s. ETA: 38.5s. Rate: 355.23 forecasts/min
[2025-12-04T20:58:15.031918] [DEBUG] [REMOTE    ] TEAM: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:15.033431] [DEBUG] [LOCAL     ] Loaded configuration for TEAM: 1 features, N/A% accuracy
[2025-12-04T20:58:15.033487] [INFO ] [LOCAL     ] TEAM: Loaded 1 optimal features with 52.00% confidence from JSON config
[2025-12-04T20:58:15.033519] [DEBUG] [MAG       ] Building data for symbol: TEAM with lookback: 0
[2025-12-04T20:58:15.034532] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-04T20:58:15.034622] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:58:15.060461] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-04T20:58:15.062031] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-04T20:58:15.063344] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:15.075114] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:15.085444] [DEBUG] [MAG       ] VRIG: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:15.142140] [INFO ] [LOCAL     ] BSMQ: Saved forecast.
[2025-12-04T20:58:15.142211] [INFO ] [main      ] BSMQ: Signal=1 (Conf=80.0%), Magnitude=0.00% (Conf=14.6686%)
[2025-12-04T20:58:15.142366] [INFO ] [main      ] Fetching symbol history for DTG...
[2025-12-04T20:58:15.142407] [DEBUG] [REMOTE    ] DTG: Fetching historical data.
[2025-12-04T20:58:15.143856] [INFO ] [main      ] Progress: 743/970 forecasts completed (76.6%). BSMQ finished in 1.1s. ETA: 38.3s. Rate: 355.36 forecasts/min
[2025-12-04T20:58:15.153780] [DEBUG] [REMOTE    ] DTG: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:15.154819] [DEBUG] [LOCAL     ] Loaded configuration for DTG: 2 features, N/A% accuracy
[2025-12-04T20:58:15.154874] [INFO ] [LOCAL     ] DTG: Loaded 2 optimal features with 44.60% confidence from JSON config
[2025-12-04T20:58:15.154905] [DEBUG] [MAG       ] Building data for symbol: DTG with lookback: 0
[2025-12-04T20:58:15.155692] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:58:15.155747] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:15.160559] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-04T20:58:15.162427] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:15.349431] [INFO ] [LOCAL     ] VRIG: Saved forecast.
[2025-12-04T20:58:15.349500] [INFO ] [main      ] VRIG: Signal=1 (Conf=80.0%), Magnitude=0.00% (Conf=13.5335%)
[2025-12-04T20:58:15.349696] [INFO ] [main      ] Fetching symbol history for STNE...
[2025-12-04T20:58:15.349741] [DEBUG] [REMOTE    ] STNE: Fetching historical data.
[2025-12-04T20:58:15.351770] [INFO ] [main      ] Progress: 744/970 forecasts completed (76.7%). VRIG finished in 1.1s. ETA: 38.2s. Rate: 355.25 forecasts/min
[2025-12-04T20:58:15.363522] [DEBUG] [REMOTE    ] STNE: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:15.364710] [DEBUG] [LOCAL     ] Loaded configuration for STNE: 2 features, N/A% accuracy
[2025-12-04T20:58:15.364761] [INFO ] [LOCAL     ] STNE: Loaded 2 optimal features with 62.56% confidence from JSON config
[2025-12-04T20:58:15.364791] [DEBUG] [MAG       ] Building data for symbol: STNE with lookback: 0
[2025-12-04T20:58:15.365628] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:58:15.365685] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:15.370744] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:58:15.373007] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:15.431406] [DEBUG] [MAG       ] ADEA: Last date is validated at 2025-12-04
[2025-12-04T20:58:15.447665] [DEBUG] [MAG       ] TEAM: Last date is validated at 2025-12-04
[2025-12-04T20:58:15.499103] [DEBUG] [MAG       ] DTG: Last date is validated at 2025-12-04
[2025-12-04T20:58:15.609229] [DEBUG] [MAG       ] ADEA: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:15.633797] [DEBUG] [MAG       ] TEAM: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:15.668898] [DEBUG] [MAG       ] DTG: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:15.697341] [INFO ] [LOCAL     ] ADEA: Saved forecast.
[2025-12-04T20:58:15.697422] [INFO ] [main      ] ADEA: Signal=1 (Conf=80.0%), Magnitude=0.80% (Conf=75.8777%)
[2025-12-04T20:58:15.697933] [INFO ] [main      ] Fetching symbol history for DTB...
[2025-12-04T20:58:15.697985] [DEBUG] [REMOTE    ] DTB: Fetching historical data.
[2025-12-04T20:58:15.697967] [INFO ] [main      ] Progress: 745/970 forecasts completed (76.8%). ADEA finished in 0.7s. ETA: 38.1s. Rate: 354.75 forecasts/min
[2025-12-04T20:58:15.711882] [DEBUG] [REMOTE    ] DTB: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:15.713407] [DEBUG] [LOCAL     ] Loaded configuration for DTB: 3 features, N/A% accuracy
[2025-12-04T20:58:15.713461] [INFO ] [LOCAL     ] DTB: Loaded 3 optimal features with 38.88% confidence from JSON config
[2025-12-04T20:58:15.713493] [DEBUG] [MAG       ] Building data for symbol: DTB with lookback: 0
[2025-12-04T20:58:15.714397] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:58:15.714457] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:58:15.715433] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:58:15.719979] [DEBUG] [MAG       ] STNE: Last date is validated at 2025-12-04
[2025-12-04T20:58:15.725478] [INFO ] [LOCAL     ] DTG: Saved forecast.
[2025-12-04T20:58:15.725546] [INFO ] [main      ] DTG: Signal=1 (Conf=80.0%), Magnitude=-0.57% (Conf=44.5993%)
[2025-12-04T20:58:15.725720] [INFO ] [main      ] Fetching symbol history for HSHP...
[2025-12-04T20:58:15.725763] [DEBUG] [REMOTE    ] HSHP: Fetching historical data.
[2025-12-04T20:58:15.726996] [INFO ] [main      ] Progress: 746/970 forecasts completed (76.9%). DTG finished in 0.6s. ETA: 37.8s. Rate: 355.14 forecasts/min
[2025-12-04T20:58:15.736902] [DEBUG] [REMOTE    ] HSHP: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:15.737706] [DEBUG] [LOCAL     ] Loaded configuration for HSHP: 5 features, N/A% accuracy
[2025-12-04T20:58:15.737756] [INFO ] [LOCAL     ] HSHP: Loaded 5 optimal features with 50.51% confidence from JSON config
[2025-12-04T20:58:15.737785] [DEBUG] [MAG       ] Building data for symbol: HSHP with lookback: 0
[2025-12-04T20:58:15.738630] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:58:15.738687] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:15.743368] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:58:15.744501] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:58:15.747037] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-04T20:58:15.747762] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:58:15.748829] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:15.780858] [INFO ] [LOCAL     ] TEAM: Saved forecast.
[2025-12-04T20:58:15.780947] [INFO ] [main      ] TEAM: Signal=1 (Conf=80.0%), Magnitude=-1.57% (Conf=52.0035%)
[2025-12-04T20:58:15.781154] [INFO ] [main      ] Fetching symbol history for MPAA...
[2025-12-04T20:58:15.781618] [DEBUG] [REMOTE    ] MPAA: Fetching historical data.
[2025-12-04T20:58:15.782013] [INFO ] [main      ] Progress: 747/970 forecasts completed (77.0%). TEAM finished in 0.8s. ETA: 37.6s. Rate: 355.46 forecasts/min
[2025-12-04T20:58:15.796045] [DEBUG] [REMOTE    ] MPAA: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:15.797511] [DEBUG] [LOCAL     ] Loaded configuration for MPAA: 7 features, N/A% accuracy
[2025-12-04T20:58:15.797567] [INFO ] [LOCAL     ] MPAA: Loaded 7 optimal features with 58.56% confidence from JSON config
[2025-12-04T20:58:15.797623] [DEBUG] [MAG       ] Building data for symbol: MPAA with lookback: 0
[2025-12-04T20:58:15.798595] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-04T20:58:15.798703] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:15.800772] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:58:15.801358] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:58:15.801842] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:15.802241] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:58:15.803195] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:58:15.805006] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-04T20:58:15.806270] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:15.842808] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-04T20:58:15.844127] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:15.891018] [DEBUG] [MAG       ] STNE: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:15.958542] [INFO ] [LOCAL     ] STNE: Saved forecast.
[2025-12-04T20:58:15.958633] [INFO ] [main      ] STNE: Signal=1 (Conf=80.0%), Magnitude=-2.85% (Conf=62.5645%)
[2025-12-04T20:58:15.958987] [INFO ] [main      ] Fetching symbol history for VYX...
[2025-12-04T20:58:15.959038] [DEBUG] [REMOTE    ] VYX: Fetching historical data.
[2025-12-04T20:58:15.959710] [INFO ] [main      ] Progress: 748/970 forecasts completed (77.1%). STNE finished in 0.6s. ETA: 37.5s. Rate: 355.44 forecasts/min
[2025-12-04T20:58:15.970850] [DEBUG] [REMOTE    ] VYX: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:15.971856] [DEBUG] [LOCAL     ] Loaded configuration for VYX: 5 features, N/A% accuracy
[2025-12-04T20:58:15.971908] [INFO ] [LOCAL     ] VYX: Loaded 5 optimal features with 52.64% confidence from JSON config
[2025-12-04T20:58:15.971940] [DEBUG] [MAG       ] Building data for symbol: VYX with lookback: 0
[2025-12-04T20:58:15.972776] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:58:15.972838] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:15.974606] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:58:15.975124] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:15.975526] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:58:16.080993] [DEBUG] [MAG       ] HSHP: Last date is validated at 2025-12-04
[2025-12-04T20:58:16.086836] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-04T20:58:16.108090] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:16.159913] [DEBUG] [MAG       ] MPAA: Last date is validated at 2025-12-04
[2025-12-04T20:58:16.204199] [DEBUG] [MAG       ] DTB: Last date is validated at 2025-12-04
[2025-12-04T20:58:16.245058] [DEBUG] [MAG       ] HSHP: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:16.308088] [INFO ] [LOCAL     ] HSHP: Saved forecast.
[2025-12-04T20:58:16.308160] [INFO ] [main      ] HSHP: Signal=1 (Conf=80.0%), Magnitude=-0.81% (Conf=50.5097%)
[2025-12-04T20:58:16.308337] [INFO ] [main      ] Fetching symbol history for BA...
[2025-12-04T20:58:16.308379] [DEBUG] [REMOTE    ] BA: Fetching historical data.
[2025-12-04T20:58:16.309540] [INFO ] [main      ] Progress: 749/970 forecasts completed (77.2%). HSHP finished in 0.6s. ETA: 37.4s. Rate: 354.93 forecasts/min
[2025-12-04T20:58:16.319929] [DEBUG] [REMOTE    ] BA: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:16.321211] [DEBUG] [LOCAL     ] Loaded configuration for BA: 1 features, N/A% accuracy
[2025-12-04T20:58:16.321261] [INFO ] [LOCAL     ] BA: Loaded 1 optimal features with 47.49% confidence from JSON config
[2025-12-04T20:58:16.321291] [DEBUG] [MAG       ] Building data for symbol: BA with lookback: 0
[2025-12-04T20:58:16.322068] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-04T20:58:16.322122] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-04T20:58:16.323073] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:16.336962] [DEBUG] [MAG       ] MPAA: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:16.387731] [DEBUG] [MAG       ] DTB: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:16.455126] [DEBUG] [MAG       ] VYX: Last date is validated at 2025-12-04
[2025-12-04T20:58:16.457908] [INFO ] [LOCAL     ] DTB: Saved forecast.
[2025-12-04T20:58:16.457994] [INFO ] [main      ] DTB: Signal=1 (Conf=80.0%), Magnitude=-1.32% (Conf=38.8784%)
[2025-12-04T20:58:16.458245] [INFO ] [main      ] Fetching symbol history for BLKB...
[2025-12-04T20:58:16.458303] [DEBUG] [REMOTE    ] BLKB: Fetching historical data.
[2025-12-04T20:58:16.459222] [INFO ] [main      ] Progress: 750/970 forecasts completed (77.3%). DTB finished in 0.8s. ETA: 37.2s. Rate: 354.98 forecasts/min
[2025-12-04T20:58:16.472653] [DEBUG] [REMOTE    ] BLKB: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:16.474053] [DEBUG] [LOCAL     ] Loaded configuration for BLKB: 2 features, N/A% accuracy
[2025-12-04T20:58:16.474106] [INFO ] [LOCAL     ] BLKB: Loaded 2 optimal features with 59.70% confidence from JSON config
[2025-12-04T20:58:16.474138] [DEBUG] [MAG       ] Building data for symbol: BLKB with lookback: 0
[2025-12-04T20:58:16.475060] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:58:16.475118] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-04T20:58:16.475849] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-04T20:58:16.476754] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:16.500176] [INFO ] [LOCAL     ] MPAA: Saved forecast.
[2025-12-04T20:58:16.500266] [INFO ] [main      ] MPAA: Signal=1 (Conf=80.0%), Magnitude=2.54% (Conf=58.5634%)
[2025-12-04T20:58:16.500472] [INFO ] [main      ] Fetching symbol history for EDBL...
[2025-12-04T20:58:16.500519] [DEBUG] [REMOTE    ] EDBL: Fetching historical data.
[2025-12-04T20:58:16.501710] [INFO ] [main      ] Progress: 751/970 forecasts completed (77.4%). MPAA finished in 0.7s. ETA: 37.0s. Rate: 355.34 forecasts/min
[2025-12-04T20:58:16.515963] [DEBUG] [REMOTE    ] EDBL: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:16.517092] [DEBUG] [LOCAL     ] Loaded configuration for EDBL: 4 features, N/A% accuracy
[2025-12-04T20:58:16.517146] [INFO ] [LOCAL     ] EDBL: Loaded 4 optimal features with 34.10% confidence from JSON config
[2025-12-04T20:58:16.517195] [DEBUG] [MAG       ] Building data for symbol: EDBL with lookback: 0
[2025-12-04T20:58:16.518285] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:58:16.518350] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-04T20:58:16.570057] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-04T20:58:16.571444] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-04T20:58:16.572963] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-04T20:58:16.574406] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:16.625157] [DEBUG] [MAG       ] VYX: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:16.660848] [DEBUG] [MAG       ] BA: Last date is validated at 2025-12-04
[2025-12-04T20:58:16.694619] [INFO ] [LOCAL     ] VYX: Saved forecast.
[2025-12-04T20:58:16.694690] [INFO ] [main      ] VYX: Signal=1 (Conf=80.0%), Magnitude=-6.17% (Conf=52.6362%)
[2025-12-04T20:58:16.695036] [INFO ] [main      ] Fetching symbol history for PSF...
[2025-12-04T20:58:16.695095] [DEBUG] [REMOTE    ] PSF: Fetching historical data.
[2025-12-04T20:58:16.695706] [INFO ] [main      ] Progress: 752/970 forecasts completed (77.5%). VYX finished in 0.7s. ETA: 36.8s. Rate: 355.27 forecasts/min
[2025-12-04T20:58:16.706662] [DEBUG] [REMOTE    ] PSF: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:16.707672] [DEBUG] [LOCAL     ] Loaded configuration for PSF: 4 features, N/A% accuracy
[2025-12-04T20:58:16.707723] [INFO ] [LOCAL     ] PSF: Loaded 4 optimal features with 61.99% confidence from JSON config
[2025-12-04T20:58:16.707755] [DEBUG] [MAG       ] Building data for symbol: PSF with lookback: 0
[2025-12-04T20:58:16.708605] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:58:16.708665] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:58:16.709534] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-04T20:58:16.710835] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-04T20:58:16.713606] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-04T20:58:16.714760] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:16.824513] [DEBUG] [MAG       ] BA: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:16.831339] [DEBUG] [MAG       ] BLKB: Last date is validated at 2025-12-04
[2025-12-04T20:58:16.932913] [DEBUG] [MAG       ] EDBL: Last date is validated at 2025-12-04
[2025-12-04T20:58:16.939143] [INFO ] [LOCAL     ] BA: Saved forecast.
[2025-12-04T20:58:16.939223] [INFO ] [main      ] BA: Signal=1 (Conf=80.0%), Magnitude=-0.50% (Conf=47.4883%)
[2025-12-04T20:58:16.939946] [INFO ] [main      ] Fetching symbol history for COLB...
[2025-12-04T20:58:16.939996] [DEBUG] [REMOTE    ] COLB: Fetching historical data.
[2025-12-04T20:58:16.940700] [INFO ] [main      ] Progress: 753/970 forecasts completed (77.6%). BA finished in 0.6s. ETA: 36.7s. Rate: 355.05 forecasts/min
[2025-12-04T20:58:16.953823] [DEBUG] [REMOTE    ] COLB: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:16.954941] [DEBUG] [LOCAL     ] Loaded configuration for COLB: 3 features, N/A% accuracy
[2025-12-04T20:58:16.955008] [INFO ] [LOCAL     ] COLB: Loaded 3 optimal features with 52.72% confidence from JSON config
[2025-12-04T20:58:16.955053] [DEBUG] [MAG       ] Building data for symbol: COLB with lookback: 0
[2025-12-04T20:58:16.956187] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:58:16.956271] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-04T20:58:16.957306] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-04T20:58:16.958674] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-04T20:58:16.959327] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:17.010271] [DEBUG] [MAG       ] BLKB: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:17.060421] [DEBUG] [MAG       ] PSF: Last date is validated at 2025-12-04
[2025-12-04T20:58:17.111297] [INFO ] [LOCAL     ] BLKB: Saved forecast.
[2025-12-04T20:58:17.111387] [INFO ] [main      ] BLKB: Signal=1 (Conf=80.0%), Magnitude=0.96% (Conf=59.7%)
[2025-12-04T20:58:17.111619] [INFO ] [main      ] Fetching symbol history for DIBS...
[2025-12-04T20:58:17.111666] [DEBUG] [REMOTE    ] DIBS: Fetching historical data.
[2025-12-04T20:58:17.112181] [DEBUG] [MAG       ] EDBL: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:17.112552] [INFO ] [main      ] Progress: 754/970 forecasts completed (77.7%). BLKB finished in 0.7s. ETA: 36.5s. Rate: 355.05 forecasts/min
[2025-12-04T20:58:17.125782] [DEBUG] [REMOTE    ] DIBS: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:17.127840] [DEBUG] [LOCAL     ] Loaded configuration for DIBS: 10 features, N/A% accuracy
[2025-12-04T20:58:17.127895] [INFO ] [LOCAL     ] DIBS: Loaded 10 optimal features with 42.31% confidence from JSON config
[2025-12-04T20:58:17.127926] [DEBUG] [MAG       ] Building data for symbol: DIBS with lookback: 0
[2025-12-04T20:58:17.128887] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-04T20:58:17.128952] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:17.133777] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:58:17.134782] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:58:17.137358] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-04T20:58:17.138738] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-04T20:58:17.139811] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-04T20:58:17.142428] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-04T20:58:17.144511] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-04T20:58:17.148526] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-04T20:58:17.149727] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-04T20:58:17.151322] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:17.243639] [DEBUG] [MAG       ] PSF: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:17.280201] [INFO ] [LOCAL     ] EDBL: Saved forecast.
[2025-12-04T20:58:17.280295] [INFO ] [main      ] EDBL: Signal=1 (Conf=80.0%), Magnitude=-4.07% (Conf=34.098%)
[2025-12-04T20:58:17.280506] [INFO ] [main      ] Fetching symbol history for ACWI...
[2025-12-04T20:58:17.280554] [DEBUG] [REMOTE    ] ACWI: Fetching historical data.
[2025-12-04T20:58:17.281703] [INFO ] [main      ] Progress: 755/970 forecasts completed (77.8%). EDBL finished in 0.8s. ETA: 36.3s. Rate: 355.04 forecasts/min
[2025-12-04T20:58:17.296692] [DEBUG] [REMOTE    ] ACWI: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:17.297836] [DEBUG] [LOCAL     ] Loaded configuration for ACWI: 6 features, N/A% accuracy
[2025-12-04T20:58:17.297897] [INFO ] [LOCAL     ] ACWI: Loaded 6 optimal features with 55.07% confidence from JSON config
[2025-12-04T20:58:17.297930] [DEBUG] [MAG       ] Building data for symbol: ACWI with lookback: 0
[2025-12-04T20:58:17.298939] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:58:17.299017] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:17.304160] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:17.305820] [DEBUG] [MAG       ] COLB: Last date is validated at 2025-12-04
[2025-12-04T20:58:17.306087] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:58:17.306633] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:58:17.307105] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:17.307528] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:58:17.308040] [INFO ] [LOCAL     ] PSF: Saved forecast.
[2025-12-04T20:58:17.308109] [INFO ] [main      ] PSF: Signal=1 (Conf=80.0%), Magnitude=0.01% (Conf=61.9887%)
[2025-12-04T20:58:17.308531] [INFO ] [main      ] Fetching symbol history for PDS...
[2025-12-04T20:58:17.308596] [DEBUG] [REMOTE    ] PDS: Fetching historical data.
[2025-12-04T20:58:17.308654] [INFO ] [main      ] Progress: 756/970 forecasts completed (77.9%). PSF finished in 0.6s. ETA: 36.1s. Rate: 355.44 forecasts/min
[2025-12-04T20:58:17.319936] [DEBUG] [REMOTE    ] PDS: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:17.320826] [DEBUG] [LOCAL     ] Loaded configuration for PDS: 7 features, N/A% accuracy
[2025-12-04T20:58:17.320881] [INFO ] [LOCAL     ] PDS: Loaded 7 optimal features with 51.07% confidence from JSON config
[2025-12-04T20:58:17.320912] [DEBUG] [MAG       ] Building data for symbol: PDS with lookback: 0
[2025-12-04T20:58:17.321775] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-04T20:58:17.321834] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:17.326548] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:17.328416] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:58:17.328908] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:17.329283] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-04T20:58:17.330594] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-04T20:58:17.333237] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-04T20:58:17.334550] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:17.348869] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:17.496934] [DEBUG] [MAG       ] COLB: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:17.497306] [DEBUG] [MAG       ] DIBS: Last date is validated at 2025-12-04
[2025-12-04T20:58:17.572771] [INFO ] [LOCAL     ] COLB: Saved forecast.
[2025-12-04T20:58:17.572838] [INFO ] [main      ] COLB: Signal=1 (Conf=80.0%), Magnitude=0.13% (Conf=52.7236%)
[2025-12-04T20:58:17.573196] [INFO ] [main      ] Fetching symbol history for STRL...
[2025-12-04T20:58:17.573246] [DEBUG] [REMOTE    ] STRL: Fetching historical data.
[2025-12-04T20:58:17.574686] [INFO ] [main      ] Progress: 757/970 forecasts completed (78.0%). COLB finished in 0.6s. ETA: 36.0s. Rate: 355.17 forecasts/min
[2025-12-04T20:58:17.585190] [DEBUG] [REMOTE    ] STRL: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:17.586273] [DEBUG] [LOCAL     ] Loaded configuration for STRL: 2 features, N/A% accuracy
[2025-12-04T20:58:17.586321] [INFO ] [LOCAL     ] STRL: Loaded 2 optimal features with 40.51% confidence from JSON config
[2025-12-04T20:58:17.586351] [DEBUG] [MAG       ] Building data for symbol: STRL with lookback: 0
[2025-12-04T20:58:17.587127] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:58:17.587181] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:17.591775] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-04T20:58:17.593364] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:17.667819] [DEBUG] [MAG       ] DIBS: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:17.668550] [DEBUG] [MAG       ] PDS: Last date is validated at 2025-12-04
[2025-12-04T20:58:17.704354] [DEBUG] [MAG       ] ACWI: Last date is validated at 2025-12-04
[2025-12-04T20:58:17.819664] [INFO ] [LOCAL     ] DIBS: Saved forecast.
[2025-12-04T20:58:17.819737] [INFO ] [main      ] DIBS: Signal=1 (Conf=80.0%), Magnitude=-2.51% (Conf=42.3116%)
[2025-12-04T20:58:17.819902] [INFO ] [main      ] Fetching symbol history for WSO...
[2025-12-04T20:58:17.819953] [DEBUG] [REMOTE    ] WSO: Fetching historical data.
[2025-12-04T20:58:17.820828] [INFO ] [main      ] Progress: 758/970 forecasts completed (78.1%). DIBS finished in 0.7s. ETA: 35.8s. Rate: 354.96 forecasts/min
[2025-12-04T20:58:17.835477] [DEBUG] [REMOTE    ] WSO: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:17.836761] [DEBUG] [LOCAL     ] Loaded configuration for WSO: 1 features, N/A% accuracy
[2025-12-04T20:58:17.836819] [INFO ] [LOCAL     ] WSO: Loaded 1 optimal features with 55.96% confidence from JSON config
[2025-12-04T20:58:17.836852] [DEBUG] [MAG       ] Building data for symbol: WSO with lookback: 0
[2025-12-04T20:58:17.837690] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-04T20:58:17.837747] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-04T20:58:17.838210] [DEBUG] [MAG       ] PDS: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:17.838703] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:17.884613] [DEBUG] [MAG       ] ACWI: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:17.927099] [DEBUG] [MAG       ] STRL: Last date is validated at 2025-12-04
[2025-12-04T20:58:17.933968] [INFO ] [LOCAL     ] PDS: Saved forecast.
[2025-12-04T20:58:17.934042] [INFO ] [main      ] PDS: Signal=1 (Conf=80.0%), Magnitude=1.15% (Conf=51.0692%)
[2025-12-04T20:58:17.934386] [INFO ] [main      ] Fetching symbol history for BWG...
[2025-12-04T20:58:17.934435] [DEBUG] [REMOTE    ] BWG: Fetching historical data.
[2025-12-04T20:58:17.934667] [INFO ] [main      ] Progress: 759/970 forecasts completed (78.2%). PDS finished in 0.6s. ETA: 35.7s. Rate: 355.11 forecasts/min
[2025-12-04T20:58:17.946656] [DEBUG] [REMOTE    ] BWG: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:17.947564] [DEBUG] [LOCAL     ] Loaded configuration for BWG: 15 features, N/A% accuracy
[2025-12-04T20:58:17.947641] [INFO ] [LOCAL     ] BWG: Loaded 15 optimal features with 47.27% confidence from JSON config
[2025-12-04T20:58:17.947672] [DEBUG] [MAG       ] Building data for symbol: BWG with lookback: 0
[2025-12-04T20:58:17.948479] [DEBUG] [FEATURES  ] DataBuilder: Executing 15 feature methods.
[2025-12-04T20:58:17.948548] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-04T20:58:17.949320] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-04T20:58:17.950597] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-04T20:58:17.951224] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-04T20:58:17.953906] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-04T20:58:17.954615] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-04T20:58:17.958907] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-04T20:58:17.960069] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-04T20:58:17.961347] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-04T20:58:17.961998] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:17.963763] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:58:17.964241] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:58:17.965284] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:58:17.966923] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:58:17.968000] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:58:17.968718] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:17.995543] [INFO ] [LOCAL     ] ACWI: Saved forecast.
[2025-12-04T20:58:17.995648] [INFO ] [main      ] ACWI: Signal=1 (Conf=80.0%), Magnitude=0.31% (Conf=55.068%)
[2025-12-04T20:58:17.996245] [INFO ] [main      ] Fetching symbol history for LXP...
[2025-12-04T20:58:17.996299] [DEBUG] [REMOTE    ] LXP: Fetching historical data.
[2025-12-04T20:58:17.996682] [INFO ] [main      ] Progress: 760/970 forecasts completed (78.4%). ACWI finished in 0.7s. ETA: 35.5s. Rate: 355.40 forecasts/min
[2025-12-04T20:58:18.011077] [DEBUG] [REMOTE    ] LXP: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:18.012457] [DEBUG] [LOCAL     ] Loaded configuration for LXP: 4 features, N/A% accuracy
[2025-12-04T20:58:18.012511] [INFO ] [LOCAL     ] LXP: Loaded 4 optimal features with 45.43% confidence from JSON config
[2025-12-04T20:58:18.012541] [DEBUG] [MAG       ] Building data for symbol: LXP with lookback: 0
[2025-12-04T20:58:18.013476] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:58:18.013536] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:18.018499] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:18.020421] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:58:18.020958] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-04T20:58:18.021752] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:18.090469] [DEBUG] [MAG       ] STRL: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:18.174749] [DEBUG] [MAG       ] WSO: Last date is validated at 2025-12-04
[2025-12-04T20:58:18.243676] [INFO ] [LOCAL     ] STRL: Saved forecast.
[2025-12-04T20:58:18.243745] [INFO ] [main      ] STRL: Signal=1 (Conf=80.0%), Magnitude=-3.59% (Conf=40.5121%)
[2025-12-04T20:58:18.243904] [INFO ] [main      ] Fetching symbol history for HWKN...
[2025-12-04T20:58:18.243945] [DEBUG] [REMOTE    ] HWKN: Fetching historical data.
[2025-12-04T20:58:18.245683] [INFO ] [main      ] Progress: 761/970 forecasts completed (78.5%). STRL finished in 0.7s. ETA: 35.3s. Rate: 355.18 forecasts/min
[2025-12-04T20:58:18.256464] [DEBUG] [REMOTE    ] HWKN: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:18.258715] [DEBUG] [LOCAL     ] Loaded configuration for HWKN: 4 features, N/A% accuracy
[2025-12-04T20:58:18.258766] [INFO ] [LOCAL     ] HWKN: Loaded 4 optimal features with 59.90% confidence from JSON config
[2025-12-04T20:58:18.258796] [DEBUG] [MAG       ] Building data for symbol: HWKN with lookback: 0
[2025-12-04T20:58:18.259592] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:58:18.259649] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:18.264640] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:58:18.267081] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-04T20:58:18.267842] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-04T20:58:18.269336] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:18.308671] [DEBUG] [MAG       ] BWG: Last date is validated at 2025-12-04
[2025-12-04T20:58:18.341233] [DEBUG] [MAG       ] WSO: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:18.370308] [DEBUG] [MAG       ] LXP: Last date is validated at 2025-12-04
[2025-12-04T20:58:18.465783] [INFO ] [LOCAL     ] WSO: Saved forecast.
[2025-12-04T20:58:18.465848] [INFO ] [main      ] WSO: Signal=1 (Conf=80.0%), Magnitude=0.63% (Conf=55.9591%)
[2025-12-04T20:58:18.466009] [INFO ] [main      ] Fetching symbol history for GNOM...
[2025-12-04T20:58:18.466053] [DEBUG] [REMOTE    ] GNOM: Fetching historical data.
[2025-12-04T20:58:18.466860] [INFO ] [main      ] Progress: 762/970 forecasts completed (78.6%). WSO finished in 0.6s. ETA: 35.2s. Rate: 355.04 forecasts/min
[2025-12-04T20:58:18.476129] [DEBUG] [MAG       ] BWG: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:18.477281] [DEBUG] [REMOTE    ] GNOM: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:18.478362] [DEBUG] [LOCAL     ] Loaded configuration for GNOM: 6 features, N/A% accuracy
[2025-12-04T20:58:18.478424] [INFO ] [LOCAL     ] GNOM: Loaded 6 optimal features with 63.44% confidence from JSON config
[2025-12-04T20:58:18.478455] [DEBUG] [MAG       ] Building data for symbol: GNOM with lookback: 0
[2025-12-04T20:58:18.479241] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:58:18.479301] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:18.480996] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:58:18.481496] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-04T20:58:18.482286] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-04T20:58:18.484237] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-04T20:58:18.485382] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-04T20:58:18.491189] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:18.536661] [DEBUG] [MAG       ] LXP: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:18.546767] [INFO ] [LOCAL     ] BWG: Saved forecast.
[2025-12-04T20:58:18.546838] [INFO ] [main      ] BWG: Signal=1 (Conf=80.0%), Magnitude=0.11% (Conf=47.2717%)
[2025-12-04T20:58:18.547183] [INFO ] [main      ] Fetching symbol history for FTXN...
[2025-12-04T20:58:18.547245] [DEBUG] [REMOTE    ] FTXN: Fetching historical data.
[2025-12-04T20:58:18.547654] [INFO ] [main      ] Progress: 763/970 forecasts completed (78.7%). BWG finished in 0.6s. ETA: 35.0s. Rate: 355.28 forecasts/min
[2025-12-04T20:58:18.561991] [DEBUG] [REMOTE    ] FTXN: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:18.563147] [DEBUG] [LOCAL     ] Loaded configuration for FTXN: 6 features, N/A% accuracy
[2025-12-04T20:58:18.563201] [INFO ] [LOCAL     ] FTXN: Loaded 6 optimal features with 48.94% confidence from JSON config
[2025-12-04T20:58:18.563233] [DEBUG] [MAG       ] Building data for symbol: FTXN with lookback: 0
[2025-12-04T20:58:18.564154] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:58:18.564217] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:18.565993] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:58:18.566558] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:18.566976] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:58:18.569784] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:58:18.608279] [DEBUG] [MAG       ] HWKN: Last date is validated at 2025-12-04
[2025-12-04T20:58:18.616906] [INFO ] [LOCAL     ] LXP: Saved forecast.
[2025-12-04T20:58:18.616974] [INFO ] [main      ] LXP: Signal=1 (Conf=80.0%), Magnitude=1.04% (Conf=45.4322%)
[2025-12-04T20:58:18.617364] [INFO ] [main      ] Progress: 764/970 forecasts completed (78.8%). LXP finished in 0.6s. ETA: 34.8s. Rate: 355.55 forecasts/min
[2025-12-04T20:58:18.617553] [INFO ] [main      ] Fetching symbol history for IBTG...
[2025-12-04T20:58:18.617617] [DEBUG] [REMOTE    ] IBTG: Fetching historical data.
[2025-12-04T20:58:18.629025] [DEBUG] [REMOTE    ] IBTG: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:18.629876] [DEBUG] [LOCAL     ] Loaded configuration for IBTG: 53 features, N/A% accuracy
[2025-12-04T20:58:18.629931] [INFO ] [LOCAL     ] IBTG: Loaded 53 optimal features with 13.53% confidence from JSON config
[2025-12-04T20:58:18.629962] [DEBUG] [MAG       ] Building data for symbol: IBTG with lookback: 0
[2025-12-04T20:58:18.630812] [DEBUG] [FEATURES  ] DataBuilder: Executing 53 feature methods.
[2025-12-04T20:58:18.630908] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:18.635698] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:18.637853] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:58:18.638758] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:58:18.639200] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:18.639755] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:58:18.640508] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:58:18.641330] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:58:18.643860] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:58:18.679491] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:58:18.680786] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:18.751915] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:58:18.753834] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:58:18.778020] [DEBUG] [MAG       ] HWKN: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:18.791802] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-04T20:58:18.792790] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-04T20:58:18.826523] [DEBUG] [MAG       ] GNOM: Last date is validated at 2025-12-04
[2025-12-04T20:58:18.834542] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-04T20:58:18.835365] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-04T20:58:18.836565] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-04T20:58:18.890388] [INFO ] [LOCAL     ] HWKN: Saved forecast.
[2025-12-04T20:58:18.890455] [INFO ] [main      ] HWKN: Signal=1 (Conf=80.0%), Magnitude=-1.28% (Conf=59.9022%)
[2025-12-04T20:58:18.890923] [INFO ] [main      ] Fetching symbol history for IOSP...
[2025-12-04T20:58:18.890974] [DEBUG] [REMOTE    ] IOSP: Fetching historical data.
[2025-12-04T20:58:18.891666] [INFO ] [main      ] Progress: 765/970 forecasts completed (78.9%). HWKN finished in 0.6s. ETA: 34.6s. Rate: 355.26 forecasts/min
[2025-12-04T20:58:18.902073] [DEBUG] [REMOTE    ] IOSP: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:18.903228] [DEBUG] [LOCAL     ] Loaded configuration for IOSP: 1 features, N/A% accuracy
[2025-12-04T20:58:18.903291] [INFO ] [LOCAL     ] IOSP: Loaded 1 optimal features with 52.29% confidence from JSON config
[2025-12-04T20:58:18.903333] [DEBUG] [MAG       ] Building data for symbol: IOSP with lookback: 0
[2025-12-04T20:58:18.904277] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-04T20:58:18.904334] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:18.909455] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:18.925224] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-04T20:58:18.926074] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-04T20:58:18.927963] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-04T20:58:18.930831] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-04T20:58:18.931982] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-04T20:58:18.934057] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-04T20:58:18.934824] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-04T20:58:18.939187] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-04T20:58:18.940388] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-04T20:58:18.941732] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-04T20:58:18.943315] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-04T20:58:18.946196] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-04T20:58:18.946935] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-04T20:58:18.947709] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-04T20:58:18.949743] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:58:18.950885] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-04T20:58:18.951608] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-04T20:58:18.952309] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-12-04T20:58:18.953040] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-04T20:58:18.955881] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-04T20:58:18.957497] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-04T20:58:18.959987] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-04T20:58:18.962226] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-04T20:58:18.966148] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-04T20:58:18.984107] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:58:18.985277] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:58:18.986961] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:58:18.987739] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-04T20:58:18.989391] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-04T20:58:18.991054] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-04T20:58:18.991782] [DEBUG] [MAG       ] GNOM: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:18.992006] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:58:18.993190] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-04T20:58:18.994432] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-04T20:58:18.996602] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-04T20:58:18.998347] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-04T20:58:19.001310] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-04T20:58:19.003168] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-04T20:58:19.009662] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:19.011955] [DEBUG] [MAG       ] FTXN: Last date is validated at 2025-12-04
[2025-12-04T20:58:19.157425] [INFO ] [LOCAL     ] GNOM: Saved forecast.
[2025-12-04T20:58:19.157493] [INFO ] [main      ] GNOM: Signal=1 (Conf=80.0%), Magnitude=1.15% (Conf=63.4428%)
[2025-12-04T20:58:19.157850] [INFO ] [main      ] Fetching symbol history for SPH...
[2025-12-04T20:58:19.157901] [DEBUG] [REMOTE    ] SPH: Fetching historical data.
[2025-12-04T20:58:19.159545] [INFO ] [main      ] Progress: 766/970 forecasts completed (79.0%). GNOM finished in 0.7s. ETA: 34.5s. Rate: 354.99 forecasts/min
[2025-12-04T20:58:19.170005] [DEBUG] [REMOTE    ] SPH: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:19.171041] [DEBUG] [LOCAL     ] Loaded configuration for SPH: 5 features, N/A% accuracy
[2025-12-04T20:58:19.171091] [INFO ] [LOCAL     ] SPH: Loaded 5 optimal features with 54.23% confidence from JSON config
[2025-12-04T20:58:19.171122] [DEBUG] [MAG       ] Building data for symbol: SPH with lookback: 0
[2025-12-04T20:58:19.171897] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:58:19.171954] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:19.176717] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:19.178538] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:58:19.179018] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-04T20:58:19.181592] [DEBUG] [MAG       ] FTXN: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:19.225835] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-04T20:58:19.228905] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:19.246147] [DEBUG] [MAG       ] IOSP: Last date is validated at 2025-12-04
[2025-12-04T20:58:19.256463] [INFO ] [LOCAL     ] FTXN: Saved forecast.
[2025-12-04T20:58:19.256539] [INFO ] [main      ] FTXN: Signal=1 (Conf=80.0%), Magnitude=0.34% (Conf=48.935%)
[2025-12-04T20:58:19.256713] [INFO ] [main      ] Fetching symbol history for SHPH...
[2025-12-04T20:58:19.256775] [DEBUG] [REMOTE    ] SHPH: Fetching historical data.
[2025-12-04T20:58:19.257845] [INFO ] [main      ] Progress: 767/970 forecasts completed (79.1%). FTXN finished in 0.7s. ETA: 34.3s. Rate: 355.19 forecasts/min
[2025-12-04T20:58:19.269649] [DEBUG] [REMOTE    ] SHPH: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:19.270601] [DEBUG] [LOCAL     ] Loaded configuration for SHPH: 5 features, N/A% accuracy
[2025-12-04T20:58:19.270650] [INFO ] [LOCAL     ] SHPH: Loaded 5 optimal features with 54.47% confidence from JSON config
[2025-12-04T20:58:19.270680] [DEBUG] [MAG       ] Building data for symbol: SHPH with lookback: 0
[2025-12-04T20:58:19.271457] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:58:19.271520] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:19.276182] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:58:19.277127] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:58:19.353892] [DEBUG] [MAG       ] IBTG: Last date is validated at 2025-12-04
[2025-12-04T20:58:19.385278] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-04T20:58:19.386207] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-04T20:58:19.390144] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:19.424245] [DEBUG] [MAG       ] IOSP: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:19.524897] [INFO ] [LOCAL     ] IOSP: Saved forecast.
[2025-12-04T20:58:19.524965] [INFO ] [main      ] IOSP: Signal=1 (Conf=80.0%), Magnitude=-0.27% (Conf=52.2936%)
[2025-12-04T20:58:19.525314] [INFO ] [main      ] Fetching symbol history for IMKTA...
[2025-12-04T20:58:19.525366] [DEBUG] [REMOTE    ] IMKTA: Fetching historical data.
[2025-12-04T20:58:19.525655] [INFO ] [main      ] Progress: 768/970 forecasts completed (79.2%). IOSP finished in 0.6s. ETA: 34.1s. Rate: 354.92 forecasts/min
[2025-12-04T20:58:19.535893] [DEBUG] [MAG       ] IBTG: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:19.536544] [DEBUG] [REMOTE    ] IMKTA: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:19.537735] [DEBUG] [LOCAL     ] Loaded configuration for IMKTA: 6 features, N/A% accuracy
[2025-12-04T20:58:19.537799] [INFO ] [LOCAL     ] IMKTA: Loaded 6 optimal features with 46.85% confidence from JSON config
[2025-12-04T20:58:19.537833] [DEBUG] [MAG       ] Building data for symbol: IMKTA with lookback: 0
[2025-12-04T20:58:19.538693] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:58:19.538754] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:19.540565] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:58:19.541103] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:19.541554] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-04T20:58:19.561239] [DEBUG] [MAG       ] SPH: Last date is validated at 2025-12-04
[2025-12-04T20:58:19.588356] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-04T20:58:19.590455] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-04T20:58:19.594459] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:19.723111] [DEBUG] [MAG       ] SHPH: Last date is validated at 2025-12-04
[2025-12-04T20:58:19.725857] [DEBUG] [MAG       ] SPH: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:19.792681] [INFO ] [LOCAL     ] SPH: Saved forecast.
[2025-12-04T20:58:19.792749] [INFO ] [main      ] SPH: Signal=1 (Conf=80.0%), Magnitude=1.08% (Conf=54.2349%)
[2025-12-04T20:58:19.793085] [INFO ] [main      ] Progress: 769/970 forecasts completed (79.3%). SPH finished in 0.6s. ETA: 34.0s. Rate: 354.65 forecasts/min
[2025-12-04T20:58:19.793200] [INFO ] [main      ] Fetching symbol history for MCHP...
[2025-12-04T20:58:19.793242] [DEBUG] [REMOTE    ] MCHP: Fetching historical data.
[2025-12-04T20:58:19.798026] [INFO ] [LOCAL     ] IBTG: Saved forecast.
[2025-12-04T20:58:19.798103] [INFO ] [main      ] IBTG: Signal=1 (Conf=80.0%), Magnitude=0.00% (Conf=13.5335%)
[2025-12-04T20:58:19.798516] [INFO ] [main      ] Fetching symbol history for TQQQ...
[2025-12-04T20:58:19.798512] [INFO ] [main      ] Progress: 770/970 forecasts completed (79.4%). IBTG finished in 1.2s. ETA: 33.8s. Rate: 355.09 forecasts/min
[2025-12-04T20:58:19.798585] [DEBUG] [REMOTE    ] TQQQ: Fetching historical data.
[2025-12-04T20:58:19.804676] [DEBUG] [REMOTE    ] MCHP: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:19.805780] [DEBUG] [LOCAL     ] Loaded configuration for MCHP: 5 features, N/A% accuracy
[2025-12-04T20:58:19.805831] [INFO ] [LOCAL     ] MCHP: Loaded 5 optimal features with 49.18% confidence from JSON config
[2025-12-04T20:58:19.805862] [DEBUG] [MAG       ] Building data for symbol: MCHP with lookback: 0
[2025-12-04T20:58:19.806646] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:58:19.806703] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:19.811439] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:19.811526] [DEBUG] [REMOTE    ] TQQQ: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:19.812419] [DEBUG] [LOCAL     ] Loaded configuration for TQQQ: 6 features, N/A% accuracy
[2025-12-04T20:58:19.812475] [INFO ] [LOCAL     ] TQQQ: Loaded 6 optimal features with 52.49% confidence from JSON config
[2025-12-04T20:58:19.812505] [DEBUG] [MAG       ] Building data for symbol: TQQQ with lookback: 0
[2025-12-04T20:58:19.813173] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:58:19.813375] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:58:19.813437] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:19.813659] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:19.814039] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:58:19.816291] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:19.818182] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:58:19.819033] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:58:19.821842] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-04T20:58:19.824500] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-04T20:58:19.825592] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-04T20:58:19.827952] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:19.889843] [DEBUG] [MAG       ] SHPH: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:19.935095] [DEBUG] [MAG       ] IMKTA: Last date is validated at 2025-12-04
[2025-12-04T20:58:19.989499] [INFO ] [LOCAL     ] SHPH: Saved forecast.
[2025-12-04T20:58:19.989566] [INFO ] [main      ] SHPH: Signal=1 (Conf=80.0%), Magnitude=21.98% (Conf=54.4701%)
[2025-12-04T20:58:19.989752] [INFO ] [main      ] Fetching symbol history for ADTN...
[2025-12-04T20:58:19.989797] [DEBUG] [REMOTE    ] ADTN: Fetching historical data.
[2025-12-04T20:58:19.990890] [INFO ] [main      ] Progress: 771/970 forecasts completed (79.5%). SHPH finished in 0.7s. ETA: 33.6s. Rate: 355.03 forecasts/min
[2025-12-04T20:58:20.002595] [DEBUG] [REMOTE    ] ADTN: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:20.003527] [DEBUG] [LOCAL     ] Loaded configuration for ADTN: 2 features, N/A% accuracy
[2025-12-04T20:58:20.003599] [INFO ] [LOCAL     ] ADTN: Loaded 2 optimal features with 56.19% confidence from JSON config
[2025-12-04T20:58:20.003635] [DEBUG] [MAG       ] Building data for symbol: ADTN with lookback: 0
[2025-12-04T20:58:20.004424] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:58:20.004483] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-04T20:58:20.005260] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-04T20:58:20.005943] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:20.118006] [DEBUG] [MAG       ] IMKTA: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:20.159086] [DEBUG] [MAG       ] TQQQ: Last date is validated at 2025-12-04
[2025-12-04T20:58:20.171843] [DEBUG] [MAG       ] MCHP: Last date is validated at 2025-12-04
[2025-12-04T20:58:20.215322] [INFO ] [LOCAL     ] IMKTA: Saved forecast.
[2025-12-04T20:58:20.215388] [INFO ] [main      ] IMKTA: Signal=1 (Conf=80.0%), Magnitude=1.82% (Conf=46.8451%)
[2025-12-04T20:58:20.215741] [INFO ] [main      ] Fetching symbol history for CASY...
[2025-12-04T20:58:20.215817] [DEBUG] [REMOTE    ] CASY: Fetching historical data.
[2025-12-04T20:58:20.216662] [INFO ] [main      ] Progress: 772/970 forecasts completed (79.6%). IMKTA finished in 0.7s. ETA: 33.5s. Rate: 354.88 forecasts/min
[2025-12-04T20:58:20.229544] [DEBUG] [REMOTE    ] CASY: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:20.230483] [DEBUG] [LOCAL     ] Loaded configuration for CASY: 1 features, N/A% accuracy
[2025-12-04T20:58:20.230532] [INFO ] [LOCAL     ] CASY: Loaded 1 optimal features with 47.50% confidence from JSON config
[2025-12-04T20:58:20.230562] [DEBUG] [MAG       ] Building data for symbol: CASY with lookback: 0
[2025-12-04T20:58:20.231357] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-04T20:58:20.231412] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-04T20:58:20.232416] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:20.328189] [DEBUG] [MAG       ] TQQQ: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:20.347513] [DEBUG] [MAG       ] MCHP: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:20.354466] [DEBUG] [MAG       ] ADTN: Last date is validated at 2025-12-04
[2025-12-04T20:58:20.428728] [INFO ] [LOCAL     ] TQQQ: Saved forecast.
[2025-12-04T20:58:20.428797] [INFO ] [main      ] TQQQ: Signal=1 (Conf=80.0%), Magnitude=2.45% (Conf=52.4945%)
[2025-12-04T20:58:20.428949] [INFO ] [main      ] Fetching symbol history for CENTA...
[2025-12-04T20:58:20.428993] [DEBUG] [REMOTE    ] CENTA: Fetching historical data.
[2025-12-04T20:58:20.431776] [INFO ] [main      ] Progress: 773/970 forecasts completed (79.7%). TQQQ finished in 0.6s. ETA: 33.3s. Rate: 354.75 forecasts/min
[2025-12-04T20:58:20.440187] [DEBUG] [REMOTE    ] CENTA: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:20.441045] [DEBUG] [LOCAL     ] Loaded configuration for CENTA: 6 features, N/A% accuracy
[2025-12-04T20:58:20.441419] [INFO ] [LOCAL     ] CENTA: Loaded 6 optimal features with 69.30% confidence from JSON config
[2025-12-04T20:58:20.441455] [DEBUG] [MAG       ] Building data for symbol: CENTA with lookback: 0
[2025-12-04T20:58:20.442265] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:58:20.442329] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:20.448101] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:20.449945] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:58:20.450489] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:20.450904] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:58:20.451771] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-04T20:58:20.453562] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:20.462825] [INFO ] [LOCAL     ] MCHP: Saved forecast.
[2025-12-04T20:58:20.462894] [INFO ] [main      ] MCHP: Signal=1 (Conf=80.0%), Magnitude=10.95% (Conf=49.1842%)
[2025-12-04T20:58:20.463080] [INFO ] [main      ] Fetching symbol history for FRO...
[2025-12-04T20:58:20.463140] [DEBUG] [REMOTE    ] FRO: Fetching historical data.
[2025-12-04T20:58:20.463958] [INFO ] [main      ] Progress: 774/970 forecasts completed (79.8%). MCHP finished in 0.7s. ETA: 33.1s. Rate: 355.12 forecasts/min
[2025-12-04T20:58:20.475817] [DEBUG] [REMOTE    ] FRO: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:20.477016] [DEBUG] [LOCAL     ] Loaded configuration for FRO: 2 features, N/A% accuracy
[2025-12-04T20:58:20.477072] [INFO ] [LOCAL     ] FRO: Loaded 2 optimal features with 57.99% confidence from JSON config
[2025-12-04T20:58:20.477451] [DEBUG] [MAG       ] Building data for symbol: FRO with lookback: 0
[2025-12-04T20:58:20.478312] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:58:20.478379] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-04T20:58:20.481266] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-04T20:58:20.483058] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:20.523764] [DEBUG] [MAG       ] ADTN: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:20.567390] [DEBUG] [MAG       ] CASY: Last date is validated at 2025-12-04
[2025-12-04T20:58:20.588806] [INFO ] [LOCAL     ] ADTN: Saved forecast.
[2025-12-04T20:58:20.588874] [INFO ] [main      ] ADTN: Signal=1 (Conf=80.0%), Magnitude=4.94% (Conf=56.1913%)
[2025-12-04T20:58:20.589036] [INFO ] [main      ] Fetching symbol history for KARO...
[2025-12-04T20:58:20.589080] [DEBUG] [REMOTE    ] KARO: Fetching historical data.
[2025-12-04T20:58:20.589937] [INFO ] [main      ] Progress: 775/970 forecasts completed (79.9%). ADTN finished in 0.6s. ETA: 32.9s. Rate: 355.24 forecasts/min
[2025-12-04T20:58:20.601229] [DEBUG] [REMOTE    ] KARO: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:20.602148] [DEBUG] [LOCAL     ] Loaded configuration for KARO: 6 features, N/A% accuracy
[2025-12-04T20:58:20.602199] [INFO ] [LOCAL     ] KARO: Loaded 6 optimal features with 49.34% confidence from JSON config
[2025-12-04T20:58:20.602230] [DEBUG] [MAG       ] Building data for symbol: KARO with lookback: 0
[2025-12-04T20:58:20.603066] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:58:20.603138] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:20.604856] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:58:20.605381] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:20.605846] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:58:20.608282] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:58:20.649486] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-04T20:58:20.652834] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:20.732484] [DEBUG] [MAG       ] CASY: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:20.798945] [DEBUG] [MAG       ] CENTA: Last date is validated at 2025-12-04
[2025-12-04T20:58:20.837299] [DEBUG] [MAG       ] FRO: Last date is validated at 2025-12-04
[2025-12-04T20:58:20.973671] [DEBUG] [MAG       ] CENTA: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:20.990391] [DEBUG] [MAG       ] KARO: Last date is validated at 2025-12-04
[2025-12-04T20:58:21.013990] [INFO ] [LOCAL     ] CASY: Saved forecast.
[2025-12-04T20:58:21.014062] [INFO ] [main      ] CASY: Signal=1 (Conf=80.0%), Magnitude=1.03% (Conf=47.4954%)
[2025-12-04T20:58:21.014423] [INFO ] [main      ] Fetching symbol history for ASMB...
[2025-12-04T20:58:21.014474] [DEBUG] [REMOTE    ] ASMB: Fetching historical data.
[2025-12-04T20:58:21.014661] [INFO ] [main      ] Progress: 776/970 forecasts completed (80.0%). CASY finished in 0.8s. ETA: 32.8s. Rate: 354.55 forecasts/min
[2025-12-04T20:58:21.016480] [DEBUG] [MAG       ] FRO: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:21.025434] [DEBUG] [REMOTE    ] ASMB: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:21.026472] [DEBUG] [LOCAL     ] Loaded configuration for ASMB: 13 features, N/A% accuracy
[2025-12-04T20:58:21.026522] [INFO ] [LOCAL     ] ASMB: Loaded 13 optimal features with 67.26% confidence from JSON config
[2025-12-04T20:58:21.026553] [DEBUG] [MAG       ] Building data for symbol: ASMB with lookback: 0
[2025-12-04T20:58:21.027375] [DEBUG] [FEATURES  ] DataBuilder: Executing 13 feature methods.
[2025-12-04T20:58:21.027439] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:21.032276] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:21.034091] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:58:21.034563] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:58:21.035009] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:21.035406] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-04T20:58:21.036319] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-04T20:58:21.053883] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:58:21.054935] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:58:21.056628] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:58:21.057752] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:58:21.058435] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:58:21.059484] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-04T20:58:21.061391] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:21.062940] [INFO ] [LOCAL     ] CENTA: Saved forecast.
[2025-12-04T20:58:21.063042] [INFO ] [main      ] CENTA: Signal=1 (Conf=80.0%), Magnitude=-1.62% (Conf=69.2994%)
[2025-12-04T20:58:21.063273] [INFO ] [main      ] Fetching symbol history for MUSA...
[2025-12-04T20:58:21.063323] [DEBUG] [REMOTE    ] MUSA: Fetching historical data.
[2025-12-04T20:58:21.064647] [INFO ] [main      ] Progress: 777/970 forecasts completed (80.1%). CENTA finished in 0.6s. ETA: 32.6s. Rate: 354.87 forecasts/min
[2025-12-04T20:58:21.078198] [DEBUG] [REMOTE    ] MUSA: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:21.079481] [DEBUG] [LOCAL     ] Loaded configuration for MUSA: 5 features, N/A% accuracy
[2025-12-04T20:58:21.079542] [INFO ] [LOCAL     ] MUSA: Loaded 5 optimal features with 53.53% confidence from JSON config
[2025-12-04T20:58:21.079597] [DEBUG] [MAG       ] Building data for symbol: MUSA with lookback: 0
[2025-12-04T20:58:21.080480] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:58:21.080543] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:21.085632] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:21.087562] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:58:21.088110] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:21.088553] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-04T20:58:21.089174] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:21.098984] [INFO ] [LOCAL     ] FRO: Saved forecast.
[2025-12-04T20:58:21.099055] [INFO ] [main      ] FRO: Signal=1 (Conf=80.0%), Magnitude=1.04% (Conf=57.9877%)
[2025-12-04T20:58:21.099428] [INFO ] [main      ] Fetching symbol history for VRTS...
[2025-12-04T20:58:21.099478] [DEBUG] [REMOTE    ] VRTS: Fetching historical data.
[2025-12-04T20:58:21.099631] [INFO ] [main      ] Progress: 778/970 forecasts completed (80.2%). FRO finished in 0.6s. ETA: 32.4s. Rate: 355.23 forecasts/min
[2025-12-04T20:58:21.111551] [DEBUG] [REMOTE    ] VRTS: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:21.112500] [DEBUG] [LOCAL     ] Loaded configuration for VRTS: 4 features, N/A% accuracy
[2025-12-04T20:58:21.112548] [INFO ] [LOCAL     ] VRTS: Loaded 4 optimal features with 52.71% confidence from JSON config
[2025-12-04T20:58:21.112605] [DEBUG] [MAG       ] Building data for symbol: VRTS with lookback: 0
[2025-12-04T20:58:21.113386] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:58:21.113443] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:21.118113] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:21.119882] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:58:21.120343] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-04T20:58:21.122217] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:21.158183] [DEBUG] [MAG       ] KARO: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:21.261486] [INFO ] [LOCAL     ] KARO: Saved forecast.
[2025-12-04T20:58:21.261558] [INFO ] [main      ] KARO: Signal=1 (Conf=80.0%), Magnitude=0.05% (Conf=49.3362%)
[2025-12-04T20:58:21.261962] [INFO ] [main      ] Progress: 779/970 forecasts completed (80.3%). KARO finished in 0.7s. ETA: 32.3s. Rate: 355.25 forecasts/min
[2025-12-04T20:58:21.262085] [INFO ] [main      ] Fetching symbol history for BFLY...
[2025-12-04T20:58:21.262129] [DEBUG] [REMOTE    ] BFLY: Fetching historical data.
[2025-12-04T20:58:21.274281] [DEBUG] [REMOTE    ] BFLY: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:21.275190] [DEBUG] [LOCAL     ] Loaded configuration for BFLY: 4 features, N/A% accuracy
[2025-12-04T20:58:21.275245] [INFO ] [LOCAL     ] BFLY: Loaded 4 optimal features with 51.48% confidence from JSON config
[2025-12-04T20:58:21.275275] [DEBUG] [MAG       ] Building data for symbol: BFLY with lookback: 0
[2025-12-04T20:58:21.276070] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:58:21.276127] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:21.277788] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:58:21.278313] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:58:21.279116] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-04T20:58:21.279790] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:21.396502] [DEBUG] [MAG       ] ASMB: Last date is validated at 2025-12-04
[2025-12-04T20:58:21.441991] [DEBUG] [MAG       ] MUSA: Last date is validated at 2025-12-04
[2025-12-04T20:58:21.452166] [DEBUG] [MAG       ] VRTS: Last date is validated at 2025-12-04
[2025-12-04T20:58:21.574331] [DEBUG] [MAG       ] ASMB: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:21.612344] [DEBUG] [MAG       ] BFLY: Last date is validated at 2025-12-04
[2025-12-04T20:58:21.615458] [DEBUG] [MAG       ] VRTS: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:21.615966] [DEBUG] [MAG       ] MUSA: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:21.673460] [INFO ] [LOCAL     ] ASMB: Saved forecast.
[2025-12-04T20:58:21.673550] [INFO ] [main      ] ASMB: Signal=1 (Conf=80.0%), Magnitude=0.03% (Conf=67.2615%)
[2025-12-04T20:58:21.674227] [INFO ] [main      ] Fetching symbol history for CDTX...
[2025-12-04T20:58:21.674296] [DEBUG] [REMOTE    ] CDTX: Fetching historical data.
[2025-12-04T20:58:21.674681] [INFO ] [main      ] Progress: 780/970 forecasts completed (80.4%). ASMB finished in 0.7s. ETA: 32.1s. Rate: 354.59 forecasts/min
[2025-12-04T20:58:21.688441] [DEBUG] [REMOTE    ] CDTX: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:21.689675] [DEBUG] [LOCAL     ] Loaded configuration for CDTX: 6 features, N/A% accuracy
[2025-12-04T20:58:21.689731] [INFO ] [LOCAL     ] CDTX: Loaded 6 optimal features with 25.31% confidence from JSON config
[2025-12-04T20:58:21.689762] [DEBUG] [MAG       ] Building data for symbol: CDTX with lookback: 0
[2025-12-04T20:58:21.690749] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:58:21.690813] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:21.692682] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:58:21.693259] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:58:21.693726] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:21.694124] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-04T20:58:21.695511] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-04T20:58:21.697637] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:21.732715] [INFO ] [LOCAL     ] VRTS: Saved forecast.
[2025-12-04T20:58:21.732786] [INFO ] [main      ] VRTS: Signal=1 (Conf=80.0%), Magnitude=-2.44% (Conf=52.71%)
[2025-12-04T20:58:21.733178] [INFO ] [main      ] Fetching symbol history for MEG...
[2025-12-04T20:58:21.733228] [DEBUG] [REMOTE    ] MEG: Fetching historical data.
[2025-12-04T20:58:21.733628] [INFO ] [main      ] Progress: 781/970 forecasts completed (80.5%). VRTS finished in 0.6s. ETA: 32.0s. Rate: 354.89 forecasts/min
[2025-12-04T20:58:21.745434] [DEBUG] [REMOTE    ] MEG: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:21.746478] [DEBUG] [LOCAL     ] Loaded configuration for MEG: 7 features, N/A% accuracy
[2025-12-04T20:58:21.746527] [INFO ] [LOCAL     ] MEG: Loaded 7 optimal features with 52.25% confidence from JSON config
[2025-12-04T20:58:21.746557] [DEBUG] [MAG       ] Building data for symbol: MEG with lookback: 0
[2025-12-04T20:58:21.747338] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-04T20:58:21.747396] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:21.752184] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:21.753955] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:58:21.754423] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:21.754816] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:58:21.755521] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:58:21.757017] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-04T20:58:21.759303] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:21.776957] [INFO ] [LOCAL     ] MUSA: Saved forecast.
[2025-12-04T20:58:21.777067] [INFO ] [main      ] MUSA: Signal=1 (Conf=80.0%), Magnitude=2.41% (Conf=53.5256%)
[2025-12-04T20:58:21.777617] [INFO ] [main      ] Progress: 782/970 forecasts completed (80.6%). MUSA finished in 0.7s. ETA: 31.8s. Rate: 355.22 forecasts/min
[2025-12-04T20:58:21.777782] [INFO ] [main      ] Fetching symbol history for ISTB...
[2025-12-04T20:58:21.777829] [DEBUG] [REMOTE    ] ISTB: Fetching historical data.
[2025-12-04T20:58:21.782498] [DEBUG] [MAG       ] BFLY: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:21.792087] [DEBUG] [REMOTE    ] ISTB: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:21.793525] [DEBUG] [LOCAL     ] Loaded configuration for ISTB: 14 features, N/A% accuracy
[2025-12-04T20:58:21.793608] [INFO ] [LOCAL     ] ISTB: Loaded 14 optimal features with 36.93% confidence from JSON config
[2025-12-04T20:58:21.793662] [DEBUG] [MAG       ] Building data for symbol: ISTB with lookback: 0
[2025-12-04T20:58:21.794641] [DEBUG] [FEATURES  ] DataBuilder: Executing 14 feature methods.
[2025-12-04T20:58:21.794726] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:21.796705] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:58:21.797277] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:21.797697] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:58:21.798534] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:58:21.799459] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:58:21.845024] [INFO ] [LOCAL     ] BFLY: Saved forecast.
[2025-12-04T20:58:21.845099] [INFO ] [main      ] BFLY: Signal=1 (Conf=80.0%), Magnitude=16.05% (Conf=51.4805%)
[2025-12-04T20:58:21.845272] [INFO ] [main      ] Fetching symbol history for KFS...
[2025-12-04T20:58:21.845317] [DEBUG] [REMOTE    ] KFS: Fetching historical data.
[2025-12-04T20:58:21.846014] [INFO ] [main      ] Progress: 783/970 forecasts completed (80.7%). BFLY finished in 0.6s. ETA: 31.6s. Rate: 355.49 forecasts/min
[2025-12-04T20:58:21.857178] [DEBUG] [REMOTE    ] KFS: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:21.858216] [DEBUG] [LOCAL     ] Loaded configuration for KFS: 5 features, N/A% accuracy
[2025-12-04T20:58:21.858297] [INFO ] [LOCAL     ] KFS: Loaded 5 optimal features with 53.07% confidence from JSON config
[2025-12-04T20:58:21.858359] [DEBUG] [MAG       ] Building data for symbol: KFS with lookback: 0
[2025-12-04T20:58:21.859372] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:58:21.859434] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:58:21.916756] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:58:21.957675] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-04T20:58:21.961079] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-04T20:58:21.962226] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:58:21.962788] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:58:21.963963] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:58:21.965784] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:58:21.966995] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:58:21.967753] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:21.975432] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:58:21.976772] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-04T20:58:21.977470] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-04T20:58:21.979091] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-04T20:58:21.979915] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:22.048763] [DEBUG] [MAG       ] CDTX: Last date is validated at 2025-12-04
[2025-12-04T20:58:22.090918] [DEBUG] [MAG       ] MEG: Last date is validated at 2025-12-04
[2025-12-04T20:58:22.218139] [DEBUG] [MAG       ] CDTX: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:22.261300] [DEBUG] [MAG       ] MEG: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:22.312006] [DEBUG] [MAG       ] KFS: Last date is validated at 2025-12-04
[2025-12-04T20:58:22.320422] [DEBUG] [MAG       ] ISTB: Last date is validated at 2025-12-04
[2025-12-04T20:58:22.347998] [INFO ] [LOCAL     ] MEG: Saved forecast.
[2025-12-04T20:58:22.348070] [INFO ] [main      ] MEG: Signal=1 (Conf=80.0%), Magnitude=-2.33% (Conf=52.2547%)
[2025-12-04T20:58:22.348451] [INFO ] [main      ] Fetching symbol history for SWX...
[2025-12-04T20:58:22.348511] [DEBUG] [REMOTE    ] SWX: Fetching historical data.
[2025-12-04T20:58:22.348704] [INFO ] [main      ] Progress: 784/970 forecasts completed (80.8%). MEG finished in 0.6s. ETA: 31.5s. Rate: 354.60 forecasts/min
[2025-12-04T20:58:22.361249] [DEBUG] [REMOTE    ] SWX: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:22.362290] [DEBUG] [LOCAL     ] Loaded configuration for SWX: 4 features, N/A% accuracy
[2025-12-04T20:58:22.362341] [INFO ] [LOCAL     ] SWX: Loaded 4 optimal features with 54.44% confidence from JSON config
[2025-12-04T20:58:22.362373] [DEBUG] [MAG       ] Building data for symbol: SWX with lookback: 0
[2025-12-04T20:58:22.363201] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:58:22.363258] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:22.367987] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:58:22.370394] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-04T20:58:22.372152] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:58:22.373248] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:22.417268] [INFO ] [LOCAL     ] CDTX: Saved forecast.
[2025-12-04T20:58:22.417354] [INFO ] [main      ] CDTX: Signal=1 (Conf=80.0%), Magnitude=-4.29% (Conf=25.3109%)
[2025-12-04T20:58:22.417834] [INFO ] [main      ] Fetching symbol history for FCAL...
[2025-12-04T20:58:22.417891] [DEBUG] [REMOTE    ] FCAL: Fetching historical data.
[2025-12-04T20:58:22.419685] [INFO ] [main      ] Progress: 785/970 forecasts completed (80.9%). CDTX finished in 0.7s. ETA: 31.3s. Rate: 354.86 forecasts/min
[2025-12-04T20:58:22.431152] [DEBUG] [REMOTE    ] FCAL: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:22.432678] [DEBUG] [LOCAL     ] Loaded configuration for FCAL: 5 features, N/A% accuracy
[2025-12-04T20:58:22.432732] [INFO ] [LOCAL     ] FCAL: Loaded 5 optimal features with 43.85% confidence from JSON config
[2025-12-04T20:58:22.432763] [DEBUG] [MAG       ] Building data for symbol: FCAL with lookback: 0
[2025-12-04T20:58:22.433738] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:58:22.433799] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:22.438822] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:58:22.441469] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-04T20:58:22.442758] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-04T20:58:22.444602] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-04T20:58:22.446711] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:22.475106] [DEBUG] [MAG       ] KFS: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:22.502236] [DEBUG] [MAG       ] ISTB: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:22.539833] [INFO ] [LOCAL     ] KFS: Saved forecast.
[2025-12-04T20:58:22.539911] [INFO ] [main      ] KFS: Signal=1 (Conf=80.0%), Magnitude=-0.43% (Conf=53.069%)
[2025-12-04T20:58:22.540074] [INFO ] [main      ] Fetching symbol history for JAKK...
[2025-12-04T20:58:22.540117] [DEBUG] [REMOTE    ] JAKK: Fetching historical data.
[2025-12-04T20:58:22.541675] [INFO ] [main      ] Progress: 786/970 forecasts completed (81.0%). KFS finished in 0.7s. ETA: 31.1s. Rate: 354.99 forecasts/min
[2025-12-04T20:58:22.554283] [DEBUG] [REMOTE    ] JAKK: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:22.555264] [DEBUG] [LOCAL     ] Loaded configuration for JAKK: 5 features, N/A% accuracy
[2025-12-04T20:58:22.555314] [INFO ] [LOCAL     ] JAKK: Loaded 5 optimal features with 60.66% confidence from JSON config
[2025-12-04T20:58:22.555344] [DEBUG] [MAG       ] Building data for symbol: JAKK with lookback: 0
[2025-12-04T20:58:22.556147] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:58:22.556205] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:22.557932] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:58:22.558458] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:22.558866] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:58:22.559741] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-04T20:58:22.560417] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:22.575741] [INFO ] [LOCAL     ] ISTB: Saved forecast.
[2025-12-04T20:58:22.575813] [INFO ] [main      ] ISTB: Signal=1 (Conf=80.0%), Magnitude=0.01% (Conf=36.9344%)
[2025-12-04T20:58:22.576195] [INFO ] [main      ] Progress: 787/970 forecasts completed (81.1%). ISTB finished in 0.8s. ETA: 30.9s. Rate: 355.35 forecasts/min
[2025-12-04T20:58:22.576330] [INFO ] [main      ] Fetching symbol history for AVO...
[2025-12-04T20:58:22.576372] [DEBUG] [REMOTE    ] AVO: Fetching historical data.
[2025-12-04T20:58:22.588420] [DEBUG] [REMOTE    ] AVO: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:22.589317] [DEBUG] [LOCAL     ] Loaded configuration for AVO: 2 features, N/A% accuracy
[2025-12-04T20:58:22.589379] [INFO ] [LOCAL     ] AVO: Loaded 2 optimal features with 53.02% confidence from JSON config
[2025-12-04T20:58:22.589410] [DEBUG] [MAG       ] Building data for symbol: AVO with lookback: 0
[2025-12-04T20:58:22.590248] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:58:22.590307] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:58:22.591291] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:58:22.593763] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:22.703693] [DEBUG] [MAG       ] SWX: Last date is validated at 2025-12-04
[2025-12-04T20:58:22.815825] [DEBUG] [MAG       ] FCAL: Last date is validated at 2025-12-04
[2025-12-04T20:58:22.867226] [DEBUG] [MAG       ] SWX: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:22.887744] [DEBUG] [MAG       ] JAKK: Last date is validated at 2025-12-04
[2025-12-04T20:58:22.933009] [DEBUG] [MAG       ] AVO: Last date is validated at 2025-12-04
[2025-12-04T20:58:22.956422] [INFO ] [LOCAL     ] SWX: Saved forecast.
[2025-12-04T20:58:22.956491] [INFO ] [main      ] SWX: Signal=1 (Conf=80.0%), Magnitude=-1.17% (Conf=54.4409%)
[2025-12-04T20:58:22.956920] [INFO ] [main      ] Fetching symbol history for BTE...
[2025-12-04T20:58:22.956970] [DEBUG] [REMOTE    ] BTE: Fetching historical data.
[2025-12-04T20:58:22.957665] [INFO ] [main      ] Progress: 788/970 forecasts completed (81.2%). SWX finished in 0.6s. ETA: 30.8s. Rate: 354.78 forecasts/min
[2025-12-04T20:58:22.968265] [DEBUG] [REMOTE    ] BTE: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:22.969349] [DEBUG] [LOCAL     ] Loaded configuration for BTE: 1 features, N/A% accuracy
[2025-12-04T20:58:22.969399] [INFO ] [LOCAL     ] BTE: Loaded 1 optimal features with 58.45% confidence from JSON config
[2025-12-04T20:58:22.969432] [DEBUG] [MAG       ] Building data for symbol: BTE with lookback: 0
[2025-12-04T20:58:22.970226] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-04T20:58:22.970282] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:58:22.971026] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:22.993311] [DEBUG] [MAG       ] FCAL: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:23.050614] [DEBUG] [MAG       ] JAKK: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:23.059124] [INFO ] [LOCAL     ] FCAL: Saved forecast.
[2025-12-04T20:58:23.059206] [INFO ] [main      ] FCAL: Signal=1 (Conf=80.0%), Magnitude=0.10% (Conf=43.8528%)
[2025-12-04T20:58:23.059705] [INFO ] [main      ] Fetching symbol history for MQ...
[2025-12-04T20:58:23.059767] [DEBUG] [REMOTE    ] MQ: Fetching historical data.
[2025-12-04T20:58:23.060690] [INFO ] [main      ] Progress: 789/970 forecasts completed (81.3%). FCAL finished in 0.6s. ETA: 30.6s. Rate: 354.96 forecasts/min
[2025-12-04T20:58:23.073080] [DEBUG] [REMOTE    ] MQ: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:23.074299] [DEBUG] [LOCAL     ] Loaded configuration for MQ: 4 features, N/A% accuracy
[2025-12-04T20:58:23.074352] [INFO ] [LOCAL     ] MQ: Loaded 4 optimal features with 52.27% confidence from JSON config
[2025-12-04T20:58:23.074382] [DEBUG] [MAG       ] Building data for symbol: MQ with lookback: 0
[2025-12-04T20:58:23.075739] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:58:23.075804] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:23.081096] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:58:23.084083] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:58:23.103168] [DEBUG] [MAG       ] AVO: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:23.134892] [INFO ] [LOCAL     ] JAKK: Saved forecast.
[2025-12-04T20:58:23.134972] [INFO ] [main      ] JAKK: Signal=1 (Conf=80.0%), Magnitude=0.87% (Conf=60.6588%)
[2025-12-04T20:58:23.135388] [INFO ] [main      ] Fetching symbol history for AMRN...
[2025-12-04T20:58:23.135452] [DEBUG] [REMOTE    ] AMRN: Fetching historical data.
[2025-12-04T20:58:23.135407] [INFO ] [main      ] Progress: 790/970 forecasts completed (81.4%). JAKK finished in 0.6s. ETA: 30.4s. Rate: 355.21 forecasts/min
[2025-12-04T20:58:23.148162] [DEBUG] [REMOTE    ] AMRN: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:23.149206] [DEBUG] [LOCAL     ] Loaded configuration for AMRN: 9 features, N/A% accuracy
[2025-12-04T20:58:23.149261] [INFO ] [LOCAL     ] AMRN: Loaded 9 optimal features with 48.40% confidence from JSON config
[2025-12-04T20:58:23.149292] [DEBUG] [MAG       ] Building data for symbol: AMRN with lookback: 0
[2025-12-04T20:58:23.150222] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-04T20:58:23.150300] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:23.155415] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:58:23.156234] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:58:23.158682] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:58:23.160319] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-04T20:58:23.174032] [INFO ] [LOCAL     ] AVO: Saved forecast.
[2025-12-04T20:58:23.174099] [INFO ] [main      ] AVO: Signal=1 (Conf=80.0%), Magnitude=-0.58% (Conf=53.0234%)
[2025-12-04T20:58:23.174454] [INFO ] [main      ] Fetching symbol history for BOF...
[2025-12-04T20:58:23.174502] [DEBUG] [REMOTE    ] BOF: Fetching historical data.
[2025-12-04T20:58:23.175377] [INFO ] [main      ] Progress: 791/970 forecasts completed (81.5%). AVO finished in 0.6s. ETA: 30.2s. Rate: 355.55 forecasts/min
[2025-12-04T20:58:23.188484] [DEBUG] [REMOTE    ] BOF: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:23.189321] [DEBUG] [LOCAL     ] Loaded configuration for BOF: 4 features, N/A% accuracy
[2025-12-04T20:58:23.189381] [INFO ] [LOCAL     ] BOF: Loaded 4 optimal features with 48.72% confidence from JSON config
[2025-12-04T20:58:23.189428] [DEBUG] [MAG       ] Building data for symbol: BOF with lookback: 0
[2025-12-04T20:58:23.190274] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:58:23.190691] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:23.195898] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:58:23.196849] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-04T20:58:23.200048] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-04T20:58:23.210864] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-04T20:58:23.212368] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-04T20:58:23.215322] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-04T20:58:23.215463] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:23.216501] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-04T20:58:23.217871] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:23.245112] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-04T20:58:23.246796] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:23.301003] [DEBUG] [MAG       ] BTE: Last date is validated at 2025-12-04
[2025-12-04T20:58:23.465367] [DEBUG] [MAG       ] BTE: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:23.516763] [INFO ] [LOCAL     ] BTE: Saved forecast.
[2025-12-04T20:58:23.516835] [INFO ] [main      ] BTE: Signal=1 (Conf=80.0%), Magnitude=1.27% (Conf=58.4512%)
[2025-12-04T20:58:23.517178] [INFO ] [main      ] Fetching symbol history for NTRSO...
[2025-12-04T20:58:23.517227] [DEBUG] [REMOTE    ] NTRSO: Fetching historical data.
[2025-12-04T20:58:23.517661] [INFO ] [main      ] Progress: 792/970 forecasts completed (81.6%). BTE finished in 0.6s. ETA: 30.1s. Rate: 355.09 forecasts/min
[2025-12-04T20:58:23.528635] [DEBUG] [REMOTE    ] NTRSO: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:23.530255] [DEBUG] [LOCAL     ] Loaded configuration for NTRSO: 5 features, N/A% accuracy
[2025-12-04T20:58:23.530309] [INFO ] [LOCAL     ] NTRSO: Loaded 5 optimal features with 53.23% confidence from JSON config
[2025-12-04T20:58:23.530341] [DEBUG] [MAG       ] Building data for symbol: NTRSO with lookback: 0
[2025-12-04T20:58:23.531143] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:58:23.531202] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:23.532884] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:58:23.533387] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:23.533792] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:58:23.536120] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-04T20:58:23.540284] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:23.573775] [DEBUG] [MAG       ] AMRN: Last date is validated at 2025-12-04
[2025-12-04T20:58:23.596767] [DEBUG] [MAG       ] MQ: Last date is validated at 2025-12-04
[2025-12-04T20:58:23.601491] [DEBUG] [MAG       ] BOF: Last date is validated at 2025-12-04
[2025-12-04T20:58:23.752885] [DEBUG] [MAG       ] AMRN: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:23.777595] [DEBUG] [MAG       ] MQ: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:23.779031] [DEBUG] [MAG       ] BOF: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:23.833599] [INFO ] [LOCAL     ] AMRN: Saved forecast.
[2025-12-04T20:58:23.833667] [INFO ] [main      ] AMRN: Signal=1 (Conf=80.0%), Magnitude=7.18% (Conf=48.3992%)
[2025-12-04T20:58:23.833827] [INFO ] [main      ] Fetching symbol history for PRI...
[2025-12-04T20:58:23.833869] [DEBUG] [REMOTE    ] PRI: Fetching historical data.
[2025-12-04T20:58:23.835650] [INFO ] [main      ] Progress: 793/970 forecasts completed (81.8%). AMRN finished in 0.7s. ETA: 29.9s. Rate: 354.69 forecasts/min
[2025-12-04T20:58:23.845158] [DEBUG] [REMOTE    ] PRI: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:23.846098] [DEBUG] [LOCAL     ] Loaded configuration for PRI: 5 features, N/A% accuracy
[2025-12-04T20:58:23.846149] [INFO ] [LOCAL     ] PRI: Loaded 5 optimal features with 64.26% confidence from JSON config
[2025-12-04T20:58:23.846192] [DEBUG] [MAG       ] Building data for symbol: PRI with lookback: 0
[2025-12-04T20:58:23.847041] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:58:23.847100] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:58:23.849563] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-04T20:58:23.849559] [INFO ] [LOCAL     ] MQ: Saved forecast.
[2025-12-04T20:58:23.849685] [INFO ] [main      ] MQ: Signal=1 (Conf=80.0%), Magnitude=1.32% (Conf=52.272%)
[2025-12-04T20:58:23.850164] [INFO ] [main      ] Fetching symbol history for AWP...
[2025-12-04T20:58:23.850215] [DEBUG] [REMOTE    ] AWP: Fetching historical data.
[2025-12-04T20:58:23.850259] [INFO ] [main      ] Progress: 794/970 forecasts completed (81.9%). MQ finished in 0.8s. ETA: 29.7s. Rate: 355.10 forecasts/min
[2025-12-04T20:58:23.850884] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-04T20:58:23.855287] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-04T20:58:23.856102] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:58:23.857759] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:23.863857] [DEBUG] [REMOTE    ] AWP: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:23.864878] [DEBUG] [LOCAL     ] Loaded configuration for AWP: 2 features, N/A% accuracy
[2025-12-04T20:58:23.864931] [INFO ] [LOCAL     ] AWP: Loaded 2 optimal features with 39.34% confidence from JSON config
[2025-12-04T20:58:23.864963] [DEBUG] [MAG       ] Building data for symbol: AWP with lookback: 0
[2025-12-04T20:58:23.865879] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:58:23.865936] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-04T20:58:23.866762] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-04T20:58:23.868478] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:23.879275] [DEBUG] [MAG       ] NTRSO: Last date is validated at 2025-12-04
[2025-12-04T20:58:23.902432] [INFO ] [LOCAL     ] BOF: Saved forecast.
[2025-12-04T20:58:23.902507] [INFO ] [main      ] BOF: Signal=1 (Conf=80.0%), Magnitude=1.29% (Conf=48.7157%)
[2025-12-04T20:58:23.902994] [INFO ] [main      ] Progress: 795/970 forecasts completed (82.0%). BOF finished in 0.7s. ETA: 29.5s. Rate: 355.41 forecasts/min
[2025-12-04T20:58:23.903143] [INFO ] [main      ] Fetching symbol history for GFL...
[2025-12-04T20:58:23.903203] [DEBUG] [REMOTE    ] GFL: Fetching historical data.
[2025-12-04T20:58:23.917369] [DEBUG] [REMOTE    ] GFL: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:23.918666] [DEBUG] [LOCAL     ] Loaded configuration for GFL: 6 features, N/A% accuracy
[2025-12-04T20:58:23.918731] [INFO ] [LOCAL     ] GFL: Loaded 6 optimal features with 59.06% confidence from JSON config
[2025-12-04T20:58:23.918766] [DEBUG] [MAG       ] Building data for symbol: GFL with lookback: 0
[2025-12-04T20:58:23.919639] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:58:23.919701] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:23.924562] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:23.926381] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:58:23.926903] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:23.927297] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-04T20:58:23.928008] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-04T20:58:23.930207] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:24.042846] [DEBUG] [MAG       ] NTRSO: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:24.103503] [INFO ] [LOCAL     ] NTRSO: Saved forecast.
[2025-12-04T20:58:24.103585] [INFO ] [main      ] NTRSO: Signal=1 (Conf=80.0%), Magnitude=-0.19% (Conf=53.2321%)
[2025-12-04T20:58:24.103753] [INFO ] [main      ] Fetching symbol history for RSG...
[2025-12-04T20:58:24.103796] [DEBUG] [REMOTE    ] RSG: Fetching historical data.
[2025-12-04T20:58:24.104798] [INFO ] [main      ] Progress: 796/970 forecasts completed (82.1%). NTRSO finished in 0.6s. ETA: 29.4s. Rate: 355.32 forecasts/min
[2025-12-04T20:58:24.115344] [DEBUG] [REMOTE    ] RSG: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:24.116568] [DEBUG] [LOCAL     ] Loaded configuration for RSG: 2 features, N/A% accuracy
[2025-12-04T20:58:24.116636] [INFO ] [LOCAL     ] RSG: Loaded 2 optimal features with 49.79% confidence from JSON config
[2025-12-04T20:58:24.116666] [DEBUG] [MAG       ] Building data for symbol: RSG with lookback: 0
[2025-12-04T20:58:24.117426] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:58:24.117482] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:24.122184] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:58:24.160166] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:24.201525] [DEBUG] [MAG       ] PRI: Last date is validated at 2025-12-04
[2025-12-04T20:58:24.254408] [DEBUG] [MAG       ] AWP: Last date is validated at 2025-12-04
[2025-12-04T20:58:24.281523] [DEBUG] [MAG       ] GFL: Last date is validated at 2025-12-04
[2025-12-04T20:58:24.370382] [DEBUG] [MAG       ] PRI: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:24.421970] [DEBUG] [MAG       ] AWP: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:24.458500] [DEBUG] [MAG       ] GFL: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:24.475603] [INFO ] [LOCAL     ] AWP: Saved forecast.
[2025-12-04T20:58:24.475673] [INFO ] [main      ] AWP: Signal=1 (Conf=80.0%), Magnitude=0.10% (Conf=39.3361%)
[2025-12-04T20:58:24.476016] [INFO ] [main      ] Fetching symbol history for DECK...
[2025-12-04T20:58:24.476065] [DEBUG] [REMOTE    ] DECK: Fetching historical data.
[2025-12-04T20:58:24.476660] [INFO ] [main      ] Progress: 797/970 forecasts completed (82.2%). AWP finished in 0.6s. ETA: 29.3s. Rate: 354.79 forecasts/min
[2025-12-04T20:58:24.488634] [DEBUG] [REMOTE    ] DECK: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:24.489825] [DEBUG] [LOCAL     ] Loaded configuration for DECK: 3 features, N/A% accuracy
[2025-12-04T20:58:24.489877] [INFO ] [LOCAL     ] DECK: Loaded 3 optimal features with 42.34% confidence from JSON config
[2025-12-04T20:58:24.489908] [DEBUG] [MAG       ] Building data for symbol: DECK with lookback: 0
[2025-12-04T20:58:24.490728] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:58:24.490784] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:58:24.491629] [DEBUG] [MAG       ] RSG: Last date is validated at 2025-12-04
[2025-12-04T20:58:24.509502] [INFO ] [LOCAL     ] PRI: Saved forecast.
[2025-12-04T20:58:24.509586] [INFO ] [main      ] PRI: Signal=1 (Conf=80.0%), Magnitude=-1.00% (Conf=64.2561%)
[2025-12-04T20:58:24.509750] [INFO ] [main      ] Fetching symbol history for KMPB...
[2025-12-04T20:58:24.509791] [DEBUG] [REMOTE    ] KMPB: Fetching historical data.
[2025-12-04T20:58:24.511725] [INFO ] [main      ] Progress: 798/970 forecasts completed (82.3%). PRI finished in 0.7s. ETA: 29.1s. Rate: 355.14 forecasts/min
[2025-12-04T20:58:24.521590] [DEBUG] [REMOTE    ] KMPB: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:24.522815] [DEBUG] [LOCAL     ] Loaded configuration for KMPB: 1 features, N/A% accuracy
[2025-12-04T20:58:24.522886] [INFO ] [LOCAL     ] KMPB: Loaded 1 optimal features with 43.34% confidence from JSON config
[2025-12-04T20:58:24.522940] [DEBUG] [MAG       ] Building data for symbol: KMPB with lookback: 0
[2025-12-04T20:58:24.523826] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-04T20:58:24.523902] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-04T20:58:24.524621] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:24.529804] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-04T20:58:24.531032] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-04T20:58:24.532034] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:24.545447] [INFO ] [LOCAL     ] GFL: Saved forecast.
[2025-12-04T20:58:24.545522] [INFO ] [main      ] GFL: Signal=1 (Conf=80.0%), Magnitude=0.23% (Conf=59.0552%)
[2025-12-04T20:58:24.545925] [INFO ] [main      ] Progress: 799/970 forecasts completed (82.4%). GFL finished in 0.6s. ETA: 28.9s. Rate: 355.50 forecasts/min
[2025-12-04T20:58:24.546075] [INFO ] [main      ] Fetching symbol history for OEC...
[2025-12-04T20:58:24.546132] [DEBUG] [REMOTE    ] OEC: Fetching historical data.
[2025-12-04T20:58:24.558933] [DEBUG] [REMOTE    ] OEC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:24.560050] [DEBUG] [LOCAL     ] Loaded configuration for OEC: 6 features, N/A% accuracy
[2025-12-04T20:58:24.560106] [INFO ] [LOCAL     ] OEC: Loaded 6 optimal features with 52.41% confidence from JSON config
[2025-12-04T20:58:24.560138] [DEBUG] [MAG       ] Building data for symbol: OEC with lookback: 0
[2025-12-04T20:58:24.560969] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:58:24.561030] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:24.562905] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:58:24.563405] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:24.563888] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:58:24.657421] [DEBUG] [MAG       ] RSG: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:24.680804] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:58:24.722872] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-04T20:58:24.725309] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:24.765836] [INFO ] [LOCAL     ] RSG: Saved forecast.
[2025-12-04T20:58:24.765900] [INFO ] [main      ] RSG: Signal=1 (Conf=80.0%), Magnitude=1.02% (Conf=49.7873%)
[2025-12-04T20:58:24.766053] [INFO ] [main      ] Fetching symbol history for ALSN...
[2025-12-04T20:58:24.766094] [DEBUG] [REMOTE    ] ALSN: Fetching historical data.
[2025-12-04T20:58:24.767378] [INFO ] [main      ] Progress: 800/970 forecasts completed (82.5%). RSG finished in 0.7s. ETA: 28.7s. Rate: 355.36 forecasts/min
[2025-12-04T20:58:24.777371] [DEBUG] [REMOTE    ] ALSN: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:24.778466] [DEBUG] [LOCAL     ] Loaded configuration for ALSN: 7 features, N/A% accuracy
[2025-12-04T20:58:24.778516] [INFO ] [LOCAL     ] ALSN: Loaded 7 optimal features with 55.23% confidence from JSON config
[2025-12-04T20:58:24.778547] [DEBUG] [MAG       ] Building data for symbol: ALSN with lookback: 0
[2025-12-04T20:58:24.779378] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-04T20:58:24.779437] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:24.781109] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:58:24.781626] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:58:24.782051] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:24.782432] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-04T20:58:24.830720] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-04T20:58:24.831660] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-04T20:58:24.832812] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:24.880115] [DEBUG] [MAG       ] KMPB: Last date is validated at 2025-12-04
[2025-12-04T20:58:24.888936] [DEBUG] [MAG       ] DECK: Last date is validated at 2025-12-04
[2025-12-04T20:58:25.059609] [DEBUG] [MAG       ] DECK: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:25.060907] [DEBUG] [MAG       ] KMPB: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:25.076810] [DEBUG] [MAG       ] OEC: Last date is validated at 2025-12-04
[2025-12-04T20:58:25.118933] [INFO ] [LOCAL     ] KMPB: Saved forecast.
[2025-12-04T20:58:25.119004] [INFO ] [main      ] KMPB: Signal=1 (Conf=80.0%), Magnitude=-0.42% (Conf=43.3449%)
[2025-12-04T20:58:25.119351] [INFO ] [main      ] Fetching symbol history for EWCZ...
[2025-12-04T20:58:25.119408] [DEBUG] [REMOTE    ] EWCZ: Fetching historical data.
[2025-12-04T20:58:25.119689] [INFO ] [main      ] Progress: 801/970 forecasts completed (82.6%). KMPB finished in 0.6s. ETA: 28.6s. Rate: 354.88 forecasts/min
[2025-12-04T20:58:25.130789] [DEBUG] [REMOTE    ] EWCZ: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:25.131986] [DEBUG] [LOCAL     ] Loaded configuration for EWCZ: 1 features, N/A% accuracy
[2025-12-04T20:58:25.132048] [INFO ] [LOCAL     ] EWCZ: Loaded 1 optimal features with 53.76% confidence from JSON config
[2025-12-04T20:58:25.132079] [DEBUG] [MAG       ] Building data for symbol: EWCZ with lookback: 0
[2025-12-04T20:58:25.133035] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-04T20:58:25.133093] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:58:25.133984] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:25.166331] [DEBUG] [MAG       ] ALSN: Last date is validated at 2025-12-04
[2025-12-04T20:58:25.193036] [INFO ] [LOCAL     ] DECK: Saved forecast.
[2025-12-04T20:58:25.193122] [INFO ] [main      ] DECK: Signal=1 (Conf=80.0%), Magnitude=2.32% (Conf=42.3391%)
[2025-12-04T20:58:25.193611] [INFO ] [main      ] Progress: 802/970 forecasts completed (82.7%). DECK finished in 0.7s. ETA: 28.4s. Rate: 355.13 forecasts/min
[2025-12-04T20:58:25.193960] [INFO ] [main      ] Fetching symbol history for SPGI...
[2025-12-04T20:58:25.194005] [DEBUG] [REMOTE    ] SPGI: Fetching historical data.
[2025-12-04T20:58:25.208899] [DEBUG] [REMOTE    ] SPGI: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:25.210276] [DEBUG] [LOCAL     ] Loaded configuration for SPGI: 5 features, N/A% accuracy
[2025-12-04T20:58:25.210330] [INFO ] [LOCAL     ] SPGI: Loaded 5 optimal features with 39.92% confidence from JSON config
[2025-12-04T20:58:25.210361] [DEBUG] [MAG       ] Building data for symbol: SPGI with lookback: 0
[2025-12-04T20:58:25.211268] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:58:25.211330] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:25.213169] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:58:25.213781] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:58:25.214216] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:25.214833] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:58:25.215649] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:25.255399] [DEBUG] [MAG       ] OEC: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:25.333726] [INFO ] [LOCAL     ] OEC: Saved forecast.
[2025-12-04T20:58:25.333798] [INFO ] [main      ] OEC: Signal=1 (Conf=80.0%), Magnitude=-1.46% (Conf=52.4104%)
[2025-12-04T20:58:25.333984] [INFO ] [main      ] Fetching symbol history for EOI...
[2025-12-04T20:58:25.334040] [DEBUG] [REMOTE    ] EOI: Fetching historical data.
[2025-12-04T20:58:25.336191] [INFO ] [main      ] Progress: 803/970 forecasts completed (82.8%). OEC finished in 0.8s. ETA: 28.2s. Rate: 355.19 forecasts/min
[2025-12-04T20:58:25.342487] [DEBUG] [MAG       ] ALSN: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:25.351660] [DEBUG] [REMOTE    ] EOI: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:25.353208] [DEBUG] [LOCAL     ] Loaded configuration for EOI: 7 features, N/A% accuracy
[2025-12-04T20:58:25.353272] [INFO ] [LOCAL     ] EOI: Loaded 7 optimal features with 50.65% confidence from JSON config
[2025-12-04T20:58:25.353306] [DEBUG] [MAG       ] Building data for symbol: EOI with lookback: 0
[2025-12-04T20:58:25.354306] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-04T20:58:25.354370] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:25.359654] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:25.361593] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:58:25.362079] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:25.362475] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:58:25.363204] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:58:25.365560] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-04T20:58:25.368569] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:25.445028] [INFO ] [LOCAL     ] ALSN: Saved forecast.
[2025-12-04T20:58:25.445098] [INFO ] [main      ] ALSN: Signal=1 (Conf=80.0%), Magnitude=2.67% (Conf=55.2339%)
[2025-12-04T20:58:25.445258] [INFO ] [main      ] Fetching symbol history for CHKP...
[2025-12-04T20:58:25.445299] [DEBUG] [REMOTE    ] CHKP: Fetching historical data.
[2025-12-04T20:58:25.445985] [INFO ] [main      ] Progress: 804/970 forecasts completed (82.9%). ALSN finished in 0.7s. ETA: 28.0s. Rate: 355.35 forecasts/min
[2025-12-04T20:58:25.457187] [DEBUG] [REMOTE    ] CHKP: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:25.458330] [DEBUG] [LOCAL     ] Loaded configuration for CHKP: 2 features, N/A% accuracy
[2025-12-04T20:58:25.458381] [INFO ] [LOCAL     ] CHKP: Loaded 2 optimal features with 60.24% confidence from JSON config
[2025-12-04T20:58:25.458411] [DEBUG] [MAG       ] Building data for symbol: CHKP with lookback: 0
[2025-12-04T20:58:25.459201] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:58:25.459256] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:58:25.479223] [DEBUG] [MAG       ] EWCZ: Last date is validated at 2025-12-04
[2025-12-04T20:58:25.568988] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-04T20:58:25.570121] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:25.573658] [DEBUG] [MAG       ] SPGI: Last date is validated at 2025-12-04
[2025-12-04T20:58:25.643021] [DEBUG] [MAG       ] EWCZ: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:25.700996] [INFO ] [LOCAL     ] EWCZ: Saved forecast.
[2025-12-04T20:58:25.701065] [INFO ] [main      ] EWCZ: Signal=1 (Conf=80.0%), Magnitude=-2.73% (Conf=53.7629%)
[2025-12-04T20:58:25.701402] [INFO ] [main      ] Fetching symbol history for CQP...
[2025-12-04T20:58:25.701449] [DEBUG] [REMOTE    ] CQP: Fetching historical data.
[2025-12-04T20:58:25.701730] [INFO ] [main      ] Progress: 805/970 forecasts completed (83.0%). EWCZ finished in 0.6s. ETA: 27.9s. Rate: 355.12 forecasts/min
[2025-12-04T20:58:25.713168] [DEBUG] [REMOTE    ] CQP: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:25.714343] [DEBUG] [LOCAL     ] Loaded configuration for CQP: 5 features, N/A% accuracy
[2025-12-04T20:58:25.714402] [INFO ] [LOCAL     ] CQP: Loaded 5 optimal features with 55.44% confidence from JSON config
[2025-12-04T20:58:25.714433] [DEBUG] [MAG       ] Building data for symbol: CQP with lookback: 0
[2025-12-04T20:58:25.715229] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:58:25.715288] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:25.716956] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:58:25.717456] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:25.717867] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:58:25.725436] [DEBUG] [MAG       ] EOI: Last date is validated at 2025-12-04
[2025-12-04T20:58:25.744592] [DEBUG] [MAG       ] SPGI: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:25.823623] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-04T20:58:25.824355] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:25.894548] [DEBUG] [MAG       ] EOI: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:25.900275] [INFO ] [LOCAL     ] SPGI: Saved forecast.
[2025-12-04T20:58:25.900350] [INFO ] [main      ] SPGI: Signal=1 (Conf=80.0%), Magnitude=-1.88% (Conf=39.9188%)
[2025-12-04T20:58:25.900521] [INFO ] [main      ] Fetching symbol history for APEI...
[2025-12-04T20:58:25.900565] [DEBUG] [REMOTE    ] APEI: Fetching historical data.
[2025-12-04T20:58:25.901874] [INFO ] [main      ] Progress: 806/970 forecasts completed (83.1%). SPGI finished in 0.7s. ETA: 27.7s. Rate: 355.04 forecasts/min
[2025-12-04T20:58:25.910000] [DEBUG] [MAG       ] CHKP: Last date is validated at 2025-12-04
[2025-12-04T20:58:25.911848] [DEBUG] [REMOTE    ] APEI: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:25.913016] [DEBUG] [LOCAL     ] Loaded configuration for APEI: 3 features, N/A% accuracy
[2025-12-04T20:58:25.913087] [INFO ] [LOCAL     ] APEI: Loaded 3 optimal features with 53.98% confidence from JSON config
[2025-12-04T20:58:25.913120] [DEBUG] [MAG       ] Building data for symbol: APEI with lookback: 0
[2025-12-04T20:58:25.913977] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:58:25.914035] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:25.919163] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:58:25.920937] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-04T20:58:25.921878] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:25.964840] [INFO ] [LOCAL     ] EOI: Saved forecast.
[2025-12-04T20:58:25.964930] [INFO ] [main      ] EOI: Signal=1 (Conf=80.0%), Magnitude=0.36% (Conf=50.6491%)
[2025-12-04T20:58:25.965141] [INFO ] [main      ] Fetching symbol history for MRVI...
[2025-12-04T20:58:25.965186] [DEBUG] [REMOTE    ] MRVI: Fetching historical data.
[2025-12-04T20:58:25.966088] [INFO ] [main      ] Progress: 807/970 forecasts completed (83.2%). EOI finished in 0.6s. ETA: 27.5s. Rate: 355.31 forecasts/min
[2025-12-04T20:58:25.980746] [DEBUG] [REMOTE    ] MRVI: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:25.982468] [DEBUG] [LOCAL     ] Loaded configuration for MRVI: 4 features, N/A% accuracy
[2025-12-04T20:58:25.982547] [INFO ] [LOCAL     ] MRVI: Loaded 4 optimal features with 48.86% confidence from JSON config
[2025-12-04T20:58:25.982614] [DEBUG] [MAG       ] Building data for symbol: MRVI with lookback: 0
[2025-12-04T20:58:25.984210] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:58:25.984274] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:25.986299] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:58:25.986912] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:25.987311] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-04T20:58:26.034869] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:26.078088] [DEBUG] [MAG       ] CHKP: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:26.156080] [DEBUG] [MAG       ] CQP: Last date is validated at 2025-12-04
[2025-12-04T20:58:26.204961] [INFO ] [LOCAL     ] CHKP: Saved forecast.
[2025-12-04T20:58:26.205032] [INFO ] [main      ] CHKP: Signal=1 (Conf=80.0%), Magnitude=2.50% (Conf=60.2408%)
[2025-12-04T20:58:26.205199] [INFO ] [main      ] Fetching symbol history for AVNS...
[2025-12-04T20:58:26.205251] [DEBUG] [REMOTE    ] AVNS: Fetching historical data.
[2025-12-04T20:58:26.206706] [INFO ] [main      ] Progress: 808/970 forecasts completed (83.3%). CHKP finished in 0.8s. ETA: 27.4s. Rate: 355.13 forecasts/min
[2025-12-04T20:58:26.217822] [DEBUG] [REMOTE    ] AVNS: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:26.219037] [DEBUG] [LOCAL     ] Loaded configuration for AVNS: 5 features, N/A% accuracy
[2025-12-04T20:58:26.219091] [INFO ] [LOCAL     ] AVNS: Loaded 5 optimal features with 45.79% confidence from JSON config
[2025-12-04T20:58:26.219123] [DEBUG] [MAG       ] Building data for symbol: AVNS with lookback: 0
[2025-12-04T20:58:26.219963] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:58:26.220035] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:26.224929] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:26.226729] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:58:26.227209] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:26.227617] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-04T20:58:26.230447] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:26.274269] [DEBUG] [MAG       ] APEI: Last date is validated at 2025-12-04
[2025-12-04T20:58:26.323131] [DEBUG] [MAG       ] CQP: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:26.403208] [DEBUG] [MAG       ] MRVI: Last date is validated at 2025-12-04
[2025-12-04T20:58:26.411291] [INFO ] [LOCAL     ] CQP: Saved forecast.
[2025-12-04T20:58:26.411359] [INFO ] [main      ] CQP: Signal=1 (Conf=80.0%), Magnitude=3.20% (Conf=55.4402%)
[2025-12-04T20:58:26.411712] [INFO ] [main      ] Fetching symbol history for CVI...
[2025-12-04T20:58:26.411761] [DEBUG] [REMOTE    ] CVI: Fetching historical data.
[2025-12-04T20:58:26.412671] [INFO ] [main      ] Progress: 809/970 forecasts completed (83.4%). CQP finished in 0.7s. ETA: 27.2s. Rate: 355.03 forecasts/min
[2025-12-04T20:58:26.423538] [DEBUG] [REMOTE    ] CVI: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:26.424494] [DEBUG] [LOCAL     ] Loaded configuration for CVI: 6 features, N/A% accuracy
[2025-12-04T20:58:26.424548] [INFO ] [LOCAL     ] CVI: Loaded 6 optimal features with 48.69% confidence from JSON config
[2025-12-04T20:58:26.424598] [DEBUG] [MAG       ] Building data for symbol: CVI with lookback: 0
[2025-12-04T20:58:26.425361] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:58:26.425419] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:26.427121] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:58:26.427636] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:58:26.428524] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:58:26.430867] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-04T20:58:26.433502] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-04T20:58:26.435442] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:26.455894] [DEBUG] [MAG       ] APEI: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:26.538338] [INFO ] [LOCAL     ] APEI: Saved forecast.
[2025-12-04T20:58:26.538433] [INFO ] [main      ] APEI: Signal=1 (Conf=80.0%), Magnitude=0.85% (Conf=53.9841%)
[2025-12-04T20:58:26.538923] [INFO ] [main      ] Fetching symbol history for DMRC...
[2025-12-04T20:58:26.538976] [DEBUG] [REMOTE    ] DMRC: Fetching historical data.
[2025-12-04T20:58:26.539666] [INFO ] [main      ] Progress: 810/970 forecasts completed (83.5%). APEI finished in 0.6s. ETA: 27.0s. Rate: 355.14 forecasts/min
[2025-12-04T20:58:26.552683] [DEBUG] [REMOTE    ] DMRC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:26.554108] [DEBUG] [LOCAL     ] Loaded configuration for DMRC: 6 features, N/A% accuracy
[2025-12-04T20:58:26.554178] [INFO ] [LOCAL     ] DMRC: Loaded 6 optimal features with 62.48% confidence from JSON config
[2025-12-04T20:58:26.554211] [DEBUG] [MAG       ] Building data for symbol: DMRC with lookback: 0
[2025-12-04T20:58:26.555061] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:58:26.555156] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:26.557410] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:58:26.557955] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:58:26.558472] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:26.559311] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-04T20:58:26.560653] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-04T20:58:26.563796] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:26.588338] [DEBUG] [MAG       ] AVNS: Last date is validated at 2025-12-04
[2025-12-04T20:58:26.588649] [DEBUG] [MAG       ] MRVI: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:26.658196] [INFO ] [LOCAL     ] MRVI: Saved forecast.
[2025-12-04T20:58:26.658320] [INFO ] [main      ] MRVI: Signal=1 (Conf=80.0%), Magnitude=-2.48% (Conf=48.8636%)
[2025-12-04T20:58:26.658828] [INFO ] [main      ] Fetching symbol history for CNQ...
[2025-12-04T20:58:26.658889] [DEBUG] [REMOTE    ] CNQ: Fetching historical data.
[2025-12-04T20:58:26.660875] [INFO ] [main      ] Progress: 811/970 forecasts completed (83.6%). MRVI finished in 0.7s. ETA: 26.9s. Rate: 355.26 forecasts/min
[2025-12-04T20:58:26.675957] [DEBUG] [REMOTE    ] CNQ: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:26.677212] [DEBUG] [LOCAL     ] Loaded configuration for CNQ: 4 features, N/A% accuracy
[2025-12-04T20:58:26.677280] [INFO ] [LOCAL     ] CNQ: Loaded 4 optimal features with 49.76% confidence from JSON config
[2025-12-04T20:58:26.677319] [DEBUG] [MAG       ] Building data for symbol: CNQ with lookback: 0
[2025-12-04T20:58:26.678405] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:58:26.678472] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:58:26.679352] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:58:26.682838] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-04T20:58:26.684013] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-04T20:58:26.685396] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:26.758783] [DEBUG] [MAG       ] AVNS: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:26.776822] [DEBUG] [MAG       ] CVI: Last date is validated at 2025-12-04
[2025-12-04T20:58:26.834685] [INFO ] [LOCAL     ] AVNS: Saved forecast.
[2025-12-04T20:58:26.834755] [INFO ] [main      ] AVNS: Signal=1 (Conf=80.0%), Magnitude=-4.32% (Conf=45.7916%)
[2025-12-04T20:58:26.835417] [INFO ] [main      ] Progress: 812/970 forecasts completed (83.7%). AVNS finished in 0.6s. ETA: 26.7s. Rate: 355.25 forecasts/min
[2025-12-04T20:58:26.835539] [INFO ] [main      ] Fetching symbol history for AMH...
[2025-12-04T20:58:26.835596] [DEBUG] [REMOTE    ] AMH: Fetching historical data.
[2025-12-04T20:58:26.848270] [DEBUG] [REMOTE    ] AMH: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:26.849648] [DEBUG] [LOCAL     ] Loaded configuration for AMH: 6 features, N/A% accuracy
[2025-12-04T20:58:26.849705] [INFO ] [LOCAL     ] AMH: Loaded 6 optimal features with 52.38% confidence from JSON config
[2025-12-04T20:58:26.849737] [DEBUG] [MAG       ] Building data for symbol: AMH with lookback: 0
[2025-12-04T20:58:26.850559] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:58:26.850638] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:26.855621] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:26.857546] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:58:26.858049] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:58:26.860483] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-04T20:58:26.861300] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-04T20:58:26.861996] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:26.909391] [DEBUG] [MAG       ] DMRC: Last date is validated at 2025-12-04
[2025-12-04T20:58:26.946624] [DEBUG] [MAG       ] CVI: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:27.035754] [DEBUG] [MAG       ] CNQ: Last date is validated at 2025-12-04
[2025-12-04T20:58:27.040632] [INFO ] [LOCAL     ] CVI: Saved forecast.
[2025-12-04T20:58:27.040709] [INFO ] [main      ] CVI: Signal=1 (Conf=80.0%), Magnitude=0.43% (Conf=48.6854%)
[2025-12-04T20:58:27.040889] [INFO ] [main      ] Fetching symbol history for DOCS...
[2025-12-04T20:58:27.040938] [DEBUG] [REMOTE    ] DOCS: Fetching historical data.
[2025-12-04T20:58:27.041853] [INFO ] [main      ] Progress: 813/970 forecasts completed (83.8%). CVI finished in 0.6s. ETA: 26.5s. Rate: 355.15 forecasts/min
[2025-12-04T20:58:27.053829] [DEBUG] [REMOTE    ] DOCS: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:27.055026] [DEBUG] [LOCAL     ] Loaded configuration for DOCS: 3 features, N/A% accuracy
[2025-12-04T20:58:27.055085] [INFO ] [LOCAL     ] DOCS: Loaded 3 optimal features with 41.83% confidence from JSON config
[2025-12-04T20:58:27.055115] [DEBUG] [MAG       ] Building data for symbol: DOCS with lookback: 0
[2025-12-04T20:58:27.055932] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:58:27.056008] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:27.060753] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:58:27.061543] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-04T20:58:27.063524] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:27.102856] [DEBUG] [MAG       ] DMRC: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:27.200976] [DEBUG] [MAG       ] AMH: Last date is validated at 2025-12-04
[2025-12-04T20:58:27.201689] [INFO ] [LOCAL     ] DMRC: Saved forecast.
[2025-12-04T20:58:27.201758] [INFO ] [main      ] DMRC: Signal=1 (Conf=80.0%), Magnitude=-3.82% (Conf=62.4771%)
[2025-12-04T20:58:27.201922] [INFO ] [main      ] Fetching symbol history for MORN...
[2025-12-04T20:58:27.201964] [DEBUG] [REMOTE    ] MORN: Fetching historical data.
[2025-12-04T20:58:27.202849] [INFO ] [main      ] Progress: 814/970 forecasts completed (83.9%). DMRC finished in 0.7s. ETA: 26.4s. Rate: 355.17 forecasts/min
[2025-12-04T20:58:27.212161] [DEBUG] [MAG       ] CNQ: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:27.213671] [DEBUG] [REMOTE    ] MORN: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:27.214833] [DEBUG] [LOCAL     ] Loaded configuration for MORN: 8 features, N/A% accuracy
[2025-12-04T20:58:27.214883] [INFO ] [LOCAL     ] MORN: Loaded 8 optimal features with 45.06% confidence from JSON config
[2025-12-04T20:58:27.214914] [DEBUG] [MAG       ] Building data for symbol: MORN with lookback: 0
[2025-12-04T20:58:27.215717] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-04T20:58:27.215775] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:27.220393] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:27.222119] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:58:27.222586] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:58:27.223008] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:27.223373] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:58:27.224237] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:58:27.226472] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-04T20:58:27.227385] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:27.294267] [INFO ] [LOCAL     ] CNQ: Saved forecast.
[2025-12-04T20:58:27.294357] [INFO ] [main      ] CNQ: Signal=1 (Conf=80.0%), Magnitude=-0.93% (Conf=49.7554%)
[2025-12-04T20:58:27.294864] [INFO ] [main      ] Fetching symbol history for NVGS...
[2025-12-04T20:58:27.294919] [DEBUG] [REMOTE    ] NVGS: Fetching historical data.
[2025-12-04T20:58:27.295684] [INFO ] [main      ] Progress: 815/970 forecasts completed (84.0%). CNQ finished in 0.6s. ETA: 26.2s. Rate: 355.37 forecasts/min
[2025-12-04T20:58:27.309386] [DEBUG] [REMOTE    ] NVGS: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:27.310779] [DEBUG] [LOCAL     ] Loaded configuration for NVGS: 5 features, N/A% accuracy
[2025-12-04T20:58:27.310845] [INFO ] [LOCAL     ] NVGS: Loaded 5 optimal features with 58.74% confidence from JSON config
[2025-12-04T20:58:27.310876] [DEBUG] [MAG       ] Building data for symbol: NVGS with lookback: 0
[2025-12-04T20:58:27.312004] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:58:27.312065] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:27.313896] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:58:27.314466] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:27.314878] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:58:27.316008] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:58:27.370539] [DEBUG] [MAG       ] AMH: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:27.391678] [DEBUG] [MAG       ] DOCS: Last date is validated at 2025-12-04
[2025-12-04T20:58:27.429712] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:27.447202] [INFO ] [LOCAL     ] AMH: Saved forecast.
[2025-12-04T20:58:27.447275] [INFO ] [main      ] AMH: Signal=1 (Conf=80.0%), Magnitude=-1.10% (Conf=52.3846%)
[2025-12-04T20:58:27.447437] [INFO ] [main      ] Fetching symbol history for WFG...
[2025-12-04T20:58:27.447480] [DEBUG] [REMOTE    ] WFG: Fetching historical data.
[2025-12-04T20:58:27.448205] [INFO ] [main      ] Progress: 816/970 forecasts completed (84.1%). AMH finished in 0.6s. ETA: 26.0s. Rate: 355.41 forecasts/min
[2025-12-04T20:58:27.459223] [DEBUG] [REMOTE    ] WFG: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:27.460354] [DEBUG] [LOCAL     ] Loaded configuration for WFG: 6 features, N/A% accuracy
[2025-12-04T20:58:27.460404] [INFO ] [LOCAL     ] WFG: Loaded 6 optimal features with 51.25% confidence from JSON config
[2025-12-04T20:58:27.460435] [DEBUG] [MAG       ] Building data for symbol: WFG with lookback: 0
[2025-12-04T20:58:27.461250] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:58:27.461310] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:27.463020] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:58:27.463532] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:27.463979] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:58:27.503799] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-04T20:58:27.505773] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-04T20:58:27.507380] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:27.556383] [DEBUG] [MAG       ] DOCS: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:27.567861] [DEBUG] [MAG       ] MORN: Last date is validated at 2025-12-04
[2025-12-04T20:58:27.674100] [INFO ] [LOCAL     ] DOCS: Saved forecast.
[2025-12-04T20:58:27.674178] [INFO ] [main      ] DOCS: Signal=1 (Conf=80.0%), Magnitude=6.70% (Conf=41.8275%)
[2025-12-04T20:58:27.674347] [INFO ] [main      ] Fetching symbol history for LDP...
[2025-12-04T20:58:27.674390] [DEBUG] [REMOTE    ] LDP: Fetching historical data.
[2025-12-04T20:58:27.675685] [INFO ] [main      ] Progress: 817/970 forecasts completed (84.2%). DOCS finished in 0.6s. ETA: 25.8s. Rate: 355.26 forecasts/min
[2025-12-04T20:58:27.686715] [DEBUG] [REMOTE    ] LDP: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:27.687741] [DEBUG] [LOCAL     ] Loaded configuration for LDP: 4 features, N/A% accuracy
[2025-12-04T20:58:27.687797] [INFO ] [LOCAL     ] LDP: Loaded 4 optimal features with 52.53% confidence from JSON config
[2025-12-04T20:58:27.687828] [DEBUG] [MAG       ] Building data for symbol: LDP with lookback: 0
[2025-12-04T20:58:27.688698] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:58:27.688770] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:27.690479] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:58:27.691028] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:58:27.729263] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-04T20:58:27.740043] [DEBUG] [MAG       ] MORN: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:27.776023] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:27.807631] [DEBUG] [MAG       ] NVGS: Last date is validated at 2025-12-04
[2025-12-04T20:58:27.843060] [DEBUG] [MAG       ] WFG: Last date is validated at 2025-12-04
[2025-12-04T20:58:27.884311] [INFO ] [LOCAL     ] MORN: Saved forecast.
[2025-12-04T20:58:27.884379] [INFO ] [main      ] MORN: Signal=1 (Conf=80.0%), Magnitude=-0.01% (Conf=45.0594%)
[2025-12-04T20:58:27.884791] [INFO ] [main      ] Fetching symbol history for CASH...
[2025-12-04T20:58:27.884844] [DEBUG] [REMOTE    ] CASH: Fetching historical data.
[2025-12-04T20:58:27.885652] [INFO ] [main      ] Progress: 818/970 forecasts completed (84.3%). MORN finished in 0.7s. ETA: 25.7s. Rate: 355.15 forecasts/min
[2025-12-04T20:58:27.897066] [DEBUG] [REMOTE    ] CASH: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:27.898147] [DEBUG] [LOCAL     ] Loaded configuration for CASH: 4 features, N/A% accuracy
[2025-12-04T20:58:27.898200] [INFO ] [LOCAL     ] CASH: Loaded 4 optimal features with 41.58% confidence from JSON config
[2025-12-04T20:58:27.898253] [DEBUG] [MAG       ] Building data for symbol: CASH with lookback: 0
[2025-12-04T20:58:27.899062] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:58:27.899126] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:27.903947] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:58:27.906361] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-04T20:58:27.907531] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-04T20:58:27.909159] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:27.983610] [DEBUG] [MAG       ] NVGS: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:28.012675] [DEBUG] [MAG       ] WFG: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:28.055751] [INFO ] [LOCAL     ] NVGS: Saved forecast.
[2025-12-04T20:58:28.055835] [INFO ] [main      ] NVGS: Signal=1 (Conf=80.0%), Magnitude=-0.52% (Conf=58.7359%)
[2025-12-04T20:58:28.056044] [INFO ] [main      ] Fetching symbol history for BTCS...
[2025-12-04T20:58:28.056091] [DEBUG] [REMOTE    ] BTCS: Fetching historical data.
[2025-12-04T20:58:28.056973] [INFO ] [main      ] Progress: 819/970 forecasts completed (84.4%). NVGS finished in 0.8s. ETA: 25.5s. Rate: 355.15 forecasts/min
[2025-12-04T20:58:28.071827] [DEBUG] [REMOTE    ] BTCS: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:28.073172] [DEBUG] [LOCAL     ] Loaded configuration for BTCS: 2 features, N/A% accuracy
[2025-12-04T20:58:28.073240] [INFO ] [LOCAL     ] BTCS: Loaded 2 optimal features with 56.06% confidence from JSON config
[2025-12-04T20:58:28.073273] [DEBUG] [MAG       ] Building data for symbol: BTCS with lookback: 0
[2025-12-04T20:58:28.074231] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:58:28.074297] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:58:28.076979] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-04T20:58:28.078307] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:28.111830] [INFO ] [LOCAL     ] WFG: Saved forecast.
[2025-12-04T20:58:28.111909] [INFO ] [main      ] WFG: Signal=1 (Conf=80.0%), Magnitude=1.31% (Conf=51.2502%)
[2025-12-04T20:58:28.112079] [INFO ] [main      ] Fetching symbol history for EXFY...
[2025-12-04T20:58:28.112016] [DEBUG] [MAG       ] LDP: Last date is validated at 2025-12-04
[2025-12-04T20:58:28.112123] [DEBUG] [REMOTE    ] EXFY: Fetching historical data.
[2025-12-04T20:58:28.113682] [INFO ] [main      ] Progress: 820/970 forecasts completed (84.5%). WFG finished in 0.7s. ETA: 25.3s. Rate: 355.44 forecasts/min
[2025-12-04T20:58:28.124479] [DEBUG] [REMOTE    ] EXFY: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:28.125264] [DEBUG] [LOCAL     ] Loaded configuration for EXFY: 1 features, N/A% accuracy
[2025-12-04T20:58:28.125316] [INFO ] [LOCAL     ] EXFY: Loaded 1 optimal features with 46.36% confidence from JSON config
[2025-12-04T20:58:28.125348] [DEBUG] [MAG       ] Building data for symbol: EXFY with lookback: 0
[2025-12-04T20:58:28.126154] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-04T20:58:28.126209] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:58:28.126994] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:28.263353] [DEBUG] [MAG       ] CASH: Last date is validated at 2025-12-04
[2025-12-04T20:58:28.336345] [DEBUG] [MAG       ] LDP: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:28.397458] [INFO ] [LOCAL     ] LDP: Saved forecast.
[2025-12-04T20:58:28.397537] [INFO ] [main      ] LDP: Signal=1 (Conf=80.0%), Magnitude=0.19% (Conf=52.5301%)
[2025-12-04T20:58:28.397902] [INFO ] [main      ] Fetching symbol history for PCM...
[2025-12-04T20:58:28.397951] [DEBUG] [REMOTE    ] PCM: Fetching historical data.
[2025-12-04T20:58:28.398658] [INFO ] [main      ] Progress: 821/970 forecasts completed (84.6%). LDP finished in 0.7s. ETA: 25.2s. Rate: 355.14 forecasts/min
[2025-12-04T20:58:28.410010] [DEBUG] [REMOTE    ] PCM: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:28.411104] [DEBUG] [LOCAL     ] Loaded configuration for PCM: 12 features, N/A% accuracy
[2025-12-04T20:58:28.411155] [INFO ] [LOCAL     ] PCM: Loaded 12 optimal features with 45.84% confidence from JSON config
[2025-12-04T20:58:28.411186] [DEBUG] [MAG       ] Building data for symbol: PCM with lookback: 0
[2025-12-04T20:58:28.412000] [DEBUG] [FEATURES  ] DataBuilder: Executing 12 feature methods.
[2025-12-04T20:58:28.412062] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:28.413759] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:58:28.414265] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:28.414667] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:58:28.415511] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:58:28.417854] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-04T20:58:28.433675] [DEBUG] [MAG       ] CASH: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:28.434948] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:58:28.435466] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:58:28.436529] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:58:28.438143] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:58:28.439178] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:58:28.439856] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-04T20:58:28.439934] [DEBUG] [MAG       ] BTCS: Last date is validated at 2025-12-04
[2025-12-04T20:58:28.440542] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:28.469137] [DEBUG] [MAG       ] EXFY: Last date is validated at 2025-12-04
[2025-12-04T20:58:28.538993] [INFO ] [LOCAL     ] CASH: Saved forecast.
[2025-12-04T20:58:28.539088] [INFO ] [main      ] CASH: Signal=1 (Conf=80.0%), Magnitude=4.27% (Conf=41.5827%)
[2025-12-04T20:58:28.539769] [INFO ] [main      ] Fetching symbol history for DPZ...
[2025-12-04T20:58:28.539825] [DEBUG] [REMOTE    ] DPZ: Fetching historical data.
[2025-12-04T20:58:28.540673] [INFO ] [main      ] Progress: 822/970 forecasts completed (84.7%). CASH finished in 0.7s. ETA: 25.0s. Rate: 355.21 forecasts/min
[2025-12-04T20:58:28.554453] [DEBUG] [REMOTE    ] DPZ: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:28.556010] [DEBUG] [LOCAL     ] Loaded configuration for DPZ: 8 features, N/A% accuracy
[2025-12-04T20:58:28.556068] [INFO ] [LOCAL     ] DPZ: Loaded 8 optimal features with 63.50% confidence from JSON config
[2025-12-04T20:58:28.556101] [DEBUG] [MAG       ] Building data for symbol: DPZ with lookback: 0
[2025-12-04T20:58:28.557267] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-04T20:58:28.557340] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:28.562740] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:58:28.563654] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:58:28.566177] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-04T20:58:28.567076] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:28.569248] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:58:28.569855] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:58:28.571126] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-04T20:58:28.573287] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:28.620527] [DEBUG] [MAG       ] BTCS: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:28.638864] [DEBUG] [MAG       ] EXFY: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:28.691132] [INFO ] [LOCAL     ] EXFY: Saved forecast.
[2025-12-04T20:58:28.691209] [INFO ] [main      ] EXFY: Signal=1 (Conf=80.0%), Magnitude=2.20% (Conf=46.3596%)
[2025-12-04T20:58:28.691532] [INFO ] [main      ] Fetching symbol history for GLUE...
[2025-12-04T20:58:28.691595] [DEBUG] [REMOTE    ] GLUE: Fetching historical data.
[2025-12-04T20:58:28.692415] [INFO ] [main      ] Progress: 823/970 forecasts completed (84.8%). EXFY finished in 0.6s. ETA: 24.8s. Rate: 355.25 forecasts/min
[2025-12-04T20:58:28.695849] [INFO ] [LOCAL     ] BTCS: Saved forecast.
[2025-12-04T20:58:28.695941] [INFO ] [main      ] BTCS: Signal=1 (Conf=80.0%), Magnitude=8.96% (Conf=56.0595%)
[2025-12-04T20:58:28.696437] [INFO ] [main      ] Fetching symbol history for GGAL...
[2025-12-04T20:58:28.696495] [DEBUG] [REMOTE    ] GGAL: Fetching historical data.
[2025-12-04T20:58:28.696623] [INFO ] [main      ] Progress: 824/970 forecasts completed (84.9%). BTCS finished in 0.6s. ETA: 24.6s. Rate: 355.67 forecasts/min
[2025-12-04T20:58:28.705084] [DEBUG] [REMOTE    ] GLUE: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:28.706367] [DEBUG] [LOCAL     ] Loaded configuration for GLUE: 4 features, N/A% accuracy
[2025-12-04T20:58:28.706420] [INFO ] [LOCAL     ] GLUE: Loaded 4 optimal features with 47.16% confidence from JSON config
[2025-12-04T20:58:28.706464] [DEBUG] [MAG       ] Building data for symbol: GLUE with lookback: 0
[2025-12-04T20:58:28.707447] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:58:28.707504] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:28.709385] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:58:28.709974] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:58:28.710404] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:28.710803] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:28.711353] [DEBUG] [REMOTE    ] GGAL: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:28.712563] [DEBUG] [LOCAL     ] Loaded configuration for GGAL: 5 features, N/A% accuracy
[2025-12-04T20:58:28.712648] [INFO ] [LOCAL     ] GGAL: Loaded 5 optimal features with 53.09% confidence from JSON config
[2025-12-04T20:58:28.712689] [DEBUG] [MAG       ] Building data for symbol: GGAL with lookback: 0
[2025-12-04T20:58:28.713666] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:58:28.713731] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:28.718903] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:28.720988] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:58:28.721522] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-04T20:58:28.723077] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:58:28.724774] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:28.776032] [DEBUG] [MAG       ] PCM: Last date is validated at 2025-12-04
[2025-12-04T20:58:28.941331] [DEBUG] [MAG       ] PCM: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:29.005978] [INFO ] [LOCAL     ] PCM: Saved forecast.
[2025-12-04T20:58:29.006052] [INFO ] [main      ] PCM: Signal=1 (Conf=80.0%), Magnitude=0.24% (Conf=45.835%)
[2025-12-04T20:58:29.006216] [INFO ] [main      ] Fetching symbol history for SHG...
[2025-12-04T20:58:29.006261] [DEBUG] [REMOTE    ] SHG: Fetching historical data.
[2025-12-04T20:58:29.007250] [INFO ] [main      ] Progress: 825/970 forecasts completed (85.1%). PCM finished in 0.6s. ETA: 24.5s. Rate: 355.31 forecasts/min
[2025-12-04T20:58:29.017841] [DEBUG] [REMOTE    ] SHG: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:29.019838] [DEBUG] [LOCAL     ] Loaded configuration for SHG: 3 features, N/A% accuracy
[2025-12-04T20:58:29.019894] [INFO ] [LOCAL     ] SHG: Loaded 3 optimal features with 51.08% confidence from JSON config
[2025-12-04T20:58:29.019927] [DEBUG] [MAG       ] Building data for symbol: SHG with lookback: 0
[2025-12-04T20:58:29.020761] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:58:29.020819] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:29.026179] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:58:29.027162] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:58:29.044845] [DEBUG] [MAG       ] GLUE: Last date is validated at 2025-12-04
[2025-12-04T20:58:29.057335] [DEBUG] [MAG       ] DPZ: Last date is validated at 2025-12-04
[2025-12-04T20:58:29.066839] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:29.098201] [DEBUG] [MAG       ] GGAL: Last date is validated at 2025-12-04
[2025-12-04T20:58:29.211084] [DEBUG] [MAG       ] GLUE: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:29.221520] [DEBUG] [MAG       ] DPZ: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:29.274376] [DEBUG] [MAG       ] GGAL: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:29.286280] [INFO ] [LOCAL     ] GLUE: Saved forecast.
[2025-12-04T20:58:29.286353] [INFO ] [main      ] GLUE: Signal=1 (Conf=80.0%), Magnitude=10.56% (Conf=47.1573%)
[2025-12-04T20:58:29.286526] [INFO ] [main      ] Fetching symbol history for ALEC...
[2025-12-04T20:58:29.286584] [DEBUG] [REMOTE    ] ALEC: Fetching historical data.
[2025-12-04T20:58:29.287410] [INFO ] [main      ] Progress: 826/970 forecasts completed (85.2%). GLUE finished in 0.6s. ETA: 24.3s. Rate: 355.03 forecasts/min
[2025-12-04T20:58:29.298346] [DEBUG] [REMOTE    ] ALEC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:29.299302] [DEBUG] [LOCAL     ] Loaded configuration for ALEC: 9 features, N/A% accuracy
[2025-12-04T20:58:29.299351] [INFO ] [LOCAL     ] ALEC: Loaded 9 optimal features with 52.15% confidence from JSON config
[2025-12-04T20:58:29.299381] [DEBUG] [MAG       ] Building data for symbol: ALEC with lookback: 0
[2025-12-04T20:58:29.300185] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-04T20:58:29.300244] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:29.301927] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:58:29.302427] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:58:29.302878] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:29.303257] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:58:29.360740] [INFO ] [LOCAL     ] DPZ: Saved forecast.
[2025-12-04T20:58:29.360809] [INFO ] [main      ] DPZ: Signal=1 (Conf=80.0%), Magnitude=-1.22% (Conf=63.5038%)
[2025-12-04T20:58:29.360965] [INFO ] [main      ] Fetching symbol history for MAS...
[2025-12-04T20:58:29.361008] [DEBUG] [REMOTE    ] MAS: Fetching historical data.
[2025-12-04T20:58:29.361678] [INFO ] [main      ] Progress: 827/970 forecasts completed (85.3%). DPZ finished in 0.8s. ETA: 24.2s. Rate: 355.27 forecasts/min
[2025-12-04T20:58:29.372359] [DEBUG] [REMOTE    ] MAS: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:29.373480] [DEBUG] [LOCAL     ] Loaded configuration for MAS: 2 features, N/A% accuracy
[2025-12-04T20:58:29.373533] [INFO ] [LOCAL     ] MAS: Loaded 2 optimal features with 60.71% confidence from JSON config
[2025-12-04T20:58:29.373564] [DEBUG] [MAG       ] Building data for symbol: MAS with lookback: 0
[2025-12-04T20:58:29.374368] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:58:29.374424] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:58:29.375281] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-04T20:58:29.376296] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:29.391739] [INFO ] [LOCAL     ] GGAL: Saved forecast.
[2025-12-04T20:58:29.391831] [INFO ] [main      ] GGAL: Signal=1 (Conf=80.0%), Magnitude=-6.69% (Conf=53.089%)
[2025-12-04T20:58:29.392056] [INFO ] [main      ] Fetching symbol history for SITC...
[2025-12-04T20:58:29.392105] [DEBUG] [REMOTE    ] SITC: Fetching historical data.
[2025-12-04T20:58:29.393671] [INFO ] [main      ] Progress: 828/970 forecasts completed (85.4%). GGAL finished in 0.7s. ETA: 24.0s. Rate: 355.62 forecasts/min
[2025-12-04T20:58:29.395726] [DEBUG] [MAG       ] SHG: Last date is validated at 2025-12-04
[2025-12-04T20:58:29.407395] [DEBUG] [REMOTE    ] SITC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:29.408611] [DEBUG] [LOCAL     ] Loaded configuration for SITC: 6 features, N/A% accuracy
[2025-12-04T20:58:29.408673] [INFO ] [LOCAL     ] SITC: Loaded 6 optimal features with 49.03% confidence from JSON config
[2025-12-04T20:58:29.408707] [DEBUG] [MAG       ] Building data for symbol: SITC with lookback: 0
[2025-12-04T20:58:29.409942] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:58:29.410037] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:29.412023] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:58:29.412639] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:29.413070] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:58:29.413837] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:58:29.415767] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:58:29.414023] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:58:29.422876] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:58:29.454910] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-04T20:58:29.455712] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-04T20:58:29.457252] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:29.463391] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:29.559203] [DEBUG] [MAG       ] SHG: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:29.639635] [INFO ] [LOCAL     ] SHG: Saved forecast.
[2025-12-04T20:58:29.639705] [INFO ] [main      ] SHG: Signal=1 (Conf=80.0%), Magnitude=0.06% (Conf=51.0819%)
[2025-12-04T20:58:29.640043] [INFO ] [main      ] Fetching symbol history for SGRY...
[2025-12-04T20:58:29.640095] [DEBUG] [REMOTE    ] SGRY: Fetching historical data.
[2025-12-04T20:58:29.640666] [INFO ] [main      ] Progress: 829/970 forecasts completed (85.5%). SHG finished in 0.6s. ETA: 23.8s. Rate: 355.42 forecasts/min
[2025-12-04T20:58:29.652071] [DEBUG] [REMOTE    ] SGRY: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:29.653327] [DEBUG] [LOCAL     ] Loaded configuration for SGRY: 3 features, N/A% accuracy
[2025-12-04T20:58:29.653396] [INFO ] [LOCAL     ] SGRY: Loaded 3 optimal features with 51.97% confidence from JSON config
[2025-12-04T20:58:29.653443] [DEBUG] [MAG       ] Building data for symbol: SGRY with lookback: 0
[2025-12-04T20:58:29.654331] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:58:29.654390] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:29.659267] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:58:29.661878] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-04T20:58:29.702036] [DEBUG] [MAG       ] MAS: Last date is validated at 2025-12-04
[2025-12-04T20:58:29.712503] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:29.796087] [DEBUG] [MAG       ] ALEC: Last date is validated at 2025-12-04
[2025-12-04T20:58:29.832603] [DEBUG] [MAG       ] SITC: Last date is validated at 2025-12-04
[2025-12-04T20:58:29.864380] [DEBUG] [MAG       ] MAS: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:29.951485] [INFO ] [LOCAL     ] MAS: Saved forecast.
[2025-12-04T20:58:29.951555] [INFO ] [main      ] MAS: Signal=1 (Conf=80.0%), Magnitude=1.71% (Conf=60.7078%)
[2025-12-04T20:58:29.951932] [INFO ] [main      ] Fetching symbol history for RAY...
[2025-12-04T20:58:29.951982] [DEBUG] [REMOTE    ] RAY: Fetching historical data.
[2025-12-04T20:58:29.952657] [INFO ] [main      ] Progress: 830/970 forecasts completed (85.6%). MAS finished in 0.6s. ETA: 23.7s. Rate: 355.05 forecasts/min
[2025-12-04T20:58:29.960157] [DEBUG] [MAG       ] ALEC: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:29.963472] [DEBUG] [REMOTE    ] RAY: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:29.964609] [DEBUG] [LOCAL     ] Loaded configuration for RAY: 5 features, N/A% accuracy
[2025-12-04T20:58:29.964660] [INFO ] [LOCAL     ] RAY: Loaded 5 optimal features with 42.38% confidence from JSON config
[2025-12-04T20:58:29.964691] [DEBUG] [MAG       ] Building data for symbol: RAY with lookback: 0
[2025-12-04T20:58:29.965490] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:58:29.965552] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:29.967253] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:58:29.967787] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:29.968159] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:58:29.968920] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:58:29.969744] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:30.005405] [DEBUG] [MAG       ] SITC: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:30.025593] [INFO ] [LOCAL     ] ALEC: Saved forecast.
[2025-12-04T20:58:30.025668] [INFO ] [main      ] ALEC: Signal=1 (Conf=80.0%), Magnitude=6.86% (Conf=52.1505%)
[2025-12-04T20:58:30.025992] [INFO ] [main      ] Fetching symbol history for VERA...
[2025-12-04T20:58:30.026041] [DEBUG] [REMOTE    ] VERA: Fetching historical data.
[2025-12-04T20:58:30.026872] [INFO ] [main      ] Progress: 831/970 forecasts completed (85.7%). ALEC finished in 0.7s. ETA: 23.5s. Rate: 355.29 forecasts/min
[2025-12-04T20:58:30.038033] [DEBUG] [REMOTE    ] VERA: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:30.039138] [DEBUG] [LOCAL     ] Loaded configuration for VERA: 4 features, N/A% accuracy
[2025-12-04T20:58:30.039193] [INFO ] [LOCAL     ] VERA: Loaded 4 optimal features with 46.90% confidence from JSON config
[2025-12-04T20:58:30.039224] [DEBUG] [MAG       ] Building data for symbol: VERA with lookback: 0
[2025-12-04T20:58:30.040041] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:58:30.040099] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:58:30.040960] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:58:30.050857] [DEBUG] [MAG       ] SGRY: Last date is validated at 2025-12-04
[2025-12-04T20:58:30.077246] [INFO ] [LOCAL     ] SITC: Saved forecast.
[2025-12-04T20:58:30.077332] [INFO ] [main      ] SITC: Signal=1 (Conf=80.0%), Magnitude=2.97% (Conf=49.0317%)
[2025-12-04T20:58:30.077810] [INFO ] [main      ] Fetching symbol history for PYXS...
[2025-12-04T20:58:30.077865] [DEBUG] [REMOTE    ] PYXS: Fetching historical data.
[2025-12-04T20:58:30.078687] [INFO ] [main      ] Progress: 832/970 forecasts completed (85.8%). SITC finished in 0.7s. ETA: 23.3s. Rate: 355.59 forecasts/min
[2025-12-04T20:58:30.079893] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-04T20:58:30.081085] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-04T20:58:30.091821] [DEBUG] [REMOTE    ] PYXS: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:30.093174] [DEBUG] [LOCAL     ] Loaded configuration for PYXS: 4 features, N/A% accuracy
[2025-12-04T20:58:30.093240] [INFO ] [LOCAL     ] PYXS: Loaded 4 optimal features with 59.58% confidence from JSON config
[2025-12-04T20:58:30.093271] [DEBUG] [MAG       ] Building data for symbol: PYXS with lookback: 0
[2025-12-04T20:58:30.094483] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:58:30.094563] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:30.096492] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:58:30.097088] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:30.097494] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-04T20:58:30.098463] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:30.098974] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:30.215455] [DEBUG] [MAG       ] SGRY: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:30.296944] [DEBUG] [MAG       ] RAY: Last date is validated at 2025-12-04
[2025-12-04T20:58:30.299235] [INFO ] [LOCAL     ] SGRY: Saved forecast.
[2025-12-04T20:58:30.299303] [INFO ] [main      ] SGRY: Signal=1 (Conf=80.0%), Magnitude=0.80% (Conf=51.9667%)
[2025-12-04T20:58:30.299742] [INFO ] [main      ] Fetching symbol history for BCYC...
[2025-12-04T20:58:30.299794] [DEBUG] [REMOTE    ] BCYC: Fetching historical data.
[2025-12-04T20:58:30.300569] [INFO ] [main      ] Progress: 833/970 forecasts completed (85.9%). SGRY finished in 0.7s. ETA: 23.1s. Rate: 355.46 forecasts/min
[2025-12-04T20:58:30.311324] [DEBUG] [REMOTE    ] BCYC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:30.312481] [DEBUG] [LOCAL     ] Loaded configuration for BCYC: 3 features, N/A% accuracy
[2025-12-04T20:58:30.312540] [INFO ] [LOCAL     ] BCYC: Loaded 3 optimal features with 40.72% confidence from JSON config
[2025-12-04T20:58:30.312597] [DEBUG] [MAG       ] Building data for symbol: BCYC with lookback: 0
[2025-12-04T20:58:30.313373] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:58:30.313429] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:30.318092] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:30.319888] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:58:30.320350] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:30.433540] [DEBUG] [MAG       ] VERA: Last date is validated at 2025-12-04
[2025-12-04T20:58:30.449171] [DEBUG] [MAG       ] PYXS: Last date is validated at 2025-12-04
[2025-12-04T20:58:30.461427] [DEBUG] [MAG       ] RAY: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:30.603672] [INFO ] [LOCAL     ] RAY: Saved forecast.
[2025-12-04T20:58:30.603925] [INFO ] [main      ] RAY: Signal=1 (Conf=80.0%), Magnitude=-20.93% (Conf=42.3847%)
[2025-12-04T20:58:30.603984] [DEBUG] [MAG       ] VERA: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:30.604278] [INFO ] [main      ] Fetching symbol history for METD...
[2025-12-04T20:58:30.604327] [DEBUG] [REMOTE    ] METD: Fetching historical data.
[2025-12-04T20:58:30.604659] [INFO ] [main      ] Progress: 834/970 forecasts completed (86.0%). RAY finished in 0.7s. ETA: 23.0s. Rate: 355.11 forecasts/min
[2025-12-04T20:58:30.616412] [DEBUG] [REMOTE    ] METD: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:30.617387] [DEBUG] [LOCAL     ] Loaded configuration for METD: 7 features, N/A% accuracy
[2025-12-04T20:58:30.617441] [INFO ] [LOCAL     ] METD: Loaded 7 optimal features with 57.34% confidence from JSON config
[2025-12-04T20:58:30.617472] [DEBUG] [MAG       ] Building data for symbol: METD with lookback: 0
[2025-12-04T20:58:30.618311] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-04T20:58:30.618370] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:58:30.619083] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:58:30.619921] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-04T20:58:30.620916] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-04T20:58:30.621669] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-04T20:58:30.622858] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-04T20:58:30.623849] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-04T20:58:30.627619] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:30.629092] [DEBUG] [MAG       ] PYXS: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:30.653298] [DEBUG] [MAG       ] BCYC: Last date is validated at 2025-12-04
[2025-12-04T20:58:30.695122] [INFO ] [LOCAL     ] PYXS: Saved forecast.
[2025-12-04T20:58:30.695198] [INFO ] [main      ] PYXS: Signal=1 (Conf=80.0%), Magnitude=13.04% (Conf=59.5846%)
[2025-12-04T20:58:30.695370] [INFO ] [main      ] Fetching symbol history for KHC...
[2025-12-04T20:58:30.695414] [DEBUG] [REMOTE    ] KHC: Fetching historical data.
[2025-12-04T20:58:30.697651] [INFO ] [main      ] Progress: 835/970 forecasts completed (86.1%). PYXS finished in 0.6s. ETA: 22.8s. Rate: 355.31 forecasts/min
[2025-12-04T20:58:30.709029] [INFO ] [LOCAL     ] VERA: Saved forecast.
[2025-12-04T20:58:30.709105] [INFO ] [main      ] VERA: Signal=1 (Conf=80.0%), Magnitude=-2.18% (Conf=46.9002%)
[2025-12-04T20:58:30.709460] [INFO ] [main      ] Fetching symbol history for CDP...
[2025-12-04T20:58:30.709508] [DEBUG] [REMOTE    ] CDP: Fetching historical data.
[2025-12-04T20:58:30.709618] [INFO ] [main      ] Progress: 836/970 forecasts completed (86.2%). VERA finished in 0.7s. ETA: 22.6s. Rate: 355.70 forecasts/min
[2025-12-04T20:58:30.711647] [DEBUG] [REMOTE    ] KHC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:30.712789] [DEBUG] [LOCAL     ] Loaded configuration for KHC: 8 features, N/A% accuracy
[2025-12-04T20:58:30.712848] [INFO ] [LOCAL     ] KHC: Loaded 8 optimal features with 64.39% confidence from JSON config
[2025-12-04T20:58:30.712880] [DEBUG] [MAG       ] Building data for symbol: KHC with lookback: 0
[2025-12-04T20:58:30.713878] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-04T20:58:30.713943] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:30.715779] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:58:30.716364] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:58:30.716830] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:30.717225] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:58:30.718041] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:58:30.720964] [DEBUG] [REMOTE    ] CDP: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:30.721863] [DEBUG] [LOCAL     ] Loaded configuration for CDP: 7 features, N/A% accuracy
[2025-12-04T20:58:30.721918] [INFO ] [LOCAL     ] CDP: Loaded 7 optimal features with 48.81% confidence from JSON config
[2025-12-04T20:58:30.721948] [DEBUG] [MAG       ] Building data for symbol: CDP with lookback: 0
[2025-12-04T20:58:30.722739] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-04T20:58:30.722799] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:30.727453] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:30.729243] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:58:30.729735] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:30.730111] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:58:30.731084] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-04T20:58:30.732166] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-04T20:58:30.734857] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:30.822978] [DEBUG] [MAG       ] BCYC: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:30.826189] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:58:30.865702] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-04T20:58:30.904199] [INFO ] [LOCAL     ] BCYC: Saved forecast.
[2025-12-04T20:58:30.904273] [INFO ] [main      ] BCYC: Signal=1 (Conf=80.0%), Magnitude=10.52% (Conf=40.7198%)
[2025-12-04T20:58:30.904444] [INFO ] [main      ] Fetching symbol history for USMC...
[2025-12-04T20:58:30.904488] [DEBUG] [REMOTE    ] USMC: Fetching historical data.
[2025-12-04T20:58:30.905217] [INFO ] [main      ] Progress: 837/970 forecasts completed (86.3%). BCYC finished in 0.6s. ETA: 22.4s. Rate: 355.63 forecasts/min
[2025-12-04T20:58:30.916269] [DEBUG] [REMOTE    ] USMC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:30.917282] [DEBUG] [LOCAL     ] Loaded configuration for USMC: 3 features, N/A% accuracy
[2025-12-04T20:58:30.917338] [INFO ] [LOCAL     ] USMC: Loaded 3 optimal features with 54.33% confidence from JSON config
[2025-12-04T20:58:30.917733] [DEBUG] [MAG       ] Building data for symbol: USMC with lookback: 0
[2025-12-04T20:58:30.918567] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:58:30.918660] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:30.920360] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:58:30.920907] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:58:30.921681] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:30.945902] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:30.955927] [DEBUG] [MAG       ] METD: Last date is validated at 2025-12-04
[2025-12-04T20:58:31.064220] [DEBUG] [MAG       ] CDP: Last date is validated at 2025-12-04
[2025-12-04T20:58:31.118985] [DEBUG] [MAG       ] METD: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:31.191231] [INFO ] [LOCAL     ] METD: Saved forecast.
[2025-12-04T20:58:31.191304] [INFO ] [main      ] METD: Signal=1 (Conf=80.0%), Magnitude=-2.37% (Conf=57.3354%)
[2025-12-04T20:58:31.191466] [INFO ] [main      ] Fetching symbol history for PAM...
[2025-12-04T20:58:31.191508] [DEBUG] [REMOTE    ] PAM: Fetching historical data.
[2025-12-04T20:58:31.192611] [INFO ] [main      ] Progress: 838/970 forecasts completed (86.4%). METD finished in 0.6s. ETA: 22.3s. Rate: 355.33 forecasts/min
[2025-12-04T20:58:31.202965] [DEBUG] [REMOTE    ] PAM: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:31.203902] [DEBUG] [LOCAL     ] Loaded configuration for PAM: 10 features, N/A% accuracy
[2025-12-04T20:58:31.203953] [INFO ] [LOCAL     ] PAM: Loaded 10 optimal features with 54.39% confidence from JSON config
[2025-12-04T20:58:31.203983] [DEBUG] [MAG       ] Building data for symbol: PAM with lookback: 0
[2025-12-04T20:58:31.204781] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-04T20:58:31.204842] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:31.206464] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:58:31.206976] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:58:31.207391] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:31.207786] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:58:31.229243] [DEBUG] [MAG       ] CDP: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:31.256345] [DEBUG] [MAG       ] USMC: Last date is validated at 2025-12-04
[2025-12-04T20:58:31.312769] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-04T20:58:31.314525] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:58:31.315555] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:58:31.316237] [DEBUG] [MAG       ] KHC: Last date is validated at 2025-12-04
[2025-12-04T20:58:31.317222] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:58:31.318241] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:58:31.318895] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:31.378737] [INFO ] [LOCAL     ] CDP: Saved forecast.
[2025-12-04T20:58:31.378809] [INFO ] [main      ] CDP: Signal=1 (Conf=80.0%), Magnitude=0.21% (Conf=48.8144%)
[2025-12-04T20:58:31.378973] [INFO ] [main      ] Fetching symbol history for VITL...
[2025-12-04T20:58:31.379015] [DEBUG] [REMOTE    ] VITL: Fetching historical data.
[2025-12-04T20:58:31.380350] [INFO ] [main      ] Progress: 839/970 forecasts completed (86.5%). CDP finished in 0.7s. ETA: 22.1s. Rate: 355.29 forecasts/min
[2025-12-04T20:58:31.391372] [DEBUG] [REMOTE    ] VITL: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:31.392536] [DEBUG] [LOCAL     ] Loaded configuration for VITL: 9 features, N/A% accuracy
[2025-12-04T20:58:31.392612] [INFO ] [LOCAL     ] VITL: Loaded 9 optimal features with 54.70% confidence from JSON config
[2025-12-04T20:58:31.392644] [DEBUG] [MAG       ] Building data for symbol: VITL with lookback: 0
[2025-12-04T20:58:31.393444] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-04T20:58:31.393504] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:58:31.395096] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-04T20:58:31.421600] [DEBUG] [MAG       ] USMC: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:31.471098] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-04T20:58:31.474365] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:31.476067] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:58:31.476541] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:58:31.477569] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:58:31.479212] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:58:31.480207] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:58:31.480921] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:31.497432] [INFO ] [LOCAL     ] USMC: Saved forecast.
[2025-12-04T20:58:31.497501] [INFO ] [main      ] USMC: Signal=1 (Conf=80.0%), Magnitude=0.26% (Conf=54.3258%)
[2025-12-04T20:58:31.497700] [INFO ] [main      ] Fetching symbol history for BYSI...
[2025-12-04T20:58:31.497748] [DEBUG] [REMOTE    ] BYSI: Fetching historical data.
[2025-12-04T20:58:31.498795] [INFO ] [main      ] Progress: 840/970 forecasts completed (86.6%). USMC finished in 0.6s. ETA: 21.9s. Rate: 355.41 forecasts/min
[2025-12-04T20:58:31.499197] [DEBUG] [MAG       ] KHC: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:31.508918] [DEBUG] [REMOTE    ] BYSI: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:31.510032] [DEBUG] [LOCAL     ] Loaded configuration for BYSI: 5 features, N/A% accuracy
[2025-12-04T20:58:31.510205] [INFO ] [LOCAL     ] BYSI: Loaded 5 optimal features with 54.14% confidence from JSON config
[2025-12-04T20:58:31.510243] [DEBUG] [MAG       ] Building data for symbol: BYSI with lookback: 0
[2025-12-04T20:58:31.511519] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:58:31.511602] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:31.513386] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:58:31.513954] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:31.514354] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:58:31.516850] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:58:31.518526] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:31.580087] [INFO ] [LOCAL     ] KHC: Saved forecast.
[2025-12-04T20:58:31.580176] [INFO ] [main      ] KHC: Signal=1 (Conf=80.0%), Magnitude=-1.03% (Conf=64.3854%)
[2025-12-04T20:58:31.580391] [INFO ] [main      ] Fetching symbol history for AIQ...
[2025-12-04T20:58:31.580439] [DEBUG] [REMOTE    ] AIQ: Fetching historical data.
[2025-12-04T20:58:31.582674] [INFO ] [main      ] Progress: 841/970 forecasts completed (86.7%). KHC finished in 0.9s. ETA: 21.8s. Rate: 355.63 forecasts/min
[2025-12-04T20:58:31.595455] [DEBUG] [REMOTE    ] AIQ: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:31.596710] [DEBUG] [LOCAL     ] Loaded configuration for AIQ: 5 features, N/A% accuracy
[2025-12-04T20:58:31.596771] [INFO ] [LOCAL     ] AIQ: Loaded 5 optimal features with 52.40% confidence from JSON config
[2025-12-04T20:58:31.596803] [DEBUG] [MAG       ] Building data for symbol: AIQ with lookback: 0
[2025-12-04T20:58:31.597753] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:58:31.597815] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:31.602953] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:31.604914] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:58:31.605417] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:31.605831] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-04T20:58:31.607952] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:31.657438] [DEBUG] [MAG       ] PAM: Last date is validated at 2025-12-04
[2025-12-04T20:58:31.832694] [DEBUG] [MAG       ] VITL: Last date is validated at 2025-12-04
[2025-12-04T20:58:31.836752] [DEBUG] [MAG       ] PAM: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:31.851978] [DEBUG] [MAG       ] BYSI: Last date is validated at 2025-12-04
[2025-12-04T20:58:31.977008] [DEBUG] [MAG       ] AIQ: Last date is validated at 2025-12-04
[2025-12-04T20:58:31.977828] [INFO ] [LOCAL     ] PAM: Saved forecast.
[2025-12-04T20:58:31.977888] [INFO ] [main      ] PAM: Signal=1 (Conf=80.0%), Magnitude=0.26% (Conf=54.3903%)
[2025-12-04T20:58:31.978286] [INFO ] [main      ] Fetching symbol history for RFM...
[2025-12-04T20:58:31.978339] [DEBUG] [REMOTE    ] RFM: Fetching historical data.
[2025-12-04T20:58:31.978659] [INFO ] [main      ] Progress: 842/970 forecasts completed (86.8%). PAM finished in 0.8s. ETA: 21.6s. Rate: 355.06 forecasts/min
[2025-12-04T20:58:31.994798] [DEBUG] [REMOTE    ] RFM: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:31.996445] [DEBUG] [LOCAL     ] Loaded configuration for RFM: 7 features, N/A% accuracy
[2025-12-04T20:58:31.996531] [INFO ] [LOCAL     ] RFM: Loaded 7 optimal features with 50.50% confidence from JSON config
[2025-12-04T20:58:31.996622] [DEBUG] [MAG       ] Building data for symbol: RFM with lookback: 0
[2025-12-04T20:58:31.998011] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-04T20:58:31.998085] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:32.003972] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:32.006521] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:58:32.007207] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:32.007667] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:58:32.020682] [DEBUG] [MAG       ] VITL: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:32.024719] [DEBUG] [MAG       ] BYSI: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:32.083871] [INFO ] [LOCAL     ] BYSI: Saved forecast.
[2025-12-04T20:58:32.083948] [INFO ] [main      ] BYSI: Signal=1 (Conf=80.0%), Magnitude=0.82% (Conf=54.1368%)
[2025-12-04T20:58:32.084334] [INFO ] [main      ] Progress: 843/970 forecasts completed (86.9%). BYSI finished in 0.6s. ETA: 21.5s. Rate: 355.22 forecasts/min
[2025-12-04T20:58:32.084474] [INFO ] [main      ] Fetching symbol history for CMG...
[2025-12-04T20:58:32.084528] [DEBUG] [REMOTE    ] CMG: Fetching historical data.
[2025-12-04T20:58:32.097166] [DEBUG] [REMOTE    ] CMG: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:32.098317] [DEBUG] [LOCAL     ] Loaded configuration for CMG: 2 features, N/A% accuracy
[2025-12-04T20:58:32.098380] [INFO ] [LOCAL     ] CMG: Loaded 2 optimal features with 51.98% confidence from JSON config
[2025-12-04T20:58:32.098413] [DEBUG] [MAG       ] Building data for symbol: CMG with lookback: 0
[2025-12-04T20:58:32.099373] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:58:32.099433] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:32.104966] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-04T20:58:32.106387] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:32.127264] [INFO ] [LOCAL     ] VITL: Saved forecast.
[2025-12-04T20:58:32.127340] [INFO ] [main      ] VITL: Signal=1 (Conf=80.0%), Magnitude=1.51% (Conf=54.7011%)
[2025-12-04T20:58:32.127764] [INFO ] [main      ] Progress: 844/970 forecasts completed (87.0%). VITL finished in 0.7s. ETA: 21.3s. Rate: 355.53 forecasts/min
[2025-12-04T20:58:32.127899] [INFO ] [main      ] Fetching symbol history for ASIX...
[2025-12-04T20:58:32.127944] [DEBUG] [REMOTE    ] ASIX: Fetching historical data.
[2025-12-04T20:58:32.128425] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-04T20:58:32.130891] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:58:32.132155] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:32.142051] [DEBUG] [REMOTE    ] ASIX: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:32.143232] [DEBUG] [LOCAL     ] Loaded configuration for ASIX: 4 features, N/A% accuracy
[2025-12-04T20:58:32.143293] [INFO ] [LOCAL     ] ASIX: Loaded 4 optimal features with 39.06% confidence from JSON config
[2025-12-04T20:58:32.143325] [DEBUG] [MAG       ] Building data for symbol: ASIX with lookback: 0
[2025-12-04T20:58:32.144339] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:58:32.144402] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:32.150073] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:32.152291] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:58:32.152866] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:58:32.153728] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:32.163704] [DEBUG] [MAG       ] AIQ: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:32.254251] [INFO ] [LOCAL     ] AIQ: Saved forecast.
[2025-12-04T20:58:32.254324] [INFO ] [main      ] AIQ: Signal=1 (Conf=80.0%), Magnitude=0.94% (Conf=52.4036%)
[2025-12-04T20:58:32.254706] [INFO ] [main      ] Fetching symbol history for ECX...
[2025-12-04T20:58:32.254759] [DEBUG] [REMOTE    ] ECX: Fetching historical data.
[2025-12-04T20:58:32.256657] [INFO ] [main      ] Progress: 845/970 forecasts completed (87.1%). AIQ finished in 0.7s. ETA: 21.1s. Rate: 355.63 forecasts/min
[2025-12-04T20:58:32.270269] [DEBUG] [REMOTE    ] ECX: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:32.271647] [DEBUG] [LOCAL     ] Loaded configuration for ECX: 14 features, N/A% accuracy
[2025-12-04T20:58:32.271713] [INFO ] [LOCAL     ] ECX: Loaded 14 optimal features with 59.98% confidence from JSON config
[2025-12-04T20:58:32.271748] [DEBUG] [MAG       ] Building data for symbol: ECX with lookback: 0
[2025-12-04T20:58:32.272893] [DEBUG] [FEATURES  ] DataBuilder: Executing 14 feature methods.
[2025-12-04T20:58:32.272987] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:32.275342] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:58:32.276043] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:32.276488] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:58:32.424301] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-04T20:58:32.426239] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-04T20:58:32.429242] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:58:32.430231] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:58:32.431829] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:58:32.434384] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:58:32.436102] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:58:32.437131] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-04T20:58:32.438256] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:58:32.447752] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-04T20:58:32.450821] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:32.605024] [DEBUG] [MAG       ] CMG: Last date is validated at 2025-12-04
[2025-12-04T20:58:32.611197] [DEBUG] [MAG       ] RFM: Last date is validated at 2025-12-04
[2025-12-04T20:58:32.648140] [DEBUG] [MAG       ] ASIX: Last date is validated at 2025-12-04
[2025-12-04T20:58:32.840789] [DEBUG] [MAG       ] CMG: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:32.866300] [DEBUG] [MAG       ] RFM: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:32.867481] [DEBUG] [MAG       ] ASIX: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:32.930457] [DEBUG] [MAG       ] ECX: Last date is validated at 2025-12-04
[2025-12-04T20:58:32.935644] [INFO ] [LOCAL     ] RFM: Saved forecast.
[2025-12-04T20:58:32.935735] [INFO ] [main      ] RFM: Signal=1 (Conf=80.0%), Magnitude=0.52% (Conf=50.4953%)
[2025-12-04T20:58:32.936107] [INFO ] [main      ] Fetching symbol history for UNM...
[2025-12-04T20:58:32.936159] [DEBUG] [REMOTE    ] UNM: Fetching historical data.
[2025-12-04T20:58:32.936164] [INFO ] [LOCAL     ] CMG: Saved forecast.
[2025-12-04T20:58:32.936233] [INFO ] [main      ] CMG: Signal=1 (Conf=80.0%), Magnitude=4.54% (Conf=51.9837%)
[2025-12-04T20:58:32.936139] [INFO ] [main      ] Progress: 846/970 forecasts completed (87.2%). RFM finished in 1.0s. ETA: 21.0s. Rate: 354.36 forecasts/min
[2025-12-04T20:58:32.936399] [INFO ] [main      ] Fetching symbol history for ASTS...
[2025-12-04T20:58:32.936442] [DEBUG] [REMOTE    ] ASTS: Fetching historical data.
[2025-12-04T20:58:32.936775] [INFO ] [main      ] Progress: 847/970 forecasts completed (87.3%). CMG finished in 0.9s. ETA: 20.8s. Rate: 354.78 forecasts/min
[2025-12-04T20:58:32.946966] [INFO ] [LOCAL     ] ASIX: Saved forecast.
[2025-12-04T20:58:32.947062] [INFO ] [main      ] ASIX: Signal=1 (Conf=80.0%), Magnitude=1.04% (Conf=39.0635%)
[2025-12-04T20:58:32.947736] [INFO ] [main      ] Fetching symbol history for GIFI...
[2025-12-04T20:58:32.947683] [INFO ] [main      ] Progress: 848/970 forecasts completed (87.4%). ASIX finished in 0.8s. ETA: 20.6s. Rate: 355.17 forecasts/min
[2025-12-04T20:58:32.947790] [DEBUG] [REMOTE    ] GIFI: Fetching historical data.
[2025-12-04T20:58:32.949271] [DEBUG] [REMOTE    ] UNM: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:32.949401] [DEBUG] [REMOTE    ] ASTS: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:32.950507] [DEBUG] [LOCAL     ] Loaded configuration for UNM: 3 features, N/A% accuracy
[2025-12-04T20:58:32.950526] [DEBUG] [LOCAL     ] Loaded configuration for ASTS: 5 features, N/A% accuracy
[2025-12-04T20:58:32.950570] [INFO ] [LOCAL     ] UNM: Loaded 3 optimal features with 39.23% confidence from JSON config
[2025-12-04T20:58:32.950600] [INFO ] [LOCAL     ] ASTS: Loaded 5 optimal features with 56.06% confidence from JSON config
[2025-12-04T20:58:32.950626] [DEBUG] [MAG       ] Building data for symbol: UNM with lookback: 0
[2025-12-04T20:58:32.950635] [DEBUG] [MAG       ] Building data for symbol: ASTS with lookback: 0
[2025-12-04T20:58:32.951513] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:58:32.951607] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:32.951673] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:58:32.951740] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:32.953635] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:58:32.954218] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-04T20:58:32.955809] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:32.956519] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:32.958516] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:58:32.959071] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:58:32.959873] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-04T20:58:32.961789] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:32.965717] [DEBUG] [REMOTE    ] GIFI: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:32.967231] [DEBUG] [LOCAL     ] Loaded configuration for GIFI: 7 features, N/A% accuracy
[2025-12-04T20:58:32.967296] [INFO ] [LOCAL     ] GIFI: Loaded 7 optimal features with 19.42% confidence from JSON config
[2025-12-04T20:58:32.967330] [DEBUG] [MAG       ] Building data for symbol: GIFI with lookback: 0
[2025-12-04T20:58:32.968479] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-04T20:58:32.968544] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:32.970453] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:58:32.971168] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:58:32.971681] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:32.972105] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:58:32.973261] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:58:32.976198] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:58:33.020384] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:33.117687] [DEBUG] [MAG       ] ECX: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:33.189214] [INFO ] [LOCAL     ] ECX: Saved forecast.
[2025-12-04T20:58:33.189282] [INFO ] [main      ] ECX: Signal=1 (Conf=80.0%), Magnitude=0.00% (Conf=59.9827%)
[2025-12-04T20:58:33.189674] [INFO ] [main      ] Fetching symbol history for FWONK...
[2025-12-04T20:58:33.189724] [DEBUG] [REMOTE    ] FWONK: Fetching historical data.
[2025-12-04T20:58:33.190654] [INFO ] [main      ] Progress: 849/970 forecasts completed (87.5%). ECX finished in 0.9s. ETA: 20.5s. Rate: 354.99 forecasts/min
[2025-12-04T20:58:33.201350] [DEBUG] [REMOTE    ] FWONK: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:33.202295] [DEBUG] [LOCAL     ] Loaded configuration for FWONK: 7 features, N/A% accuracy
[2025-12-04T20:58:33.202350] [INFO ] [LOCAL     ] FWONK: Loaded 7 optimal features with 66.10% confidence from JSON config
[2025-12-04T20:58:33.202380] [DEBUG] [MAG       ] Building data for symbol: FWONK with lookback: 0
[2025-12-04T20:58:33.203185] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-04T20:58:33.203245] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:33.204935] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:58:33.205428] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-04T20:58:33.206222] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-04T20:58:33.208006] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-04T20:58:33.208718] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-04T20:58:33.209840] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-04T20:58:33.212517] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:33.304131] [DEBUG] [MAG       ] UNM: Last date is validated at 2025-12-04
[2025-12-04T20:58:33.304536] [DEBUG] [MAG       ] ASTS: Last date is validated at 2025-12-04
[2025-12-04T20:58:33.393510] [DEBUG] [MAG       ] GIFI: Last date is validated at 2025-12-04
[2025-12-04T20:58:33.474382] [DEBUG] [MAG       ] UNM: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:33.479374] [DEBUG] [MAG       ] ASTS: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:33.545041] [DEBUG] [MAG       ] FWONK: Last date is validated at 2025-12-04
[2025-12-04T20:58:33.572972] [INFO ] [LOCAL     ] UNM: Saved forecast.
[2025-12-04T20:58:33.573050] [INFO ] [main      ] UNM: Signal=1 (Conf=80.0%), Magnitude=-0.92% (Conf=39.2329%)
[2025-12-04T20:58:33.573429] [INFO ] [main      ] Fetching symbol history for MRSN...
[2025-12-04T20:58:33.573492] [DEBUG] [REMOTE    ] MRSN: Fetching historical data.
[2025-12-04T20:58:33.574451] [INFO ] [main      ] Progress: 850/970 forecasts completed (87.6%). UNM finished in 0.6s. ETA: 20.3s. Rate: 354.46 forecasts/min
[2025-12-04T20:58:33.575382] [DEBUG] [MAG       ] GIFI: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:33.584698] [DEBUG] [REMOTE    ] MRSN: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:33.585685] [DEBUG] [LOCAL     ] Loaded configuration for MRSN: 6 features, N/A% accuracy
[2025-12-04T20:58:33.585743] [INFO ] [LOCAL     ] MRSN: Loaded 6 optimal features with 30.91% confidence from JSON config
[2025-12-04T20:58:33.585778] [DEBUG] [MAG       ] Building data for symbol: MRSN with lookback: 0
[2025-12-04T20:58:33.586591] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:58:33.586658] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:33.591422] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:33.593268] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:58:33.593806] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:33.594193] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:58:33.594948] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:58:33.599675] [INFO ] [LOCAL     ] ASTS: Saved forecast.
[2025-12-04T20:58:33.599744] [INFO ] [main      ] ASTS: Signal=1 (Conf=80.0%), Magnitude=29.19% (Conf=56.062%)
[2025-12-04T20:58:33.599911] [INFO ] [main      ] Fetching symbol history for IXUS...
[2025-12-04T20:58:33.599954] [DEBUG] [REMOTE    ] IXUS: Fetching historical data.
[2025-12-04T20:58:33.601343] [INFO ] [main      ] Progress: 851/970 forecasts completed (87.7%). ASTS finished in 0.7s. ETA: 20.1s. Rate: 354.81 forecasts/min
[2025-12-04T20:58:33.611191] [DEBUG] [REMOTE    ] IXUS: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:33.612117] [DEBUG] [LOCAL     ] Loaded configuration for IXUS: 5 features, N/A% accuracy
[2025-12-04T20:58:33.612169] [INFO ] [LOCAL     ] IXUS: Loaded 5 optimal features with 66.42% confidence from JSON config
[2025-12-04T20:58:33.612199] [DEBUG] [MAG       ] Building data for symbol: IXUS with lookback: 0
[2025-12-04T20:58:33.613004] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:58:33.613061] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:33.614743] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:58:33.615247] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:33.615657] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-04T20:58:33.616653] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-04T20:58:33.617338] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:33.634771] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:33.646259] [INFO ] [LOCAL     ] GIFI: Saved forecast.
[2025-12-04T20:58:33.646346] [INFO ] [main      ] GIFI: Signal=1 (Conf=80.0%), Magnitude=0.06% (Conf=19.4219%)
[2025-12-04T20:58:33.646841] [INFO ] [main      ] Fetching symbol history for APH...
[2025-12-04T20:58:33.646894] [DEBUG] [REMOTE    ] APH: Fetching historical data.
[2025-12-04T20:58:33.647675] [INFO ] [main      ] Progress: 852/970 forecasts completed (87.8%). GIFI finished in 0.7s. ETA: 19.9s. Rate: 355.11 forecasts/min
[2025-12-04T20:58:33.662506] [DEBUG] [REMOTE    ] APH: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:33.663862] [DEBUG] [LOCAL     ] Loaded configuration for APH: 1 features, N/A% accuracy
[2025-12-04T20:58:33.663917] [INFO ] [LOCAL     ] APH: Loaded 1 optimal features with 52.39% confidence from JSON config
[2025-12-04T20:58:33.663948] [DEBUG] [MAG       ] Building data for symbol: APH with lookback: 0
[2025-12-04T20:58:33.665161] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-04T20:58:33.665222] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:58:33.667357] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:33.714418] [DEBUG] [MAG       ] FWONK: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:33.809780] [INFO ] [LOCAL     ] FWONK: Saved forecast.
[2025-12-04T20:58:33.809850] [INFO ] [main      ] FWONK: Signal=1 (Conf=80.0%), Magnitude=1.30% (Conf=66.0975%)
[2025-12-04T20:58:33.810308] [INFO ] [main      ] Fetching symbol history for GRWG...
[2025-12-04T20:58:33.810359] [DEBUG] [REMOTE    ] GRWG: Fetching historical data.
[2025-12-04T20:58:33.810669] [INFO ] [main      ] Progress: 853/970 forecasts completed (87.9%). FWONK finished in 0.6s. ETA: 19.8s. Rate: 355.12 forecasts/min
[2025-12-04T20:58:33.821911] [DEBUG] [REMOTE    ] GRWG: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:33.822864] [DEBUG] [LOCAL     ] Loaded configuration for GRWG: 4 features, N/A% accuracy
[2025-12-04T20:58:33.822918] [INFO ] [LOCAL     ] GRWG: Loaded 4 optimal features with 48.34% confidence from JSON config
[2025-12-04T20:58:33.822949] [DEBUG] [MAG       ] Building data for symbol: GRWG with lookback: 0
[2025-12-04T20:58:33.823829] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:58:33.823887] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:33.825538] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:58:33.826053] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:33.826430] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:58:33.828822] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:33.949928] [DEBUG] [MAG       ] IXUS: Last date is validated at 2025-12-04
[2025-12-04T20:58:33.970156] [DEBUG] [MAG       ] MRSN: Last date is validated at 2025-12-04
[2025-12-04T20:58:34.040297] [DEBUG] [MAG       ] APH: Last date is validated at 2025-12-04
[2025-12-04T20:58:34.112462] [DEBUG] [MAG       ] IXUS: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:34.134529] [DEBUG] [MAG       ] MRSN: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:34.158725] [DEBUG] [MAG       ] GRWG: Last date is validated at 2025-12-04
[2025-12-04T20:58:34.194471] [INFO ] [LOCAL     ] IXUS: Saved forecast.
[2025-12-04T20:58:34.194537] [INFO ] [main      ] IXUS: Signal=1 (Conf=80.0%), Magnitude=-0.57% (Conf=66.425%)
[2025-12-04T20:58:34.194716] [INFO ] [main      ] Fetching symbol history for SOFI...
[2025-12-04T20:58:34.194759] [DEBUG] [REMOTE    ] SOFI: Fetching historical data.
[2025-12-04T20:58:34.195880] [INFO ] [main      ] Progress: 854/970 forecasts completed (88.0%). IXUS finished in 0.6s. ETA: 19.6s. Rate: 354.59 forecasts/min
[2025-12-04T20:58:34.207092] [DEBUG] [REMOTE    ] SOFI: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:34.208438] [DEBUG] [LOCAL     ] Loaded configuration for SOFI: 5 features, N/A% accuracy
[2025-12-04T20:58:34.208489] [INFO ] [LOCAL     ] SOFI: Loaded 5 optimal features with 52.18% confidence from JSON config
[2025-12-04T20:58:34.208519] [DEBUG] [MAG       ] Building data for symbol: SOFI with lookback: 0
[2025-12-04T20:58:34.209357] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:58:34.209417] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:34.214207] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:34.215488] [DEBUG] [MAG       ] APH: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:34.216026] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:58:34.216487] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:58:34.254486] [INFO ] [LOCAL     ] MRSN: Saved forecast.
[2025-12-04T20:58:34.254563] [INFO ] [main      ] MRSN: Signal=1 (Conf=80.0%), Magnitude=14.33% (Conf=30.9124%)
[2025-12-04T20:58:34.254746] [INFO ] [main      ] Fetching symbol history for CMCM...
[2025-12-04T20:58:34.254788] [DEBUG] [REMOTE    ] CMCM: Fetching historical data.
[2025-12-04T20:58:34.256665] [INFO ] [main      ] Progress: 855/970 forecasts completed (88.1%). MRSN finished in 0.7s. ETA: 19.4s. Rate: 354.86 forecasts/min
[2025-12-04T20:58:34.265595] [DEBUG] [REMOTE    ] CMCM: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:34.266777] [DEBUG] [LOCAL     ] Loaded configuration for CMCM: 6 features, N/A% accuracy
[2025-12-04T20:58:34.266827] [INFO ] [LOCAL     ] CMCM: Loaded 6 optimal features with 50.70% confidence from JSON config
[2025-12-04T20:58:34.266857] [DEBUG] [MAG       ] Building data for symbol: CMCM with lookback: 0
[2025-12-04T20:58:34.267638] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:58:34.267697] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:34.269359] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:58:34.269872] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:34.270281] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:58:34.272641] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:58:34.315640] [INFO ] [LOCAL     ] APH: Saved forecast.
[2025-12-04T20:58:34.315738] [INFO ] [main      ] APH: Signal=1 (Conf=80.0%), Magnitude=-0.31% (Conf=52.3937%)
[2025-12-04T20:58:34.316223] [INFO ] [main      ] Fetching symbol history for PGZ...
[2025-12-04T20:58:34.316275] [DEBUG] [REMOTE    ] PGZ: Fetching historical data.
[2025-12-04T20:58:34.316697] [INFO ] [main      ] Progress: 856/970 forecasts completed (88.2%). APH finished in 0.7s. ETA: 19.3s. Rate: 355.13 forecasts/min
[2025-12-04T20:58:34.323824] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-04T20:58:34.326080] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:34.327265] [DEBUG] [MAG       ] GRWG: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:34.330385] [DEBUG] [REMOTE    ] PGZ: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:34.332031] [DEBUG] [LOCAL     ] Loaded configuration for PGZ: 11 features, N/A% accuracy
[2025-12-04T20:58:34.332087] [INFO ] [LOCAL     ] PGZ: Loaded 11 optimal features with 32.49% confidence from JSON config
[2025-12-04T20:58:34.332121] [DEBUG] [MAG       ] Building data for symbol: PGZ with lookback: 0
[2025-12-04T20:58:34.333045] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-12-04T20:58:34.333111] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:34.338279] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:34.340227] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:58:34.340792] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:58:34.341248] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:34.341672] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:58:34.344087] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-04T20:58:34.346855] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-04T20:58:34.347941] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-04T20:58:34.348728] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-04T20:58:34.350364] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-04T20:58:34.356632] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:34.384283] [INFO ] [LOCAL     ] GRWG: Saved forecast.
[2025-12-04T20:58:34.384356] [INFO ] [main      ] GRWG: Signal=1 (Conf=80.0%), Magnitude=0.00% (Conf=48.3378%)
[2025-12-04T20:58:34.384847] [INFO ] [main      ] Fetching symbol history for OS...
[2025-12-04T20:58:34.384900] [DEBUG] [REMOTE    ] OS: Fetching historical data.
[2025-12-04T20:58:34.385524] [INFO ] [main      ] Progress: 857/970 forecasts completed (88.4%). GRWG finished in 0.6s. ETA: 19.1s. Rate: 355.37 forecasts/min
[2025-12-04T20:58:34.385377] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-04T20:58:34.386969] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:34.398151] [DEBUG] [REMOTE    ] OS: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:34.399229] [DEBUG] [LOCAL     ] Loaded configuration for OS: 3 features, N/A% accuracy
[2025-12-04T20:58:34.399281] [INFO ] [LOCAL     ] OS: Loaded 3 optimal features with 62.11% confidence from JSON config
[2025-12-04T20:58:34.399312] [DEBUG] [MAG       ] Building data for symbol: OS with lookback: 0
[2025-12-04T20:58:34.400126] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:58:34.400201] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:34.405293] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-04T20:58:34.409660] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-04T20:58:34.411245] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:34.663937] [DEBUG] [MAG       ] SOFI: Last date is validated at 2025-12-04
[2025-12-04T20:58:34.711343] [DEBUG] [MAG       ] PGZ: Last date is validated at 2025-12-04
[2025-12-04T20:58:34.746185] [DEBUG] [MAG       ] CMCM: Last date is validated at 2025-12-04
[2025-12-04T20:58:34.756107] [DEBUG] [MAG       ] OS: Last date is validated at 2025-12-04
[2025-12-04T20:58:34.841980] [DEBUG] [MAG       ] SOFI: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:34.883054] [DEBUG] [MAG       ] PGZ: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:34.918941] [DEBUG] [MAG       ] CMCM: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:34.922128] [DEBUG] [MAG       ] OS: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:34.928031] [INFO ] [LOCAL     ] SOFI: Saved forecast.
[2025-12-04T20:58:34.928098] [INFO ] [main      ] SOFI: Signal=1 (Conf=80.0%), Magnitude=-3.07% (Conf=52.1752%)
[2025-12-04T20:58:34.928283] [INFO ] [main      ] Fetching symbol history for MHF...
[2025-12-04T20:58:34.928328] [DEBUG] [REMOTE    ] MHF: Fetching historical data.
[2025-12-04T20:58:34.929658] [INFO ] [main      ] Progress: 858/970 forecasts completed (88.5%). SOFI finished in 0.7s. ETA: 19.0s. Rate: 354.45 forecasts/min
[2025-12-04T20:58:34.939699] [DEBUG] [REMOTE    ] MHF: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:34.940625] [DEBUG] [LOCAL     ] Loaded configuration for MHF: 8 features, N/A% accuracy
[2025-12-04T20:58:34.940679] [INFO ] [LOCAL     ] MHF: Loaded 8 optimal features with 44.56% confidence from JSON config
[2025-12-04T20:58:34.940710] [DEBUG] [MAG       ] Building data for symbol: MHF with lookback: 0
[2025-12-04T20:58:34.941481] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-04T20:58:34.941541] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:34.943211] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:58:34.943749] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:34.944126] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:58:34.945090] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:58:34.953105] [INFO ] [LOCAL     ] PGZ: Saved forecast.
[2025-12-04T20:58:34.953188] [INFO ] [main      ] PGZ: Signal=1 (Conf=80.0%), Magnitude=0.10% (Conf=32.4938%)
[2025-12-04T20:58:34.953698] [INFO ] [main      ] Fetching symbol history for FID...
[2025-12-04T20:58:34.953750] [DEBUG] [REMOTE    ] FID: Fetching historical data.
[2025-12-04T20:58:34.953848] [INFO ] [main      ] Progress: 859/970 forecasts completed (88.6%). PGZ finished in 0.6s. ETA: 18.8s. Rate: 354.81 forecasts/min
[2025-12-04T20:58:34.966720] [DEBUG] [REMOTE    ] FID: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:34.967855] [DEBUG] [LOCAL     ] Loaded configuration for FID: 6 features, N/A% accuracy
[2025-12-04T20:58:34.967907] [INFO ] [LOCAL     ] FID: Loaded 6 optimal features with 58.28% confidence from JSON config
[2025-12-04T20:58:34.967937] [DEBUG] [MAG       ] Building data for symbol: FID with lookback: 0
[2025-12-04T20:58:34.968792] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:58:34.968854] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:34.973605] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-04T20:58:34.976442] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-04T20:58:34.977134] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-04T20:58:34.979414] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-04T20:58:34.980763] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-04T20:58:34.982085] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:34.983006] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-04T20:58:34.984998] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-04T20:58:34.987656] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-04T20:58:34.989954] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:34.993213] [INFO ] [LOCAL     ] CMCM: Saved forecast.
[2025-12-04T20:58:34.993283] [INFO ] [main      ] CMCM: Signal=1 (Conf=80.0%), Magnitude=-2.37% (Conf=50.7045%)
[2025-12-04T20:58:34.993633] [INFO ] [main      ] Fetching symbol history for MFIC...
[2025-12-04T20:58:34.993699] [DEBUG] [REMOTE    ] MFIC: Fetching historical data.
[2025-12-04T20:58:34.994584] [INFO ] [main      ] Progress: 860/970 forecasts completed (88.7%). CMCM finished in 0.7s. ETA: 18.6s. Rate: 355.12 forecasts/min
[2025-12-04T20:58:35.005377] [DEBUG] [REMOTE    ] MFIC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:35.006639] [DEBUG] [LOCAL     ] Loaded configuration for MFIC: 6 features, N/A% accuracy
[2025-12-04T20:58:35.006701] [INFO ] [LOCAL     ] MFIC: Loaded 6 optimal features with 67.11% confidence from JSON config
[2025-12-04T20:58:35.006734] [DEBUG] [MAG       ] Building data for symbol: MFIC with lookback: 0
[2025-12-04T20:58:35.007649] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:58:35.007711] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:58:35.008645] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:58:35.011239] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-04T20:58:35.012244] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-04T20:58:35.013541] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-04T20:58:35.018669] [INFO ] [LOCAL     ] OS: Saved forecast.
[2025-12-04T20:58:35.018770] [INFO ] [main      ] OS: Signal=1 (Conf=80.0%), Magnitude=-3.20% (Conf=62.1141%)
[2025-12-04T20:58:35.019006] [INFO ] [main      ] Fetching symbol history for SIGI...
[2025-12-04T20:58:35.019057] [DEBUG] [REMOTE    ] SIGI: Fetching historical data.
[2025-12-04T20:58:35.019888] [INFO ] [main      ] Progress: 861/970 forecasts completed (88.8%). OS finished in 0.6s. ETA: 18.4s. Rate: 355.47 forecasts/min
[2025-12-04T20:58:35.033534] [DEBUG] [REMOTE    ] SIGI: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:35.034809] [DEBUG] [LOCAL     ] Loaded configuration for SIGI: 2 features, N/A% accuracy
[2025-12-04T20:58:35.034869] [INFO ] [LOCAL     ] SIGI: Loaded 2 optimal features with 64.35% confidence from JSON config
[2025-12-04T20:58:35.034917] [DEBUG] [MAG       ] Building data for symbol: SIGI with lookback: 0
[2025-12-04T20:58:35.036118] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:58:35.036177] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:35.041550] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-04T20:58:35.045807] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:35.094087] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-04T20:58:35.095707] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:35.323013] [DEBUG] [MAG       ] FID: Last date is validated at 2025-12-04
[2025-12-04T20:58:35.325526] [DEBUG] [MAG       ] MHF: Last date is validated at 2025-12-04
[2025-12-04T20:58:35.405045] [DEBUG] [MAG       ] SIGI: Last date is validated at 2025-12-04
[2025-12-04T20:58:35.454288] [DEBUG] [MAG       ] MFIC: Last date is validated at 2025-12-04
[2025-12-04T20:58:35.494171] [DEBUG] [MAG       ] MHF: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:35.495553] [DEBUG] [MAG       ] FID: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:35.558360] [INFO ] [LOCAL     ] MHF: Saved forecast.
[2025-12-04T20:58:35.558431] [INFO ] [main      ] MHF: Signal=1 (Conf=80.0%), Magnitude=1.01% (Conf=44.5634%)
[2025-12-04T20:58:35.558790] [INFO ] [main      ] Fetching symbol history for AEIS...
[2025-12-04T20:58:35.558840] [DEBUG] [REMOTE    ] AEIS: Fetching historical data.
[2025-12-04T20:58:35.559664] [INFO ] [main      ] Progress: 862/970 forecasts completed (88.9%). MHF finished in 0.6s. ETA: 18.3s. Rate: 354.57 forecasts/min
[2025-12-04T20:58:35.561308] [INFO ] [LOCAL     ] FID: Saved forecast.
[2025-12-04T20:58:35.561375] [INFO ] [main      ] FID: Signal=1 (Conf=80.0%), Magnitude=0.27% (Conf=58.2757%)
[2025-12-04T20:58:35.561536] [INFO ] [main      ] Fetching symbol history for CNTY...
[2025-12-04T20:58:35.561601] [DEBUG] [REMOTE    ] CNTY: Fetching historical data.
[2025-12-04T20:58:35.562550] [INFO ] [main      ] Progress: 863/970 forecasts completed (89.0%). FID finished in 0.6s. ETA: 18.1s. Rate: 354.97 forecasts/min
[2025-12-04T20:58:35.570415] [DEBUG] [REMOTE    ] AEIS: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:35.571319] [DEBUG] [LOCAL     ] Loaded configuration for AEIS: 8 features, N/A% accuracy
[2025-12-04T20:58:35.571369] [INFO ] [LOCAL     ] AEIS: Loaded 8 optimal features with 47.28% confidence from JSON config
[2025-12-04T20:58:35.571400] [DEBUG] [MAG       ] Building data for symbol: AEIS with lookback: 0
[2025-12-04T20:58:35.572198] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-04T20:58:35.572257] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:35.574069] [DEBUG] [REMOTE    ] CNTY: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:35.574788] [DEBUG] [LOCAL     ] Loaded configuration for CNTY: 7 features, N/A% accuracy
[2025-12-04T20:58:35.574862] [INFO ] [LOCAL     ] CNTY: Loaded 7 optimal features with 57.68% confidence from JSON config
[2025-12-04T20:58:35.574894] [DEBUG] [MAG       ] Building data for symbol: CNTY with lookback: 0
[2025-12-04T20:58:35.576009] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-04T20:58:35.576069] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:35.577006] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:35.578777] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:58:35.579247] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:58:35.579717] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:35.580113] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:58:35.580922] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:35.582410] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:58:35.582671] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:58:35.583166] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:35.583545] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:58:35.583998] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-04T20:58:35.584392] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:58:35.585260] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:35.585967] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-04T20:58:35.591228] [DEBUG] [MAG       ] SIGI: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:35.634635] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:35.635771] [DEBUG] [MAG       ] MFIC: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:35.698667] [INFO ] [LOCAL     ] SIGI: Saved forecast.
[2025-12-04T20:58:35.698752] [INFO ] [main      ] SIGI: Signal=1 (Conf=80.0%), Magnitude=4.37% (Conf=64.3455%)
[2025-12-04T20:58:35.699191] [INFO ] [main      ] Fetching symbol history for PLSE...
[2025-12-04T20:58:35.699244] [DEBUG] [REMOTE    ] PLSE: Fetching historical data.
[2025-12-04T20:58:35.699682] [INFO ] [main      ] Progress: 864/970 forecasts completed (89.1%). SIGI finished in 0.7s. ETA: 17.9s. Rate: 355.05 forecasts/min
[2025-12-04T20:58:35.701628] [INFO ] [LOCAL     ] MFIC: Saved forecast.
[2025-12-04T20:58:35.701702] [INFO ] [main      ] MFIC: Signal=1 (Conf=80.0%), Magnitude=1.55% (Conf=67.1059%)
[2025-12-04T20:58:35.702231] [INFO ] [main      ] Fetching symbol history for HMN...
[2025-12-04T20:58:35.702284] [DEBUG] [REMOTE    ] HMN: Fetching historical data.
[2025-12-04T20:58:35.702614] [INFO ] [main      ] Progress: 865/970 forecasts completed (89.2%). MFIC finished in 0.7s. ETA: 17.7s. Rate: 355.45 forecasts/min
[2025-12-04T20:58:35.714268] [DEBUG] [REMOTE    ] PLSE: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:35.715549] [DEBUG] [REMOTE    ] HMN: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:35.715802] [DEBUG] [LOCAL     ] Loaded configuration for PLSE: 5 features, N/A% accuracy
[2025-12-04T20:58:35.715859] [INFO ] [LOCAL     ] PLSE: Loaded 5 optimal features with 59.85% confidence from JSON config
[2025-12-04T20:58:35.715939] [DEBUG] [MAG       ] Building data for symbol: PLSE with lookback: 0
[2025-12-04T20:58:35.716321] [DEBUG] [LOCAL     ] Loaded configuration for HMN: 5 features, N/A% accuracy
[2025-12-04T20:58:35.716375] [INFO ] [LOCAL     ] HMN: Loaded 5 optimal features with 55.27% confidence from JSON config
[2025-12-04T20:58:35.716407] [DEBUG] [MAG       ] Building data for symbol: HMN with lookback: 0
[2025-12-04T20:58:35.717287] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:58:35.717365] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:58:35.718198] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:58:35.716868] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:58:35.719394] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:35.726052] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:58:35.726665] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:35.727094] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:58:35.728992] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-04T20:58:35.731729] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:35.759358] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-04T20:58:35.760221] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-04T20:58:35.762050] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-04T20:58:35.762772] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:35.926440] [DEBUG] [MAG       ] AEIS: Last date is validated at 2025-12-04
[2025-12-04T20:58:35.971166] [DEBUG] [MAG       ] CNTY: Last date is validated at 2025-12-04
[2025-12-04T20:58:36.090519] [DEBUG] [MAG       ] AEIS: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:36.116186] [DEBUG] [MAG       ] HMN: Last date is validated at 2025-12-04
[2025-12-04T20:58:36.136908] [DEBUG] [MAG       ] CNTY: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:36.196289] [INFO ] [LOCAL     ] CNTY: Saved forecast.
[2025-12-04T20:58:36.196357] [INFO ] [main      ] CNTY: Signal=1 (Conf=80.0%), Magnitude=2.52% (Conf=57.6822%)
[2025-12-04T20:58:36.196748] [INFO ] [main      ] Progress: 866/970 forecasts completed (89.3%). CNTY finished in 0.6s. ETA: 17.6s. Rate: 354.66 forecasts/min
[2025-12-04T20:58:36.196874] [INFO ] [main      ] Fetching symbol history for CDIO...
[2025-12-04T20:58:36.196915] [DEBUG] [REMOTE    ] CDIO: Fetching historical data.
[2025-12-04T20:58:36.209015] [DEBUG] [REMOTE    ] CDIO: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:36.209122] [INFO ] [LOCAL     ] AEIS: Saved forecast.
[2025-12-04T20:58:36.209189] [INFO ] [main      ] AEIS: Signal=1 (Conf=80.0%), Magnitude=-0.80% (Conf=47.2816%)
[2025-12-04T20:58:36.209507] [INFO ] [main      ] Fetching symbol history for CARG...
[2025-12-04T20:58:36.209555] [DEBUG] [REMOTE    ] CARG: Fetching historical data.
[2025-12-04T20:58:36.209912] [DEBUG] [LOCAL     ] Loaded configuration for CDIO: 2 features, N/A% accuracy
[2025-12-04T20:58:36.209972] [INFO ] [LOCAL     ] CDIO: Loaded 2 optimal features with 68.20% confidence from JSON config
[2025-12-04T20:58:36.210002] [DEBUG] [MAG       ] Building data for symbol: CDIO with lookback: 0
[2025-12-04T20:58:36.210062] [DEBUG] [MAG       ] PLSE: Last date is validated at 2025-12-04
[2025-12-04T20:58:36.210404] [INFO ] [main      ] Progress: 867/970 forecasts completed (89.4%). AEIS finished in 0.7s. ETA: 17.4s. Rate: 355.04 forecasts/min
[2025-12-04T20:58:36.210789] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:58:36.210847] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-04T20:58:36.211862] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:58:36.213088] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:36.221153] [DEBUG] [REMOTE    ] CARG: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:36.222060] [DEBUG] [LOCAL     ] Loaded configuration for CARG: 7 features, N/A% accuracy
[2025-12-04T20:58:36.222110] [INFO ] [LOCAL     ] CARG: Loaded 7 optimal features with 51.66% confidence from JSON config
[2025-12-04T20:58:36.222141] [DEBUG] [MAG       ] Building data for symbol: CARG with lookback: 0
[2025-12-04T20:58:36.222941] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-04T20:58:36.222999] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:36.227663] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:36.229471] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:58:36.229947] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:36.230378] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-04T20:58:36.231137] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-04T20:58:36.232110] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-04T20:58:36.232798] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:36.290501] [DEBUG] [MAG       ] HMN: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:36.370156] [INFO ] [LOCAL     ] HMN: Saved forecast.
[2025-12-04T20:58:36.370233] [INFO ] [main      ] HMN: Signal=1 (Conf=80.0%), Magnitude=-0.90% (Conf=55.2712%)
[2025-12-04T20:58:36.370418] [INFO ] [main      ] Fetching symbol history for BSY...
[2025-12-04T20:58:36.370472] [DEBUG] [REMOTE    ] BSY: Fetching historical data.
[2025-12-04T20:58:36.370851] [INFO ] [main      ] Progress: 868/970 forecasts completed (89.5%). HMN finished in 0.7s. ETA: 17.2s. Rate: 355.06 forecasts/min
[2025-12-04T20:58:36.382569] [DEBUG] [REMOTE    ] BSY: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:36.383687] [DEBUG] [LOCAL     ] Loaded configuration for BSY: 7 features, N/A% accuracy
[2025-12-04T20:58:36.383742] [INFO ] [LOCAL     ] BSY: Loaded 7 optimal features with 76.05% confidence from JSON config
[2025-12-04T20:58:36.383775] [DEBUG] [MAG       ] Building data for symbol: BSY with lookback: 0
[2025-12-04T20:58:36.384561] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-04T20:58:36.384641] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:36.389977] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:58:36.389877] [DEBUG] [MAG       ] PLSE: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:36.390865] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:58:36.391697] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:58:36.393437] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-04T20:58:36.395526] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-04T20:58:36.397232] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:58:36.398305] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:36.470468] [INFO ] [LOCAL     ] PLSE: Saved forecast.
[2025-12-04T20:58:36.470552] [INFO ] [main      ] PLSE: Signal=1 (Conf=80.0%), Magnitude=2.17% (Conf=59.8483%)
[2025-12-04T20:58:36.471075] [INFO ] [main      ] Fetching symbol history for ESPO...
[2025-12-04T20:58:36.471133] [DEBUG] [REMOTE    ] ESPO: Fetching historical data.
[2025-12-04T20:58:36.471650] [INFO ] [main      ] Progress: 869/970 forecasts completed (89.6%). PLSE finished in 0.8s. ETA: 17.1s. Rate: 355.23 forecasts/min
[2025-12-04T20:58:36.484675] [DEBUG] [REMOTE    ] ESPO: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:36.486040] [DEBUG] [LOCAL     ] Loaded configuration for ESPO: 1 features, N/A% accuracy
[2025-12-04T20:58:36.486096] [INFO ] [LOCAL     ] ESPO: Loaded 1 optimal features with 55.82% confidence from JSON config
[2025-12-04T20:58:36.486127] [DEBUG] [MAG       ] Building data for symbol: ESPO with lookback: 0
[2025-12-04T20:58:36.487042] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-04T20:58:36.487101] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:58:36.488166] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:36.543731] [DEBUG] [MAG       ] CDIO: Last date is validated at 2025-12-04
[2025-12-04T20:58:36.563818] [DEBUG] [MAG       ] CARG: Last date is validated at 2025-12-04
[2025-12-04T20:58:36.711301] [DEBUG] [MAG       ] CDIO: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:36.730689] [DEBUG] [MAG       ] CARG: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:36.746186] [DEBUG] [MAG       ] BSY: Last date is validated at 2025-12-04
[2025-12-04T20:58:36.818263] [INFO ] [LOCAL     ] CARG: Saved forecast.
[2025-12-04T20:58:36.818331] [INFO ] [main      ] CARG: Signal=1 (Conf=80.0%), Magnitude=-0.68% (Conf=51.662%)
[2025-12-04T20:58:36.818495] [INFO ] [main      ] Fetching symbol history for CTKB...
[2025-12-04T20:58:36.818537] [DEBUG] [REMOTE    ] CTKB: Fetching historical data.
[2025-12-04T20:58:36.819217] [INFO ] [main      ] Progress: 870/970 forecasts completed (89.7%). CARG finished in 0.6s. ETA: 16.9s. Rate: 354.80 forecasts/min
[2025-12-04T20:58:36.830623] [DEBUG] [REMOTE    ] CTKB: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:36.831813] [DEBUG] [LOCAL     ] Loaded configuration for CTKB: 8 features, N/A% accuracy
[2025-12-04T20:58:36.831882] [INFO ] [LOCAL     ] CTKB: Loaded 8 optimal features with 39.87% confidence from JSON config
[2025-12-04T20:58:36.832238] [DEBUG] [MAG       ] Building data for symbol: CTKB with lookback: 0
[2025-12-04T20:58:36.833058] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-04T20:58:36.833119] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:36.836455] [DEBUG] [MAG       ] ESPO: Last date is validated at 2025-12-04
[2025-12-04T20:58:36.837851] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:36.839672] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:58:36.840142] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:36.840515] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:58:36.842148] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-04T20:58:36.843438] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-04T20:58:36.844525] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-04T20:58:36.850417] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:36.895994] [INFO ] [LOCAL     ] CDIO: Saved forecast.
[2025-12-04T20:58:36.896062] [INFO ] [main      ] CDIO: Signal=1 (Conf=80.0%), Magnitude=13.20% (Conf=68.1954%)
[2025-12-04T20:58:36.896218] [INFO ] [main      ] Fetching symbol history for BWA...
[2025-12-04T20:58:36.896260] [DEBUG] [REMOTE    ] BWA: Fetching historical data.
[2025-12-04T20:58:36.897073] [INFO ] [main      ] Progress: 871/970 forecasts completed (89.8%). CDIO finished in 0.7s. ETA: 16.7s. Rate: 355.02 forecasts/min
[2025-12-04T20:58:36.908286] [DEBUG] [REMOTE    ] BWA: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:36.909207] [DEBUG] [LOCAL     ] Loaded configuration for BWA: 5 features, N/A% accuracy
[2025-12-04T20:58:36.909262] [INFO ] [LOCAL     ] BWA: Loaded 5 optimal features with 57.86% confidence from JSON config
[2025-12-04T20:58:36.909293] [DEBUG] [MAG       ] Building data for symbol: BWA with lookback: 0
[2025-12-04T20:58:36.910071] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:58:36.910127] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:36.914849] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:58:36.915654] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-04T20:58:36.918589] [DEBUG] [MAG       ] BSY: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:36.964398] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-04T20:58:36.966298] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-04T20:58:36.968249] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:37.011044] [INFO ] [LOCAL     ] BSY: Saved forecast.
[2025-12-04T20:58:37.011113] [INFO ] [main      ] BSY: Signal=1 (Conf=80.0%), Magnitude=-0.69% (Conf=76.0475%)
[2025-12-04T20:58:37.011457] [INFO ] [main      ] Fetching symbol history for CNF...
[2025-12-04T20:58:37.011508] [DEBUG] [REMOTE    ] CNF: Fetching historical data.
[2025-12-04T20:58:37.011508] [DEBUG] [MAG       ] ESPO: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:37.011651] [INFO ] [main      ] Progress: 872/970 forecasts completed (89.9%). BSY finished in 0.6s. ETA: 16.6s. Rate: 355.15 forecasts/min
[2025-12-04T20:58:37.022617] [DEBUG] [REMOTE    ] CNF: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:37.023689] [DEBUG] [LOCAL     ] Loaded configuration for CNF: 6 features, N/A% accuracy
[2025-12-04T20:58:37.023741] [INFO ] [LOCAL     ] CNF: Loaded 6 optimal features with 50.06% confidence from JSON config
[2025-12-04T20:58:37.023785] [DEBUG] [MAG       ] Building data for symbol: CNF with lookback: 0
[2025-12-04T20:58:37.024630] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:58:37.024690] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:37.026361] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:58:37.026901] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:58:37.027331] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:37.027767] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:58:37.030610] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:58:37.032316] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:37.103158] [INFO ] [LOCAL     ] ESPO: Saved forecast.
[2025-12-04T20:58:37.103245] [INFO ] [main      ] ESPO: Signal=1 (Conf=80.0%), Magnitude=-0.31% (Conf=55.8192%)
[2025-12-04T20:58:37.103856] [INFO ] [main      ] Fetching symbol history for ACLX...
[2025-12-04T20:58:37.103910] [DEBUG] [REMOTE    ] ACLX: Fetching historical data.
[2025-12-04T20:58:37.105662] [INFO ] [main      ] Progress: 873/970 forecasts completed (90.0%). ESPO finished in 0.6s. ETA: 16.4s. Rate: 355.33 forecasts/min
[2025-12-04T20:58:37.117461] [DEBUG] [REMOTE    ] ACLX: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:37.118880] [DEBUG] [LOCAL     ] Loaded configuration for ACLX: 4 features, N/A% accuracy
[2025-12-04T20:58:37.118935] [INFO ] [LOCAL     ] ACLX: Loaded 4 optimal features with 50.33% confidence from JSON config
[2025-12-04T20:58:37.118967] [DEBUG] [MAG       ] Building data for symbol: ACLX with lookback: 0
[2025-12-04T20:58:37.119945] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:58:37.120007] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:37.121783] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:58:37.122358] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:37.122799] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:58:37.123941] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:37.180283] [DEBUG] [MAG       ] CTKB: Last date is validated at 2025-12-04
[2025-12-04T20:58:37.298821] [DEBUG] [MAG       ] BWA: Last date is validated at 2025-12-04
[2025-12-04T20:58:37.343821] [DEBUG] [MAG       ] CTKB: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:37.385808] [DEBUG] [MAG       ] CNF: Last date is validated at 2025-12-04
[2025-12-04T20:58:37.463667] [DEBUG] [MAG       ] BWA: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:37.477412] [INFO ] [LOCAL     ] CTKB: Saved forecast.
[2025-12-04T20:58:37.477480] [INFO ] [main      ] CTKB: Signal=1 (Conf=80.0%), Magnitude=3.01% (Conf=39.8672%)
[2025-12-04T20:58:37.477836] [INFO ] [main      ] Fetching symbol history for KZIA...
[2025-12-04T20:58:37.477886] [DEBUG] [REMOTE    ] KZIA: Fetching historical data.
[2025-12-04T20:58:37.478646] [INFO ] [main      ] Progress: 874/970 forecasts completed (90.1%). CTKB finished in 0.7s. ETA: 16.2s. Rate: 354.84 forecasts/min
[2025-12-04T20:58:37.483190] [DEBUG] [MAG       ] ACLX: Last date is validated at 2025-12-04
[2025-12-04T20:58:37.489511] [DEBUG] [REMOTE    ] KZIA: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:37.490632] [DEBUG] [LOCAL     ] Loaded configuration for KZIA: 11 features, N/A% accuracy
[2025-12-04T20:58:37.490682] [INFO ] [LOCAL     ] KZIA: Loaded 11 optimal features with 48.58% confidence from JSON config
[2025-12-04T20:58:37.490713] [DEBUG] [MAG       ] Building data for symbol: KZIA with lookback: 0
[2025-12-04T20:58:37.491487] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-12-04T20:58:37.491547] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:37.496224] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:37.497954] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:58:37.498452] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:37.498850] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:58:37.500373] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-04T20:58:37.502995] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-04T20:58:37.507179] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-04T20:58:37.508324] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-04T20:58:37.510267] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-04T20:58:37.511022] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:58:37.512612] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:37.545893] [INFO ] [LOCAL     ] BWA: Saved forecast.
[2025-12-04T20:58:37.545964] [INFO ] [main      ] BWA: Signal=1 (Conf=80.0%), Magnitude=-0.49% (Conf=57.8566%)
[2025-12-04T20:58:37.546129] [INFO ] [main      ] Fetching symbol history for IBOC...
[2025-12-04T20:58:37.546171] [DEBUG] [REMOTE    ] IBOC: Fetching historical data.
[2025-12-04T20:58:37.546848] [INFO ] [main      ] Progress: 875/970 forecasts completed (90.2%). BWA finished in 0.6s. ETA: 16.1s. Rate: 355.08 forecasts/min
[2025-12-04T20:58:37.557475] [DEBUG] [REMOTE    ] IBOC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:37.558651] [DEBUG] [LOCAL     ] Loaded configuration for IBOC: 5 features, N/A% accuracy
[2025-12-04T20:58:37.558703] [INFO ] [LOCAL     ] IBOC: Loaded 5 optimal features with 53.61% confidence from JSON config
[2025-12-04T20:58:37.558735] [DEBUG] [MAG       ] Building data for symbol: IBOC with lookback: 0
[2025-12-04T20:58:37.559412] [DEBUG] [MAG       ] CNF: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:37.559518] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:58:37.559601] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:37.561284] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:58:37.561808] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:58:37.562550] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:58:37.564815] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-04T20:58:37.582240] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:37.651969] [DEBUG] [MAG       ] ACLX: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:37.657183] [INFO ] [LOCAL     ] CNF: Saved forecast.
[2025-12-04T20:58:37.657264] [INFO ] [main      ] CNF: Signal=1 (Conf=80.0%), Magnitude=-3.88% (Conf=50.0559%)
[2025-12-04T20:58:37.657642] [INFO ] [main      ] Fetching symbol history for BBY...
[2025-12-04T20:58:37.657700] [DEBUG] [REMOTE    ] BBY: Fetching historical data.
[2025-12-04T20:58:37.657712] [INFO ] [main      ] Progress: 876/970 forecasts completed (90.3%). CNF finished in 0.6s. ETA: 15.9s. Rate: 355.22 forecasts/min
[2025-12-04T20:58:37.669262] [DEBUG] [REMOTE    ] BBY: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:37.670418] [DEBUG] [LOCAL     ] Loaded configuration for BBY: 5 features, N/A% accuracy
[2025-12-04T20:58:37.670472] [INFO ] [LOCAL     ] BBY: Loaded 5 optimal features with 52.72% confidence from JSON config
[2025-12-04T20:58:37.670505] [DEBUG] [MAG       ] Building data for symbol: BBY with lookback: 0
[2025-12-04T20:58:37.671374] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:58:37.671435] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:37.676387] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:37.678218] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:58:37.678789] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:37.679167] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:58:37.765640] [INFO ] [LOCAL     ] ACLX: Saved forecast.
[2025-12-04T20:58:37.765729] [INFO ] [main      ] ACLX: Signal=1 (Conf=80.0%), Magnitude=1.69% (Conf=50.3296%)
[2025-12-04T20:58:37.766304] [INFO ] [main      ] Fetching symbol history for GFF...
[2025-12-04T20:58:37.766355] [DEBUG] [REMOTE    ] GFF: Fetching historical data.
[2025-12-04T20:58:37.766705] [INFO ] [main      ] Progress: 877/970 forecasts completed (90.4%). ACLX finished in 0.7s. ETA: 15.7s. Rate: 355.36 forecasts/min
[2025-12-04T20:58:37.780211] [DEBUG] [REMOTE    ] GFF: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:37.781418] [DEBUG] [LOCAL     ] Loaded configuration for GFF: 2 features, N/A% accuracy
[2025-12-04T20:58:37.781477] [INFO ] [LOCAL     ] GFF: Loaded 2 optimal features with 40.44% confidence from JSON config
[2025-12-04T20:58:37.781510] [DEBUG] [MAG       ] Building data for symbol: GFF with lookback: 0
[2025-12-04T20:58:37.782486] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:58:37.782550] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:37.787450] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:58:37.788539] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:37.794933] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:37.845598] [DEBUG] [MAG       ] KZIA: Last date is validated at 2025-12-04
[2025-12-04T20:58:37.962790] [DEBUG] [MAG       ] IBOC: Last date is validated at 2025-12-04
[2025-12-04T20:58:38.010607] [DEBUG] [MAG       ] KZIA: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:38.115349] [INFO ] [LOCAL     ] KZIA: Saved forecast.
[2025-12-04T20:58:38.115415] [INFO ] [main      ] KZIA: Signal=1 (Conf=80.0%), Magnitude=35.22% (Conf=48.5836%)
[2025-12-04T20:58:38.115809] [INFO ] [main      ] Fetching symbol history for SNEX...
[2025-12-04T20:58:38.115860] [DEBUG] [REMOTE    ] SNEX: Fetching historical data.
[2025-12-04T20:58:38.116669] [INFO ] [main      ] Progress: 878/970 forecasts completed (90.5%). KZIA finished in 0.6s. ETA: 15.6s. Rate: 354.93 forecasts/min
[2025-12-04T20:58:38.127100] [DEBUG] [REMOTE    ] SNEX: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:38.128209] [DEBUG] [LOCAL     ] Loaded configuration for SNEX: 7 features, N/A% accuracy
[2025-12-04T20:58:38.128291] [INFO ] [LOCAL     ] SNEX: Loaded 7 optimal features with 51.62% confidence from JSON config
[2025-12-04T20:58:38.128321] [DEBUG] [MAG       ] Building data for symbol: SNEX with lookback: 0
[2025-12-04T20:58:38.129134] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-04T20:58:38.129194] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:38.132521] [DEBUG] [MAG       ] GFF: Last date is validated at 2025-12-04
[2025-12-04T20:58:38.133912] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:38.135649] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:58:38.136129] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:58:38.136552] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:38.136957] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:58:38.137809] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-04T20:58:38.138421] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:38.144954] [DEBUG] [MAG       ] BBY: Last date is validated at 2025-12-04
[2025-12-04T20:58:38.162234] [DEBUG] [MAG       ] IBOC: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:38.259300] [INFO ] [LOCAL     ] IBOC: Saved forecast.
[2025-12-04T20:58:38.259377] [INFO ] [main      ] IBOC: Signal=1 (Conf=80.0%), Magnitude=1.62% (Conf=53.6089%)
[2025-12-04T20:58:38.259794] [INFO ] [main      ] Fetching symbol history for FTA...
[2025-12-04T20:58:38.259857] [DEBUG] [REMOTE    ] FTA: Fetching historical data.
[2025-12-04T20:58:38.260938] [INFO ] [main      ] Progress: 879/970 forecasts completed (90.6%). IBOC finished in 0.7s. ETA: 15.4s. Rate: 354.99 forecasts/min
[2025-12-04T20:58:38.272153] [DEBUG] [REMOTE    ] FTA: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:38.273095] [DEBUG] [LOCAL     ] Loaded configuration for FTA: 4 features, N/A% accuracy
[2025-12-04T20:58:38.273149] [INFO ] [LOCAL     ] FTA: Loaded 4 optimal features with 58.13% confidence from JSON config
[2025-12-04T20:58:38.273179] [DEBUG] [MAG       ] Building data for symbol: FTA with lookback: 0
[2025-12-04T20:58:38.273982] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:58:38.274039] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:38.278778] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:58:38.279771] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-04T20:58:38.281799] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-04T20:58:38.282507] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:38.308312] [DEBUG] [MAG       ] GFF: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:38.320072] [DEBUG] [MAG       ] BBY: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:38.410719] [INFO ] [LOCAL     ] GFF: Saved forecast.
[2025-12-04T20:58:38.410807] [INFO ] [main      ] GFF: Signal=1 (Conf=80.0%), Magnitude=-0.62% (Conf=40.4384%)
[2025-12-04T20:58:38.411424] [INFO ] [main      ] Fetching symbol history for MFC...
[2025-12-04T20:58:38.411479] [DEBUG] [REMOTE    ] MFC: Fetching historical data.
[2025-12-04T20:58:38.411676] [INFO ] [main      ] Progress: 880/970 forecasts completed (90.7%). GFF finished in 0.6s. ETA: 15.2s. Rate: 355.03 forecasts/min
[2025-12-04T20:58:38.425374] [DEBUG] [REMOTE    ] MFC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:38.426650] [DEBUG] [LOCAL     ] Loaded configuration for MFC: 1 features, N/A% accuracy
[2025-12-04T20:58:38.426708] [INFO ] [LOCAL     ] MFC: Loaded 1 optimal features with 66.66% confidence from JSON config
[2025-12-04T20:58:38.426741] [DEBUG] [MAG       ] Building data for symbol: MFC with lookback: 0
[2025-12-04T20:58:38.427717] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-04T20:58:38.427783] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:38.433614] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:38.435918] [INFO ] [LOCAL     ] BBY: Saved forecast.
[2025-12-04T20:58:38.435996] [INFO ] [main      ] BBY: Signal=1 (Conf=80.0%), Magnitude=0.06% (Conf=52.7236%)
[2025-12-04T20:58:38.436393] [INFO ] [main      ] Fetching symbol history for CIM...
[2025-12-04T20:58:38.436444] [DEBUG] [REMOTE    ] CIM: Fetching historical data.
[2025-12-04T20:58:38.436633] [INFO ] [main      ] Progress: 881/970 forecasts completed (90.8%). BBY finished in 0.8s. ETA: 15.0s. Rate: 355.37 forecasts/min
[2025-12-04T20:58:38.448861] [DEBUG] [REMOTE    ] CIM: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:38.449813] [DEBUG] [LOCAL     ] Loaded configuration for CIM: 6 features, N/A% accuracy
[2025-12-04T20:58:38.449865] [INFO ] [LOCAL     ] CIM: Loaded 6 optimal features with 35.31% confidence from JSON config
[2025-12-04T20:58:38.449897] [DEBUG] [MAG       ] Building data for symbol: CIM with lookback: 0
[2025-12-04T20:58:38.450788] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:58:38.450849] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:38.452693] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:58:38.453221] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:38.453629] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:58:38.456006] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-04T20:58:38.456803] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:58:38.458588] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:38.470246] [DEBUG] [MAG       ] SNEX: Last date is validated at 2025-12-04
[2025-12-04T20:58:38.621093] [DEBUG] [MAG       ] FTA: Last date is validated at 2025-12-04
[2025-12-04T20:58:38.634537] [DEBUG] [MAG       ] SNEX: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:38.741786] [INFO ] [LOCAL     ] SNEX: Saved forecast.
[2025-12-04T20:58:38.741855] [INFO ] [main      ] SNEX: Signal=1 (Conf=80.0%), Magnitude=1.47% (Conf=51.6203%)
[2025-12-04T20:58:38.742223] [INFO ] [main      ] Fetching symbol history for AMTB...
[2025-12-04T20:58:38.742273] [DEBUG] [REMOTE    ] AMTB: Fetching historical data.
[2025-12-04T20:58:38.742656] [INFO ] [main      ] Progress: 882/970 forecasts completed (90.9%). SNEX finished in 0.6s. ETA: 14.9s. Rate: 355.05 forecasts/min
[2025-12-04T20:58:38.754628] [DEBUG] [REMOTE    ] AMTB: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:38.755715] [DEBUG] [LOCAL     ] Loaded configuration for AMTB: 7 features, N/A% accuracy
[2025-12-04T20:58:38.755766] [INFO ] [LOCAL     ] AMTB: Loaded 7 optimal features with 60.06% confidence from JSON config
[2025-12-04T20:58:38.755797] [DEBUG] [MAG       ] Building data for symbol: AMTB with lookback: 0
[2025-12-04T20:58:38.756597] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-04T20:58:38.756658] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:38.761469] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:38.763290] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:58:38.763773] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:38.764186] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-04T20:58:38.765380] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-04T20:58:38.766359] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-04T20:58:38.768332] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:38.787888] [DEBUG] [MAG       ] MFC: Last date is validated at 2025-12-04
[2025-12-04T20:58:38.787996] [DEBUG] [MAG       ] FTA: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:38.808872] [DEBUG] [MAG       ] CIM: Last date is validated at 2025-12-04
[2025-12-04T20:58:38.884022] [INFO ] [LOCAL     ] FTA: Saved forecast.
[2025-12-04T20:58:38.884104] [INFO ] [main      ] FTA: Signal=1 (Conf=80.0%), Magnitude=-0.57% (Conf=58.1332%)
[2025-12-04T20:58:38.884276] [INFO ] [main      ] Fetching symbol history for BKCH...
[2025-12-04T20:58:38.884319] [DEBUG] [REMOTE    ] BKCH: Fetching historical data.
[2025-12-04T20:58:38.885042] [INFO ] [main      ] Progress: 883/970 forecasts completed (91.0%). FTA finished in 0.6s. ETA: 14.7s. Rate: 355.11 forecasts/min
[2025-12-04T20:58:38.896138] [DEBUG] [REMOTE    ] BKCH: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:38.897081] [DEBUG] [LOCAL     ] Loaded configuration for BKCH: 3 features, N/A% accuracy
[2025-12-04T20:58:38.897131] [INFO ] [LOCAL     ] BKCH: Loaded 3 optimal features with 54.17% confidence from JSON config
[2025-12-04T20:58:38.897161] [DEBUG] [MAG       ] Building data for symbol: BKCH with lookback: 0
[2025-12-04T20:58:38.897976] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:58:38.898033] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:38.902810] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-04T20:58:38.904837] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-04T20:58:38.905996] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:38.975866] [DEBUG] [MAG       ] MFC: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:38.984484] [DEBUG] [MAG       ] CIM: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:39.053132] [INFO ] [LOCAL     ] CIM: Saved forecast.
[2025-12-04T20:58:39.053206] [INFO ] [main      ] CIM: Signal=1 (Conf=80.0%), Magnitude=1.68% (Conf=35.3088%)
[2025-12-04T20:58:39.053597] [INFO ] [main      ] Fetching symbol history for CVKD...
[2025-12-04T20:58:39.053651] [DEBUG] [REMOTE    ] CVKD: Fetching historical data.
[2025-12-04T20:58:39.053653] [INFO ] [main      ] Progress: 884/970 forecasts completed (91.1%). CIM finished in 0.6s. ETA: 14.5s. Rate: 355.11 forecasts/min
[2025-12-04T20:58:39.069565] [INFO ] [LOCAL     ] MFC: Saved forecast.
[2025-12-04T20:58:39.069648] [INFO ] [main      ] MFC: Signal=1 (Conf=80.0%), Magnitude=1.40% (Conf=66.6621%)
[2025-12-04T20:58:39.070077] [INFO ] [main      ] Fetching symbol history for RCUS...
[2025-12-04T20:58:39.070130] [DEBUG] [REMOTE    ] RCUS: Fetching historical data.
[2025-12-04T20:58:39.070234] [DEBUG] [REMOTE    ] CVKD: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:39.070625] [INFO ] [main      ] Progress: 885/970 forecasts completed (91.2%). MFC finished in 0.7s. ETA: 14.3s. Rate: 355.47 forecasts/min
[2025-12-04T20:58:39.071833] [DEBUG] [LOCAL     ] Loaded configuration for CVKD: 2 features, N/A% accuracy
[2025-12-04T20:58:39.071930] [INFO ] [LOCAL     ] CVKD: Loaded 2 optimal features with 54.61% confidence from JSON config
[2025-12-04T20:58:39.071966] [DEBUG] [MAG       ] Building data for symbol: CVKD with lookback: 0
[2025-12-04T20:58:39.073191] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:58:39.073256] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:39.075110] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:58:39.075687] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:39.085655] [DEBUG] [REMOTE    ] RCUS: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:39.087015] [DEBUG] [LOCAL     ] Loaded configuration for RCUS: 8 features, N/A% accuracy
[2025-12-04T20:58:39.087071] [INFO ] [LOCAL     ] RCUS: Loaded 8 optimal features with 50.29% confidence from JSON config
[2025-12-04T20:58:39.087104] [DEBUG] [MAG       ] Building data for symbol: RCUS with lookback: 0
[2025-12-04T20:58:39.088093] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-04T20:58:39.088159] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:39.093931] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:58:39.095196] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:58:39.097819] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-04T20:58:39.098678] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-04T20:58:39.104071] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-04T20:58:39.105672] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-04T20:58:39.107248] [DEBUG] [MAG       ] AMTB: Last date is validated at 2025-12-04
[2025-12-04T20:58:39.107802] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-04T20:58:39.111748] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:39.241310] [DEBUG] [MAG       ] BKCH: Last date is validated at 2025-12-04
[2025-12-04T20:58:39.273510] [DEBUG] [MAG       ] AMTB: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:39.353600] [INFO ] [LOCAL     ] AMTB: Saved forecast.
[2025-12-04T20:58:39.353673] [INFO ] [main      ] AMTB: Signal=1 (Conf=80.0%), Magnitude=-1.10% (Conf=60.0557%)
[2025-12-04T20:58:39.354036] [INFO ] [main      ] Fetching symbol history for NAZ...
[2025-12-04T20:58:39.354086] [DEBUG] [REMOTE    ] NAZ: Fetching historical data.
[2025-12-04T20:58:39.354648] [INFO ] [main      ] Progress: 886/970 forecasts completed (91.3%). AMTB finished in 0.6s. ETA: 14.2s. Rate: 355.20 forecasts/min
[2025-12-04T20:58:39.366420] [DEBUG] [REMOTE    ] NAZ: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:39.367968] [DEBUG] [LOCAL     ] Loaded configuration for NAZ: 11 features, N/A% accuracy
[2025-12-04T20:58:39.368026] [INFO ] [LOCAL     ] NAZ: Loaded 11 optimal features with 46.24% confidence from JSON config
[2025-12-04T20:58:39.368060] [DEBUG] [MAG       ] Building data for symbol: NAZ with lookback: 0
[2025-12-04T20:58:39.368941] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-12-04T20:58:39.369008] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:39.373986] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:58:39.374842] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:58:39.405392] [DEBUG] [MAG       ] BKCH: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:39.424848] [DEBUG] [MAG       ] CVKD: Last date is validated at 2025-12-04
[2025-12-04T20:58:39.461150] [DEBUG] [MAG       ] RCUS: Last date is validated at 2025-12-04
[2025-12-04T20:58:39.487442] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-04T20:58:39.518562] [INFO ] [LOCAL     ] BKCH: Saved forecast.
[2025-12-04T20:58:39.518648] [INFO ] [main      ] BKCH: Signal=1 (Conf=80.0%), Magnitude=-5.08% (Conf=54.1689%)
[2025-12-04T20:58:39.518811] [INFO ] [main      ] Fetching symbol history for LINK...
[2025-12-04T20:58:39.518853] [DEBUG] [REMOTE    ] LINK: Fetching historical data.
[2025-12-04T20:58:39.519869] [INFO ] [main      ] Progress: 887/970 forecasts completed (91.4%). BKCH finished in 0.6s. ETA: 14.0s. Rate: 355.21 forecasts/min
[2025-12-04T20:58:39.529883] [DEBUG] [REMOTE    ] LINK: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:39.530858] [DEBUG] [LOCAL     ] Loaded configuration for LINK: 2 features, N/A% accuracy
[2025-12-04T20:58:39.530914] [INFO ] [LOCAL     ] LINK: Loaded 2 optimal features with 53.64% confidence from JSON config
[2025-12-04T20:58:39.530946] [DEBUG] [MAG       ] Building data for symbol: LINK with lookback: 0
[2025-12-04T20:58:39.531740] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:58:39.531808] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-04T20:58:39.532556] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-04T20:58:39.535307] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:39.563857] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-04T20:58:39.566186] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:58:39.567286] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-04T20:58:39.568047] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:39.569919] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:58:39.570385] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:58:39.571471] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-04T20:58:39.573484] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:39.596388] [DEBUG] [MAG       ] CVKD: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:39.636825] [DEBUG] [MAG       ] RCUS: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:39.677754] [INFO ] [LOCAL     ] CVKD: Saved forecast.
[2025-12-04T20:58:39.677851] [INFO ] [main      ] CVKD: Signal=1 (Conf=80.0%), Magnitude=15.62% (Conf=54.609%)
[2025-12-04T20:58:39.678255] [INFO ] [main      ] Fetching symbol history for UNH...
[2025-12-04T20:58:39.678320] [DEBUG] [REMOTE    ] UNH: Fetching historical data.
[2025-12-04T20:58:39.678651] [INFO ] [main      ] Progress: 888/970 forecasts completed (91.5%). CVKD finished in 0.6s. ETA: 13.9s. Rate: 355.23 forecasts/min
[2025-12-04T20:58:39.690110] [DEBUG] [REMOTE    ] UNH: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:39.691356] [DEBUG] [LOCAL     ] Loaded configuration for UNH: 1 features, N/A% accuracy
[2025-12-04T20:58:39.691419] [INFO ] [LOCAL     ] UNH: Loaded 1 optimal features with 53.45% confidence from JSON config
[2025-12-04T20:58:39.691465] [DEBUG] [MAG       ] Building data for symbol: UNH with lookback: 0
[2025-12-04T20:58:39.692341] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-04T20:58:39.692399] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:58:39.734011] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:39.736408] [INFO ] [LOCAL     ] RCUS: Saved forecast.
[2025-12-04T20:58:39.736494] [INFO ] [main      ] RCUS: Signal=1 (Conf=80.0%), Magnitude=5.13% (Conf=50.2936%)
[2025-12-04T20:58:39.737047] [INFO ] [main      ] Fetching symbol history for LOVE...
[2025-12-04T20:58:39.737104] [DEBUG] [REMOTE    ] LOVE: Fetching historical data.
[2025-12-04T20:58:39.737641] [INFO ] [main      ] Progress: 889/970 forecasts completed (91.6%). RCUS finished in 0.7s. ETA: 13.7s. Rate: 355.49 forecasts/min
[2025-12-04T20:58:39.752394] [DEBUG] [REMOTE    ] LOVE: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:39.753964] [DEBUG] [LOCAL     ] Loaded configuration for LOVE: 6 features, N/A% accuracy
[2025-12-04T20:58:39.754029] [INFO ] [LOCAL     ] LOVE: Loaded 6 optimal features with 60.85% confidence from JSON config
[2025-12-04T20:58:39.754063] [DEBUG] [MAG       ] Building data for symbol: LOVE with lookback: 0
[2025-12-04T20:58:39.755065] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:58:39.755141] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:39.757165] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:58:39.757826] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:58:39.758321] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:39.758784] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-04T20:58:39.759599] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-04T20:58:39.763752] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:39.875414] [DEBUG] [MAG       ] LINK: Last date is validated at 2025-12-04
[2025-12-04T20:58:39.916613] [DEBUG] [MAG       ] NAZ: Last date is validated at 2025-12-04
[2025-12-04T20:58:40.039522] [DEBUG] [MAG       ] LINK: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:40.071434] [DEBUG] [MAG       ] UNH: Last date is validated at 2025-12-04
[2025-12-04T20:58:40.082658] [DEBUG] [MAG       ] NAZ: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:40.105365] [INFO ] [LOCAL     ] LINK: Saved forecast.
[2025-12-04T20:58:40.105430] [INFO ] [main      ] LINK: Signal=1 (Conf=80.0%), Magnitude=-5.36% (Conf=53.6387%)
[2025-12-04T20:58:40.105760] [INFO ] [main      ] Fetching symbol history for SNOA...
[2025-12-04T20:58:40.105820] [DEBUG] [REMOTE    ] SNOA: Fetching historical data.
[2025-12-04T20:58:40.106731] [INFO ] [main      ] Progress: 890/970 forecasts completed (91.8%). LINK finished in 0.6s. ETA: 13.5s. Rate: 355.02 forecasts/min
[2025-12-04T20:58:40.107640] [DEBUG] [MAG       ] LOVE: Last date is validated at 2025-12-04
[2025-12-04T20:58:40.116976] [DEBUG] [REMOTE    ] SNOA: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:40.118098] [DEBUG] [LOCAL     ] Loaded configuration for SNOA: 2 features, N/A% accuracy
[2025-12-04T20:58:40.118150] [INFO ] [LOCAL     ] SNOA: Loaded 2 optimal features with 46.87% confidence from JSON config
[2025-12-04T20:58:40.118191] [DEBUG] [MAG       ] Building data for symbol: SNOA with lookback: 0
[2025-12-04T20:58:40.119015] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:58:40.119073] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-04T20:58:40.121865] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-04T20:58:40.124185] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:40.146354] [INFO ] [LOCAL     ] NAZ: Saved forecast.
[2025-12-04T20:58:40.146421] [INFO ] [main      ] NAZ: Signal=1 (Conf=80.0%), Magnitude=0.05% (Conf=46.2429%)
[2025-12-04T20:58:40.146775] [INFO ] [main      ] Fetching symbol history for RBB...
[2025-12-04T20:58:40.146825] [DEBUG] [REMOTE    ] RBB: Fetching historical data.
[2025-12-04T20:58:40.147652] [INFO ] [main      ] Progress: 891/970 forecasts completed (91.9%). NAZ finished in 0.8s. ETA: 13.3s. Rate: 355.32 forecasts/min
[2025-12-04T20:58:40.158053] [DEBUG] [REMOTE    ] RBB: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:40.158900] [DEBUG] [LOCAL     ] Loaded configuration for RBB: 1 features, N/A% accuracy
[2025-12-04T20:58:40.158960] [INFO ] [LOCAL     ] RBB: Loaded 1 optimal features with 53.53% confidence from JSON config
[2025-12-04T20:58:40.158990] [DEBUG] [MAG       ] Building data for symbol: RBB with lookback: 0
[2025-12-04T20:58:40.159787] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-04T20:58:40.159860] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-04T20:58:40.161134] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:40.237028] [DEBUG] [MAG       ] UNH: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:40.283655] [DEBUG] [MAG       ] LOVE: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:40.387054] [INFO ] [LOCAL     ] LOVE: Saved forecast.
[2025-12-04T20:58:40.387142] [INFO ] [main      ] LOVE: Signal=1 (Conf=80.0%), Magnitude=4.75% (Conf=60.8504%)
[2025-12-04T20:58:40.387644] [INFO ] [main      ] Fetching symbol history for NUS...
[2025-12-04T20:58:40.387698] [DEBUG] [REMOTE    ] NUS: Fetching historical data.
[2025-12-04T20:58:40.387681] [INFO ] [main      ] Progress: 892/970 forecasts completed (92.0%). LOVE finished in 0.6s. ETA: 13.2s. Rate: 355.15 forecasts/min
[2025-12-04T20:58:40.402995] [DEBUG] [REMOTE    ] NUS: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:40.404458] [DEBUG] [LOCAL     ] Loaded configuration for NUS: 4 features, N/A% accuracy
[2025-12-04T20:58:40.404518] [INFO ] [LOCAL     ] NUS: Loaded 4 optimal features with 53.83% confidence from JSON config
[2025-12-04T20:58:40.404553] [DEBUG] [MAG       ] Building data for symbol: NUS with lookback: 0
[2025-12-04T20:58:40.405552] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:58:40.405638] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:40.407689] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:58:40.408429] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:40.408977] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:58:40.427558] [INFO ] [LOCAL     ] UNH: Saved forecast.
[2025-12-04T20:58:40.427649] [INFO ] [main      ] UNH: Signal=1 (Conf=80.0%), Magnitude=-3.87% (Conf=53.4519%)
[2025-12-04T20:58:40.428472] [INFO ] [main      ] Fetching symbol history for PEY...
[2025-12-04T20:58:40.428529] [DEBUG] [REMOTE    ] PEY: Fetching historical data.
[2025-12-04T20:58:40.429616] [INFO ] [main      ] Progress: 893/970 forecasts completed (92.1%). UNH finished in 0.7s. ETA: 13.0s. Rate: 355.45 forecasts/min
[2025-12-04T20:58:40.442185] [DEBUG] [REMOTE    ] PEY: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:40.443064] [DEBUG] [LOCAL     ] Loaded configuration for PEY: 2 features, N/A% accuracy
[2025-12-04T20:58:40.443136] [INFO ] [LOCAL     ] PEY: Loaded 2 optimal features with 50.34% confidence from JSON config
[2025-12-04T20:58:40.443168] [DEBUG] [MAG       ] Building data for symbol: PEY with lookback: 0
[2025-12-04T20:58:40.444010] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:58:40.444068] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:40.445866] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:58:40.446410] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:40.453752] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:40.463510] [DEBUG] [MAG       ] SNOA: Last date is validated at 2025-12-04
[2025-12-04T20:58:40.493838] [DEBUG] [MAG       ] RBB: Last date is validated at 2025-12-04
[2025-12-04T20:58:40.633153] [DEBUG] [MAG       ] SNOA: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:40.660969] [DEBUG] [MAG       ] RBB: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:40.694497] [INFO ] [LOCAL     ] SNOA: Saved forecast.
[2025-12-04T20:58:40.694565] [INFO ] [main      ] SNOA: Signal=1 (Conf=80.0%), Magnitude=6.19% (Conf=46.8659%)
[2025-12-04T20:58:40.694742] [INFO ] [main      ] Fetching symbol history for MNMD...
[2025-12-04T20:58:40.694785] [DEBUG] [REMOTE    ] MNMD: Fetching historical data.
[2025-12-04T20:58:40.695904] [INFO ] [main      ] Progress: 894/970 forecasts completed (92.2%). SNOA finished in 0.6s. ETA: 12.8s. Rate: 355.22 forecasts/min
[2025-12-04T20:58:40.706371] [DEBUG] [REMOTE    ] MNMD: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:40.707478] [DEBUG] [LOCAL     ] Loaded configuration for MNMD: 10 features, N/A% accuracy
[2025-12-04T20:58:40.707528] [INFO ] [LOCAL     ] MNMD: Loaded 10 optimal features with 57.13% confidence from JSON config
[2025-12-04T20:58:40.707559] [DEBUG] [MAG       ] Building data for symbol: MNMD with lookback: 0
[2025-12-04T20:58:40.708383] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-04T20:58:40.708445] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:40.713162] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:40.714944] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:58:40.715416] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:40.715884] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:58:40.718177] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:58:40.719824] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:58:40.725594] [INFO ] [LOCAL     ] RBB: Saved forecast.
[2025-12-04T20:58:40.725662] [INFO ] [main      ] RBB: Signal=1 (Conf=80.0%), Magnitude=7.08% (Conf=53.532%)
[2025-12-04T20:58:40.726013] [INFO ] [main      ] Fetching symbol history for CYRX...
[2025-12-04T20:58:40.726062] [DEBUG] [REMOTE    ] CYRX: Fetching historical data.
[2025-12-04T20:58:40.726654] [INFO ] [main      ] Progress: 895/970 forecasts completed (92.3%). RBB finished in 0.6s. ETA: 12.7s. Rate: 355.55 forecasts/min
[2025-12-04T20:58:40.737227] [DEBUG] [REMOTE    ] CYRX: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:40.738292] [DEBUG] [LOCAL     ] Loaded configuration for CYRX: 6 features, N/A% accuracy
[2025-12-04T20:58:40.738343] [INFO ] [LOCAL     ] CYRX: Loaded 6 optimal features with 38.78% confidence from JSON config
[2025-12-04T20:58:40.738374] [DEBUG] [MAG       ] Building data for symbol: CYRX with lookback: 0
[2025-12-04T20:58:40.739161] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:58:40.739219] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:40.743940] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:40.745695] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:58:40.746174] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:40.746553] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-04T20:58:40.748037] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-04T20:58:40.749424] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:40.758353] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-04T20:58:40.759177] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-04T20:58:40.761107] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-04T20:58:40.761745] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:40.794393] [DEBUG] [MAG       ] PEY: Last date is validated at 2025-12-04
[2025-12-04T20:58:40.818565] [DEBUG] [MAG       ] NUS: Last date is validated at 2025-12-04
[2025-12-04T20:58:40.973666] [DEBUG] [MAG       ] PEY: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:40.997451] [DEBUG] [MAG       ] NUS: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:41.037646] [INFO ] [LOCAL     ] PEY: Saved forecast.
[2025-12-04T20:58:41.037722] [INFO ] [main      ] PEY: Signal=1 (Conf=80.0%), Magnitude=-0.13% (Conf=50.3444%)
[2025-12-04T20:58:41.038149] [INFO ] [main      ] Fetching symbol history for UAE...
[2025-12-04T20:58:41.038200] [DEBUG] [REMOTE    ] UAE: Fetching historical data.
[2025-12-04T20:58:41.038658] [INFO ] [main      ] Progress: 896/970 forecasts completed (92.4%). PEY finished in 0.6s. ETA: 12.5s. Rate: 355.21 forecasts/min
[2025-12-04T20:58:41.049161] [DEBUG] [REMOTE    ] UAE: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:41.050862] [DEBUG] [LOCAL     ] Loaded configuration for UAE: 6 features, N/A% accuracy
[2025-12-04T20:58:41.050912] [INFO ] [LOCAL     ] UAE: Loaded 6 optimal features with 53.90% confidence from JSON config
[2025-12-04T20:58:41.050942] [DEBUG] [MAG       ] Building data for symbol: UAE with lookback: 0
[2025-12-04T20:58:41.051724] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:58:41.051782] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:41.056466] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:41.058219] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:58:41.058723] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:41.059095] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:58:41.059922] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-04T20:58:41.061200] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:41.076170] [INFO ] [LOCAL     ] NUS: Saved forecast.
[2025-12-04T20:58:41.076236] [INFO ] [main      ] NUS: Signal=1 (Conf=80.0%), Magnitude=1.55% (Conf=53.8267%)
[2025-12-04T20:58:41.076617] [INFO ] [main      ] Fetching symbol history for GIII...
[2025-12-04T20:58:41.076667] [DEBUG] [REMOTE    ] GIII: Fetching historical data.
[2025-12-04T20:58:41.076625] [INFO ] [main      ] Progress: 897/970 forecasts completed (92.5%). NUS finished in 0.7s. ETA: 12.3s. Rate: 355.52 forecasts/min
[2025-12-04T20:58:41.087348] [DEBUG] [MAG       ] CYRX: Last date is validated at 2025-12-04
[2025-12-04T20:58:41.087933] [DEBUG] [REMOTE    ] GIII: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:41.088933] [DEBUG] [LOCAL     ] Loaded configuration for GIII: 6 features, N/A% accuracy
[2025-12-04T20:58:41.088984] [INFO ] [LOCAL     ] GIII: Loaded 6 optimal features with 49.91% confidence from JSON config
[2025-12-04T20:58:41.089015] [DEBUG] [MAG       ] Building data for symbol: GIII with lookback: 0
[2025-12-04T20:58:41.089802] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:58:41.089863] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:41.094511] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:58:41.095318] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:58:41.097566] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-04T20:58:41.098755] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-04T20:58:41.099321] [DEBUG] [MAG       ] MNMD: Last date is validated at 2025-12-04
[2025-12-04T20:58:41.100704] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-04T20:58:41.102066] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:41.251944] [DEBUG] [MAG       ] CYRX: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:41.269797] [DEBUG] [MAG       ] MNMD: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:41.322914] [INFO ] [LOCAL     ] CYRX: Saved forecast.
[2025-12-04T20:58:41.322981] [INFO ] [main      ] CYRX: Signal=1 (Conf=80.0%), Magnitude=4.02% (Conf=38.7803%)
[2025-12-04T20:58:41.323337] [INFO ] [main      ] Fetching symbol history for GNLN...
[2025-12-04T20:58:41.323386] [DEBUG] [REMOTE    ] GNLN: Fetching historical data.
[2025-12-04T20:58:41.323361] [INFO ] [main      ] Progress: 898/970 forecasts completed (92.6%). CYRX finished in 0.6s. ETA: 12.2s. Rate: 355.34 forecasts/min
[2025-12-04T20:58:41.334177] [DEBUG] [REMOTE    ] GNLN: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:41.335238] [DEBUG] [LOCAL     ] Loaded configuration for GNLN: 6 features, N/A% accuracy
[2025-12-04T20:58:41.335288] [INFO ] [LOCAL     ] GNLN: Loaded 6 optimal features with 19.12% confidence from JSON config
[2025-12-04T20:58:41.335319] [DEBUG] [MAG       ] Building data for symbol: GNLN with lookback: 0
[2025-12-04T20:58:41.336099] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:58:41.336157] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:41.340942] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:41.342717] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:58:41.343186] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:58:41.345461] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-04T20:58:41.356068] [INFO ] [LOCAL     ] MNMD: Saved forecast.
[2025-12-04T20:58:41.356136] [INFO ] [main      ] MNMD: Signal=1 (Conf=80.0%), Magnitude=1.74% (Conf=57.133%)
[2025-12-04T20:58:41.356296] [INFO ] [main      ] Fetching symbol history for CRK...
[2025-12-04T20:58:41.356344] [DEBUG] [REMOTE    ] CRK: Fetching historical data.
[2025-12-04T20:58:41.357050] [INFO ] [main      ] Progress: 899/970 forecasts completed (92.7%). MNMD finished in 0.7s. ETA: 12.0s. Rate: 355.65 forecasts/min
[2025-12-04T20:58:41.368685] [DEBUG] [REMOTE    ] CRK: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:41.369649] [DEBUG] [LOCAL     ] Loaded configuration for CRK: 6 features, N/A% accuracy
[2025-12-04T20:58:41.369700] [INFO ] [LOCAL     ] CRK: Loaded 6 optimal features with 62.45% confidence from JSON config
[2025-12-04T20:58:41.369730] [DEBUG] [MAG       ] Building data for symbol: CRK with lookback: 0
[2025-12-04T20:58:41.370494] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:58:41.370553] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:58:41.372123] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:58:41.393897] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-04T20:58:41.395762] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:41.410408] [DEBUG] [MAG       ] UAE: Last date is validated at 2025-12-04
[2025-12-04T20:58:41.410862] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-04T20:58:41.414102] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-04T20:58:41.415305] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-04T20:58:41.415967] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-04T20:58:41.418035] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:41.439813] [DEBUG] [MAG       ] GIII: Last date is validated at 2025-12-04
[2025-12-04T20:58:41.580610] [DEBUG] [MAG       ] UAE: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:41.607123] [DEBUG] [MAG       ] GIII: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:41.645552] [INFO ] [LOCAL     ] UAE: Saved forecast.
[2025-12-04T20:58:41.645642] [INFO ] [main      ] UAE: Signal=1 (Conf=80.0%), Magnitude=1.76% (Conf=53.8988%)
[2025-12-04T20:58:41.645976] [INFO ] [main      ] Fetching symbol history for CNVS...
[2025-12-04T20:58:41.646025] [DEBUG] [REMOTE    ] CNVS: Fetching historical data.
[2025-12-04T20:58:41.646663] [INFO ] [main      ] Progress: 900/970 forecasts completed (92.8%). UAE finished in 0.6s. ETA: 11.8s. Rate: 355.37 forecasts/min
[2025-12-04T20:58:41.657087] [DEBUG] [REMOTE    ] CNVS: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:41.657935] [DEBUG] [LOCAL     ] Loaded configuration for CNVS: 3 features, N/A% accuracy
[2025-12-04T20:58:41.657985] [INFO ] [LOCAL     ] CNVS: Loaded 3 optimal features with 48.39% confidence from JSON config
[2025-12-04T20:58:41.658016] [DEBUG] [MAG       ] Building data for symbol: CNVS with lookback: 0
[2025-12-04T20:58:41.658810] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:58:41.658867] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:41.663566] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:58:41.698672] [INFO ] [LOCAL     ] GIII: Saved forecast.
[2025-12-04T20:58:41.698741] [INFO ] [main      ] GIII: Signal=1 (Conf=80.0%), Magnitude=0.16% (Conf=49.9144%)
[2025-12-04T20:58:41.699112] [INFO ] [main      ] Fetching symbol history for COMM...
[2025-12-04T20:58:41.699162] [DEBUG] [REMOTE    ] COMM: Fetching historical data.
[2025-12-04T20:58:41.699624] [INFO ] [main      ] Progress: 901/970 forecasts completed (92.9%). GIII finished in 0.6s. ETA: 11.6s. Rate: 355.64 forecasts/min
[2025-12-04T20:58:41.710653] [DEBUG] [REMOTE    ] COMM: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:41.711739] [DEBUG] [LOCAL     ] Loaded configuration for COMM: 8 features, N/A% accuracy
[2025-12-04T20:58:41.711794] [INFO ] [LOCAL     ] COMM: Loaded 8 optimal features with 48.50% confidence from JSON config
[2025-12-04T20:58:41.711825] [DEBUG] [MAG       ] Building data for symbol: COMM with lookback: 0
[2025-12-04T20:58:41.712629] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-04T20:58:41.712713] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:41.714447] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:58:41.714980] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:41.715410] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:58:41.731297] [DEBUG] [MAG       ] GNLN: Last date is validated at 2025-12-04
[2025-12-04T20:58:41.767163] [DEBUG] [MAG       ] CRK: Last date is validated at 2025-12-04
[2025-12-04T20:58:41.778368] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-04T20:58:41.779305] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:41.832307] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-04T20:58:41.882015] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-04T20:58:41.883140] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-04T20:58:41.899266] [DEBUG] [MAG       ] GNLN: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:41.934524] [DEBUG] [MAG       ] CRK: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:41.959857] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:58:41.961029] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:42.027493] [INFO ] [LOCAL     ] CRK: Saved forecast.
[2025-12-04T20:58:42.027588] [INFO ] [main      ] CRK: Signal=1 (Conf=80.0%), Magnitude=3.02% (Conf=62.4487%)
[2025-12-04T20:58:42.027760] [INFO ] [main      ] Fetching symbol history for SHC...
[2025-12-04T20:58:42.027803] [DEBUG] [REMOTE    ] SHC: Fetching historical data.
[2025-12-04T20:58:42.029307] [INFO ] [main      ] Progress: 902/970 forecasts completed (93.0%). CRK finished in 0.7s. ETA: 11.5s. Rate: 355.26 forecasts/min
[2025-12-04T20:58:42.041086] [DEBUG] [REMOTE    ] SHC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:42.042077] [DEBUG] [LOCAL     ] Loaded configuration for SHC: 1 features, N/A% accuracy
[2025-12-04T20:58:42.042128] [INFO ] [LOCAL     ] SHC: Loaded 1 optimal features with 53.41% confidence from JSON config
[2025-12-04T20:58:42.042158] [DEBUG] [MAG       ] Building data for symbol: SHC with lookback: 0
[2025-12-04T20:58:42.043075] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-04T20:58:42.043132] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-04T20:58:42.045029] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:42.122405] [DEBUG] [MAG       ] CNVS: Last date is validated at 2025-12-04
[2025-12-04T20:58:42.129775] [INFO ] [LOCAL     ] GNLN: Saved forecast.
[2025-12-04T20:58:42.129842] [INFO ] [main      ] GNLN: Signal=1 (Conf=80.0%), Magnitude=-16.68% (Conf=19.1158%)
[2025-12-04T20:58:42.130188] [INFO ] [main      ] Fetching symbol history for PRA...
[2025-12-04T20:58:42.130238] [DEBUG] [REMOTE    ] PRA: Fetching historical data.
[2025-12-04T20:58:42.130660] [INFO ] [main      ] Progress: 903/970 forecasts completed (93.1%). GNLN finished in 0.8s. ETA: 11.3s. Rate: 355.42 forecasts/min
[2025-12-04T20:58:42.142320] [DEBUG] [REMOTE    ] PRA: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:42.143452] [DEBUG] [LOCAL     ] Loaded configuration for PRA: 5 features, N/A% accuracy
[2025-12-04T20:58:42.143502] [INFO ] [LOCAL     ] PRA: Loaded 5 optimal features with 35.58% confidence from JSON config
[2025-12-04T20:58:42.143534] [DEBUG] [MAG       ] Building data for symbol: PRA with lookback: 0
[2025-12-04T20:58:42.144349] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:58:42.144407] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:42.149449] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:42.151195] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:58:42.151678] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:42.152071] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-04T20:58:42.152722] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:42.288491] [DEBUG] [MAG       ] CNVS: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:42.297508] [DEBUG] [MAG       ] COMM: Last date is validated at 2025-12-04
[2025-12-04T20:58:42.349621] [INFO ] [LOCAL     ] CNVS: Saved forecast.
[2025-12-04T20:58:42.349689] [INFO ] [main      ] CNVS: Signal=1 (Conf=80.0%), Magnitude=-0.83% (Conf=48.3917%)
[2025-12-04T20:58:42.350438] [INFO ] [main      ] Fetching symbol history for CGC...
[2025-12-04T20:58:42.350488] [DEBUG] [REMOTE    ] CGC: Fetching historical data.
[2025-12-04T20:58:42.350682] [INFO ] [main      ] Progress: 904/970 forecasts completed (93.2%). CNVS finished in 0.7s. ETA: 11.1s. Rate: 355.30 forecasts/min
[2025-12-04T20:58:42.364177] [DEBUG] [REMOTE    ] CGC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:42.365116] [DEBUG] [LOCAL     ] Loaded configuration for CGC: 4 features, N/A% accuracy
[2025-12-04T20:58:42.365166] [INFO ] [LOCAL     ] CGC: Loaded 4 optimal features with 44.27% confidence from JSON config
[2025-12-04T20:58:42.365209] [DEBUG] [MAG       ] Building data for symbol: CGC with lookback: 0
[2025-12-04T20:58:42.366020] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:58:42.366077] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:58:42.366958] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:58:42.369388] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-04T20:58:42.370031] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-04T20:58:42.372033] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:42.400563] [DEBUG] [MAG       ] SHC: Last date is validated at 2025-12-04
[2025-12-04T20:58:42.471326] [DEBUG] [MAG       ] COMM: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:42.483111] [DEBUG] [MAG       ] PRA: Last date is validated at 2025-12-04
[2025-12-04T20:58:42.556648] [INFO ] [LOCAL     ] COMM: Saved forecast.
[2025-12-04T20:58:42.556747] [INFO ] [main      ] COMM: Signal=1 (Conf=80.0%), Magnitude=-6.24% (Conf=48.4957%)
[2025-12-04T20:58:42.557188] [INFO ] [main      ] Fetching symbol history for RA...
[2025-12-04T20:58:42.557242] [DEBUG] [REMOTE    ] RA: Fetching historical data.
[2025-12-04T20:58:42.557661] [INFO ] [main      ] Progress: 905/970 forecasts completed (93.3%). COMM finished in 0.9s. ETA: 11.0s. Rate: 355.21 forecasts/min
[2025-12-04T20:58:42.569813] [DEBUG] [REMOTE    ] RA: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:42.570898] [DEBUG] [LOCAL     ] Loaded configuration for RA: 9 features, N/A% accuracy
[2025-12-04T20:58:42.570967] [INFO ] [LOCAL     ] RA: Loaded 9 optimal features with 45.17% confidence from JSON config
[2025-12-04T20:58:42.571000] [DEBUG] [MAG       ] Building data for symbol: RA with lookback: 0
[2025-12-04T20:58:42.571975] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-04T20:58:42.572049] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:42.572944] [DEBUG] [MAG       ] SHC: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:42.577689] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:42.579798] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:58:42.580349] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:58:42.580839] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:42.581257] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-04T20:58:42.582564] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-04T20:58:42.584712] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-04T20:58:42.586201] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:58:42.588058] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:42.637493] [INFO ] [LOCAL     ] SHC: Saved forecast.
[2025-12-04T20:58:42.637562] [INFO ] [main      ] SHC: Signal=1 (Conf=80.0%), Magnitude=-1.03% (Conf=53.4103%)
[2025-12-04T20:58:42.637758] [INFO ] [main      ] Fetching symbol history for UYLD...
[2025-12-04T20:58:42.637807] [DEBUG] [REMOTE    ] UYLD: Fetching historical data.
[2025-12-04T20:58:42.639405] [INFO ] [main      ] Progress: 906/970 forecasts completed (93.4%). SHC finished in 0.6s. ETA: 10.8s. Rate: 355.42 forecasts/min
[2025-12-04T20:58:42.650773] [DEBUG] [REMOTE    ] UYLD: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:42.651200] [DEBUG] [MAG       ] PRA: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:42.651875] [DEBUG] [LOCAL     ] Loaded configuration for UYLD: 7 features, N/A% accuracy
[2025-12-04T20:58:42.651940] [INFO ] [LOCAL     ] UYLD: Loaded 7 optimal features with 15.44% confidence from JSON config
[2025-12-04T20:58:42.652011] [DEBUG] [MAG       ] Building data for symbol: UYLD with lookback: 0
[2025-12-04T20:58:42.652827] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-04T20:58:42.652889] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:42.657855] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:42.659675] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:58:42.660158] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:58:42.660613] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:42.661001] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-04T20:58:42.662989] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-04T20:58:42.663732] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:42.705070] [DEBUG] [MAG       ] CGC: Last date is validated at 2025-12-04
[2025-12-04T20:58:42.724927] [INFO ] [LOCAL     ] PRA: Saved forecast.
[2025-12-04T20:58:42.724994] [INFO ] [main      ] PRA: Signal=1 (Conf=80.0%), Magnitude=1.61% (Conf=35.5821%)
[2025-12-04T20:58:42.725151] [INFO ] [main      ] Fetching symbol history for RBBN...
[2025-12-04T20:58:42.725193] [DEBUG] [REMOTE    ] RBBN: Fetching historical data.
[2025-12-04T20:58:42.726659] [INFO ] [main      ] Progress: 907/970 forecasts completed (93.5%). PRA finished in 0.6s. ETA: 10.6s. Rate: 355.61 forecasts/min
[2025-12-04T20:58:42.736643] [DEBUG] [REMOTE    ] RBBN: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:42.737464] [DEBUG] [LOCAL     ] Loaded configuration for RBBN: 6 features, N/A% accuracy
[2025-12-04T20:58:42.737519] [INFO ] [LOCAL     ] RBBN: Loaded 6 optimal features with 50.69% confidence from JSON config
[2025-12-04T20:58:42.737551] [DEBUG] [MAG       ] Building data for symbol: RBBN with lookback: 0
[2025-12-04T20:58:42.738386] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:58:42.738445] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:42.743212] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:42.744992] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:58:42.745442] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:42.745888] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-04T20:58:42.747426] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-04T20:58:42.749773] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:42.868879] [DEBUG] [MAG       ] CGC: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:42.926570] [INFO ] [LOCAL     ] CGC: Saved forecast.
[2025-12-04T20:58:42.926655] [INFO ] [main      ] CGC: Signal=1 (Conf=80.0%), Magnitude=0.10% (Conf=44.2741%)
[2025-12-04T20:58:42.926993] [INFO ] [main      ] Fetching symbol history for EVO...
[2025-12-04T20:58:42.927041] [DEBUG] [REMOTE    ] EVO: Fetching historical data.
[2025-12-04T20:58:42.927660] [INFO ] [main      ] Progress: 908/970 forecasts completed (93.6%). CGC finished in 0.6s. ETA: 10.5s. Rate: 355.53 forecasts/min
[2025-12-04T20:58:42.929259] [DEBUG] [MAG       ] RA: Last date is validated at 2025-12-04
[2025-12-04T20:58:42.937349] [DEBUG] [REMOTE    ] EVO: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:42.938288] [DEBUG] [LOCAL     ] Loaded configuration for EVO: 10 features, N/A% accuracy
[2025-12-04T20:58:42.938339] [INFO ] [LOCAL     ] EVO: Loaded 10 optimal features with 60.25% confidence from JSON config
[2025-12-04T20:58:42.938371] [DEBUG] [MAG       ] Building data for symbol: EVO with lookback: 0
[2025-12-04T20:58:42.939171] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-04T20:58:42.939234] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:42.940890] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:58:42.941393] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:58:42.941843] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:42.942220] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:58:42.942974] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:58:42.943801] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-04T20:58:43.007440] [DEBUG] [MAG       ] UYLD: Last date is validated at 2025-12-04
[2025-12-04T20:58:43.017106] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-04T20:58:43.018546] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:58:43.019665] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:58:43.020747] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:43.081867] [DEBUG] [MAG       ] RBBN: Last date is validated at 2025-12-04
[2025-12-04T20:58:43.096383] [DEBUG] [MAG       ] RA: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:43.162771] [INFO ] [LOCAL     ] RA: Saved forecast.
[2025-12-04T20:58:43.162840] [INFO ] [main      ] RA: Signal=1 (Conf=80.0%), Magnitude=0.00% (Conf=45.1684%)
[2025-12-04T20:58:43.163274] [INFO ] [main      ] Fetching symbol history for PGC...
[2025-12-04T20:58:43.163326] [DEBUG] [REMOTE    ] PGC: Fetching historical data.
[2025-12-04T20:58:43.163658] [INFO ] [main      ] Progress: 909/970 forecasts completed (93.7%). RA finished in 0.6s. ETA: 10.3s. Rate: 355.38 forecasts/min
[2025-12-04T20:58:43.174524] [DEBUG] [REMOTE    ] PGC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:43.175643] [DEBUG] [LOCAL     ] Loaded configuration for PGC: 2 features, N/A% accuracy
[2025-12-04T20:58:43.175713] [INFO ] [LOCAL     ] PGC: Loaded 2 optimal features with 54.18% confidence from JSON config
[2025-12-04T20:58:43.175744] [DEBUG] [MAG       ] Building data for symbol: PGC with lookback: 0
[2025-12-04T20:58:43.176522] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:58:43.176597] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:58:43.176537] [DEBUG] [MAG       ] UYLD: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:43.214408] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-04T20:58:43.215233] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:43.239249] [INFO ] [LOCAL     ] UYLD: Saved forecast.
[2025-12-04T20:58:43.239321] [INFO ] [main      ] UYLD: Signal=1 (Conf=80.0%), Magnitude=0.00% (Conf=15.4414%)
[2025-12-04T20:58:43.239708] [INFO ] [main      ] Progress: 910/970 forecasts completed (93.8%). UYLD finished in 0.6s. ETA: 10.1s. Rate: 355.59 forecasts/min
[2025-12-04T20:58:43.239847] [INFO ] [main      ] Fetching symbol history for CAF...
[2025-12-04T20:58:43.239890] [DEBUG] [REMOTE    ] CAF: Fetching historical data.
[2025-12-04T20:58:43.247413] [DEBUG] [MAG       ] RBBN: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:43.252850] [DEBUG] [REMOTE    ] CAF: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:43.253844] [DEBUG] [LOCAL     ] Loaded configuration for CAF: 5 features, N/A% accuracy
[2025-12-04T20:58:43.253896] [INFO ] [LOCAL     ] CAF: Loaded 5 optimal features with 51.72% confidence from JSON config
[2025-12-04T20:58:43.253927] [DEBUG] [MAG       ] Building data for symbol: CAF with lookback: 0
[2025-12-04T20:58:43.254717] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:58:43.254775] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:43.256459] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:58:43.257038] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-04T20:58:43.258997] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-04T20:58:43.259696] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-04T20:58:43.261222] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:43.309113] [INFO ] [LOCAL     ] RBBN: Saved forecast.
[2025-12-04T20:58:43.309179] [INFO ] [main      ] RBBN: Signal=1 (Conf=80.0%), Magnitude=-0.39% (Conf=50.6863%)
[2025-12-04T20:58:43.309651] [INFO ] [main      ] Fetching symbol history for HTBK...
[2025-12-04T20:58:43.309553] [INFO ] [main      ] Progress: 911/970 forecasts completed (93.9%). RBBN finished in 0.6s. ETA: 9.9s. Rate: 355.82 forecasts/min
[2025-12-04T20:58:43.309713] [DEBUG] [REMOTE    ] HTBK: Fetching historical data.
[2025-12-04T20:58:43.321296] [DEBUG] [REMOTE    ] HTBK: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:43.322289] [DEBUG] [LOCAL     ] Loaded configuration for HTBK: 2 features, N/A% accuracy
[2025-12-04T20:58:43.322338] [INFO ] [LOCAL     ] HTBK: Loaded 2 optimal features with 45.12% confidence from JSON config
[2025-12-04T20:58:43.322368] [DEBUG] [MAG       ] Building data for symbol: HTBK with lookback: 0
[2025-12-04T20:58:43.323164] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:58:43.323221] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:43.327926] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-04T20:58:43.328723] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:43.348387] [DEBUG] [MAG       ] EVO: Last date is validated at 2025-12-04
[2025-12-04T20:58:43.511525] [DEBUG] [MAG       ] EVO: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:43.547920] [DEBUG] [MAG       ] PGC: Last date is validated at 2025-12-04
[2025-12-04T20:58:43.574273] [INFO ] [LOCAL     ] EVO: Saved forecast.
[2025-12-04T20:58:43.574339] [INFO ] [main      ] EVO: Signal=1 (Conf=80.0%), Magnitude=3.55% (Conf=60.2459%)
[2025-12-04T20:58:43.574717] [INFO ] [main      ] Fetching symbol history for MGY...
[2025-12-04T20:58:43.574765] [DEBUG] [REMOTE    ] MGY: Fetching historical data.
[2025-12-04T20:58:43.575661] [INFO ] [main      ] Progress: 912/970 forecasts completed (94.0%). EVO finished in 0.6s. ETA: 9.8s. Rate: 355.59 forecasts/min
[2025-12-04T20:58:43.585863] [DEBUG] [REMOTE    ] MGY: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:43.586914] [DEBUG] [LOCAL     ] Loaded configuration for MGY: 5 features, N/A% accuracy
[2025-12-04T20:58:43.586974] [INFO ] [LOCAL     ] MGY: Loaded 5 optimal features with 52.96% confidence from JSON config
[2025-12-04T20:58:43.587011] [DEBUG] [MAG       ] Building data for symbol: MGY with lookback: 0
[2025-12-04T20:58:43.587789] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:58:43.587846] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:43.592673] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:43.594431] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:58:43.594904] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:43.595273] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:58:43.609885] [DEBUG] [MAG       ] CAF: Last date is validated at 2025-12-04
[2025-12-04T20:58:43.665517] [DEBUG] [MAG       ] HTBK: Last date is validated at 2025-12-04
[2025-12-04T20:58:43.705099] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:43.716876] [DEBUG] [MAG       ] PGC: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:43.782233] [DEBUG] [MAG       ] CAF: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:43.793114] [INFO ] [LOCAL     ] PGC: Saved forecast.
[2025-12-04T20:58:43.793178] [INFO ] [main      ] PGC: Signal=1 (Conf=80.0%), Magnitude=1.20% (Conf=54.1793%)
[2025-12-04T20:58:43.793616] [INFO ] [main      ] Fetching symbol history for PB...
[2025-12-04T20:58:43.793675] [DEBUG] [REMOTE    ] PB: Fetching historical data.
[2025-12-04T20:58:43.793652] [INFO ] [main      ] Progress: 913/970 forecasts completed (94.1%). PGC finished in 0.6s. ETA: 9.6s. Rate: 355.48 forecasts/min
[2025-12-04T20:58:43.805273] [DEBUG] [REMOTE    ] PB: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:43.806485] [DEBUG] [LOCAL     ] Loaded configuration for PB: 7 features, N/A% accuracy
[2025-12-04T20:58:43.806537] [INFO ] [LOCAL     ] PB: Loaded 7 optimal features with 56.65% confidence from JSON config
[2025-12-04T20:58:43.806570] [DEBUG] [MAG       ] Building data for symbol: PB with lookback: 0
[2025-12-04T20:58:43.807380] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-04T20:58:43.807443] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:43.809211] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:58:43.809754] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:43.810149] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:58:43.810944] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:58:43.811804] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:58:43.832985] [DEBUG] [MAG       ] HTBK: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:43.845281] [INFO ] [LOCAL     ] CAF: Saved forecast.
[2025-12-04T20:58:43.845367] [INFO ] [main      ] CAF: Signal=1 (Conf=80.0%), Magnitude=0.93% (Conf=51.724%)
[2025-12-04T20:58:43.845607] [INFO ] [main      ] Fetching symbol history for AGNCN...
[2025-12-04T20:58:43.845673] [DEBUG] [REMOTE    ] AGNCN: Fetching historical data.
[2025-12-04T20:58:43.847646] [INFO ] [main      ] Progress: 914/970 forecasts completed (94.2%). CAF finished in 0.6s. ETA: 9.4s. Rate: 355.74 forecasts/min
[2025-12-04T20:58:43.857670] [DEBUG] [REMOTE    ] AGNCN: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:43.858773] [DEBUG] [LOCAL     ] Loaded configuration for AGNCN: 1 features, N/A% accuracy
[2025-12-04T20:58:43.858825] [INFO ] [LOCAL     ] AGNCN: Loaded 1 optimal features with 45.82% confidence from JSON config
[2025-12-04T20:58:43.858857] [DEBUG] [MAG       ] Building data for symbol: AGNCN with lookback: 0
[2025-12-04T20:58:43.859662] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-04T20:58:43.859719] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:58:43.892034] [INFO ] [LOCAL     ] HTBK: Saved forecast.
[2025-12-04T20:58:43.892099] [INFO ] [main      ] HTBK: Signal=1 (Conf=80.0%), Magnitude=1.35% (Conf=45.1201%)
[2025-12-04T20:58:43.892257] [INFO ] [main      ] Fetching symbol history for DOX...
[2025-12-04T20:58:43.892299] [DEBUG] [REMOTE    ] DOX: Fetching historical data.
[2025-12-04T20:58:43.892966] [INFO ] [main      ] Progress: 915/970 forecasts completed (94.3%). HTBK finished in 0.6s. ETA: 9.3s. Rate: 356.03 forecasts/min
[2025-12-04T20:58:43.903807] [DEBUG] [REMOTE    ] DOX: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:43.904835] [DEBUG] [LOCAL     ] Loaded configuration for DOX: 8 features, N/A% accuracy
[2025-12-04T20:58:43.904887] [INFO ] [LOCAL     ] DOX: Loaded 8 optimal features with 46.48% confidence from JSON config
[2025-12-04T20:58:43.904918] [DEBUG] [MAG       ] Building data for symbol: DOX with lookback: 0
[2025-12-04T20:58:43.905717] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-04T20:58:43.905776] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:43.910487] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:43.912265] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:58:43.912740] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:43.913120] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:58:43.921598] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:58:43.922787] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:43.978289] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:44.023150] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-04T20:58:44.025094] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-04T20:58:44.025781] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-04T20:58:44.026430] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:44.045305] [DEBUG] [MAG       ] MGY: Last date is validated at 2025-12-04
[2025-12-04T20:58:44.209872] [DEBUG] [MAG       ] MGY: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:44.267816] [DEBUG] [MAG       ] PB: Last date is validated at 2025-12-04
[2025-12-04T20:58:44.284810] [INFO ] [LOCAL     ] MGY: Saved forecast.
[2025-12-04T20:58:44.284876] [INFO ] [main      ] MGY: Signal=1 (Conf=80.0%), Magnitude=-2.79% (Conf=52.9587%)
[2025-12-04T20:58:44.285195] [INFO ] [main      ] Fetching symbol history for VINP...
[2025-12-04T20:58:44.285243] [DEBUG] [REMOTE    ] VINP: Fetching historical data.
[2025-12-04T20:58:44.285657] [INFO ] [main      ] Progress: 916/970 forecasts completed (94.4%). MGY finished in 0.7s. ETA: 9.1s. Rate: 355.51 forecasts/min
[2025-12-04T20:58:44.296023] [DEBUG] [REMOTE    ] VINP: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:44.296905] [DEBUG] [LOCAL     ] Loaded configuration for VINP: 1 features, N/A% accuracy
[2025-12-04T20:58:44.296968] [INFO ] [LOCAL     ] VINP: Loaded 1 optimal features with 56.52% confidence from JSON config
[2025-12-04T20:58:44.297004] [DEBUG] [MAG       ] Building data for symbol: VINP with lookback: 0
[2025-12-04T20:58:44.297779] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-04T20:58:44.297837] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-04T20:58:44.299020] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:44.322136] [DEBUG] [MAG       ] AGNCN: Last date is validated at 2025-12-04
[2025-12-04T20:58:44.363077] [DEBUG] [MAG       ] DOX: Last date is validated at 2025-12-04
[2025-12-04T20:58:44.440550] [DEBUG] [MAG       ] PB: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:44.492028] [DEBUG] [MAG       ] AGNCN: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:44.528191] [INFO ] [LOCAL     ] PB: Saved forecast.
[2025-12-04T20:58:44.528288] [INFO ] [main      ] PB: Signal=1 (Conf=80.0%), Magnitude=2.71% (Conf=56.6536%)
[2025-12-04T20:58:44.528467] [INFO ] [main      ] Fetching symbol history for CUZ...
[2025-12-04T20:58:44.528511] [DEBUG] [REMOTE    ] CUZ: Fetching historical data.
[2025-12-04T20:58:44.529659] [INFO ] [main      ] Progress: 917/970 forecasts completed (94.5%). PB finished in 0.7s. ETA: 8.9s. Rate: 355.34 forecasts/min
[2025-12-04T20:58:44.529857] [DEBUG] [MAG       ] DOX: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:44.540403] [DEBUG] [REMOTE    ] CUZ: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:44.541357] [DEBUG] [LOCAL     ] Loaded configuration for CUZ: 6 features, N/A% accuracy
[2025-12-04T20:58:44.541407] [INFO ] [LOCAL     ] CUZ: Loaded 6 optimal features with 54.73% confidence from JSON config
[2025-12-04T20:58:44.541438] [DEBUG] [MAG       ] Building data for symbol: CUZ with lookback: 0
[2025-12-04T20:58:44.542231] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:58:44.542294] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:44.544489] [INFO ] [LOCAL     ] AGNCN: Saved forecast.
[2025-12-04T20:58:44.544557] [INFO ] [main      ] AGNCN: Signal=1 (Conf=80.0%), Magnitude=0.05% (Conf=45.8207%)
[2025-12-04T20:58:44.544749] [INFO ] [main      ] Fetching symbol history for TEO...
[2025-12-04T20:58:44.544795] [DEBUG] [REMOTE    ] TEO: Fetching historical data.
[2025-12-04T20:58:44.546641] [INFO ] [main      ] Progress: 918/970 forecasts completed (94.6%). AGNCN finished in 0.7s. ETA: 8.8s. Rate: 355.69 forecasts/min
[2025-12-04T20:58:44.547762] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:44.549658] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:58:44.550165] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:44.550544] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-04T20:58:44.551666] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-04T20:58:44.552356] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:44.557477] [DEBUG] [REMOTE    ] TEO: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:44.558649] [DEBUG] [LOCAL     ] Loaded configuration for TEO: 6 features, N/A% accuracy
[2025-12-04T20:58:44.558704] [INFO ] [LOCAL     ] TEO: Loaded 6 optimal features with 48.28% confidence from JSON config
[2025-12-04T20:58:44.558736] [DEBUG] [MAG       ] Building data for symbol: TEO with lookback: 0
[2025-12-04T20:58:44.559525] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:58:44.559602] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:44.564894] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:44.566762] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:58:44.567248] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:44.567659] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:58:44.568559] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-04T20:58:44.569285] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:44.621971] [INFO ] [LOCAL     ] DOX: Saved forecast.
[2025-12-04T20:58:44.622037] [INFO ] [main      ] DOX: Signal=1 (Conf=80.0%), Magnitude=0.59% (Conf=46.4751%)
[2025-12-04T20:58:44.622556] [INFO ] [main      ] Progress: 919/970 forecasts completed (94.7%). DOX finished in 0.7s. ETA: 8.6s. Rate: 355.90 forecasts/min
[2025-12-04T20:58:44.622693] [INFO ] [main      ] Fetching symbol history for GLP...
[2025-12-04T20:58:44.622736] [DEBUG] [REMOTE    ] GLP: Fetching historical data.
[2025-12-04T20:58:44.633928] [DEBUG] [REMOTE    ] GLP: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:44.634808] [DEBUG] [LOCAL     ] Loaded configuration for GLP: 2 features, N/A% accuracy
[2025-12-04T20:58:44.634870] [INFO ] [LOCAL     ] GLP: Loaded 2 optimal features with 51.23% confidence from JSON config
[2025-12-04T20:58:44.634908] [DEBUG] [MAG       ] Building data for symbol: GLP with lookback: 0
[2025-12-04T20:58:44.635717] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:58:44.635773] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:58:44.639028] [DEBUG] [MAG       ] VINP: Last date is validated at 2025-12-04
[2025-12-04T20:58:44.674623] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-04T20:58:44.676500] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:44.806359] [DEBUG] [MAG       ] VINP: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:44.860653] [INFO ] [LOCAL     ] VINP: Saved forecast.
[2025-12-04T20:58:44.860719] [INFO ] [main      ] VINP: Signal=1 (Conf=80.0%), Magnitude=0.75% (Conf=56.516%)
[2025-12-04T20:58:44.861068] [INFO ] [main      ] Fetching symbol history for ACI...
[2025-12-04T20:58:44.861117] [DEBUG] [REMOTE    ] ACI: Fetching historical data.
[2025-12-04T20:58:44.861655] [INFO ] [main      ] Progress: 920/970 forecasts completed (94.8%). VINP finished in 0.6s. ETA: 8.4s. Rate: 355.74 forecasts/min
[2025-12-04T20:58:44.872371] [DEBUG] [REMOTE    ] ACI: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:44.873342] [DEBUG] [LOCAL     ] Loaded configuration for ACI: 10 features, N/A% accuracy
[2025-12-04T20:58:44.873405] [INFO ] [LOCAL     ] ACI: Loaded 10 optimal features with 61.77% confidence from JSON config
[2025-12-04T20:58:44.873437] [DEBUG] [MAG       ] Building data for symbol: ACI with lookback: 0
[2025-12-04T20:58:44.874239] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-04T20:58:44.874301] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-04T20:58:44.899152] [DEBUG] [MAG       ] CUZ: Last date is validated at 2025-12-04
[2025-12-04T20:58:44.918513] [DEBUG] [MAG       ] TEO: Last date is validated at 2025-12-04
[2025-12-04T20:58:44.947816] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-04T20:58:44.949055] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-04T20:58:44.954320] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-04T20:58:44.955021] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:44.956757] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:58:44.957225] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:58:44.958210] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:58:44.959807] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:58:44.960773] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:58:44.961443] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:45.013234] [DEBUG] [MAG       ] GLP: Last date is validated at 2025-12-04
[2025-12-04T20:58:45.066602] [DEBUG] [MAG       ] CUZ: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:45.089625] [DEBUG] [MAG       ] TEO: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:45.140234] [INFO ] [LOCAL     ] CUZ: Saved forecast.
[2025-12-04T20:58:45.140298] [INFO ] [main      ] CUZ: Signal=1 (Conf=80.0%), Magnitude=1.30% (Conf=54.7276%)
[2025-12-04T20:58:45.140673] [INFO ] [main      ] Fetching symbol history for AMSC...
[2025-12-04T20:58:45.140723] [DEBUG] [REMOTE    ] AMSC: Fetching historical data.
[2025-12-04T20:58:45.141654] [INFO ] [main      ] Progress: 921/970 forecasts completed (94.9%). CUZ finished in 0.6s. ETA: 8.3s. Rate: 355.49 forecasts/min
[2025-12-04T20:58:45.152260] [DEBUG] [REMOTE    ] AMSC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:45.153381] [DEBUG] [LOCAL     ] Loaded configuration for AMSC: 4 features, N/A% accuracy
[2025-12-04T20:58:45.153430] [INFO ] [LOCAL     ] AMSC: Loaded 4 optimal features with 58.34% confidence from JSON config
[2025-12-04T20:58:45.153820] [DEBUG] [MAG       ] Building data for symbol: AMSC with lookback: 0
[2025-12-04T20:58:45.154645] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:58:45.154703] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:58:45.155602] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:58:45.161307] [INFO ] [LOCAL     ] TEO: Saved forecast.
[2025-12-04T20:58:45.161371] [INFO ] [main      ] TEO: Signal=1 (Conf=80.0%), Magnitude=-1.36% (Conf=48.2847%)
[2025-12-04T20:58:45.161713] [INFO ] [main      ] Fetching symbol history for NKX...
[2025-12-04T20:58:45.161763] [DEBUG] [REMOTE    ] NKX: Fetching historical data.
[2025-12-04T20:58:45.163626] [INFO ] [main      ] Progress: 922/970 forecasts completed (95.1%). TEO finished in 0.6s. ETA: 8.1s. Rate: 355.82 forecasts/min
[2025-12-04T20:58:45.173593] [DEBUG] [REMOTE    ] NKX: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:45.174682] [DEBUG] [LOCAL     ] Loaded configuration for NKX: 6 features, N/A% accuracy
[2025-12-04T20:58:45.174735] [INFO ] [LOCAL     ] NKX: Loaded 6 optimal features with 50.36% confidence from JSON config
[2025-12-04T20:58:45.174767] [DEBUG] [MAG       ] Building data for symbol: NKX with lookback: 0
[2025-12-04T20:58:45.175562] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:58:45.175642] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:45.177385] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:58:45.177952] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:58:45.179038] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:58:45.180720] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:58:45.181257] [DEBUG] [MAG       ] GLP: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:45.181896] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:58:45.182682] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:45.194174] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-04T20:58:45.243011] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-04T20:58:45.244349] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:45.265401] [INFO ] [LOCAL     ] GLP: Saved forecast.
[2025-12-04T20:58:45.265468] [INFO ] [main      ] GLP: Signal=1 (Conf=80.0%), Magnitude=0.33% (Conf=51.2297%)
[2025-12-04T20:58:45.265813] [INFO ] [main      ] Progress: 923/970 forecasts completed (95.2%). GLP finished in 0.6s. ETA: 7.9s. Rate: 355.97 forecasts/min
[2025-12-04T20:58:45.265945] [INFO ] [main      ] Fetching symbol history for BMI...
[2025-12-04T20:58:45.265987] [DEBUG] [REMOTE    ] BMI: Fetching historical data.
[2025-12-04T20:58:45.278091] [DEBUG] [REMOTE    ] BMI: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:45.279355] [DEBUG] [LOCAL     ] Loaded configuration for BMI: 9 features, N/A% accuracy
[2025-12-04T20:58:45.279405] [INFO ] [LOCAL     ] BMI: Loaded 9 optimal features with 52.82% confidence from JSON config
[2025-12-04T20:58:45.279437] [DEBUG] [MAG       ] Building data for symbol: BMI with lookback: 0
[2025-12-04T20:58:45.280251] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-04T20:58:45.280312] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:45.285054] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-04T20:58:45.286878] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-04T20:58:45.287544] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:45.289313] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:58:45.289792] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:58:45.290806] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-04T20:58:45.292404] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:58:45.293412] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-04T20:58:45.294118] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:45.303397] [DEBUG] [MAG       ] ACI: Last date is validated at 2025-12-04
[2025-12-04T20:58:45.480294] [DEBUG] [MAG       ] ACI: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:45.539707] [DEBUG] [MAG       ] NKX: Last date is validated at 2025-12-04
[2025-12-04T20:58:45.561125] [INFO ] [LOCAL     ] ACI: Saved forecast.
[2025-12-04T20:58:45.561195] [INFO ] [main      ] ACI: Signal=1 (Conf=80.0%), Magnitude=-0.85% (Conf=61.7741%)
[2025-12-04T20:58:45.561603] [INFO ] [main      ] Fetching symbol history for BPYPP...
[2025-12-04T20:58:45.561656] [DEBUG] [REMOTE    ] BPYPP: Fetching historical data.
[2025-12-04T20:58:45.562654] [INFO ] [main      ] Progress: 924/970 forecasts completed (95.3%). ACI finished in 0.7s. ETA: 7.8s. Rate: 355.68 forecasts/min
[2025-12-04T20:58:45.572872] [DEBUG] [REMOTE    ] BPYPP: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:45.574200] [DEBUG] [LOCAL     ] Loaded configuration for BPYPP: 7 features, N/A% accuracy
[2025-12-04T20:58:45.574259] [INFO ] [LOCAL     ] BPYPP: Loaded 7 optimal features with 56.18% confidence from JSON config
[2025-12-04T20:58:45.574292] [DEBUG] [MAG       ] Building data for symbol: BPYPP with lookback: 0
[2025-12-04T20:58:45.575368] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-04T20:58:45.575488] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:45.581628] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:58:45.583670] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:58:45.586020] [DEBUG] [MAG       ] AMSC: Last date is validated at 2025-12-04
[2025-12-04T20:58:45.625287] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-04T20:58:45.626316] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-04T20:58:45.629215] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-04T20:58:45.630756] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-04T20:58:45.631461] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:45.631494] [DEBUG] [MAG       ] BMI: Last date is validated at 2025-12-04
[2025-12-04T20:58:45.715595] [DEBUG] [MAG       ] NKX: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:45.752561] [DEBUG] [MAG       ] AMSC: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:45.775622] [INFO ] [LOCAL     ] NKX: Saved forecast.
[2025-12-04T20:58:45.775694] [INFO ] [main      ] NKX: Signal=1 (Conf=80.0%), Magnitude=-0.20% (Conf=50.3635%)
[2025-12-04T20:58:45.776163] [INFO ] [main      ] Fetching symbol history for MBCN...
[2025-12-04T20:58:45.776219] [DEBUG] [REMOTE    ] MBCN: Fetching historical data.
[2025-12-04T20:58:45.776658] [INFO ] [main      ] Progress: 925/970 forecasts completed (95.4%). NKX finished in 0.6s. ETA: 7.6s. Rate: 355.58 forecasts/min
[2025-12-04T20:58:45.786953] [DEBUG] [REMOTE    ] MBCN: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:45.787998] [DEBUG] [LOCAL     ] Loaded configuration for MBCN: 5 features, N/A% accuracy
[2025-12-04T20:58:45.788049] [INFO ] [LOCAL     ] MBCN: Loaded 5 optimal features with 53.80% confidence from JSON config
[2025-12-04T20:58:45.788081] [DEBUG] [MAG       ] Building data for symbol: MBCN with lookback: 0
[2025-12-04T20:58:45.789042] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:58:45.789102] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:45.793906] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:45.795716] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:58:45.796225] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:45.796643] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-04T20:58:45.797561] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:45.799292] [DEBUG] [MAG       ] BMI: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:45.864356] [INFO ] [LOCAL     ] AMSC: Saved forecast.
[2025-12-04T20:58:45.864422] [INFO ] [main      ] AMSC: Signal=1 (Conf=80.0%), Magnitude=8.19% (Conf=58.3351%)
[2025-12-04T20:58:45.864594] [INFO ] [main      ] Fetching symbol history for ZG...
[2025-12-04T20:58:45.864639] [DEBUG] [REMOTE    ] ZG: Fetching historical data.
[2025-12-04T20:58:45.865766] [INFO ] [main      ] Progress: 926/970 forecasts completed (95.5%). AMSC finished in 0.7s. ETA: 7.4s. Rate: 355.76 forecasts/min
[2025-12-04T20:58:45.875858] [DEBUG] [REMOTE    ] ZG: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:45.877011] [DEBUG] [LOCAL     ] Loaded configuration for ZG: 6 features, N/A% accuracy
[2025-12-04T20:58:45.877062] [INFO ] [LOCAL     ] ZG: Loaded 6 optimal features with 55.49% confidence from JSON config
[2025-12-04T20:58:45.877104] [DEBUG] [MAG       ] Building data for symbol: ZG with lookback: 0
[2025-12-04T20:58:45.877895] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:58:45.877956] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:45.882649] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:45.884384] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:58:45.884873] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:45.885252] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:58:45.886093] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:58:45.951756] [INFO ] [LOCAL     ] BMI: Saved forecast.
[2025-12-04T20:58:45.951822] [INFO ] [main      ] BMI: Signal=1 (Conf=80.0%), Magnitude=-0.34% (Conf=52.8178%)
[2025-12-04T20:58:45.951981] [INFO ] [main      ] Fetching symbol history for ELAN...
[2025-12-04T20:58:45.952023] [DEBUG] [REMOTE    ] ELAN: Fetching historical data.
[2025-12-04T20:58:45.952857] [INFO ] [main      ] Progress: 927/970 forecasts completed (95.6%). BMI finished in 0.7s. ETA: 7.2s. Rate: 355.94 forecasts/min
[2025-12-04T20:58:45.964467] [DEBUG] [REMOTE    ] ELAN: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:45.965642] [DEBUG] [LOCAL     ] Loaded configuration for ELAN: 6 features, N/A% accuracy
[2025-12-04T20:58:45.965693] [INFO ] [LOCAL     ] ELAN: Loaded 6 optimal features with 48.38% confidence from JSON config
[2025-12-04T20:58:45.965724] [DEBUG] [MAG       ] Building data for symbol: ELAN with lookback: 0
[2025-12-04T20:58:45.966485] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:58:45.966542] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:45.970677] [DEBUG] [MAG       ] BPYPP: Last date is validated at 2025-12-04
[2025-12-04T20:58:45.971235] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:45.973012] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:58:45.973473] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:45.973876] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:58:45.974731] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-04T20:58:45.976674] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:45.994430] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:46.133380] [DEBUG] [MAG       ] MBCN: Last date is validated at 2025-12-04
[2025-12-04T20:58:46.139699] [DEBUG] [MAG       ] BPYPP: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:46.207090] [INFO ] [LOCAL     ] BPYPP: Saved forecast.
[2025-12-04T20:58:46.207158] [INFO ] [main      ] BPYPP: Signal=1 (Conf=80.0%), Magnitude=-0.09% (Conf=56.1801%)
[2025-12-04T20:58:46.207501] [INFO ] [main      ] Fetching symbol history for TDS...
[2025-12-04T20:58:46.207551] [DEBUG] [REMOTE    ] TDS: Fetching historical data.
[2025-12-04T20:58:46.207652] [INFO ] [main      ] Progress: 928/970 forecasts completed (95.7%). BPYPP finished in 0.6s. ETA: 7.1s. Rate: 355.75 forecasts/min
[2025-12-04T20:58:46.219045] [DEBUG] [REMOTE    ] TDS: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:46.220093] [DEBUG] [LOCAL     ] Loaded configuration for TDS: 2 features, N/A% accuracy
[2025-12-04T20:58:46.220144] [INFO ] [LOCAL     ] TDS: Loaded 2 optimal features with 61.27% confidence from JSON config
[2025-12-04T20:58:46.220176] [DEBUG] [MAG       ] Building data for symbol: TDS with lookback: 0
[2025-12-04T20:58:46.220977] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:58:46.221035] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:58:46.222168] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-04T20:58:46.224960] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:46.304511] [DEBUG] [MAG       ] MBCN: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:46.311386] [DEBUG] [MAG       ] ELAN: Last date is validated at 2025-12-04
[2025-12-04T20:58:46.330546] [DEBUG] [MAG       ] ZG: Last date is validated at 2025-12-04
[2025-12-04T20:58:46.388170] [INFO ] [LOCAL     ] MBCN: Saved forecast.
[2025-12-04T20:58:46.388256] [INFO ] [main      ] MBCN: Signal=1 (Conf=80.0%), Magnitude=0.24% (Conf=53.796%)
[2025-12-04T20:58:46.388732] [INFO ] [main      ] Fetching symbol history for OSPN...
[2025-12-04T20:58:46.388784] [DEBUG] [REMOTE    ] OSPN: Fetching historical data.
[2025-12-04T20:58:46.389641] [INFO ] [main      ] Progress: 929/970 forecasts completed (95.8%). MBCN finished in 0.6s. ETA: 6.9s. Rate: 355.72 forecasts/min
[2025-12-04T20:58:46.401551] [DEBUG] [REMOTE    ] OSPN: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:46.402736] [DEBUG] [LOCAL     ] Loaded configuration for OSPN: 7 features, N/A% accuracy
[2025-12-04T20:58:46.402788] [INFO ] [LOCAL     ] OSPN: Loaded 7 optimal features with 64.50% confidence from JSON config
[2025-12-04T20:58:46.402819] [DEBUG] [MAG       ] Building data for symbol: OSPN with lookback: 0
[2025-12-04T20:58:46.403680] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-04T20:58:46.403741] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:46.408615] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:46.410545] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:58:46.411131] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:46.411567] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:58:46.477852] [DEBUG] [MAG       ] ELAN: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:46.497068] [DEBUG] [MAG       ] ZG: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:46.519952] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:58:46.521330] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-04T20:58:46.523317] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:46.554590] [INFO ] [LOCAL     ] ELAN: Saved forecast.
[2025-12-04T20:58:46.554658] [INFO ] [main      ] ELAN: Signal=1 (Conf=80.0%), Magnitude=1.55% (Conf=48.3815%)
[2025-12-04T20:58:46.555017] [INFO ] [main      ] Fetching symbol history for CINF...
[2025-12-04T20:58:46.555067] [DEBUG] [REMOTE    ] CINF: Fetching historical data.
[2025-12-04T20:58:46.555116] [INFO ] [main      ] Progress: 930/970 forecasts completed (95.9%). ELAN finished in 0.6s. ETA: 6.7s. Rate: 355.72 forecasts/min
[2025-12-04T20:58:46.565204] [DEBUG] [MAG       ] TDS: Last date is validated at 2025-12-04
[2025-12-04T20:58:46.566655] [DEBUG] [REMOTE    ] CINF: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:46.567692] [DEBUG] [LOCAL     ] Loaded configuration for CINF: 4 features, N/A% accuracy
[2025-12-04T20:58:46.567747] [INFO ] [LOCAL     ] CINF: Loaded 4 optimal features with 51.99% confidence from JSON config
[2025-12-04T20:58:46.567778] [DEBUG] [MAG       ] Building data for symbol: CINF with lookback: 0
[2025-12-04T20:58:46.568558] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:58:46.568632] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:46.570336] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:58:46.570850] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:58:46.573167] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-04T20:58:46.574328] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:46.603526] [INFO ] [LOCAL     ] ZG: Saved forecast.
[2025-12-04T20:58:46.603620] [INFO ] [main      ] ZG: Signal=1 (Conf=80.0%), Magnitude=-4.09% (Conf=55.4937%)
[2025-12-04T20:58:46.603781] [INFO ] [main      ] Fetching symbol history for CMSC...
[2025-12-04T20:58:46.603825] [DEBUG] [REMOTE    ] CMSC: Fetching historical data.
[2025-12-04T20:58:46.604880] [INFO ] [main      ] Progress: 931/970 forecasts completed (96.0%). ZG finished in 0.7s. ETA: 6.6s. Rate: 355.99 forecasts/min
[2025-12-04T20:58:46.616443] [DEBUG] [REMOTE    ] CMSC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:46.617473] [DEBUG] [LOCAL     ] Loaded configuration for CMSC: 3 features, N/A% accuracy
[2025-12-04T20:58:46.617524] [INFO ] [LOCAL     ] CMSC: Loaded 3 optimal features with 53.29% confidence from JSON config
[2025-12-04T20:58:46.617554] [DEBUG] [MAG       ] Building data for symbol: CMSC with lookback: 0
[2025-12-04T20:58:46.618375] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:58:46.618433] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:46.623194] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:58:46.624154] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-04T20:58:46.625099] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:46.734640] [DEBUG] [MAG       ] TDS: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:46.815793] [INFO ] [LOCAL     ] TDS: Saved forecast.
[2025-12-04T20:58:46.815861] [INFO ] [main      ] TDS: Signal=1 (Conf=80.0%), Magnitude=0.32% (Conf=61.2686%)
[2025-12-04T20:58:46.816207] [INFO ] [main      ] Fetching symbol history for OKTA...
[2025-12-04T20:58:46.816257] [DEBUG] [REMOTE    ] OKTA: Fetching historical data.
[2025-12-04T20:58:46.816656] [INFO ] [main      ] Progress: 932/970 forecasts completed (96.1%). TDS finished in 0.6s. ETA: 6.4s. Rate: 355.90 forecasts/min
[2025-12-04T20:58:46.827821] [DEBUG] [REMOTE    ] OKTA: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:46.829009] [DEBUG] [LOCAL     ] Loaded configuration for OKTA: 5 features, N/A% accuracy
[2025-12-04T20:58:46.829064] [INFO ] [LOCAL     ] OKTA: Loaded 5 optimal features with 60.61% confidence from JSON config
[2025-12-04T20:58:46.829096] [DEBUG] [MAG       ] Building data for symbol: OKTA with lookback: 0
[2025-12-04T20:58:46.829895] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:58:46.829954] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:58:46.830834] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:58:46.833345] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-04T20:58:46.834082] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-04T20:58:46.836070] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-04T20:58:46.837679] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:46.860531] [DEBUG] [MAG       ] OSPN: Last date is validated at 2025-12-04
[2025-12-04T20:58:46.907104] [DEBUG] [MAG       ] CINF: Last date is validated at 2025-12-04
[2025-12-04T20:58:46.963089] [DEBUG] [MAG       ] CMSC: Last date is validated at 2025-12-04
[2025-12-04T20:58:47.031913] [DEBUG] [MAG       ] OSPN: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:47.072873] [DEBUG] [MAG       ] CINF: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:47.111312] [INFO ] [LOCAL     ] OSPN: Saved forecast.
[2025-12-04T20:58:47.111378] [INFO ] [main      ] OSPN: Signal=1 (Conf=80.0%), Magnitude=-0.60% (Conf=64.4951%)
[2025-12-04T20:58:47.111566] [INFO ] [main      ] Fetching symbol history for GRPN...
[2025-12-04T20:58:47.111627] [DEBUG] [REMOTE    ] GRPN: Fetching historical data.
[2025-12-04T20:58:47.112670] [INFO ] [main      ] Progress: 933/970 forecasts completed (96.2%). OSPN finished in 0.7s. ETA: 6.2s. Rate: 355.61 forecasts/min
[2025-12-04T20:58:47.123057] [DEBUG] [REMOTE    ] GRPN: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:47.124128] [DEBUG] [LOCAL     ] Loaded configuration for GRPN: 8 features, N/A% accuracy
[2025-12-04T20:58:47.124178] [INFO ] [LOCAL     ] GRPN: Loaded 8 optimal features with 60.84% confidence from JSON config
[2025-12-04T20:58:47.124208] [DEBUG] [MAG       ] Building data for symbol: GRPN with lookback: 0
[2025-12-04T20:58:47.125013] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-04T20:58:47.125073] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:47.129820] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:47.131597] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:58:47.132052] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:58:47.132470] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:47.132865] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:58:47.133714] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-04T20:58:47.135837] [DEBUG] [MAG       ] CMSC: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:47.137856] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-04T20:58:47.140509] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:47.182371] [DEBUG] [MAG       ] OKTA: Last date is validated at 2025-12-04
[2025-12-04T20:58:47.186434] [INFO ] [LOCAL     ] CINF: Saved forecast.
[2025-12-04T20:58:47.186502] [INFO ] [main      ] CINF: Signal=1 (Conf=80.0%), Magnitude=1.20% (Conf=51.9942%)
[2025-12-04T20:58:47.186870] [INFO ] [main      ] Fetching symbol history for KNOP...
[2025-12-04T20:58:47.186921] [DEBUG] [REMOTE    ] KNOP: Fetching historical data.
[2025-12-04T20:58:47.186901] [INFO ] [main      ] Progress: 934/970 forecasts completed (96.3%). CINF finished in 0.6s. ETA: 6.1s. Rate: 355.82 forecasts/min
[2025-12-04T20:58:47.195828] [INFO ] [LOCAL     ] CMSC: Saved forecast.
[2025-12-04T20:58:47.195892] [INFO ] [main      ] CMSC: Signal=1 (Conf=80.0%), Magnitude=0.98% (Conf=53.2862%)
[2025-12-04T20:58:47.196063] [INFO ] [main      ] Fetching symbol history for ITUB...
[2025-12-04T20:58:47.196130] [DEBUG] [REMOTE    ] ITUB: Fetching historical data.
[2025-12-04T20:58:47.196929] [INFO ] [main      ] Progress: 935/970 forecasts completed (96.4%). CMSC finished in 0.6s. ETA: 5.9s. Rate: 356.18 forecasts/min
[2025-12-04T20:58:47.198780] [DEBUG] [REMOTE    ] KNOP: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:47.199840] [DEBUG] [LOCAL     ] Loaded configuration for KNOP: 2 features, N/A% accuracy
[2025-12-04T20:58:47.199891] [INFO ] [LOCAL     ] KNOP: Loaded 2 optimal features with 43.75% confidence from JSON config
[2025-12-04T20:58:47.199923] [DEBUG] [MAG       ] Building data for symbol: KNOP with lookback: 0
[2025-12-04T20:58:47.200704] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:58:47.200760] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:58:47.203086] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-04T20:58:47.204939] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:47.209503] [DEBUG] [REMOTE    ] ITUB: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:47.210523] [DEBUG] [LOCAL     ] Loaded configuration for ITUB: 0 features, N/A% accuracy
[2025-12-04T20:58:47.210602] [INFO ] [LOCAL     ] ITUB: Loaded 0 optimal features with 40.41% confidence from JSON config
[2025-12-04T20:58:47.210649] [DEBUG] [MAG       ] Building data for symbol: ITUB with lookback: 0
[2025-12-04T20:58:47.211473] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-04T20:58:47.358319] [DEBUG] [MAG       ] OKTA: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:47.477786] [DEBUG] [MAG       ] GRPN: Last date is validated at 2025-12-04
[2025-12-04T20:58:47.493587] [INFO ] [LOCAL     ] OKTA: Saved forecast.
[2025-12-04T20:58:47.493655] [INFO ] [main      ] OKTA: Signal=1 (Conf=80.0%), Magnitude=8.37% (Conf=60.607%)
[2025-12-04T20:58:47.493989] [INFO ] [main      ] Fetching symbol history for JEF...
[2025-12-04T20:58:47.494047] [DEBUG] [REMOTE    ] JEF: Fetching historical data.
[2025-12-04T20:58:47.494656] [INFO ] [main      ] Progress: 936/970 forecasts completed (96.5%). OKTA finished in 0.7s. ETA: 5.7s. Rate: 355.89 forecasts/min
[2025-12-04T20:58:47.505991] [DEBUG] [REMOTE    ] JEF: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:47.507080] [DEBUG] [LOCAL     ] Loaded configuration for JEF: 5 features, N/A% accuracy
[2025-12-04T20:58:47.507135] [INFO ] [LOCAL     ] JEF: Loaded 5 optimal features with 60.74% confidence from JSON config
[2025-12-04T20:58:47.507166] [DEBUG] [MAG       ] Building data for symbol: JEF with lookback: 0
[2025-12-04T20:58:47.507982] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:58:47.508041] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:47.512904] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:58:47.513873] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:58:47.516316] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-04T20:58:47.539232] [DEBUG] [MAG       ] KNOP: Last date is validated at 2025-12-04
[2025-12-04T20:58:47.565751] [DEBUG] [MAG       ] ITUB: Last date is validated at 2025-12-04
[2025-12-04T20:58:47.593351] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-04T20:58:47.594657] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:47.653368] [DEBUG] [MAG       ] GRPN: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:47.707278] [DEBUG] [MAG       ] KNOP: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:47.740034] [DEBUG] [MAG       ] ITUB: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:47.747756] [INFO ] [LOCAL     ] GRPN: Saved forecast.
[2025-12-04T20:58:47.747824] [INFO ] [main      ] GRPN: Signal=1 (Conf=80.0%), Magnitude=4.76% (Conf=60.8374%)
[2025-12-04T20:58:47.748187] [INFO ] [main      ] Fetching symbol history for HRTG...
[2025-12-04T20:58:47.748258] [DEBUG] [REMOTE    ] HRTG: Fetching historical data.
[2025-12-04T20:58:47.748656] [INFO ] [main      ] Progress: 937/970 forecasts completed (96.6%). GRPN finished in 0.6s. ETA: 5.6s. Rate: 355.70 forecasts/min
[2025-12-04T20:58:47.759676] [DEBUG] [REMOTE    ] HRTG: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:47.760703] [DEBUG] [LOCAL     ] Loaded configuration for HRTG: 3 features, N/A% accuracy
[2025-12-04T20:58:47.760754] [INFO ] [LOCAL     ] HRTG: Loaded 3 optimal features with 54.96% confidence from JSON config
[2025-12-04T20:58:47.760786] [DEBUG] [MAG       ] Building data for symbol: HRTG with lookback: 0
[2025-12-04T20:58:47.761557] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:58:47.761647] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:58:47.762381] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:58:47.763951] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-04T20:58:47.764620] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:47.766610] [INFO ] [LOCAL     ] KNOP: Saved forecast.
[2025-12-04T20:58:47.766678] [INFO ] [main      ] KNOP: Signal=1 (Conf=80.0%), Magnitude=2.79% (Conf=43.7531%)
[2025-12-04T20:58:47.766830] [INFO ] [main      ] Fetching symbol history for BAND...
[2025-12-04T20:58:47.766871] [DEBUG] [REMOTE    ] BAND: Fetching historical data.
[2025-12-04T20:58:47.767883] [INFO ] [main      ] Progress: 938/970 forecasts completed (96.7%). KNOP finished in 0.6s. ETA: 5.4s. Rate: 356.03 forecasts/min
[2025-12-04T20:58:47.778245] [DEBUG] [REMOTE    ] BAND: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:47.779227] [DEBUG] [LOCAL     ] Loaded configuration for BAND: 5 features, N/A% accuracy
[2025-12-04T20:58:47.779276] [INFO ] [LOCAL     ] BAND: Loaded 5 optimal features with 54.54% confidence from JSON config
[2025-12-04T20:58:47.779307] [DEBUG] [MAG       ] Building data for symbol: BAND with lookback: 0
[2025-12-04T20:58:47.780116] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:58:47.780174] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:47.781863] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:58:47.782359] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:47.782758] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:58:47.785141] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:58:47.786605] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:47.794477] [INFO ] [LOCAL     ] ITUB: Saved forecast.
[2025-12-04T20:58:47.794547] [INFO ] [main      ] ITUB: Signal=1 (Conf=80.0%), Magnitude=-0.58% (Conf=40.4128%)
[2025-12-04T20:58:47.794900] [INFO ] [main      ] Progress: 939/970 forecasts completed (96.8%). ITUB finished in 0.6s. ETA: 5.2s. Rate: 356.35 forecasts/min
[2025-12-04T20:58:47.795028] [INFO ] [main      ] Fetching symbol history for GXAI...
[2025-12-04T20:58:47.795072] [DEBUG] [REMOTE    ] GXAI: Fetching historical data.
[2025-12-04T20:58:47.808045] [DEBUG] [REMOTE    ] GXAI: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:47.809062] [DEBUG] [LOCAL     ] Loaded configuration for GXAI: 5 features, N/A% accuracy
[2025-12-04T20:58:47.809115] [INFO ] [LOCAL     ] GXAI: Loaded 5 optimal features with 52.52% confidence from JSON config
[2025-12-04T20:58:47.809147] [DEBUG] [MAG       ] Building data for symbol: GXAI with lookback: 0
[2025-12-04T20:58:47.810096] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:58:47.810159] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:58:47.810975] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:58:47.811904] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-04T20:58:47.812920] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-04T20:58:47.817315] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-04T20:58:47.818502] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:47.949317] [DEBUG] [MAG       ] JEF: Last date is validated at 2025-12-04
[2025-12-04T20:58:48.101153] [DEBUG] [MAG       ] HRTG: Last date is validated at 2025-12-04
[2025-12-04T20:58:48.119357] [DEBUG] [MAG       ] BAND: Last date is validated at 2025-12-04
[2025-12-04T20:58:48.120209] [DEBUG] [MAG       ] JEF: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:48.164690] [DEBUG] [MAG       ] GXAI: Last date is validated at 2025-12-04
[2025-12-04T20:58:48.233719] [INFO ] [LOCAL     ] JEF: Saved forecast.
[2025-12-04T20:58:48.233789] [INFO ] [main      ] JEF: Signal=1 (Conf=80.0%), Magnitude=-2.93% (Conf=60.7413%)
[2025-12-04T20:58:48.234231] [INFO ] [main      ] Fetching symbol history for HUBS...
[2025-12-04T20:58:48.234281] [DEBUG] [REMOTE    ] HUBS: Fetching historical data.
[2025-12-04T20:58:48.234669] [INFO ] [main      ] Progress: 940/970 forecasts completed (96.9%). JEF finished in 0.7s. ETA: 5.1s. Rate: 355.74 forecasts/min
[2025-12-04T20:58:48.245896] [DEBUG] [REMOTE    ] HUBS: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:48.246789] [DEBUG] [LOCAL     ] Loaded configuration for HUBS: 0 features, N/A% accuracy
[2025-12-04T20:58:48.246844] [INFO ] [LOCAL     ] HUBS: Loaded 0 optimal features with 57.25% confidence from JSON config
[2025-12-04T20:58:48.246887] [DEBUG] [MAG       ] Building data for symbol: HUBS with lookback: 0
[2025-12-04T20:58:48.247778] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-04T20:58:48.270407] [DEBUG] [MAG       ] HRTG: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:48.287004] [DEBUG] [MAG       ] BAND: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:48.340849] [DEBUG] [MAG       ] GXAI: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:48.350625] [INFO ] [LOCAL     ] HRTG: Saved forecast.
[2025-12-04T20:58:48.350693] [INFO ] [main      ] HRTG: Signal=1 (Conf=80.0%), Magnitude=-2.08% (Conf=54.9633%)
[2025-12-04T20:58:48.351045] [INFO ] [main      ] Fetching symbol history for RUNN...
[2025-12-04T20:58:48.351094] [DEBUG] [REMOTE    ] RUNN: Fetching historical data.
[2025-12-04T20:58:48.351669] [INFO ] [main      ] Progress: 941/970 forecasts completed (97.0%). HRTG finished in 0.6s. ETA: 4.9s. Rate: 355.86 forecasts/min
[2025-12-04T20:58:48.358769] [INFO ] [LOCAL     ] BAND: Saved forecast.
[2025-12-04T20:58:48.358838] [INFO ] [main      ] BAND: Signal=1 (Conf=80.0%), Magnitude=-4.39% (Conf=54.5397%)
[2025-12-04T20:58:48.359210] [INFO ] [main      ] Fetching symbol history for QSI...
[2025-12-04T20:58:48.359260] [DEBUG] [REMOTE    ] QSI: Fetching historical data.
[2025-12-04T20:58:48.359619] [INFO ] [main      ] Progress: 942/970 forecasts completed (97.1%). BAND finished in 0.6s. ETA: 4.7s. Rate: 356.22 forecasts/min
[2025-12-04T20:58:48.362831] [DEBUG] [REMOTE    ] RUNN: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:48.363913] [DEBUG] [LOCAL     ] Loaded configuration for RUNN: 7 features, N/A% accuracy
[2025-12-04T20:58:48.363966] [INFO ] [LOCAL     ] RUNN: Loaded 7 optimal features with 60.91% confidence from JSON config
[2025-12-04T20:58:48.364002] [DEBUG] [MAG       ] Building data for symbol: RUNN with lookback: 0
[2025-12-04T20:58:48.364799] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-04T20:58:48.364858] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:48.369765] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:48.370818] [DEBUG] [REMOTE    ] QSI: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:48.371546] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:58:48.371896] [DEBUG] [LOCAL     ] Loaded configuration for QSI: 4 features, N/A% accuracy
[2025-12-04T20:58:48.371948] [INFO ] [LOCAL     ] QSI: Loaded 4 optimal features with 62.01% confidence from JSON config
[2025-12-04T20:58:48.371978] [DEBUG] [MAG       ] Building data for symbol: QSI with lookback: 0
[2025-12-04T20:58:48.372052] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:48.372481] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:58:48.372751] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:58:48.372811] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:48.373238] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-04T20:58:48.374448] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:58:48.374692] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-04T20:58:48.374964] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:58:48.376318] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:48.376631] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-04T20:58:48.379014] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:48.414333] [INFO ] [LOCAL     ] GXAI: Saved forecast.
[2025-12-04T20:58:48.414402] [INFO ] [main      ] GXAI: Signal=1 (Conf=80.0%), Magnitude=-19.34% (Conf=52.5216%)
[2025-12-04T20:58:48.414586] [INFO ] [main      ] Fetching symbol history for ESI...
[2025-12-04T20:58:48.414639] [DEBUG] [REMOTE    ] ESI: Fetching historical data.
[2025-12-04T20:58:48.415355] [INFO ] [main      ] Progress: 943/970 forecasts completed (97.2%). GXAI finished in 0.6s. ETA: 4.5s. Rate: 356.47 forecasts/min
[2025-12-04T20:58:48.426454] [DEBUG] [REMOTE    ] ESI: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:48.427308] [DEBUG] [LOCAL     ] Loaded configuration for ESI: 4 features, N/A% accuracy
[2025-12-04T20:58:48.427357] [INFO ] [LOCAL     ] ESI: Loaded 4 optimal features with 60.85% confidence from JSON config
[2025-12-04T20:58:48.427748] [DEBUG] [MAG       ] Building data for symbol: ESI with lookback: 0
[2025-12-04T20:58:48.428596] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:58:48.428657] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:58:48.431072] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:58:48.432804] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-04T20:58:48.483240] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-04T20:58:48.484003] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:48.604232] [DEBUG] [MAG       ] HUBS: Last date is validated at 2025-12-04
[2025-12-04T20:58:48.715888] [DEBUG] [MAG       ] QSI: Last date is validated at 2025-12-04
[2025-12-04T20:58:48.720458] [DEBUG] [MAG       ] RUNN: Last date is validated at 2025-12-04
[2025-12-04T20:58:48.781122] [DEBUG] [MAG       ] HUBS: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:48.823643] [DEBUG] [MAG       ] ESI: Last date is validated at 2025-12-04
[2025-12-04T20:58:48.883142] [DEBUG] [MAG       ] QSI: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:48.888640] [DEBUG] [MAG       ] RUNN: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:48.945536] [INFO ] [LOCAL     ] HUBS: Saved forecast.
[2025-12-04T20:58:48.945624] [INFO ] [main      ] HUBS: Signal=1 (Conf=80.0%), Magnitude=2.16% (Conf=57.247%)
[2025-12-04T20:58:48.945791] [INFO ] [main      ] Fetching symbol history for HQL...
[2025-12-04T20:58:48.945837] [DEBUG] [REMOTE    ] HQL: Fetching historical data.
[2025-12-04T20:58:48.946024] [INFO ] [LOCAL     ] QSI: Saved forecast.
[2025-12-04T20:58:48.946101] [INFO ] [main      ] QSI: Signal=1 (Conf=80.0%), Magnitude=11.72% (Conf=62.0056%)
[2025-12-04T20:58:48.946253] [INFO ] [main      ] Fetching symbol history for KREF...
[2025-12-04T20:58:48.946296] [DEBUG] [REMOTE    ] KREF: Fetching historical data.
[2025-12-04T20:58:48.947691] [INFO ] [main      ] Progress: 944/970 forecasts completed (97.3%). HUBS finished in 0.7s. ETA: 4.4s. Rate: 355.65 forecasts/min
[2025-12-04T20:58:48.947858] [INFO ] [main      ] Progress: 945/970 forecasts completed (97.4%). QSI finished in 0.6s. ETA: 4.2s. Rate: 356.03 forecasts/min
[2025-12-04T20:58:48.957415] [DEBUG] [REMOTE    ] KREF: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:48.958387] [DEBUG] [LOCAL     ] Loaded configuration for KREF: 2 features, N/A% accuracy
[2025-12-04T20:58:48.958437] [INFO ] [LOCAL     ] KREF: Loaded 2 optimal features with 53.35% confidence from JSON config
[2025-12-04T20:58:48.958467] [DEBUG] [MAG       ] Building data for symbol: KREF with lookback: 0
[2025-12-04T20:58:48.958717] [INFO ] [LOCAL     ] RUNN: Saved forecast.
[2025-12-04T20:58:48.958783] [INFO ] [main      ] RUNN: Signal=1 (Conf=80.0%), Magnitude=0.04% (Conf=60.9126%)
[2025-12-04T20:58:48.959012] [DEBUG] [REMOTE    ] HQL: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:48.959108] [INFO ] [main      ] Fetching symbol history for WMG...
[2025-12-04T20:58:48.959160] [DEBUG] [REMOTE    ] WMG: Fetching historical data.
[2025-12-04T20:58:48.959239] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:58:48.959297] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:58:48.959687] [INFO ] [main      ] Progress: 946/970 forecasts completed (97.5%). RUNN finished in 0.6s. ETA: 4.0s. Rate: 356.38 forecasts/min
[2025-12-04T20:58:48.959808] [DEBUG] [LOCAL     ] Loaded configuration for HQL: 5 features, N/A% accuracy
[2025-12-04T20:58:48.959873] [INFO ] [LOCAL     ] HQL: Loaded 5 optimal features with 56.44% confidence from JSON config
[2025-12-04T20:58:48.959907] [DEBUG] [MAG       ] Building data for symbol: HQL with lookback: 0
[2025-12-04T20:58:48.960180] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-04T20:58:48.961301] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:58:48.961492] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:48.961844] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:48.966732] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:58:48.971043] [DEBUG] [REMOTE    ] WMG: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:48.971959] [DEBUG] [LOCAL     ] Loaded configuration for WMG: 3 features, N/A% accuracy
[2025-12-04T20:58:48.972009] [INFO ] [LOCAL     ] WMG: Loaded 3 optimal features with 63.35% confidence from JSON config
[2025-12-04T20:58:48.972038] [DEBUG] [MAG       ] Building data for symbol: WMG with lookback: 0
[2025-12-04T20:58:48.972820] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:58:48.972876] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:58:48.973570] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:58:48.974402] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-04T20:58:48.975388] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:49.000823] [DEBUG] [MAG       ] ESI: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:49.011156] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-04T20:58:49.012623] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-04T20:58:49.014698] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-04T20:58:49.015721] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:49.089688] [INFO ] [LOCAL     ] ESI: Saved forecast.
[2025-12-04T20:58:49.089756] [INFO ] [main      ] ESI: Signal=1 (Conf=80.0%), Magnitude=0.36% (Conf=60.8539%)
[2025-12-04T20:58:49.090140] [INFO ] [main      ] Progress: 947/970 forecasts completed (97.6%). ESI finished in 0.7s. ETA: 3.9s. Rate: 356.47 forecasts/min
[2025-12-04T20:58:49.090266] [INFO ] [main      ] Fetching symbol history for MGNX...
[2025-12-04T20:58:49.090308] [DEBUG] [REMOTE    ] MGNX: Fetching historical data.
[2025-12-04T20:58:49.103949] [DEBUG] [REMOTE    ] MGNX: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:49.104878] [DEBUG] [LOCAL     ] Loaded configuration for MGNX: 3 features, N/A% accuracy
[2025-12-04T20:58:49.104938] [INFO ] [LOCAL     ] MGNX: Loaded 3 optimal features with 45.72% confidence from JSON config
[2025-12-04T20:58:49.104972] [DEBUG] [MAG       ] Building data for symbol: MGNX with lookback: 0
[2025-12-04T20:58:49.105872] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:58:49.105933] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:49.113227] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:58:49.152625] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-04T20:58:49.155890] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:49.306418] [DEBUG] [MAG       ] KREF: Last date is validated at 2025-12-04
[2025-12-04T20:58:49.311300] [DEBUG] [MAG       ] WMG: Last date is validated at 2025-12-04
[2025-12-04T20:58:49.394136] [DEBUG] [MAG       ] HQL: Last date is validated at 2025-12-04
[2025-12-04T20:58:49.477317] [DEBUG] [MAG       ] WMG: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:49.484384] [DEBUG] [MAG       ] KREF: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:49.486745] [DEBUG] [MAG       ] MGNX: Last date is validated at 2025-12-04
[2025-12-04T20:58:49.548043] [INFO ] [LOCAL     ] KREF: Saved forecast.
[2025-12-04T20:58:49.548133] [INFO ] [main      ] KREF: Signal=1 (Conf=80.0%), Magnitude=-0.91% (Conf=53.3516%)
[2025-12-04T20:58:49.548351] [INFO ] [LOCAL     ] WMG: Saved forecast.
[2025-12-04T20:58:49.548437] [INFO ] [main      ] WMG: Signal=1 (Conf=80.0%), Magnitude=0.41% (Conf=63.3505%)
[2025-12-04T20:58:49.548743] [INFO ] [main      ] Fetching symbol history for AOHY...
[2025-12-04T20:58:49.548801] [DEBUG] [REMOTE    ] AOHY: Fetching historical data.
[2025-12-04T20:58:49.548801] [INFO ] [main      ] Fetching symbol history for ODC...
[2025-12-04T20:58:49.548850] [DEBUG] [REMOTE    ] ODC: Fetching historical data.
[2025-12-04T20:58:49.549674] [INFO ] [main      ] Progress: 948/970 forecasts completed (97.7%). KREF finished in 0.6s. ETA: 3.7s. Rate: 355.82 forecasts/min
[2025-12-04T20:58:49.550038] [INFO ] [main      ] Progress: 949/970 forecasts completed (97.8%). WMG finished in 0.6s. ETA: 3.5s. Rate: 356.19 forecasts/min
[2025-12-04T20:58:49.560874] [DEBUG] [REMOTE    ] ODC: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:49.561975] [DEBUG] [LOCAL     ] Loaded configuration for ODC: 6 features, N/A% accuracy
[2025-12-04T20:58:49.562025] [INFO ] [LOCAL     ] ODC: Loaded 6 optimal features with 58.95% confidence from JSON config
[2025-12-04T20:58:49.562060] [DEBUG] [MAG       ] Building data for symbol: ODC with lookback: 0
[2025-12-04T20:58:49.562601] [DEBUG] [REMOTE    ] AOHY: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:49.562890] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:58:49.562953] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:49.563629] [DEBUG] [LOCAL     ] Loaded configuration for AOHY: 7 features, N/A% accuracy
[2025-12-04T20:58:49.563753] [INFO ] [LOCAL     ] AOHY: Loaded 7 optimal features with 24.01% confidence from JSON config
[2025-12-04T20:58:49.563793] [DEBUG] [MAG       ] Building data for symbol: AOHY with lookback: 0
[2025-12-04T20:58:49.564718] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-04T20:58:49.564780] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:49.568092] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:49.569839] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:49.569999] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:58:49.570477] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:49.570894] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:58:49.571062] [DEBUG] [MAG       ] HQL: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:49.571800] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-04T20:58:49.571847] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:58:49.572342] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:58:49.572818] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:49.573227] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:58:49.574494] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:49.615266] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-04T20:58:49.646446] [INFO ] [LOCAL     ] HQL: Saved forecast.
[2025-12-04T20:58:49.646528] [INFO ] [main      ] HQL: Signal=1 (Conf=80.0%), Magnitude=0.25% (Conf=56.4431%)
[2025-12-04T20:58:49.646747] [INFO ] [main      ] Fetching symbol history for APA...
[2025-12-04T20:58:49.646794] [DEBUG] [REMOTE    ] APA: Fetching historical data.
[2025-12-04T20:58:49.648636] [INFO ] [main      ] Progress: 950/970 forecasts completed (97.9%). HQL finished in 0.7s. ETA: 3.4s. Rate: 356.35 forecasts/min
[2025-12-04T20:58:49.660783] [DEBUG] [REMOTE    ] APA: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:49.661520] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:49.662040] [DEBUG] [LOCAL     ] Loaded configuration for APA: 2 features, N/A% accuracy
[2025-12-04T20:58:49.662095] [INFO ] [LOCAL     ] APA: Loaded 2 optimal features with 53.23% confidence from JSON config
[2025-12-04T20:58:49.662126] [DEBUG] [MAG       ] Building data for symbol: APA with lookback: 0
[2025-12-04T20:58:49.663127] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:58:49.663190] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:58:49.663114] [DEBUG] [MAG       ] MGNX: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:49.665653] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-04T20:58:49.669893] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:49.723759] [INFO ] [LOCAL     ] MGNX: Saved forecast.
[2025-12-04T20:58:49.723834] [INFO ] [main      ] MGNX: Signal=1 (Conf=80.0%), Magnitude=3.88% (Conf=45.7232%)
[2025-12-04T20:58:49.724014] [INFO ] [main      ] Fetching symbol history for BFZ...
[2025-12-04T20:58:49.724066] [DEBUG] [REMOTE    ] BFZ: Fetching historical data.
[2025-12-04T20:58:49.726640] [INFO ] [main      ] Progress: 951/970 forecasts completed (98.0%). MGNX finished in 0.6s. ETA: 3.2s. Rate: 356.55 forecasts/min
[2025-12-04T20:58:49.736243] [DEBUG] [REMOTE    ] BFZ: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:49.737465] [DEBUG] [LOCAL     ] Loaded configuration for BFZ: 2 features, N/A% accuracy
[2025-12-04T20:58:49.737521] [INFO ] [LOCAL     ] BFZ: Loaded 2 optimal features with 47.89% confidence from JSON config
[2025-12-04T20:58:49.737553] [DEBUG] [MAG       ] Building data for symbol: BFZ with lookback: 0
[2025-12-04T20:58:49.738410] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:58:49.738470] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:49.743654] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-04T20:58:49.744932] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:49.918715] [DEBUG] [MAG       ] ODC: Last date is validated at 2025-12-04
[2025-12-04T20:58:50.011823] [DEBUG] [MAG       ] AOHY: Last date is validated at 2025-12-04
[2025-12-04T20:58:50.017252] [DEBUG] [MAG       ] APA: Last date is validated at 2025-12-04
[2025-12-04T20:58:50.089294] [DEBUG] [MAG       ] ODC: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:50.103662] [DEBUG] [MAG       ] BFZ: Last date is validated at 2025-12-04
[2025-12-04T20:58:50.178958] [DEBUG] [MAG       ] AOHY: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:50.184968] [INFO ] [LOCAL     ] ODC: Saved forecast.
[2025-12-04T20:58:50.185034] [INFO ] [main      ] ODC: Signal=1 (Conf=80.0%), Magnitude=-0.31% (Conf=58.9499%)
[2025-12-04T20:58:50.185368] [INFO ] [main      ] Fetching symbol history for CUK...
[2025-12-04T20:58:50.185419] [DEBUG] [REMOTE    ] CUK: Fetching historical data.
[2025-12-04T20:58:50.185623] [INFO ] [main      ] Progress: 952/970 forecasts completed (98.1%). ODC finished in 0.6s. ETA: 3.0s. Rate: 355.90 forecasts/min
[2025-12-04T20:58:50.189204] [DEBUG] [MAG       ] APA: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:50.198170] [DEBUG] [REMOTE    ] CUK: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:50.199311] [DEBUG] [LOCAL     ] Loaded configuration for CUK: 7 features, N/A% accuracy
[2025-12-04T20:58:50.199371] [INFO ] [LOCAL     ] CUK: Loaded 7 optimal features with 51.33% confidence from JSON config
[2025-12-04T20:58:50.199764] [DEBUG] [MAG       ] Building data for symbol: CUK with lookback: 0
[2025-12-04T20:58:50.200620] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-04T20:58:50.200680] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:50.202411] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:58:50.202945] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:50.203339] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:58:50.204109] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-04T20:58:50.236186] [INFO ] [LOCAL     ] AOHY: Saved forecast.
[2025-12-04T20:58:50.236259] [INFO ] [main      ] AOHY: Signal=1 (Conf=80.0%), Magnitude=0.00% (Conf=24.0086%)
[2025-12-04T20:58:50.236641] [INFO ] [main      ] Progress: 953/970 forecasts completed (98.2%). AOHY finished in 0.7s. ETA: 2.9s. Rate: 356.16 forecasts/min
[2025-12-04T20:58:50.236775] [INFO ] [main      ] Fetching symbol history for VAL...
[2025-12-04T20:58:50.236817] [DEBUG] [REMOTE    ] VAL: Fetching historical data.
[2025-12-04T20:58:50.248344] [DEBUG] [REMOTE    ] VAL: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:50.249442] [DEBUG] [LOCAL     ] Loaded configuration for VAL: 6 features, N/A% accuracy
[2025-12-04T20:58:50.249492] [INFO ] [LOCAL     ] VAL: Loaded 6 optimal features with 75.79% confidence from JSON config
[2025-12-04T20:58:50.249522] [DEBUG] [MAG       ] Building data for symbol: VAL with lookback: 0
[2025-12-04T20:58:50.250322] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:58:50.250383] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:50.252048] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:58:50.252537] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:58:50.253435] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-04T20:58:50.254371] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-04T20:58:50.278269] [DEBUG] [MAG       ] BFZ: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:50.280396] [INFO ] [LOCAL     ] APA: Saved forecast.
[2025-12-04T20:58:50.280494] [INFO ] [main      ] APA: Signal=1 (Conf=80.0%), Magnitude=0.94% (Conf=53.2323%)
[2025-12-04T20:58:50.281109] [INFO ] [main      ] Fetching symbol history for AKAM...
[2025-12-04T20:58:50.281166] [DEBUG] [REMOTE    ] AKAM: Fetching historical data.
[2025-12-04T20:58:50.281678] [INFO ] [main      ] Progress: 954/970 forecasts completed (98.4%). APA finished in 0.6s. ETA: 2.7s. Rate: 356.44 forecasts/min
[2025-12-04T20:58:50.295504] [DEBUG] [REMOTE    ] AKAM: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:50.297027] [DEBUG] [LOCAL     ] Loaded configuration for AKAM: 6 features, N/A% accuracy
[2025-12-04T20:58:50.297085] [INFO ] [LOCAL     ] AKAM: Loaded 6 optimal features with 45.48% confidence from JSON config
[2025-12-04T20:58:50.297118] [DEBUG] [MAG       ] Building data for symbol: AKAM with lookback: 0
[2025-12-04T20:58:50.298104] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:58:50.298171] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:50.300090] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:58:50.300698] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:50.301101] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:58:50.302042] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-04T20:58:50.303648] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-04T20:58:50.303723] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-04T20:58:50.304673] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:50.305069] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:50.316234] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-04T20:58:50.317195] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-04T20:58:50.318467] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:50.336028] [INFO ] [LOCAL     ] BFZ: Saved forecast.
[2025-12-04T20:58:50.336101] [INFO ] [main      ] BFZ: Signal=1 (Conf=80.0%), Magnitude=-0.07% (Conf=47.8916%)
[2025-12-04T20:58:50.336476] [INFO ] [main      ] Fetching symbol history for SNDL...
[2025-12-04T20:58:50.336527] [DEBUG] [REMOTE    ] SNDL: Fetching historical data.
[2025-12-04T20:58:50.336654] [INFO ] [main      ] Progress: 955/970 forecasts completed (98.5%). BFZ finished in 0.6s. ETA: 2.5s. Rate: 356.69 forecasts/min
[2025-12-04T20:58:50.348814] [DEBUG] [REMOTE    ] SNDL: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:50.349760] [DEBUG] [LOCAL     ] Loaded configuration for SNDL: 5 features, N/A% accuracy
[2025-12-04T20:58:50.349817] [INFO ] [LOCAL     ] SNDL: Loaded 5 optimal features with 38.53% confidence from JSON config
[2025-12-04T20:58:50.349850] [DEBUG] [MAG       ] Building data for symbol: SNDL with lookback: 0
[2025-12-04T20:58:50.350708] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:58:50.350775] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:50.356044] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:58:50.356962] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:58:50.399277] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-04T20:58:50.454245] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-04T20:58:50.458992] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:50.639365] [DEBUG] [MAG       ] VAL: Last date is validated at 2025-12-04
[2025-12-04T20:58:50.661815] [DEBUG] [MAG       ] CUK: Last date is validated at 2025-12-04
[2025-12-04T20:58:50.671611] [DEBUG] [MAG       ] AKAM: Last date is validated at 2025-12-04
[2025-12-04T20:58:50.804425] [DEBUG] [MAG       ] VAL: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:50.812801] [DEBUG] [MAG       ] SNDL: Last date is validated at 2025-12-04
[2025-12-04T20:58:50.834255] [DEBUG] [MAG       ] CUK: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:50.850760] [DEBUG] [MAG       ] AKAM: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:50.902438] [INFO ] [LOCAL     ] VAL: Saved forecast.
[2025-12-04T20:58:50.902506] [INFO ] [main      ] VAL: Signal=1 (Conf=80.0%), Magnitude=-0.40% (Conf=75.7878%)
[2025-12-04T20:58:50.902855] [INFO ] [main      ] Fetching symbol history for ALTY...
[2025-12-04T20:58:50.902905] [DEBUG] [REMOTE    ] ALTY: Fetching historical data.
[2025-12-04T20:58:50.903751] [INFO ] [main      ] Progress: 956/970 forecasts completed (98.6%). VAL finished in 0.7s. ETA: 2.4s. Rate: 355.81 forecasts/min
[2025-12-04T20:58:50.914523] [INFO ] [LOCAL     ] CUK: Saved forecast.
[2025-12-04T20:58:50.914613] [INFO ] [main      ] CUK: Signal=1 (Conf=80.0%), Magnitude=-0.45% (Conf=51.3313%)
[2025-12-04T20:58:50.914781] [INFO ] [main      ] Fetching symbol history for NMI...
[2025-12-04T20:58:50.914825] [DEBUG] [REMOTE    ] NMI: Fetching historical data.
[2025-12-04T20:58:50.915408] [INFO ] [main      ] Progress: 957/970 forecasts completed (98.7%). CUK finished in 0.7s. ETA: 2.2s. Rate: 356.15 forecasts/min
[2025-12-04T20:58:50.915097] [DEBUG] [REMOTE    ] ALTY: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:50.916462] [DEBUG] [LOCAL     ] Loaded configuration for ALTY: 5 features, N/A% accuracy
[2025-12-04T20:58:50.916515] [INFO ] [LOCAL     ] ALTY: Loaded 5 optimal features with 34.09% confidence from JSON config
[2025-12-04T20:58:50.916546] [DEBUG] [MAG       ] Building data for symbol: ALTY with lookback: 0
[2025-12-04T20:58:50.917386] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:58:50.917456] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:50.922896] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:58:50.923849] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-04T20:58:50.924613] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-04T20:58:50.927210] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-04T20:58:50.927983] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:50.928956] [DEBUG] [REMOTE    ] NMI: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:50.929743] [DEBUG] [LOCAL     ] Loaded configuration for NMI: 3 features, N/A% accuracy
[2025-12-04T20:58:50.929799] [INFO ] [LOCAL     ] NMI: Loaded 3 optimal features with 42.44% confidence from JSON config
[2025-12-04T20:58:50.929831] [DEBUG] [MAG       ] Building data for symbol: NMI with lookback: 0
[2025-12-04T20:58:50.930661] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:58:50.930720] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:50.935730] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:58:50.960872] [INFO ] [LOCAL     ] AKAM: Saved forecast.
[2025-12-04T20:58:50.960943] [INFO ] [main      ] AKAM: Signal=1 (Conf=80.0%), Magnitude=0.48% (Conf=45.4844%)
[2025-12-04T20:58:50.961306] [INFO ] [main      ] Fetching symbol history for DFGP...
[2025-12-04T20:58:50.961361] [DEBUG] [REMOTE    ] DFGP: Fetching historical data.
[2025-12-04T20:58:50.961655] [INFO ] [main      ] Progress: 958/970 forecasts completed (98.8%). AKAM finished in 0.7s. ETA: 2.0s. Rate: 356.42 forecasts/min
[2025-12-04T20:58:50.973728] [DEBUG] [REMOTE    ] DFGP: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:50.974939] [DEBUG] [LOCAL     ] Loaded configuration for DFGP: 5 features, N/A% accuracy
[2025-12-04T20:58:50.974993] [INFO ] [LOCAL     ] DFGP: Loaded 5 optimal features with 53.21% confidence from JSON config
[2025-12-04T20:58:50.975025] [DEBUG] [MAG       ] Building data for symbol: DFGP with lookback: 0
[2025-12-04T20:58:50.975945] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-04T20:58:50.976007] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:58:50.976880] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:58:50.977398] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-04T20:58:50.981798] [DEBUG] [MAG       ] SNDL: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:50.982416] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:51.017257] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-04T20:58:51.018421] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-04T20:58:51.021199] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-04T20:58:51.024017] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:51.041368] [INFO ] [LOCAL     ] SNDL: Saved forecast.
[2025-12-04T20:58:51.041434] [INFO ] [main      ] SNDL: Signal=1 (Conf=80.0%), Magnitude=1.33% (Conf=38.5284%)
[2025-12-04T20:58:51.041865] [INFO ] [main      ] Fetching symbol history for TIGO...
[2025-12-04T20:58:51.041915] [DEBUG] [REMOTE    ] TIGO: Fetching historical data.
[2025-12-04T20:58:51.042663] [INFO ] [main      ] Progress: 959/970 forecasts completed (98.9%). SNDL finished in 0.7s. ETA: 1.9s. Rate: 356.61 forecasts/min
[2025-12-04T20:58:51.053100] [DEBUG] [REMOTE    ] TIGO: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:51.054274] [DEBUG] [LOCAL     ] Loaded configuration for TIGO: 2 features, N/A% accuracy
[2025-12-04T20:58:51.054324] [INFO ] [LOCAL     ] TIGO: Loaded 2 optimal features with 70.24% confidence from JSON config
[2025-12-04T20:58:51.054366] [DEBUG] [MAG       ] Building data for symbol: TIGO with lookback: 0
[2025-12-04T20:58:51.055173] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-04T20:58:51.055229] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:51.060040] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-04T20:58:51.062435] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:51.259724] [DEBUG] [MAG       ] ALTY: Last date is validated at 2025-12-04
[2025-12-04T20:58:51.328243] [DEBUG] [MAG       ] NMI: Last date is validated at 2025-12-04
[2025-12-04T20:58:51.372419] [DEBUG] [MAG       ] DFGP: Last date is validated at 2025-12-04
[2025-12-04T20:58:51.402834] [DEBUG] [MAG       ] TIGO: Last date is validated at 2025-12-04
[2025-12-04T20:58:51.426731] [DEBUG] [MAG       ] ALTY: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:51.483320] [INFO ] [LOCAL     ] ALTY: Saved forecast.
[2025-12-04T20:58:51.483388] [INFO ] [main      ] ALTY: Signal=1 (Conf=80.0%), Magnitude=0.00% (Conf=34.0864%)
[2025-12-04T20:58:51.483775] [INFO ] [main      ] Progress: 960/970 forecasts completed (99.0%). ALTY finished in 0.6s. ETA: 1.7s. Rate: 356.01 forecasts/min
[2025-12-04T20:58:51.483897] [INFO ] [main      ] Fetching symbol history for LPX...
[2025-12-04T20:58:51.483940] [DEBUG] [REMOTE    ] LPX: Fetching historical data.
[2025-12-04T20:58:51.495619] [DEBUG] [REMOTE    ] LPX: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:51.496661] [DEBUG] [LOCAL     ] Loaded configuration for LPX: 4 features, N/A% accuracy
[2025-12-04T20:58:51.496712] [INFO ] [LOCAL     ] LPX: Loaded 4 optimal features with 54.26% confidence from JSON config
[2025-12-04T20:58:51.496743] [DEBUG] [MAG       ] Building data for symbol: LPX with lookback: 0
[2025-12-04T20:58:51.497513] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:58:51.497588] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:51.498399] [DEBUG] [MAG       ] NMI: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:51.499308] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:58:51.499823] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:51.500204] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:58:51.500952] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:51.545884] [DEBUG] [MAG       ] DFGP: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:51.557866] [INFO ] [LOCAL     ] NMI: Saved forecast.
[2025-12-04T20:58:51.557937] [INFO ] [main      ] NMI: Signal=1 (Conf=80.0%), Magnitude=0.00% (Conf=42.435%)
[2025-12-04T20:58:51.558335] [INFO ] [main      ] Fetching symbol history for ATEX...
[2025-12-04T20:58:51.558389] [DEBUG] [REMOTE    ] ATEX: Fetching historical data.
[2025-12-04T20:58:51.559671] [INFO ] [main      ] Progress: 961/970 forecasts completed (99.1%). NMI finished in 0.6s. ETA: 1.5s. Rate: 356.22 forecasts/min
[2025-12-04T20:58:51.570413] [DEBUG] [REMOTE    ] ATEX: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:51.571445] [DEBUG] [LOCAL     ] Loaded configuration for ATEX: 6 features, N/A% accuracy
[2025-12-04T20:58:51.571500] [INFO ] [LOCAL     ] ATEX: Loaded 6 optimal features with 53.53% confidence from JSON config
[2025-12-04T20:58:51.571533] [DEBUG] [MAG       ] Building data for symbol: ATEX with lookback: 0
[2025-12-04T20:58:51.572027] [DEBUG] [MAG       ] TIGO: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:51.572367] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:58:51.572429] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:51.577359] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:51.579228] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:58:51.579731] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:51.580114] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-04T20:58:51.582470] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-04T20:58:51.586801] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:51.614998] [INFO ] [LOCAL     ] DFGP: Saved forecast.
[2025-12-04T20:58:51.615101] [INFO ] [main      ] DFGP: Signal=1 (Conf=80.0%), Magnitude=-0.16% (Conf=53.2141%)
[2025-12-04T20:58:51.615315] [INFO ] [main      ] Fetching symbol history for VRDN...
[2025-12-04T20:58:51.615359] [DEBUG] [REMOTE    ] VRDN: Fetching historical data.
[2025-12-04T20:58:51.616641] [INFO ] [main      ] Progress: 962/970 forecasts completed (99.2%). DFGP finished in 0.7s. ETA: 1.3s. Rate: 356.46 forecasts/min
[2025-12-04T20:58:51.630735] [DEBUG] [REMOTE    ] VRDN: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:51.631981] [DEBUG] [LOCAL     ] Loaded configuration for VRDN: 4 features, N/A% accuracy
[2025-12-04T20:58:51.632038] [INFO ] [LOCAL     ] VRDN: Loaded 4 optimal features with 49.53% confidence from JSON config
[2025-12-04T20:58:51.632070] [DEBUG] [MAG       ] Building data for symbol: VRDN with lookback: 0
[2025-12-04T20:58:51.633019] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:58:51.633082] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:51.638835] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-04T20:58:51.651907] [INFO ] [LOCAL     ] TIGO: Saved forecast.
[2025-12-04T20:58:51.651981] [INFO ] [main      ] TIGO: Signal=1 (Conf=80.0%), Magnitude=-0.41% (Conf=70.2427%)
[2025-12-04T20:58:51.652368] [INFO ] [main      ] Fetching symbol history for MKTX...
[2025-12-04T20:58:51.652416] [DEBUG] [REMOTE    ] MKTX: Fetching historical data.
[2025-12-04T20:58:51.652635] [INFO ] [main      ] Progress: 963/970 forecasts completed (99.3%). TIGO finished in 0.6s. ETA: 1.2s. Rate: 356.75 forecasts/min
[2025-12-04T20:58:51.664512] [DEBUG] [REMOTE    ] MKTX: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:51.665475] [DEBUG] [LOCAL     ] Loaded configuration for MKTX: 4 features, N/A% accuracy
[2025-12-04T20:58:51.665531] [INFO ] [LOCAL     ] MKTX: Loaded 4 optimal features with 53.69% confidence from JSON config
[2025-12-04T20:58:51.665563] [DEBUG] [MAG       ] Building data for symbol: MKTX with lookback: 0
[2025-12-04T20:58:51.666740] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:58:51.666798] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:51.668670] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-04T20:58:51.669202] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-04T20:58:51.669650] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-04T20:58:51.670605] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:51.684637] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-04T20:58:51.685971] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-04T20:58:51.692139] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:51.835074] [DEBUG] [MAG       ] LPX: Last date is validated at 2025-12-04
[2025-12-04T20:58:51.927251] [DEBUG] [MAG       ] ATEX: Last date is validated at 2025-12-04
[2025-12-04T20:58:52.001681] [DEBUG] [MAG       ] LPX: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:52.039942] [DEBUG] [MAG       ] VRDN: Last date is validated at 2025-12-04
[2025-12-04T20:58:52.070787] [DEBUG] [MAG       ] MKTX: Last date is validated at 2025-12-04
[2025-12-04T20:58:52.096141] [DEBUG] [MAG       ] ATEX: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:52.102270] [INFO ] [LOCAL     ] LPX: Saved forecast.
[2025-12-04T20:58:52.102344] [INFO ] [main      ] LPX: Signal=1 (Conf=80.0%), Magnitude=-0.58% (Conf=54.2643%)
[2025-12-04T20:58:52.102681] [INFO ] [main      ] Fetching symbol history for CRS...
[2025-12-04T20:58:52.102732] [DEBUG] [REMOTE    ] CRS: Fetching historical data.
[2025-12-04T20:58:52.103531] [INFO ] [main      ] Progress: 964/970 forecasts completed (99.4%). LPX finished in 0.6s. ETA: 1.0s. Rate: 356.13 forecasts/min
[2025-12-04T20:58:52.114528] [DEBUG] [REMOTE    ] CRS: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:52.115471] [DEBUG] [LOCAL     ] Loaded configuration for CRS: 3 features, N/A% accuracy
[2025-12-04T20:58:52.115520] [INFO ] [LOCAL     ] CRS: Loaded 3 optimal features with 63.62% confidence from JSON config
[2025-12-04T20:58:52.115550] [DEBUG] [MAG       ] Building data for symbol: CRS with lookback: 0
[2025-12-04T20:58:52.116351] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-04T20:58:52.116411] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:58:52.117139] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-04T20:58:52.117854] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-04T20:58:52.118969] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:52.191077] [INFO ] [LOCAL     ] ATEX: Saved forecast.
[2025-12-04T20:58:52.191148] [INFO ] [main      ] ATEX: Signal=1 (Conf=80.0%), Magnitude=5.36% (Conf=53.5277%)
[2025-12-04T20:58:52.191306] [INFO ] [main      ] Fetching symbol history for NN...
[2025-12-04T20:58:52.191347] [DEBUG] [REMOTE    ] NN: Fetching historical data.
[2025-12-04T20:58:52.191838] [INFO ] [main      ] Progress: 965/970 forecasts completed (99.5%). ATEX finished in 0.6s. ETA: 0.8s. Rate: 356.31 forecasts/min
[2025-12-04T20:58:52.203257] [DEBUG] [REMOTE    ] NN: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:52.204406] [DEBUG] [LOCAL     ] Loaded configuration for NN: 6 features, N/A% accuracy
[2025-12-04T20:58:52.204457] [INFO ] [LOCAL     ] NN: Loaded 6 optimal features with 47.07% confidence from JSON config
[2025-12-04T20:58:52.204487] [DEBUG] [MAG       ] Building data for symbol: NN with lookback: 0
[2025-12-04T20:58:52.205278] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-04T20:58:52.205338] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:52.205386] [DEBUG] [MAG       ] VRDN: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:52.210055] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-04T20:58:52.224128] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-04T20:58:52.225820] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-04T20:58:52.226294] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:58:52.227366] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-04T20:58:52.229352] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:52.238798] [DEBUG] [MAG       ] MKTX: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:52.287124] [INFO ] [LOCAL     ] VRDN: Saved forecast.
[2025-12-04T20:58:52.287191] [INFO ] [main      ] VRDN: Signal=1 (Conf=80.0%), Magnitude=2.50% (Conf=49.5311%)
[2025-12-04T20:58:52.287534] [INFO ] [main      ] Fetching symbol history for ELVN...
[2025-12-04T20:58:52.287599] [DEBUG] [REMOTE    ] ELVN: Fetching historical data.
[2025-12-04T20:58:52.287653] [INFO ] [main      ] Progress: 966/970 forecasts completed (99.6%). VRDN finished in 0.7s. ETA: 0.7s. Rate: 356.47 forecasts/min
[2025-12-04T20:58:52.298927] [DEBUG] [REMOTE    ] ELVN: Successfully parsed 300 rows of historical data.
[2025-12-04T20:58:52.299791] [DEBUG] [LOCAL     ] Loaded configuration for ELVN: 4 features, N/A% accuracy
[2025-12-04T20:58:52.299840] [INFO ] [LOCAL     ] ELVN: Loaded 4 optimal features with 59.48% confidence from JSON config
[2025-12-04T20:58:52.299881] [DEBUG] [MAG       ] Building data for symbol: ELVN with lookback: 0
[2025-12-04T20:58:52.300676] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-04T20:58:52.300732] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-04T20:58:52.305332] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-04T20:58:52.306114] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-04T20:58:52.306921] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-04T20:58:52.307979] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-04T20:58:52.353256] [INFO ] [LOCAL     ] MKTX: Saved forecast.
[2025-12-04T20:58:52.353324] [INFO ] [main      ] MKTX: Signal=1 (Conf=80.0%), Magnitude=0.22% (Conf=53.688%)
[2025-12-04T20:58:52.354632] [INFO ] [main      ] Progress: 967/970 forecasts completed (99.7%). MKTX finished in 0.7s. ETA: 0.5s. Rate: 356.69 forecasts/min
[2025-12-04T20:58:52.449929] [DEBUG] [MAG       ] CRS: Last date is validated at 2025-12-04
[2025-12-04T20:58:52.564355] [DEBUG] [MAG       ] NN: Last date is validated at 2025-12-04
[2025-12-04T20:58:52.616986] [DEBUG] [MAG       ] CRS: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:52.637414] [DEBUG] [MAG       ] ELVN: Last date is validated at 2025-12-04
[2025-12-04T20:58:52.730211] [DEBUG] [MAG       ] NN: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:52.765176] [INFO ] [LOCAL     ] CRS: Saved forecast.
[2025-12-04T20:58:52.765242] [INFO ] [main      ] CRS: Signal=1 (Conf=80.0%), Magnitude=1.78% (Conf=63.6151%)
[2025-12-04T20:58:52.765856] [INFO ] [main      ] Progress: 968/970 forecasts completed (99.8%). CRS finished in 0.7s. ETA: 0.3s. Rate: 356.16 forecasts/min
[2025-12-04T20:58:52.803365] [DEBUG] [MAG       ] ELVN: Forecast date (T1) determined as 2025-12-05
[2025-12-04T20:58:52.816035] [INFO ] [LOCAL     ] NN: Saved forecast.
[2025-12-04T20:58:52.816106] [INFO ] [main      ] NN: Signal=1 (Conf=80.0%), Magnitude=4.54% (Conf=47.0687%)
[2025-12-04T20:58:52.816757] [INFO ] [main      ] Progress: 969/970 forecasts completed (99.9%). NN finished in 0.6s. ETA: 0.2s. Rate: 356.41 forecasts/min
[2025-12-04T20:58:52.886666] [INFO ] [LOCAL     ] ELVN: Saved forecast.
[2025-12-04T20:58:52.886735] [INFO ] [main      ] ELVN: Signal=1 (Conf=80.0%), Magnitude=6.97% (Conf=59.4799%)
[2025-12-04T20:58:52.887210] [INFO ] [main      ] Progress: 970/970 forecasts completed (100.0%). ELVN finished in 0.6s. ETA: 0.0s. Rate: 356.63 forecasts/min
[2025-12-04T20:58:52.915078] [INFO ] [main      ] Parallel forecast generation completed in 2m 43s. Processed 970 forecasts.
[2025-12-04T20:58:52.915245] [INFO ] [main      ] Generated and saved 970 forecast pairs.
[2025-12-04T20:58:53.346123] [DEBUG] [EMAIL     ] Email sent to 'chris.punches@silogroup.org' with subject: 'MAG Forecast Generation Completed (970/970 @ 100.00%)'
[2025-12-04T20:58:53.348002] [INFO ] [MODE      ] Ignoring multithreaded flag for report generation
[2025-12-04T20:58:53.348072] [INFO ] [main      ] Fetching available MAG forecast dates...
[2025-12-04T20:58:53.348275] [INFO ] [main      ] Found 14 forecast dates
[2025-12-04T20:58:53.348315] [INFO ] [main      ] Processing forecast date: 2025-11-17
[2025-12-04T20:58:53.457515] [INFO ] [main      ] Overwriting existing report for 2025-11-17
[2025-12-04T20:58:53.459786] [INFO ] [main      ] Generated forecast report for 2025-11-17: 472 forecasts
[2025-12-04T20:58:53.459913] [INFO ] [main      ] Processing forecast date: 2025-11-18
[2025-12-04T20:58:53.554265] [INFO ] [main      ] Overwriting existing report for 2025-11-18
[2025-12-04T20:58:53.555903] [INFO ] [main      ] Generated forecast report for 2025-11-18: 421 forecasts
[2025-12-04T20:58:53.556011] [INFO ] [main      ] Processing forecast date: 2025-11-19
[2025-12-04T20:58:53.665434] [INFO ] [main      ] Overwriting existing report for 2025-11-19
[2025-12-04T20:58:53.667230] [INFO ] [main      ] Generated forecast report for 2025-11-19: 480 forecasts
[2025-12-04T20:58:53.667345] [INFO ] [main      ] Processing forecast date: 2025-11-20
[2025-12-04T20:58:53.758773] [INFO ] [main      ] Overwriting existing report for 2025-11-20
[2025-12-04T20:58:53.760347] [INFO ] [main      ] Generated forecast report for 2025-11-20: 423 forecasts
[2025-12-04T20:58:53.760448] [INFO ] [main      ] Processing forecast date: 2025-11-21
[2025-12-04T20:58:53.840654] [INFO ] [main      ] Overwriting existing report for 2025-11-21
[2025-12-04T20:58:53.861160] [INFO ] [main      ] Generated forecast report for 2025-11-21: 368 forecasts
[2025-12-04T20:58:53.861290] [INFO ] [main      ] Processing forecast date: 2025-11-24
[2025-12-04T20:58:53.981557] [INFO ] [main      ] Overwriting existing report for 2025-11-24
[2025-12-04T20:58:53.983456] [INFO ] [main      ] Generated forecast report for 2025-11-24: 527 forecasts
[2025-12-04T20:58:53.983564] [INFO ] [main      ] Processing forecast date: 2025-11-25
[2025-12-04T20:58:54.115274] [INFO ] [main      ] Overwriting existing report for 2025-11-25
[2025-12-04T20:58:54.117983] [INFO ] [main      ] Generated forecast report for 2025-11-25: 524 forecasts
[2025-12-04T20:58:54.118112] [INFO ] [main      ] Processing forecast date: 2025-11-26
[2025-12-04T20:58:54.226881] [INFO ] [main      ] Overwriting existing report for 2025-11-26
[2025-12-04T20:58:54.228851] [INFO ] [main      ] Generated forecast report for 2025-11-26: 452 forecasts
[2025-12-04T20:58:54.228963] [INFO ] [main      ] Processing forecast date: 2025-11-28
[2025-12-04T20:58:54.445888] [INFO ] [main      ] Overwriting existing report for 2025-11-28
[2025-12-04T20:58:54.449524] [INFO ] [main      ] Generated forecast report for 2025-11-28: 1002 forecasts
[2025-12-04T20:58:54.449728] [INFO ] [main      ] Processing forecast date: 2025-12-01
[2025-12-04T20:58:54.635023] [INFO ] [main      ] Overwriting existing report for 2025-12-01
[2025-12-04T20:58:54.637893] [INFO ] [main      ] Generated forecast report for 2025-12-01: 835 forecasts
[2025-12-04T20:58:54.638066] [INFO ] [main      ] Processing forecast date: 2025-12-02
[2025-12-04T20:58:54.799795] [INFO ] [main      ] Overwriting existing report for 2025-12-02
[2025-12-04T20:58:54.802443] [INFO ] [main      ] Generated forecast report for 2025-12-02: 769 forecasts
[2025-12-04T20:58:54.802602] [INFO ] [main      ] Processing forecast date: 2025-12-03
[2025-12-04T20:58:54.994882] [INFO ] [main      ] Overwriting existing report for 2025-12-03
[2025-12-04T20:58:54.998177] [INFO ] [main      ] Generated forecast report for 2025-12-03: 965 forecasts
[2025-12-04T20:58:54.998365] [INFO ] [main      ] Processing forecast date: 2025-12-04
[2025-12-04T20:58:55.215958] [INFO ] [main      ] Overwriting existing report for 2025-12-04
[2025-12-04T20:58:55.219509] [INFO ] [main      ] Generated forecast report for 2025-12-04: 965 forecasts
[2025-12-04T20:58:55.219721] [INFO ] [main      ] Processing forecast date: 2025-12-05
[2025-12-04T20:58:55.241550] [INFO ] [main      ] Generated forecast report for 2025-12-05: 970 forecasts
[2025-12-04T20:58:55.241735] [INFO ] [main      ] Generated 14/14 forecast reports
[2025-12-04T20:58:55.241780] [INFO ] [main      ] Reading forecast report for email: ./output/forecasts/full/2025-12-05.txt
[2025-12-04T20:58:55.869528] [DEBUG] [EMAIL     ] Email sent to 'chris.punches@silogroup.org' with subject: 'MAG Forecast Report - 2025-12-05'
[2025-12-04T20:58:55.869725] [INFO ] [main      ] Forecast report email sent for 2025-12-05
[2025-12-04T20:58:55.869785] [INFO ] [MAG       ] MAG operation completed successfully
[2025-12-04T20:58:55.869979] [WARN ] [STATE     ] State set to: COMPLETED_OK
[2025-12-04T20:58:55.870132] [INFO ] [STATE     ] Last completion updated: 2025-12-04T20:58:55.870038