[2025-12-15T20:30:02.560332] [INFO ] [MAG       ] Starting MAG operation...
[2025-12-15T20:30:02.747086] [DEBUG] [R-STATUS  ] Registered 'tdm' as a dependent service.
[2025-12-15T20:30:02.929187] [DEBUG] [R-STATUS  ] Registered 'sig' as a dependent service.
[2025-12-15T20:30:03.094260] [DEBUG] [R-STATUS  ] Registered 'sap' as a dependent service.
[2025-12-15T20:30:03.258659] [DEBUG] [R-STATUS  ] Registered 'exp' as a dependent service.
[2025-12-15T20:30:03.259032] [WARN ] [STATE     ] State set to: WAITING
[2025-12-15T20:30:03.259096] [INFO ] [STATE     ] Checking service statuses...
[2025-12-15T20:30:03.328635] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-15T20:30:03.333012] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-15), and is a dependency of this service.
[2025-12-15T20:30:03.399449] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-15T20:30:03.469277] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-15T20:30:03.537327] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-15T20:30:03.537480] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-15T20:30:06.543416] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-15T20:30:06.548020] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-15), and is a dependency of this service.
[2025-12-15T20:30:06.552504] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-15T20:30:06.556992] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-15T20:30:06.561190] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-15T20:30:06.561271] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-15T20:30:09.567420] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-15T20:30:09.571903] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-15), and is a dependency of this service.
[2025-12-15T20:30:09.576605] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-15T20:30:09.581390] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-15T20:30:09.585313] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-15T20:30:09.585389] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-15T20:30:12.590213] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-15T20:30:12.593753] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-15), and is a dependency of this service.
[2025-12-15T20:30:12.597276] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-15T20:30:12.600732] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-15T20:30:12.603954] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-15T20:30:12.604024] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-15T20:30:15.608863] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-15T20:30:15.612320] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-15), and is a dependency of this service.
[2025-12-15T20:30:15.615702] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-15T20:30:15.618947] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-15T20:30:15.622158] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-15T20:30:15.622225] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-15T20:30:18.628081] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-15T20:30:18.632806] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-15), and is a dependency of this service.
[2025-12-15T20:30:18.636900] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-15T20:30:18.641521] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-15T20:30:18.646032] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-15T20:30:18.646139] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-15T20:30:21.650812] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-15T20:30:21.654334] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-15), and is a dependency of this service.
[2025-12-15T20:30:21.658523] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-15T20:30:21.662350] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-15T20:30:21.665718] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-15T20:30:21.665793] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-15T20:30:24.671950] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-15T20:30:24.677135] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-15), and is a dependency of this service.
[2025-12-15T20:30:24.682118] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-15T20:30:24.685988] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-15T20:30:24.690041] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-15T20:30:24.690130] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-15T20:30:27.696354] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-15T20:30:27.701139] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-15), and is a dependency of this service.
[2025-12-15T20:30:27.705838] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-15T20:30:27.710486] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-15T20:30:27.715068] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-15T20:30:27.715171] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-15T20:30:30.720078] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-15T20:30:30.723379] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-15), and is a dependency of this service.
[2025-12-15T20:30:30.726566] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-15T20:30:30.729752] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-15T20:30:30.732948] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-15T20:30:30.733017] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-15T20:30:33.738900] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-15T20:30:33.743720] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-15), and is a dependency of this service.
[2025-12-15T20:30:33.810230] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-15T20:30:33.879257] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-15T20:30:33.946026] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-15T20:30:33.946131] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-15T20:30:36.952052] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-15T20:30:36.957270] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-15), and is a dependency of this service.
[2025-12-15T20:30:36.962362] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-15T20:30:36.966318] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-15T20:30:36.970266] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-15T20:30:36.970340] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-15T20:30:39.975469] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-15T20:30:39.979478] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-15), and is a dependency of this service.
[2025-12-15T20:30:39.983334] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-15T20:30:39.987548] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-15T20:30:39.991556] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-15T20:30:39.991642] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-15T20:30:42.996237] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-15T20:30:43.000013] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-15), and is a dependency of this service.
[2025-12-15T20:30:43.004403] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-15T20:30:43.008358] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-15T20:30:43.011707] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-15T20:30:43.011785] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-15T20:30:46.017922] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-15T20:30:46.023258] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-15), and is a dependency of this service.
[2025-12-15T20:30:46.027063] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-15T20:30:46.030957] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-15T20:30:46.034615] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-15T20:30:46.034707] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-15T20:30:49.039390] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-15T20:30:49.043244] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-15), and is a dependency of this service.
[2025-12-15T20:30:49.047295] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-15T20:30:49.050985] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-15T20:30:49.054440] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-15T20:30:49.054512] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-15T20:30:52.060356] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-15T20:30:52.064322] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-15), and is a dependency of this service.
[2025-12-15T20:30:52.067737] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-15T20:30:52.071092] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-15T20:30:52.074372] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-15T20:30:52.074442] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-15T20:30:55.081283] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-15T20:30:55.086389] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-15), and is a dependency of this service.
[2025-12-15T20:30:55.091750] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-15T20:30:55.095670] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-15T20:30:55.099145] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-15T20:30:55.099217] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-15T20:30:58.104508] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-15T20:30:58.108271] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-15), and is a dependency of this service.
[2025-12-15T20:30:58.111690] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-15T20:30:58.115064] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-15T20:30:58.118947] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-15T20:30:58.119046] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-15T20:31:01.124048] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-15T20:31:01.128209] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-15), and is a dependency of this service.
[2025-12-15T20:31:01.132172] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-15T20:31:01.136134] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-15T20:31:01.140066] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-15T20:31:01.140170] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-15T20:31:04.145510] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-15T20:31:04.150291] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-15), and is a dependency of this service.
[2025-12-15T20:31:04.217013] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-15T20:31:04.283466] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-15T20:31:04.351613] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-15T20:31:04.351758] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-15T20:31:07.359088] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-15T20:31:07.365306] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-15), and is a dependency of this service.
[2025-12-15T20:31:07.370964] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-15T20:31:07.375502] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-15T20:31:07.379602] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-15T20:31:07.379703] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-15T20:31:10.384792] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-15T20:31:10.388613] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-15), and is a dependency of this service.
[2025-12-15T20:31:10.392195] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-15T20:31:10.395673] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-15T20:31:10.399630] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-15T20:31:10.399748] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-15T20:31:13.404587] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-15T20:31:13.408508] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-15), and is a dependency of this service.
[2025-12-15T20:31:13.412068] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-15T20:31:13.416303] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-15T20:31:13.420547] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-15T20:31:13.420676] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-15T20:31:16.425755] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-15T20:31:16.430006] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-15), and is a dependency of this service.
[2025-12-15T20:31:16.433786] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-15T20:31:16.437224] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-15T20:31:16.440857] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-15T20:31:16.440934] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-15T20:31:19.445708] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-15T20:31:19.449708] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-15), and is a dependency of this service.
[2025-12-15T20:31:19.453398] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-15T20:31:19.457388] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-15T20:31:19.461213] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-15T20:31:19.461304] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-15T20:31:22.466781] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-15T20:31:22.472664] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-15), and is a dependency of this service.
[2025-12-15T20:31:22.476461] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-15T20:31:22.479876] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-15T20:31:22.483719] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-15T20:31:22.483809] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-15T20:31:25.490160] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-15T20:31:25.495666] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-15), and is a dependency of this service.
[2025-12-15T20:31:25.500006] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-15T20:31:25.504048] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-15T20:31:25.508070] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-15T20:31:25.508150] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-15T20:31:28.513123] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-15T20:31:28.516671] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-15), and is a dependency of this service.
[2025-12-15T20:31:28.520121] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-15T20:31:28.523512] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-15T20:31:28.526970] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-15T20:31:28.527054] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-15T20:31:31.531937] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-15T20:31:31.535785] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-15), and is a dependency of this service.
[2025-12-15T20:31:31.539328] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-15T20:31:31.542815] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-15T20:31:31.546228] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-15T20:31:31.546314] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-15T20:31:34.551632] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-15T20:31:34.555086] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-15), and is a dependency of this service.
[2025-12-15T20:31:34.560275] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-15T20:31:34.565303] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-15T20:31:34.569645] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-15T20:31:34.569720] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-15T20:31:37.574551] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-15T20:31:37.578052] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-15), and is a dependency of this service.
[2025-12-15T20:31:37.581638] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-15T20:31:37.584998] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-15T20:31:37.588635] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-15T20:31:37.588728] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-15T20:31:40.593892] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-15T20:31:40.597564] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-15), and is a dependency of this service.
[2025-12-15T20:31:40.601158] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-15T20:31:40.604733] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-15T20:31:40.608151] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-15T20:31:40.608226] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-15T20:31:43.613320] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-15T20:31:43.618426] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-15), and is a dependency of this service.
[2025-12-15T20:31:43.623506] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-15T20:31:43.628557] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-15T20:31:43.633535] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-15T20:31:43.633691] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-15T20:31:46.638648] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-15T20:31:46.642222] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-15), and is a dependency of this service.
[2025-12-15T20:31:46.645761] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-15T20:31:46.649422] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-15T20:31:46.652937] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-15T20:31:46.653019] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-15T20:31:49.658374] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-15T20:31:49.661965] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-15), and is a dependency of this service.
[2025-12-15T20:31:49.666790] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-15T20:31:49.670458] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-15T20:31:49.674013] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-15T20:31:49.674098] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-15T20:31:52.679028] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-15T20:31:52.682748] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-15), and is a dependency of this service.
[2025-12-15T20:31:52.686747] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-15T20:31:52.690299] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-15T20:31:52.694169] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-15T20:31:52.694247] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-15T20:31:55.699320] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-15T20:31:55.703333] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-15), and is a dependency of this service.
[2025-12-15T20:31:55.707279] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-15T20:31:55.710933] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-15T20:31:55.714331] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-15T20:31:55.714397] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-15T20:31:58.719042] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-15T20:31:58.722769] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-15), and is a dependency of this service.
[2025-12-15T20:31:58.726500] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-15T20:31:58.730099] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-15T20:31:58.733472] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-15T20:31:58.733548] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-15T20:32:01.739265] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-15T20:32:01.744046] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-15), and is a dependency of this service.
[2025-12-15T20:32:01.748678] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-15T20:32:01.753352] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-15T20:32:01.758310] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-15T20:32:01.758412] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-15T20:32:04.764185] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-15T20:32:04.770193] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-15), and is a dependency of this service.
[2025-12-15T20:32:04.776105] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-15T20:32:04.780858] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-15T20:32:04.785828] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-15T20:32:04.785958] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-15T20:32:07.789887] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-15T20:32:07.793227] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-15), and is a dependency of this service.
[2025-12-15T20:32:07.796375] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-15T20:32:07.799533] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-15T20:32:07.802771] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-15T20:32:07.802841] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-15T20:32:10.807196] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-15T20:32:10.810987] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-15), and is a dependency of this service.
[2025-12-15T20:32:10.814506] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-15T20:32:10.818107] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-15T20:32:10.821825] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-15T20:32:10.821929] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-15T20:32:13.826858] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-15T20:32:13.830371] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-15), and is a dependency of this service.
[2025-12-15T20:32:13.833672] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-15T20:32:13.837059] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-15T20:32:13.840795] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-15T20:32:13.840870] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-15T20:32:16.846630] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-15T20:32:16.850062] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-15), and is a dependency of this service.
[2025-12-15T20:32:16.853324] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-15T20:32:16.856619] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-15T20:32:16.859832] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-15T20:32:16.859905] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-15T20:32:19.864555] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-15T20:32:19.868262] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-15), and is a dependency of this service.
[2025-12-15T20:32:19.872086] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-15T20:32:19.875790] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-15T20:32:19.879872] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-15T20:32:19.879977] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-15T20:32:22.884444] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-15T20:32:22.888092] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-15), and is a dependency of this service.
[2025-12-15T20:32:22.891825] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-15T20:32:22.895262] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-15T20:32:22.898690] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-15T20:32:22.898793] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-15T20:32:25.903327] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-15T20:32:25.907068] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-15), and is a dependency of this service.
[2025-12-15T20:32:25.910718] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-15T20:32:25.914276] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-15T20:32:25.917808] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-15T20:32:25.917889] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-15T20:32:28.923045] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-15T20:32:28.926430] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-15), and is a dependency of this service.
[2025-12-15T20:32:28.929855] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-15T20:32:28.933077] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-15T20:32:28.936243] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-15T20:32:28.936310] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-15T20:32:31.941069] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-15T20:32:31.944644] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-15), and is a dependency of this service.
[2025-12-15T20:32:31.947964] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-15T20:32:31.951284] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-15T20:32:31.954653] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-15T20:32:31.954744] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-15T20:32:34.959638] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-15T20:32:34.963352] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-15), and is a dependency of this service.
[2025-12-15T20:32:34.968540] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-15T20:32:34.973567] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-15T20:32:34.978475] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-15T20:32:34.978590] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-15T20:32:37.983889] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-15T20:32:37.987156] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-15), and is a dependency of this service.
[2025-12-15T20:32:37.990466] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-15T20:32:37.993709] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-15T20:32:37.996895] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-15T20:32:37.996963] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-15T20:32:41.001824] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-15T20:32:41.005720] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-15), and is a dependency of this service.
[2025-12-15T20:32:41.009334] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-15T20:32:41.012943] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-15T20:32:41.016508] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-15T20:32:41.016624] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-15T20:32:44.021891] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-15T20:32:44.025444] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-15), and is a dependency of this service.
[2025-12-15T20:32:44.029524] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-15T20:32:44.032907] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-15T20:32:44.036387] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-15T20:32:44.036455] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-15T20:32:47.042675] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-15T20:32:47.047368] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-15), and is a dependency of this service.
[2025-12-15T20:32:47.051758] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-15T20:32:47.055981] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-15T20:32:47.060008] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-15T20:32:47.060141] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-15T20:32:50.064960] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-15T20:32:50.068553] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-15), and is a dependency of this service.
[2025-12-15T20:32:50.071832] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-15T20:32:50.075530] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-15T20:32:50.079201] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-15T20:32:50.079283] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-15T20:32:53.084153] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-15T20:32:53.087594] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-15), and is a dependency of this service.
[2025-12-15T20:32:53.090843] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-15T20:32:53.094015] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-15T20:32:53.097436] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-15T20:32:53.097515] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-15T20:32:56.102847] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-15T20:32:56.106318] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-15), and is a dependency of this service.
[2025-12-15T20:32:56.109655] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-15T20:32:56.113289] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-15T20:32:56.116991] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-15T20:32:56.117090] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-15T20:32:59.122476] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-15T20:32:59.127270] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-15), and is a dependency of this service.
[2025-12-15T20:32:59.131309] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-15T20:32:59.134928] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-15T20:32:59.138638] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-15T20:32:59.138720] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-15T20:33:02.143270] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-15T20:33:02.146993] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-15), and is a dependency of this service.
[2025-12-15T20:33:02.150655] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-15T20:33:02.154081] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-15T20:33:02.158102] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-15T20:33:02.158205] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-15T20:33:05.163295] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-15T20:33:05.167658] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-15), and is a dependency of this service.
[2025-12-15T20:33:05.171653] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-15T20:33:05.175420] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-15T20:33:05.179210] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-15T20:33:05.179277] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-15T20:33:08.185474] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-15T20:33:08.190788] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-15), and is a dependency of this service.
[2025-12-15T20:33:08.195734] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-15T20:33:08.200770] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-15T20:33:08.205014] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-15T20:33:08.205119] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-15T20:33:11.210360] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-15T20:33:11.214235] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-15), and is a dependency of this service.
[2025-12-15T20:33:11.218126] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-15T20:33:11.221799] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-15T20:33:11.225803] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-15T20:33:11.225892] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-15T20:33:14.231102] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-15T20:33:14.234666] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-15), and is a dependency of this service.
[2025-12-15T20:33:14.238052] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-15T20:33:14.241402] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-15T20:33:14.244733] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-15T20:33:14.244834] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-15T20:33:17.249564] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-15T20:33:17.253283] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-15), and is a dependency of this service.
[2025-12-15T20:33:17.257061] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-15T20:33:17.260833] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-15T20:33:17.264568] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-15T20:33:17.264681] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-15T20:33:20.270962] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-15T20:33:20.275839] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-15), and is a dependency of this service.
[2025-12-15T20:33:20.280480] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-15T20:33:20.284992] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-15T20:33:20.289532] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-15T20:33:20.289641] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-15T20:33:23.296312] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-15T20:33:23.302401] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-15), and is a dependency of this service.
[2025-12-15T20:33:23.308408] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-15T20:33:23.314237] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-15T20:33:23.320025] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-15T20:33:23.320168] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-15T20:33:26.325835] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-15T20:33:26.330479] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-15), and is a dependency of this service.
[2025-12-15T20:33:26.334510] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-15T20:33:26.338947] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-15T20:33:26.343539] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-15T20:33:26.343652] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-15T20:33:29.349373] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-15T20:33:29.353495] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-15), and is a dependency of this service.
[2025-12-15T20:33:29.357368] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-15T20:33:29.361044] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-15T20:33:29.364404] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-15T20:33:29.364478] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-15T20:33:32.369321] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-15T20:33:32.373062] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-15), and is a dependency of this service.
[2025-12-15T20:33:32.376302] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-15T20:33:32.379554] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-15T20:33:32.382767] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-15T20:33:32.382839] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-15T20:33:35.387101] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-15T20:33:35.390525] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-15), and is a dependency of this service.
[2025-12-15T20:33:35.394362] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-15T20:33:35.398291] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-15T20:33:35.402175] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-15T20:33:35.402255] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-15T20:33:38.406911] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-15T20:33:38.410331] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-15), and is a dependency of this service.
[2025-12-15T20:33:38.414262] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-15T20:33:38.417944] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-15T20:33:38.421271] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-15T20:33:38.421355] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-15T20:33:41.426658] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-15T20:33:41.430186] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-15), and is a dependency of this service.
[2025-12-15T20:33:41.433734] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-15T20:33:41.437059] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-15T20:33:41.441196] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-15T20:33:41.441331] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-15T20:33:44.445887] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-15T20:33:44.449361] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-15), and is a dependency of this service.
[2025-12-15T20:33:44.452780] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-15T20:33:44.456125] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-15T20:33:44.459527] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-15T20:33:44.459619] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-15T20:33:47.464284] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-15T20:33:47.467917] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-15), and is a dependency of this service.
[2025-12-15T20:33:47.472404] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-15T20:33:47.477010] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-15T20:33:47.481903] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-15T20:33:47.482008] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-15T20:33:50.486506] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-15T20:33:50.490241] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-15), and is a dependency of this service.
[2025-12-15T20:33:50.493594] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-15T20:33:50.496901] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-15T20:33:50.500290] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-15T20:33:50.500371] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-15T20:33:53.505475] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-15T20:33:53.509474] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-15), and is a dependency of this service.
[2025-12-15T20:33:53.513126] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-15T20:33:53.516895] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-15T20:33:53.520729] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-15T20:33:53.520843] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-15T20:33:56.526114] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-15T20:33:56.529915] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-15), and is a dependency of this service.
[2025-12-15T20:33:56.533552] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-15T20:33:56.537475] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-15T20:33:56.541082] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-15T20:33:56.541151] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-15T20:33:59.546022] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-15T20:33:59.549370] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-15), and is a dependency of this service.
[2025-12-15T20:33:59.552791] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-15T20:33:59.556036] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-15T20:33:59.559310] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-15T20:33:59.559404] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-15T20:34:02.564731] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-15T20:34:02.569180] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-15), and is a dependency of this service.
[2025-12-15T20:34:02.574186] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-15T20:34:02.579248] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-15T20:34:02.584149] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-15T20:34:02.584272] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-15T20:34:05.589368] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-15T20:34:05.592816] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-15), and is a dependency of this service.
[2025-12-15T20:34:05.596679] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-15T20:34:05.600381] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-15T20:34:05.604007] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-15T20:34:05.604083] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-15T20:34:08.609176] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-15T20:34:08.613057] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-15), and is a dependency of this service.
[2025-12-15T20:34:08.616742] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-15T20:34:08.620356] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-15T20:34:08.624711] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-15T20:34:08.624843] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-15T20:34:11.631030] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-15T20:34:11.635415] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-15), and is a dependency of this service.
[2025-12-15T20:34:11.638838] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-15T20:34:11.643594] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-15T20:34:11.648273] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-15T20:34:11.648397] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-15T20:34:14.653555] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-15T20:34:14.656875] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-15), and is a dependency of this service.
[2025-12-15T20:34:14.660391] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-15T20:34:14.663620] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-15T20:34:14.666874] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-15T20:34:14.666945] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-15T20:34:17.671628] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-15T20:34:17.675004] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-15), and is a dependency of this service.
[2025-12-15T20:34:17.678278] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-15T20:34:17.681600] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-15T20:34:17.685039] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-15T20:34:17.685106] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-15T20:34:20.690099] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-15T20:34:20.693758] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-15), and is a dependency of this service.
[2025-12-15T20:34:20.697132] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-15T20:34:20.700754] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-15T20:34:20.704082] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-15T20:34:20.704162] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-15T20:34:23.710545] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-15T20:34:23.715229] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-15), and is a dependency of this service.
[2025-12-15T20:34:23.720817] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-15T20:34:23.726246] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-15T20:34:23.731051] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-15T20:34:23.731176] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-15T20:34:26.735879] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-15T20:34:26.739673] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-15), and is a dependency of this service.
[2025-12-15T20:34:26.743277] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-15T20:34:26.746745] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-15T20:34:26.750139] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-15T20:34:26.750217] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-15T20:34:29.755087] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-15T20:34:29.758848] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-15), and is a dependency of this service.
[2025-12-15T20:34:29.762684] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-15T20:34:29.766243] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-15T20:34:29.769876] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-15T20:34:29.769957] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-15T20:34:32.775115] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-15T20:34:32.778925] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-15), and is a dependency of this service.
[2025-12-15T20:34:32.782907] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-15T20:34:32.786546] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-15T20:34:32.790046] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-15T20:34:32.790123] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-15T20:34:35.795693] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-15T20:34:35.800540] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-15), and is a dependency of this service.
[2025-12-15T20:34:35.805743] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-15T20:34:35.810941] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-15T20:34:35.816126] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-15T20:34:35.816223] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-15T20:34:38.822105] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-15T20:34:38.826081] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-15), and is a dependency of this service.
[2025-12-15T20:34:38.829824] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-15T20:34:38.833455] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-15T20:34:38.837040] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-15T20:34:38.837143] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-15T20:34:41.842090] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-15T20:34:41.845734] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-15), and is a dependency of this service.
[2025-12-15T20:34:41.849790] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-15T20:34:41.853854] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-15T20:34:41.857496] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-15T20:34:41.857599] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-15T20:34:44.863795] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-15T20:34:44.867859] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-15), and is a dependency of this service.
[2025-12-15T20:34:44.871227] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-15T20:34:44.874785] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-15T20:34:44.880004] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-15T20:34:44.880108] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-15T20:34:47.884787] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-15T20:34:47.888913] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-15), and is a dependency of this service.
[2025-12-15T20:34:47.893120] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-15T20:34:47.896718] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-15T20:34:47.900204] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-15T20:34:47.900304] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-15T20:34:50.905635] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-15T20:34:50.909235] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-15), and is a dependency of this service.
[2025-12-15T20:34:50.912551] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-15T20:34:50.915842] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-15T20:34:50.919879] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-15T20:34:50.920001] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-15T20:34:53.924591] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-15T20:34:53.927854] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-15), and is a dependency of this service.
[2025-12-15T20:34:53.931016] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-15T20:34:53.934222] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-15T20:34:53.937326] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-15T20:34:53.937396] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-15T20:34:56.943998] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-15T20:34:56.948819] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-15), and is a dependency of this service.
[2025-12-15T20:34:56.952924] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-15T20:34:56.956264] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-15T20:34:56.960222] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-15T20:34:56.960302] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-15T20:34:59.965116] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-15T20:34:59.969160] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-15), and is a dependency of this service.
[2025-12-15T20:34:59.972712] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-15T20:34:59.976006] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-15T20:34:59.979255] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-15T20:34:59.979327] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-15T20:35:02.984212] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-15T20:35:02.988309] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-15), and is a dependency of this service.
[2025-12-15T20:35:02.993138] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-15T20:35:02.997989] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-15T20:35:03.003071] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-15T20:35:03.003190] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-15T20:35:06.008101] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-15T20:35:06.011693] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-15), and is a dependency of this service.
[2025-12-15T20:35:06.078294] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-15T20:35:06.147499] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-15T20:35:06.215711] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-15T20:35:06.215844] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-15T20:35:09.222027] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-15T20:35:09.226412] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-15), and is a dependency of this service.
[2025-12-15T20:35:09.230453] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-15T20:35:09.235389] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-15T20:35:09.239264] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-15T20:35:09.239336] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-15T20:35:12.247350] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-15T20:35:12.261596] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-15), and is a dependency of this service.
[2025-12-15T20:35:12.269543] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-15T20:35:12.276912] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-15T20:35:12.283188] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-15T20:35:12.283333] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-15T20:35:15.288341] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-15T20:35:15.292207] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-15), and is a dependency of this service.
[2025-12-15T20:35:15.295720] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-15T20:35:15.299125] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-15T20:35:15.302471] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-15T20:35:15.302556] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-15T20:35:18.308152] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-15T20:35:18.311748] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-15), and is a dependency of this service.
[2025-12-15T20:35:18.315477] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-15T20:35:18.319084] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-15T20:35:18.323205] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-15T20:35:18.323286] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-15T20:35:21.327999] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-15T20:35:21.331813] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-15), and is a dependency of this service.
[2025-12-15T20:35:21.335424] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-15T20:35:21.339070] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-15T20:35:21.342648] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-15T20:35:21.342737] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-15T20:35:24.347369] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-15T20:35:24.351192] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-15), and is a dependency of this service.
[2025-12-15T20:35:24.354960] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-15T20:35:24.358604] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-15T20:35:24.362421] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-15T20:35:24.362522] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-15T20:35:27.367486] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-15T20:35:27.371843] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-15), and is a dependency of this service.
[2025-12-15T20:35:27.376055] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-15T20:35:27.380348] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-15T20:35:27.385100] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-15T20:35:27.385231] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-15T20:35:30.389999] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-15T20:35:30.393467] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-15), and is a dependency of this service.
[2025-12-15T20:35:30.396937] [WARN ] [sig-status] Service 'sig' is not running.
[2025-12-15T20:35:30.400286] [WARN ] [sig-status] Service 'sig' is not running, has completed successfully since the last trading day (2025-12-15), and is a dependency of this service.
[2025-12-15T20:35:30.403565] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-15T20:35:30.406814] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-15T20:35:30.407103] [WARN ] [STATE     ] State set to: RUNNING
[2025-12-15T20:35:30.407192] [INFO ] [MODE      ] Using multithreaded
[2025-12-15T20:35:30.407246] [DEBUG] [REMOTE    ] Fetching available forecast dates from 'https://sig.silogroup.org/forecasts/full'.
[2025-12-15T20:35:30.412418] [DEBUG] [REMOTE    ] Found 45 available forecast dates.
[2025-12-15T20:35:30.412637] [DEBUG] [REMOTE    ] Fetching signal forecasts from 'https://sig.silogroup.org/forecasts/full/2025-12-16.txt'.
[2025-12-15T20:35:30.419031] [DEBUG] [REMOTE    ] Fetched 3591 signal forecasts for 2025-12-16.
[2025-12-15T20:35:30.450125] [INFO ] [main      ] Starting parallel forecast configuration with 4 worker processes for 0 symbols
[2025-12-15T20:35:30.451313] [INFO ] [main      ] Parallel configuration completed in 0.0s. Processed 0 symbols.
[2025-12-15T20:35:30.451392] [INFO ] [main      ] Configuration success rate: 0.0% (0/0 symbols)
[2025-12-15T20:35:31.191511] [DEBUG] [EMAIL     ] Email sent to 'chris.punches@silogroup.org' with subject: 'COMPLETE_OK: MAG Forecast Configuration Completed (0/0 @ 0.00%)'
[2025-12-15T20:35:31.201369] [INFO ] [MODE      ] Using multithreaded
[2025-12-15T20:35:31.201526] [INFO ] [main      ] Fetching signal forecasts...
[2025-12-15T20:35:31.201636] [DEBUG] [REMOTE    ] Fetching available forecast dates from 'https://sig.silogroup.org/forecasts/full'.
[2025-12-15T20:35:31.209801] [DEBUG] [REMOTE    ] Found 45 available forecast dates.
[2025-12-15T20:35:31.210113] [INFO ] [main      ] Found available forecast date (2025-12-16).
[2025-12-15T20:35:31.210224] [DEBUG] [REMOTE    ] Fetching signal forecasts from 'https://sig.silogroup.org/forecasts/full/2025-12-16.txt'.
[2025-12-15T20:35:31.219754] [DEBUG] [REMOTE    ] Fetched 3591 signal forecasts for 2025-12-16.
[2025-12-15T20:35:31.220061] [INFO ] [main      ] Fetched 3591 forecasts.
[2025-12-15T20:35:31.220475] [INFO ] [main      ] Found 429 high-confidence bullish forecasts (>= 90.0%).
[2025-12-15T20:35:31.220590] [INFO ] [main      ] Starting parallel forecast generation with 4 worker processes for 429 symbols
[2025-12-15T20:35:31.254911] [INFO ] [main      ] Fetching symbol history for SEDG...
[2025-12-15T20:35:31.254997] [INFO ] [main      ] Fetching symbol history for CCK...
[2025-12-15T20:35:31.254948] [INFO ] [main      ] Fetching symbol history for PCN...
[2025-12-15T20:35:31.255275] [DEBUG] [REMOTE    ] SEDG: Fetching historical data.
[2025-12-15T20:35:31.255298] [DEBUG] [REMOTE    ] CCK: Fetching historical data.
[2025-12-15T20:35:31.255310] [DEBUG] [REMOTE    ] PCN: Fetching historical data.
[2025-12-15T20:35:31.255808] [INFO ] [main      ] Fetching symbol history for TSQ...
[2025-12-15T20:35:31.256077] [DEBUG] [REMOTE    ] TSQ: Fetching historical data.
[2025-12-15T20:35:31.279784] [DEBUG] [REMOTE    ] CCK: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:31.280286] [DEBUG] [REMOTE    ] PCN: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:31.280922] [DEBUG] [LOCAL     ] Loaded configuration for CCK: 5 features, N/A% accuracy
[2025-12-15T20:35:31.280990] [INFO ] [LOCAL     ] CCK: Loaded 5 optimal features with 58.19% confidence from JSON config
[2025-12-15T20:35:31.280980] [DEBUG] [LOCAL     ] Loaded configuration for PCN: 4 features, N/A% accuracy
[2025-12-15T20:35:31.281029] [DEBUG] [MAG       ] Building data for symbol: CCK with lookback: 0
[2025-12-15T20:35:31.281034] [INFO ] [LOCAL     ] PCN: Loaded 4 optimal features with 56.27% confidence from JSON config
[2025-12-15T20:35:31.281069] [DEBUG] [MAG       ] Building data for symbol: PCN with lookback: 0
[2025-12-15T20:35:31.281628] [DEBUG] [REMOTE    ] SEDG: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:31.282277] [DEBUG] [REMOTE    ] TSQ: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:31.283057] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-15T20:35:31.283084] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-15T20:35:31.283150] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:35:31.283178] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:35:31.283332] [DEBUG] [LOCAL     ] Loaded configuration for TSQ: 4 features, N/A% accuracy
[2025-12-15T20:35:31.283406] [INFO ] [LOCAL     ] TSQ: Loaded 4 optimal features with 55.88% confidence from JSON config
[2025-12-15T20:35:31.283457] [DEBUG] [MAG       ] Building data for symbol: TSQ with lookback: 0
[2025-12-15T20:35:31.283601] [DEBUG] [LOCAL     ] Loaded configuration for SEDG: 1 features, N/A% accuracy
[2025-12-15T20:35:31.283671] [INFO ] [LOCAL     ] SEDG: Loaded 1 optimal features with 37.78% confidence from JSON config
[2025-12-15T20:35:31.283710] [DEBUG] [MAG       ] Building data for symbol: SEDG with lookback: 0
[2025-12-15T20:35:31.285264] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-15T20:35:31.285354] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:35:31.285515] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-15T20:35:31.285607] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:35:31.289839] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:35:31.289885] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-15T20:35:31.292045] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-15T20:35:31.292086] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:31.292236] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:35:31.292501] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-15T20:35:31.293100] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-15T20:35:31.294017] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:31.296605] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-15T20:35:31.298315] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-15T20:35:31.299051] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:31.332171] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-15T20:35:31.333721] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-15T20:35:31.336637] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:31.630821] [DEBUG] [MAG       ] PCN: Last date is validated at 2025-12-15
[2025-12-15T20:35:31.640635] [DEBUG] [MAG       ] SEDG: Last date is validated at 2025-12-15
[2025-12-15T20:35:31.658204] [DEBUG] [MAG       ] TSQ: Last date is validated at 2025-12-15
[2025-12-15T20:35:31.670683] [DEBUG] [MAG       ] CCK: Last date is validated at 2025-12-15
[2025-12-15T20:35:31.796211] [DEBUG] [MAG       ] PCN: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:31.809190] [DEBUG] [MAG       ] SEDG: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:31.834344] [DEBUG] [MAG       ] TSQ: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:31.837377] [DEBUG] [MAG       ] CCK: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:31.866970] [INFO ] [LOCAL     ] PCN: Saved forecast.
[2025-12-15T20:35:31.867056] [INFO ] [main      ] PCN: Signal=1 (Conf=100.0%), Magnitude=0.54% (Conf=56.2675%)
[2025-12-15T20:35:31.867328] [INFO ] [main      ] Fetching symbol history for PMAX...
[2025-12-15T20:35:31.867379] [DEBUG] [REMOTE    ] PMAX: Fetching historical data.
[2025-12-15T20:35:31.868781] [INFO ] [main      ] Progress: 1/429 forecasts completed (0.2%). PCN finished in 0.6s. ETA: 4m 37s. Rate: 92.58 forecasts/min
[2025-12-15T20:35:31.878298] [DEBUG] [REMOTE    ] PMAX: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:31.879495] [DEBUG] [LOCAL     ] Loaded configuration for PMAX: 6 features, N/A% accuracy
[2025-12-15T20:35:31.879548] [INFO ] [LOCAL     ] PMAX: Loaded 6 optimal features with 47.90% confidence from JSON config
[2025-12-15T20:35:31.879614] [DEBUG] [MAG       ] Building data for symbol: PMAX with lookback: 0
[2025-12-15T20:35:31.880441] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-15T20:35:31.880502] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:35:31.885326] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:35:31.887172] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:35:31.887749] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:35:31.888174] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-15T20:35:31.888919] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-15T20:35:31.889927] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:31.912380] [INFO ] [LOCAL     ] SEDG: Saved forecast.
[2025-12-15T20:35:31.912456] [INFO ] [main      ] SEDG: Signal=1 (Conf=100.0%), Magnitude=-2.34% (Conf=37.7786%)
[2025-12-15T20:35:31.912930] [INFO ] [main      ] Fetching symbol history for STEM...
[2025-12-15T20:35:31.912984] [DEBUG] [REMOTE    ] STEM: Fetching historical data.
[2025-12-15T20:35:31.913678] [INFO ] [main      ] Progress: 2/429 forecasts completed (0.5%). SEDG finished in 0.7s. ETA: 2m 28s. Rate: 173.16 forecasts/min
[2025-12-15T20:35:31.915714] [INFO ] [LOCAL     ] TSQ: Saved forecast.
[2025-12-15T20:35:31.915782] [INFO ] [main      ] TSQ: Signal=1 (Conf=100.0%), Magnitude=-3.68% (Conf=55.8827%)
[2025-12-15T20:35:31.916330] [INFO ] [main      ] Fetching symbol history for TS...
[2025-12-15T20:35:31.916234] [INFO ] [main      ] Progress: 3/429 forecasts completed (0.7%). TSQ finished in 0.7s. ETA: 1m 39s. Rate: 258.78 forecasts/min
[2025-12-15T20:35:31.916382] [DEBUG] [REMOTE    ] TS: Fetching historical data.
[2025-12-15T20:35:31.924340] [DEBUG] [REMOTE    ] STEM: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:31.925365] [DEBUG] [LOCAL     ] Loaded configuration for STEM: 5 features, N/A% accuracy
[2025-12-15T20:35:31.925422] [INFO ] [LOCAL     ] STEM: Loaded 5 optimal features with 59.84% confidence from JSON config
[2025-12-15T20:35:31.925453] [DEBUG] [MAG       ] Building data for symbol: STEM with lookback: 0
[2025-12-15T20:35:31.926255] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-15T20:35:31.926330] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:35:31.927486] [DEBUG] [REMOTE    ] TS: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:31.928977] [DEBUG] [LOCAL     ] Loaded configuration for TS: 1 features, N/A% accuracy
[2025-12-15T20:35:31.929060] [INFO ] [LOCAL     ] TS: Loaded 1 optimal features with 63.90% confidence from JSON config
[2025-12-15T20:35:31.929093] [DEBUG] [MAG       ] Building data for symbol: TS with lookback: 0
[2025-12-15T20:35:31.929920] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-15T20:35:31.929979] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:35:31.931262] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-15T20:35:31.932151] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-15T20:35:31.933253] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-15T20:35:31.935065] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-15T20:35:31.935203] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:31.935806] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:31.949320] [INFO ] [LOCAL     ] CCK: Saved forecast.
[2025-12-15T20:35:31.949393] [INFO ] [main      ] CCK: Signal=1 (Conf=100.0%), Magnitude=3.32% (Conf=58.1949%)
[2025-12-15T20:35:31.949812] [INFO ] [main      ] Fetching symbol history for PAX...
[2025-12-15T20:35:31.949867] [DEBUG] [REMOTE    ] PAX: Fetching historical data.
[2025-12-15T20:35:31.951657] [INFO ] [main      ] Progress: 4/429 forecasts completed (0.9%). CCK finished in 0.7s. ETA: 1m 18s. Rate: 328.32 forecasts/min
[2025-12-15T20:35:31.960488] [DEBUG] [REMOTE    ] PAX: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:31.961513] [DEBUG] [LOCAL     ] Loaded configuration for PAX: 3 features, N/A% accuracy
[2025-12-15T20:35:31.961565] [INFO ] [LOCAL     ] PAX: Loaded 3 optimal features with 45.10% confidence from JSON config
[2025-12-15T20:35:31.961623] [DEBUG] [MAG       ] Building data for symbol: PAX with lookback: 0
[2025-12-15T20:35:31.962383] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-15T20:35:31.962442] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:35:31.967137] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-15T20:35:31.967839] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-15T20:35:31.970168] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:32.228204] [DEBUG] [MAG       ] PMAX: Last date is validated at 2025-12-15
[2025-12-15T20:35:32.273041] [DEBUG] [MAG       ] STEM: Last date is validated at 2025-12-15
[2025-12-15T20:35:32.282030] [DEBUG] [MAG       ] TS: Last date is validated at 2025-12-15
[2025-12-15T20:35:32.301245] [DEBUG] [MAG       ] PAX: Last date is validated at 2025-12-15
[2025-12-15T20:35:32.396046] [DEBUG] [MAG       ] PMAX: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:32.440170] [DEBUG] [MAG       ] STEM: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:32.448207] [DEBUG] [MAG       ] TS: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:32.465429] [DEBUG] [MAG       ] PAX: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:32.483905] [INFO ] [LOCAL     ] PMAX: Saved forecast.
[2025-12-15T20:35:32.483975] [INFO ] [main      ] PMAX: Signal=1 (Conf=100.0%), Magnitude=-11.23% (Conf=47.8997%)
[2025-12-15T20:35:32.484329] [INFO ] [main      ] Fetching symbol history for TFII...
[2025-12-15T20:35:32.484380] [DEBUG] [REMOTE    ] TFII: Fetching historical data.
[2025-12-15T20:35:32.484381] [INFO ] [main      ] Progress: 5/429 forecasts completed (1.2%). PMAX finished in 0.6s. ETA: 1m 47s. Rate: 237.40 forecasts/min
[2025-12-15T20:35:32.494907] [DEBUG] [REMOTE    ] TFII: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:32.496038] [DEBUG] [LOCAL     ] Loaded configuration for TFII: 11 features, N/A% accuracy
[2025-12-15T20:35:32.496137] [INFO ] [LOCAL     ] TFII: Loaded 11 optimal features with 54.73% confidence from JSON config
[2025-12-15T20:35:32.496172] [DEBUG] [MAG       ] Building data for symbol: TFII with lookback: 0
[2025-12-15T20:35:32.496932] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-12-15T20:35:32.496996] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:35:32.498854] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:35:32.499387] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:35:32.499847] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-15T20:35:32.534973] [INFO ] [LOCAL     ] PAX: Saved forecast.
[2025-12-15T20:35:32.535043] [INFO ] [main      ] PAX: Signal=1 (Conf=100.0%), Magnitude=0.61% (Conf=45.1008%)
[2025-12-15T20:35:32.535473] [INFO ] [main      ] Fetching symbol history for DSX...
[2025-12-15T20:35:32.535524] [DEBUG] [REMOTE    ] DSX: Fetching historical data.
[2025-12-15T20:35:32.535508] [INFO ] [main      ] Progress: 6/429 forecasts completed (1.4%). PAX finished in 0.6s. ETA: 1m 33s. Rate: 273.80 forecasts/min
[2025-12-15T20:35:32.542247] [INFO ] [LOCAL     ] TS: Saved forecast.
[2025-12-15T20:35:32.542318] [INFO ] [main      ] TS: Signal=1 (Conf=100.0%), Magnitude=0.81% (Conf=63.9039%)
[2025-12-15T20:35:32.542730] [INFO ] [main      ] Fetching symbol history for PSCH...
[2025-12-15T20:35:32.542794] [DEBUG] [REMOTE    ] PSCH: Fetching historical data.
[2025-12-15T20:35:32.543690] [INFO ] [main      ] Progress: 7/429 forecasts completed (1.6%). TS finished in 0.6s. ETA: 1m 20s. Rate: 317.45 forecasts/min
[2025-12-15T20:35:32.546618] [DEBUG] [REMOTE    ] DSX: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:32.547462] [DEBUG] [LOCAL     ] Loaded configuration for DSX: 4 features, N/A% accuracy
[2025-12-15T20:35:32.547511] [INFO ] [LOCAL     ] DSX: Loaded 4 optimal features with 25.65% confidence from JSON config
[2025-12-15T20:35:32.547542] [DEBUG] [MAG       ] Building data for symbol: DSX with lookback: 0
[2025-12-15T20:35:32.548308] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-15T20:35:32.548331] [INFO ] [LOCAL     ] STEM: Saved forecast.
[2025-12-15T20:35:32.548367] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:35:32.548398] [INFO ] [main      ] STEM: Signal=1 (Conf=100.0%), Magnitude=-15.98% (Conf=59.8362%)
[2025-12-15T20:35:32.548798] [INFO ] [main      ] Fetching symbol history for BFK...
[2025-12-15T20:35:32.548849] [DEBUG] [REMOTE    ] BFK: Fetching historical data.
[2025-12-15T20:35:32.549742] [INFO ] [main      ] Progress: 8/429 forecasts completed (1.9%). STEM finished in 0.6s. ETA: 1m 10s. Rate: 361.15 forecasts/min
[2025-12-15T20:35:32.550249] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:35:32.550866] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:35:32.551342] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-15T20:35:32.552259] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:32.554759] [DEBUG] [REMOTE    ] PSCH: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:32.556192] [DEBUG] [LOCAL     ] Loaded configuration for PSCH: 0 features, N/A% accuracy
[2025-12-15T20:35:32.556247] [INFO ] [LOCAL     ] PSCH: Loaded 0 optimal features with 64.82% confidence from JSON config
[2025-12-15T20:35:32.556279] [DEBUG] [MAG       ] Building data for symbol: PSCH with lookback: 0
[2025-12-15T20:35:32.557151] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-15T20:35:32.560103] [DEBUG] [REMOTE    ] BFK: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:32.560847] [DEBUG] [LOCAL     ] Loaded configuration for BFK: 3 features, N/A% accuracy
[2025-12-15T20:35:32.560899] [INFO ] [LOCAL     ] BFK: Loaded 3 optimal features with 46.11% confidence from JSON config
[2025-12-15T20:35:32.560955] [DEBUG] [MAG       ] Building data for symbol: BFK with lookback: 0
[2025-12-15T20:35:32.561779] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-15T20:35:32.561837] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-15T20:35:32.562762] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-15T20:35:32.564364] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-15T20:35:32.565135] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:32.610541] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-15T20:35:32.611641] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-15T20:35:32.612354] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-15T20:35:32.630522] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-15T20:35:32.631817] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-15T20:35:32.633530] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-15T20:35:32.634595] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-15T20:35:32.635275] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:32.885154] [DEBUG] [MAG       ] DSX: Last date is validated at 2025-12-15
[2025-12-15T20:35:32.899469] [DEBUG] [MAG       ] BFK: Last date is validated at 2025-12-15
[2025-12-15T20:35:32.914497] [DEBUG] [MAG       ] PSCH: Last date is validated at 2025-12-15
[2025-12-15T20:35:32.971678] [DEBUG] [MAG       ] TFII: Last date is validated at 2025-12-15
[2025-12-15T20:35:33.052284] [DEBUG] [MAG       ] DSX: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:33.068878] [DEBUG] [MAG       ] BFK: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:33.100866] [DEBUG] [MAG       ] PSCH: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:33.106077] [INFO ] [LOCAL     ] DSX: Saved forecast.
[2025-12-15T20:35:33.106143] [INFO ] [main      ] DSX: Signal=1 (Conf=100.0%), Magnitude=0.00% (Conf=25.6488%)
[2025-12-15T20:35:33.106530] [INFO ] [main      ] Fetching symbol history for XYL...
[2025-12-15T20:35:33.106597] [DEBUG] [REMOTE    ] XYL: Fetching historical data.
[2025-12-15T20:35:33.107478] [INFO ] [main      ] Progress: 9/429 forecasts completed (2.1%). DSX finished in 0.6s. ETA: 1m 28s. Rate: 286.20 forecasts/min
[2025-12-15T20:35:33.117686] [DEBUG] [REMOTE    ] XYL: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:33.118515] [DEBUG] [LOCAL     ] Loaded configuration for XYL: 6 features, N/A% accuracy
[2025-12-15T20:35:33.118564] [INFO ] [LOCAL     ] XYL: Loaded 6 optimal features with 66.98% confidence from JSON config
[2025-12-15T20:35:33.118616] [DEBUG] [MAG       ] Building data for symbol: XYL with lookback: 0
[2025-12-15T20:35:33.119397] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-15T20:35:33.119466] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:35:33.123944] [INFO ] [LOCAL     ] BFK: Saved forecast.
[2025-12-15T20:35:33.124011] [INFO ] [main      ] BFK: Signal=1 (Conf=100.0%), Magnitude=-0.20% (Conf=46.1078%)
[2025-12-15T20:35:33.124349] [INFO ] [main      ] Progress: 10/429 forecasts completed (2.3%). BFK finished in 0.6s. ETA: 1m 20s. Rate: 315.18 forecasts/min
[2025-12-15T20:35:33.124464] [INFO ] [main      ] Fetching symbol history for IBM...
[2025-12-15T20:35:33.124464] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-15T20:35:33.124506] [DEBUG] [REMOTE    ] IBM: Fetching historical data.
[2025-12-15T20:35:33.125320] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-15T20:35:33.127783] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-15T20:35:33.135135] [DEBUG] [REMOTE    ] IBM: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:33.135435] [DEBUG] [MAG       ] TFII: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:33.136154] [DEBUG] [LOCAL     ] Loaded configuration for IBM: 3 features, N/A% accuracy
[2025-12-15T20:35:33.136209] [INFO ] [LOCAL     ] IBM: Loaded 3 optimal features with 72.49% confidence from JSON config
[2025-12-15T20:35:33.136240] [DEBUG] [MAG       ] Building data for symbol: IBM with lookback: 0
[2025-12-15T20:35:33.137048] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-15T20:35:33.137107] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-15T20:35:33.137840] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-15T20:35:33.138729] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-15T20:35:33.140451] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:33.167353] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-15T20:35:33.168481] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-15T20:35:33.169569] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:33.173217] [INFO ] [LOCAL     ] PSCH: Saved forecast.
[2025-12-15T20:35:33.173284] [INFO ] [main      ] PSCH: Signal=1 (Conf=100.0%), Magnitude=-0.15% (Conf=64.8248%)
[2025-12-15T20:35:33.173675] [INFO ] [main      ] Fetching symbol history for RAIL...
[2025-12-15T20:35:33.173726] [DEBUG] [REMOTE    ] RAIL: Fetching historical data.
[2025-12-15T20:35:33.174647] [INFO ] [main      ] Progress: 11/429 forecasts completed (2.6%). PSCH finished in 0.6s. ETA: 1m 14s. Rate: 337.77 forecasts/min
[2025-12-15T20:35:33.186013] [DEBUG] [REMOTE    ] RAIL: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:33.186724] [DEBUG] [LOCAL     ] Loaded configuration for RAIL: 1 features, N/A% accuracy
[2025-12-15T20:35:33.186774] [INFO ] [LOCAL     ] RAIL: Loaded 1 optimal features with 49.20% confidence from JSON config
[2025-12-15T20:35:33.186805] [DEBUG] [MAG       ] Building data for symbol: RAIL with lookback: 0
[2025-12-15T20:35:33.187562] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-15T20:35:33.187641] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-15T20:35:33.192260] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:33.262759] [INFO ] [LOCAL     ] TFII: Saved forecast.
[2025-12-15T20:35:33.262826] [INFO ] [main      ] TFII: Signal=1 (Conf=100.0%), Magnitude=1.67% (Conf=54.7349%)
[2025-12-15T20:35:33.263189] [INFO ] [main      ] Fetching symbol history for VLO...
[2025-12-15T20:35:33.263240] [DEBUG] [REMOTE    ] VLO: Fetching historical data.
[2025-12-15T20:35:33.263662] [INFO ] [main      ] Progress: 12/429 forecasts completed (2.8%). TFII finished in 0.8s. ETA: 1m 11s. Rate: 352.42 forecasts/min
[2025-12-15T20:35:33.274405] [DEBUG] [REMOTE    ] VLO: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:33.275514] [DEBUG] [LOCAL     ] Loaded configuration for VLO: 4 features, N/A% accuracy
[2025-12-15T20:35:33.275567] [INFO ] [LOCAL     ] VLO: Loaded 4 optimal features with 52.81% confidence from JSON config
[2025-12-15T20:35:33.275624] [DEBUG] [MAG       ] Building data for symbol: VLO with lookback: 0
[2025-12-15T20:35:33.276398] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-15T20:35:33.276459] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:35:33.278259] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:35:33.278777] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:35:33.279291] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:35:33.279709] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:33.476050] [DEBUG] [MAG       ] IBM: Last date is validated at 2025-12-15
[2025-12-15T20:35:33.503350] [DEBUG] [MAG       ] XYL: Last date is validated at 2025-12-15
[2025-12-15T20:35:33.534131] [DEBUG] [MAG       ] RAIL: Last date is validated at 2025-12-15
[2025-12-15T20:35:33.633635] [DEBUG] [MAG       ] VLO: Last date is validated at 2025-12-15
[2025-12-15T20:35:33.647515] [DEBUG] [MAG       ] IBM: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:33.681769] [DEBUG] [MAG       ] XYL: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:33.720913] [DEBUG] [MAG       ] RAIL: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:33.793033] [INFO ] [LOCAL     ] IBM: Saved forecast.
[2025-12-15T20:35:33.793110] [INFO ] [main      ] IBM: Signal=1 (Conf=100.0%), Magnitude=0.42% (Conf=72.4875%)
[2025-12-15T20:35:33.793458] [INFO ] [main      ] Fetching symbol history for LPSN...
[2025-12-15T20:35:33.793508] [DEBUG] [REMOTE    ] LPSN: Fetching historical data.
[2025-12-15T20:35:33.794421] [INFO ] [main      ] Progress: 13/429 forecasts completed (3.0%). IBM finished in 0.7s. ETA: 1m 22s. Rate: 303.06 forecasts/min
[2025-12-15T20:35:33.795049] [INFO ] [LOCAL     ] XYL: Saved forecast.
[2025-12-15T20:35:33.795158] [INFO ] [main      ] XYL: Signal=1 (Conf=100.0%), Magnitude=-1.08% (Conf=66.98%)
[2025-12-15T20:35:33.795519] [INFO ] [main      ] Fetching symbol history for SO...
[2025-12-15T20:35:33.795605] [DEBUG] [REMOTE    ] SO: Fetching historical data.
[2025-12-15T20:35:33.795960] [INFO ] [main      ] Progress: 14/429 forecasts completed (3.3%). XYL finished in 0.7s. ETA: 1m 16s. Rate: 326.18 forecasts/min
[2025-12-15T20:35:33.799851] [INFO ] [LOCAL     ] RAIL: Saved forecast.
[2025-12-15T20:35:33.799921] [INFO ] [main      ] RAIL: Signal=1 (Conf=100.0%), Magnitude=7.62% (Conf=49.2043%)
[2025-12-15T20:35:33.800308] [INFO ] [main      ] Fetching symbol history for BAM...
[2025-12-15T20:35:33.800359] [DEBUG] [REMOTE    ] BAM: Fetching historical data.
[2025-12-15T20:35:33.800331] [INFO ] [main      ] Progress: 15/429 forecasts completed (3.5%). RAIL finished in 0.6s. ETA: 1m 11s. Rate: 348.88 forecasts/min
[2025-12-15T20:35:33.806181] [DEBUG] [REMOTE    ] LPSN: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:33.806524] [DEBUG] [MAG       ] VLO: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:33.807055] [DEBUG] [REMOTE    ] SO: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:33.807211] [DEBUG] [LOCAL     ] Loaded configuration for LPSN: 2 features, N/A% accuracy
[2025-12-15T20:35:33.807267] [INFO ] [LOCAL     ] LPSN: Loaded 2 optimal features with 48.89% confidence from JSON config
[2025-12-15T20:35:33.807299] [DEBUG] [MAG       ] Building data for symbol: LPSN with lookback: 0
[2025-12-15T20:35:33.808150] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-15T20:35:33.808190] [DEBUG] [LOCAL     ] Loaded configuration for SO: 2 features, N/A% accuracy
[2025-12-15T20:35:33.808225] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-15T20:35:33.808243] [INFO ] [LOCAL     ] SO: Loaded 2 optimal features with 46.66% confidence from JSON config
[2025-12-15T20:35:33.808274] [DEBUG] [MAG       ] Building data for symbol: SO with lookback: 0
[2025-12-15T20:35:33.808963] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-15T20:35:33.809284] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-15T20:35:33.809346] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-15T20:35:33.809665] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:33.811028] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-15T20:35:33.811859] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:33.812549] [DEBUG] [REMOTE    ] BAM: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:33.813437] [DEBUG] [LOCAL     ] Loaded configuration for BAM: 9 features, N/A% accuracy
[2025-12-15T20:35:33.813491] [INFO ] [LOCAL     ] BAM: Loaded 9 optimal features with 68.32% confidence from JSON config
[2025-12-15T20:35:33.813532] [DEBUG] [MAG       ] Building data for symbol: BAM with lookback: 0
[2025-12-15T20:35:33.814442] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-15T20:35:33.814512] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:35:33.819570] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:35:33.821567] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:35:33.822248] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-15T20:35:33.823089] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-15T20:35:33.823979] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-15T20:35:33.824862] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-15T20:35:33.827738] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-15T20:35:33.828545] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-15T20:35:33.829734] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:33.928663] [INFO ] [LOCAL     ] VLO: Saved forecast.
[2025-12-15T20:35:33.928731] [INFO ] [main      ] VLO: Signal=1 (Conf=100.0%), Magnitude=-2.74% (Conf=52.8113%)
[2025-12-15T20:35:33.929113] [INFO ] [main      ] Fetching symbol history for KBWB...
[2025-12-15T20:35:33.929162] [DEBUG] [REMOTE    ] KBWB: Fetching historical data.
[2025-12-15T20:35:33.929661] [INFO ] [main      ] Progress: 16/429 forecasts completed (3.7%). VLO finished in 0.7s. ETA: 1m 10s. Rate: 354.38 forecasts/min
[2025-12-15T20:35:33.941745] [DEBUG] [REMOTE    ] KBWB: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:33.942821] [DEBUG] [LOCAL     ] Loaded configuration for KBWB: 4 features, N/A% accuracy
[2025-12-15T20:35:33.942874] [INFO ] [LOCAL     ] KBWB: Loaded 4 optimal features with 52.08% confidence from JSON config
[2025-12-15T20:35:33.942928] [DEBUG] [MAG       ] Building data for symbol: KBWB with lookback: 0
[2025-12-15T20:35:33.943721] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-15T20:35:33.943780] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-15T20:35:33.945430] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-15T20:35:33.952087] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-15T20:35:33.953531] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-15T20:35:33.956491] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:34.147671] [DEBUG] [MAG       ] LPSN: Last date is validated at 2025-12-15
[2025-12-15T20:35:34.150747] [DEBUG] [MAG       ] SO: Last date is validated at 2025-12-15
[2025-12-15T20:35:34.179496] [DEBUG] [MAG       ] BAM: Last date is validated at 2025-12-15
[2025-12-15T20:35:34.312617] [DEBUG] [MAG       ] KBWB: Last date is validated at 2025-12-15
[2025-12-15T20:35:34.318050] [DEBUG] [MAG       ] LPSN: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:34.321632] [DEBUG] [MAG       ] SO: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:34.347506] [DEBUG] [MAG       ] BAM: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:34.412608] [INFO ] [LOCAL     ] LPSN: Saved forecast.
[2025-12-15T20:35:34.412675] [INFO ] [main      ] LPSN: Signal=1 (Conf=100.0%), Magnitude=-7.34% (Conf=48.8904%)
[2025-12-15T20:35:34.412832] [INFO ] [main      ] Fetching symbol history for LBTYK...
[2025-12-15T20:35:34.412874] [DEBUG] [REMOTE    ] LBTYK: Fetching historical data.
[2025-12-15T20:35:34.413932] [INFO ] [main      ] Progress: 17/429 forecasts completed (4.0%). LPSN finished in 0.6s. ETA: 1m 17s. Rate: 319.42 forecasts/min
[2025-12-15T20:35:34.414286] [INFO ] [LOCAL     ] SO: Saved forecast.
[2025-12-15T20:35:34.414355] [INFO ] [main      ] SO: Signal=1 (Conf=100.0%), Magnitude=-0.92% (Conf=46.663%)
[2025-12-15T20:35:34.414763] [INFO ] [main      ] Fetching symbol history for EPD...
[2025-12-15T20:35:34.414816] [DEBUG] [REMOTE    ] EPD: Fetching historical data.
[2025-12-15T20:35:34.414789] [INFO ] [main      ] Progress: 18/429 forecasts completed (4.2%). SO finished in 0.6s. ETA: 1m 13s. Rate: 338.12 forecasts/min
[2025-12-15T20:35:34.429605] [DEBUG] [REMOTE    ] EPD: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:34.430324] [DEBUG] [REMOTE    ] LBTYK: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:34.431021] [DEBUG] [LOCAL     ] Loaded configuration for EPD: 7 features, N/A% accuracy
[2025-12-15T20:35:34.431132] [INFO ] [LOCAL     ] EPD: Loaded 7 optimal features with 44.18% confidence from JSON config
[2025-12-15T20:35:34.431170] [DEBUG] [MAG       ] Building data for symbol: EPD with lookback: 0
[2025-12-15T20:35:34.432241] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-15T20:35:34.432316] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:35:34.433619] [DEBUG] [LOCAL     ] Loaded configuration for LBTYK: 8 features, N/A% accuracy
[2025-12-15T20:35:34.433674] [INFO ] [LOCAL     ] LBTYK: Loaded 8 optimal features with 57.61% confidence from JSON config
[2025-12-15T20:35:34.433706] [DEBUG] [MAG       ] Building data for symbol: LBTYK with lookback: 0
[2025-12-15T20:35:34.434510] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-15T20:35:34.434591] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:35:34.437059] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:35:34.437618] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:35:34.438037] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-15T20:35:34.438813] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-15T20:35:34.439779] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-15T20:35:34.441238] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:35:34.442706] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-15T20:35:34.443326] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:35:34.443392] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:34.443943] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:35:34.444428] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-15T20:35:34.445350] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-15T20:35:34.448116] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-15T20:35:34.448865] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-15T20:35:34.450497] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:34.452291] [INFO ] [LOCAL     ] BAM: Saved forecast.
[2025-12-15T20:35:34.452356] [INFO ] [main      ] BAM: Signal=1 (Conf=100.0%), Magnitude=-1.72% (Conf=68.3196%)
[2025-12-15T20:35:34.452746] [INFO ] [main      ] Progress: 19/429 forecasts completed (4.4%). BAM finished in 0.7s. ETA: 1m 10s. Rate: 352.71 forecasts/min
[2025-12-15T20:35:34.452918] [INFO ] [main      ] Fetching symbol history for BSMS...
[2025-12-15T20:35:34.452972] [DEBUG] [REMOTE    ] BSMS: Fetching historical data.
[2025-12-15T20:35:34.463895] [DEBUG] [REMOTE    ] BSMS: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:34.465207] [DEBUG] [LOCAL     ] Loaded configuration for BSMS: 16 features, N/A% accuracy
[2025-12-15T20:35:34.465258] [INFO ] [LOCAL     ] BSMS: Loaded 16 optimal features with 31.04% confidence from JSON config
[2025-12-15T20:35:34.465288] [DEBUG] [MAG       ] Building data for symbol: BSMS with lookback: 0
[2025-12-15T20:35:34.466086] [DEBUG] [FEATURES  ] DataBuilder: Executing 16 feature methods.
[2025-12-15T20:35:34.466153] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:35:34.471015] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:35:34.472801] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:35:34.473314] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:35:34.473776] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:35:34.474268] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-15T20:35:34.475042] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-15T20:35:34.475896] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-15T20:35:34.478347] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-15T20:35:34.482856] [DEBUG] [MAG       ] KBWB: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:34.581637] [INFO ] [LOCAL     ] KBWB: Saved forecast.
[2025-12-15T20:35:34.581705] [INFO ] [main      ] KBWB: Signal=1 (Conf=100.0%), Magnitude=-0.14% (Conf=52.0759%)
[2025-12-15T20:35:34.582062] [INFO ] [main      ] Fetching symbol history for FWRD...
[2025-12-15T20:35:34.582113] [DEBUG] [REMOTE    ] FWRD: Fetching historical data.
[2025-12-15T20:35:34.583675] [INFO ] [main      ] Progress: 20/429 forecasts completed (4.7%). KBWB finished in 0.7s. ETA: 1m 9s. Rate: 356.82 forecasts/min
[2025-12-15T20:35:34.594645] [DEBUG] [REMOTE    ] FWRD: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:34.595701] [DEBUG] [LOCAL     ] Loaded configuration for FWRD: 3 features, N/A% accuracy
[2025-12-15T20:35:34.595755] [INFO ] [LOCAL     ] FWRD: Loaded 3 optimal features with 51.30% confidence from JSON config
[2025-12-15T20:35:34.595786] [DEBUG] [MAG       ] Building data for symbol: FWRD with lookback: 0
[2025-12-15T20:35:34.596599] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-15T20:35:34.596659] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-15T20:35:34.597415] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-15T20:35:34.599841] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:35:34.601642] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:34.602728] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-15T20:35:34.604624] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-15T20:35:34.645426] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-15T20:35:34.646641] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-15T20:35:34.691136] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-15T20:35:34.692250] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-15T20:35:34.694427] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-15T20:35:34.697053] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:34.782885] [DEBUG] [MAG       ] EPD: Last date is validated at 2025-12-15
[2025-12-15T20:35:34.826700] [DEBUG] [MAG       ] LBTYK: Last date is validated at 2025-12-15
[2025-12-15T20:35:34.944211] [DEBUG] [MAG       ] FWRD: Last date is validated at 2025-12-15
[2025-12-15T20:35:34.954625] [DEBUG] [MAG       ] EPD: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:34.995343] [DEBUG] [MAG       ] LBTYK: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:35.028963] [INFO ] [LOCAL     ] EPD: Saved forecast.
[2025-12-15T20:35:35.029069] [INFO ] [main      ] EPD: Signal=1 (Conf=100.0%), Magnitude=-0.31% (Conf=44.1762%)
[2025-12-15T20:35:35.029439] [INFO ] [main      ] Fetching symbol history for AZN...
[2025-12-15T20:35:35.029489] [DEBUG] [REMOTE    ] AZN: Fetching historical data.
[2025-12-15T20:35:35.029675] [INFO ] [main      ] Progress: 21/429 forecasts completed (4.9%). EPD finished in 0.6s. ETA: 1m 14s. Rate: 330.79 forecasts/min
[2025-12-15T20:35:35.040495] [DEBUG] [REMOTE    ] AZN: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:35.041384] [DEBUG] [LOCAL     ] Loaded configuration for AZN: 7 features, N/A% accuracy
[2025-12-15T20:35:35.041441] [INFO ] [LOCAL     ] AZN: Loaded 7 optimal features with 48.60% confidence from JSON config
[2025-12-15T20:35:35.041472] [DEBUG] [MAG       ] Building data for symbol: AZN with lookback: 0
[2025-12-15T20:35:35.041567] [DEBUG] [MAG       ] BSMS: Last date is validated at 2025-12-15
[2025-12-15T20:35:35.042272] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-15T20:35:35.042333] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:35:35.047011] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:35:35.048751] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:35:35.049262] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:35:35.049665] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-15T20:35:35.050370] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-15T20:35:35.051875] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-15T20:35:35.052594] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:35.067334] [INFO ] [LOCAL     ] LBTYK: Saved forecast.
[2025-12-15T20:35:35.067403] [INFO ] [main      ] LBTYK: Signal=1 (Conf=100.0%), Magnitude=1.67% (Conf=57.6102%)
[2025-12-15T20:35:35.067799] [INFO ] [main      ] Progress: 22/429 forecasts completed (5.1%). LBTYK finished in 0.7s. ETA: 1m 11s. Rate: 343.11 forecasts/min
[2025-12-15T20:35:35.067925] [INFO ] [main      ] Fetching symbol history for FCTE...
[2025-12-15T20:35:35.067969] [DEBUG] [REMOTE    ] FCTE: Fetching historical data.
[2025-12-15T20:35:35.079337] [DEBUG] [REMOTE    ] FCTE: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:35.080233] [DEBUG] [LOCAL     ] Loaded configuration for FCTE: 2 features, N/A% accuracy
[2025-12-15T20:35:35.080290] [INFO ] [LOCAL     ] FCTE: Loaded 2 optimal features with 48.32% confidence from JSON config
[2025-12-15T20:35:35.080321] [DEBUG] [MAG       ] Building data for symbol: FCTE with lookback: 0
[2025-12-15T20:35:35.081122] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-15T20:35:35.081182] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:35:35.086247] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-15T20:35:35.088223] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:35.112604] [DEBUG] [MAG       ] FWRD: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:35.204358] [INFO ] [LOCAL     ] FWRD: Saved forecast.
[2025-12-15T20:35:35.204431] [INFO ] [main      ] FWRD: Signal=1 (Conf=100.0%), Magnitude=-2.37% (Conf=51.296%)
[2025-12-15T20:35:35.204897] [INFO ] [main      ] Fetching symbol history for IONS...
[2025-12-15T20:35:35.204949] [DEBUG] [REMOTE    ] IONS: Fetching historical data.
[2025-12-15T20:35:35.205666] [INFO ] [main      ] Progress: 23/429 forecasts completed (5.4%). FWRD finished in 0.6s. ETA: 1m 10s. Rate: 346.30 forecasts/min
[2025-12-15T20:35:35.216003] [DEBUG] [REMOTE    ] IONS: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:35.217032] [DEBUG] [LOCAL     ] Loaded configuration for IONS: 9 features, N/A% accuracy
[2025-12-15T20:35:35.217086] [INFO ] [LOCAL     ] IONS: Loaded 9 optimal features with 53.82% confidence from JSON config
[2025-12-15T20:35:35.217117] [DEBUG] [MAG       ] Building data for symbol: IONS with lookback: 0
[2025-12-15T20:35:35.217181] [DEBUG] [MAG       ] BSMS: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:35.217910] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-15T20:35:35.217974] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:35:35.222670] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:35:35.224401] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:35:35.224882] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:35:35.225265] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-15T20:35:35.225995] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-15T20:35:35.290734] [INFO ] [LOCAL     ] BSMS: Saved forecast.
[2025-12-15T20:35:35.290814] [INFO ] [main      ] BSMS: Signal=1 (Conf=100.0%), Magnitude=0.00% (Conf=31.0434%)
[2025-12-15T20:35:35.291273] [INFO ] [main      ] Fetching symbol history for HLI...
[2025-12-15T20:35:35.291328] [DEBUG] [REMOTE    ] HLI: Fetching historical data.
[2025-12-15T20:35:35.291646] [INFO ] [main      ] Progress: 24/429 forecasts completed (5.6%). BSMS finished in 0.8s. ETA: 1m 9s. Rate: 353.72 forecasts/min
[2025-12-15T20:35:35.303899] [DEBUG] [REMOTE    ] HLI: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:35.304779] [DEBUG] [LOCAL     ] Loaded configuration for HLI: 1 features, N/A% accuracy
[2025-12-15T20:35:35.304835] [INFO ] [LOCAL     ] HLI: Loaded 1 optimal features with 40.20% confidence from JSON config
[2025-12-15T20:35:35.304868] [DEBUG] [MAG       ] Building data for symbol: HLI with lookback: 0
[2025-12-15T20:35:35.305701] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-15T20:35:35.305760] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-15T20:35:35.307135] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:35.338324] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-15T20:35:35.378562] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-15T20:35:35.380012] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-15T20:35:35.381142] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:35.381834] [DEBUG] [MAG       ] AZN: Last date is validated at 2025-12-15
[2025-12-15T20:35:35.420523] [DEBUG] [MAG       ] FCTE: Last date is validated at 2025-12-15
[2025-12-15T20:35:35.543265] [DEBUG] [MAG       ] AZN: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:35.584307] [DEBUG] [MAG       ] FCTE: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:35.640011] [INFO ] [LOCAL     ] AZN: Saved forecast.
[2025-12-15T20:35:35.640085] [INFO ] [main      ] AZN: Signal=1 (Conf=100.0%), Magnitude=0.89% (Conf=48.6001%)
[2025-12-15T20:35:35.640254] [INFO ] [main      ] Fetching symbol history for VTMX...
[2025-12-15T20:35:35.640297] [DEBUG] [REMOTE    ] VTMX: Fetching historical data.
[2025-12-15T20:35:35.640894] [INFO ] [main      ] Progress: 25/429 forecasts completed (5.8%). AZN finished in 0.6s. ETA: 1m 11s. Rate: 339.35 forecasts/min
[2025-12-15T20:35:35.648474] [INFO ] [LOCAL     ] FCTE: Saved forecast.
[2025-12-15T20:35:35.648536] [INFO ] [main      ] FCTE: Signal=1 (Conf=100.0%), Magnitude=-0.40% (Conf=48.3171%)
[2025-12-15T20:35:35.648910] [INFO ] [main      ] Progress: 26/429 forecasts completed (6.1%). FCTE finished in 0.6s. ETA: 1m 9s. Rate: 352.28 forecasts/min
[2025-12-15T20:35:35.649069] [INFO ] [main      ] Fetching symbol history for VIRC...
[2025-12-15T20:35:35.649112] [DEBUG] [REMOTE    ] VIRC: Fetching historical data.
[2025-12-15T20:35:35.649655] [DEBUG] [MAG       ] HLI: Last date is validated at 2025-12-15
[2025-12-15T20:35:35.653619] [DEBUG] [REMOTE    ] VTMX: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:35.654517] [DEBUG] [LOCAL     ] Loaded configuration for VTMX: 2 features, N/A% accuracy
[2025-12-15T20:35:35.654567] [INFO ] [LOCAL     ] VTMX: Loaded 2 optimal features with 55.13% confidence from JSON config
[2025-12-15T20:35:35.654618] [DEBUG] [MAG       ] Building data for symbol: VTMX with lookback: 0
[2025-12-15T20:35:35.655366] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-15T20:35:35.655423] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:35:35.660160] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-15T20:35:35.662211] [DEBUG] [REMOTE    ] VIRC: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:35.663216] [DEBUG] [LOCAL     ] Loaded configuration for VIRC: 7 features, N/A% accuracy
[2025-12-15T20:35:35.663268] [INFO ] [LOCAL     ] VIRC: Loaded 7 optimal features with 45.91% confidence from JSON config
[2025-12-15T20:35:35.663303] [DEBUG] [MAG       ] Building data for symbol: VIRC with lookback: 0
[2025-12-15T20:35:35.664090] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-15T20:35:35.664151] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:35:35.668853] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:35:35.670649] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:35:35.671143] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:35:35.671604] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:35:35.671999] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-15T20:35:35.672875] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-15T20:35:35.675235] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:35.698298] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:35.717569] [DEBUG] [MAG       ] IONS: Last date is validated at 2025-12-15
[2025-12-15T20:35:35.824150] [DEBUG] [MAG       ] HLI: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:35.884164] [DEBUG] [MAG       ] IONS: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:35.944624] [INFO ] [LOCAL     ] HLI: Saved forecast.
[2025-12-15T20:35:35.944698] [INFO ] [main      ] HLI: Signal=1 (Conf=100.0%), Magnitude=-0.36% (Conf=40.2026%)
[2025-12-15T20:35:35.945098] [INFO ] [main      ] Fetching symbol history for QBTS...
[2025-12-15T20:35:35.945151] [DEBUG] [REMOTE    ] QBTS: Fetching historical data.
[2025-12-15T20:35:35.945663] [INFO ] [main      ] Progress: 27/429 forecasts completed (6.3%). HLI finished in 0.7s. ETA: 1m 10s. Rate: 342.86 forecasts/min
[2025-12-15T20:35:35.959268] [DEBUG] [REMOTE    ] QBTS: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:35.960236] [DEBUG] [LOCAL     ] Loaded configuration for QBTS: 8 features, N/A% accuracy
[2025-12-15T20:35:35.960295] [INFO ] [LOCAL     ] QBTS: Loaded 8 optimal features with 61.34% confidence from JSON config
[2025-12-15T20:35:35.960328] [DEBUG] [MAG       ] Building data for symbol: QBTS with lookback: 0
[2025-12-15T20:35:35.961215] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-15T20:35:35.961282] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-15T20:35:35.962231] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-15T20:35:35.966427] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:35:35.968256] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:35:35.968772] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-15T20:35:35.969861] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-15T20:35:35.971560] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-15T20:35:35.972617] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-15T20:35:35.973293] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:36.009282] [DEBUG] [MAG       ] VIRC: Last date is validated at 2025-12-15
[2025-12-15T20:35:36.014698] [INFO ] [LOCAL     ] IONS: Saved forecast.
[2025-12-15T20:35:36.014766] [INFO ] [main      ] IONS: Signal=1 (Conf=100.0%), Magnitude=-0.24% (Conf=53.8161%)
[2025-12-15T20:35:36.015255] [INFO ] [main      ] Fetching symbol history for TKO...
[2025-12-15T20:35:36.015309] [DEBUG] [REMOTE    ] TKO: Fetching historical data.
[2025-12-15T20:35:36.015664] [INFO ] [main      ] Progress: 28/429 forecasts completed (6.5%). IONS finished in 0.8s. ETA: 1m 9s. Rate: 350.37 forecasts/min
[2025-12-15T20:35:36.028972] [DEBUG] [MAG       ] VTMX: Last date is validated at 2025-12-15
[2025-12-15T20:35:36.029667] [DEBUG] [REMOTE    ] TKO: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:36.030654] [DEBUG] [LOCAL     ] Loaded configuration for TKO: 2 features, N/A% accuracy
[2025-12-15T20:35:36.030707] [INFO ] [LOCAL     ] TKO: Loaded 2 optimal features with 46.59% confidence from JSON config
[2025-12-15T20:35:36.030739] [DEBUG] [MAG       ] Building data for symbol: TKO with lookback: 0
[2025-12-15T20:35:36.031562] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-15T20:35:36.031675] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:35:36.036699] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-15T20:35:36.037542] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:36.177148] [DEBUG] [MAG       ] VIRC: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:36.191361] [DEBUG] [MAG       ] VTMX: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:36.256718] [INFO ] [LOCAL     ] VIRC: Saved forecast.
[2025-12-15T20:35:36.256788] [INFO ] [main      ] VIRC: Signal=1 (Conf=100.0%), Magnitude=0.09% (Conf=45.9051%)
[2025-12-15T20:35:36.257120] [INFO ] [main      ] Fetching symbol history for WEX...
[2025-12-15T20:35:36.257169] [DEBUG] [REMOTE    ] WEX: Fetching historical data.
[2025-12-15T20:35:36.258447] [INFO ] [main      ] Progress: 29/429 forecasts completed (6.8%). VIRC finished in 0.6s. ETA: 1m 9s. Rate: 345.39 forecasts/min
[2025-12-15T20:35:36.266953] [INFO ] [LOCAL     ] VTMX: Saved forecast.
[2025-12-15T20:35:36.267026] [INFO ] [main      ] VTMX: Signal=1 (Conf=100.0%), Magnitude=0.47% (Conf=55.1319%)
[2025-12-15T20:35:36.267411] [INFO ] [main      ] Progress: 30/429 forecasts completed (7.0%). VTMX finished in 0.6s. ETA: 1m 7s. Rate: 356.67 forecasts/min
[2025-12-15T20:35:36.267540] [INFO ] [main      ] Fetching symbol history for SPRX...
[2025-12-15T20:35:36.267598] [DEBUG] [REMOTE    ] SPRX: Fetching historical data.
[2025-12-15T20:35:36.271274] [DEBUG] [REMOTE    ] WEX: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:36.272244] [DEBUG] [LOCAL     ] Loaded configuration for WEX: 3 features, N/A% accuracy
[2025-12-15T20:35:36.272297] [INFO ] [LOCAL     ] WEX: Loaded 3 optimal features with 53.29% confidence from JSON config
[2025-12-15T20:35:36.272328] [DEBUG] [MAG       ] Building data for symbol: WEX with lookback: 0
[2025-12-15T20:35:36.273179] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-15T20:35:36.273239] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:35:36.278121] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-15T20:35:36.278944] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:35:36.280096] [DEBUG] [REMOTE    ] SPRX: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:36.281067] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:36.281255] [DEBUG] [LOCAL     ] Loaded configuration for SPRX: 2 features, N/A% accuracy
[2025-12-15T20:35:36.281506] [INFO ] [LOCAL     ] SPRX: Loaded 2 optimal features with 49.00% confidence from JSON config
[2025-12-15T20:35:36.281536] [DEBUG] [MAG       ] Building data for symbol: SPRX with lookback: 0
[2025-12-15T20:35:36.282311] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-15T20:35:36.282369] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-15T20:35:36.283348] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-15T20:35:36.284526] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:36.316512] [DEBUG] [MAG       ] QBTS: Last date is validated at 2025-12-15
[2025-12-15T20:35:36.393962] [DEBUG] [MAG       ] TKO: Last date is validated at 2025-12-15
[2025-12-15T20:35:36.507918] [DEBUG] [MAG       ] QBTS: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:36.563871] [DEBUG] [MAG       ] TKO: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:36.610018] [INFO ] [LOCAL     ] QBTS: Saved forecast.
[2025-12-15T20:35:36.610084] [INFO ] [main      ] QBTS: Signal=1 (Conf=100.0%), Magnitude=5.55% (Conf=61.3435%)
[2025-12-15T20:35:36.610480] [INFO ] [main      ] Fetching symbol history for IEP...
[2025-12-15T20:35:36.610530] [DEBUG] [REMOTE    ] IEP: Fetching historical data.
[2025-12-15T20:35:36.611654] [INFO ] [main      ] Progress: 31/429 forecasts completed (7.2%). QBTS finished in 0.7s. ETA: 1m 9s. Rate: 345.02 forecasts/min
[2025-12-15T20:35:36.614407] [DEBUG] [MAG       ] SPRX: Last date is validated at 2025-12-15
[2025-12-15T20:35:36.622953] [DEBUG] [REMOTE    ] IEP: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:36.624003] [DEBUG] [LOCAL     ] Loaded configuration for IEP: 4 features, N/A% accuracy
[2025-12-15T20:35:36.624053] [INFO ] [LOCAL     ] IEP: Loaded 4 optimal features with 56.75% confidence from JSON config
[2025-12-15T20:35:36.624084] [DEBUG] [MAG       ] Building data for symbol: IEP with lookback: 0
[2025-12-15T20:35:36.624863] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-15T20:35:36.624922] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:35:36.626544] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:35:36.627072] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:35:36.627467] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-15T20:35:36.639882] [DEBUG] [MAG       ] WEX: Last date is validated at 2025-12-15
[2025-12-15T20:35:36.673437] [INFO ] [LOCAL     ] TKO: Saved forecast.
[2025-12-15T20:35:36.673518] [INFO ] [main      ] TKO: Signal=1 (Conf=100.0%), Magnitude=-0.19% (Conf=46.5912%)
[2025-12-15T20:35:36.674028] [INFO ] [main      ] Fetching symbol history for SPB...
[2025-12-15T20:35:36.674099] [DEBUG] [REMOTE    ] SPB: Fetching historical data.
[2025-12-15T20:35:36.674620] [INFO ] [main      ] Progress: 32/429 forecasts completed (7.5%). TKO finished in 0.7s. ETA: 1m 8s. Rate: 352.04 forecasts/min
[2025-12-15T20:35:36.687701] [DEBUG] [REMOTE    ] SPB: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:36.688741] [DEBUG] [LOCAL     ] Loaded configuration for SPB: 6 features, N/A% accuracy
[2025-12-15T20:35:36.688797] [INFO ] [LOCAL     ] SPB: Loaded 6 optimal features with 40.52% confidence from JSON config
[2025-12-15T20:35:36.688829] [DEBUG] [MAG       ] Building data for symbol: SPB with lookback: 0
[2025-12-15T20:35:36.689705] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-15T20:35:36.689769] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:35:36.691502] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:35:36.692059] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:35:36.692453] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-15T20:35:36.693641] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-15T20:35:36.695481] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-15T20:35:36.697185] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:36.740987] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:36.779319] [DEBUG] [MAG       ] SPRX: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:36.821755] [DEBUG] [MAG       ] WEX: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:36.863202] [INFO ] [LOCAL     ] SPRX: Saved forecast.
[2025-12-15T20:35:36.863277] [INFO ] [main      ] SPRX: Signal=1 (Conf=100.0%), Magnitude=-4.23% (Conf=49.001%)
[2025-12-15T20:35:36.863449] [INFO ] [main      ] Fetching symbol history for ATLO...
[2025-12-15T20:35:36.863506] [DEBUG] [REMOTE    ] ATLO: Fetching historical data.
[2025-12-15T20:35:36.864242] [INFO ] [main      ] Progress: 33/429 forecasts completed (7.7%). SPRX finished in 0.6s. ETA: 1m 8s. Rate: 350.84 forecasts/min
[2025-12-15T20:35:36.875888] [DEBUG] [REMOTE    ] ATLO: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:36.876814] [DEBUG] [LOCAL     ] Loaded configuration for ATLO: 5 features, N/A% accuracy
[2025-12-15T20:35:36.876865] [INFO ] [LOCAL     ] ATLO: Loaded 5 optimal features with 41.69% confidence from JSON config
[2025-12-15T20:35:36.876897] [DEBUG] [MAG       ] Building data for symbol: ATLO with lookback: 0
[2025-12-15T20:35:36.877684] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-15T20:35:36.877744] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:35:36.882888] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:35:36.885232] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:35:36.885907] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:35:36.886290] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-15T20:35:36.887164] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:36.952326] [INFO ] [LOCAL     ] WEX: Saved forecast.
[2025-12-15T20:35:36.952397] [INFO ] [main      ] WEX: Signal=1 (Conf=100.0%), Magnitude=-2.60% (Conf=53.2942%)
[2025-12-15T20:35:36.952758] [INFO ] [main      ] Fetching symbol history for CIVB...
[2025-12-15T20:35:36.952809] [DEBUG] [REMOTE    ] CIVB: Fetching historical data.
[2025-12-15T20:35:36.953658] [INFO ] [main      ] Progress: 34/429 forecasts completed (7.9%). WEX finished in 0.7s. ETA: 1m 7s. Rate: 355.84 forecasts/min
[2025-12-15T20:35:36.965683] [DEBUG] [REMOTE    ] CIVB: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:36.966592] [DEBUG] [LOCAL     ] Loaded configuration for CIVB: 9 features, N/A% accuracy
[2025-12-15T20:35:36.966650] [INFO ] [LOCAL     ] CIVB: Loaded 9 optimal features with 62.15% confidence from JSON config
[2025-12-15T20:35:36.966682] [DEBUG] [MAG       ] Building data for symbol: CIVB with lookback: 0
[2025-12-15T20:35:36.967462] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-15T20:35:36.967525] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:35:36.972309] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:35:36.974071] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:35:36.974556] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:35:36.974953] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-15T20:35:36.978198] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-15T20:35:36.978839] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-15T20:35:36.981527] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-15T20:35:36.984241] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-15T20:35:36.986379] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:37.060537] [DEBUG] [MAG       ] SPB: Last date is validated at 2025-12-15
[2025-12-15T20:35:37.080235] [DEBUG] [MAG       ] IEP: Last date is validated at 2025-12-15
[2025-12-15T20:35:37.221345] [DEBUG] [MAG       ] ATLO: Last date is validated at 2025-12-15
[2025-12-15T20:35:37.236053] [DEBUG] [MAG       ] SPB: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:37.248558] [DEBUG] [MAG       ] IEP: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:37.308555] [INFO ] [LOCAL     ] IEP: Saved forecast.
[2025-12-15T20:35:37.308652] [INFO ] [main      ] IEP: Signal=1 (Conf=100.0%), Magnitude=-1.48% (Conf=56.7485%)
[2025-12-15T20:35:37.308817] [INFO ] [main      ] Fetching symbol history for FRBA...
[2025-12-15T20:35:37.308862] [DEBUG] [REMOTE    ] FRBA: Fetching historical data.
[2025-12-15T20:35:37.310648] [INFO ] [main      ] Progress: 35/429 forecasts completed (8.2%). IEP finished in 0.7s. ETA: 1m 9s. Rate: 344.83 forecasts/min
[2025-12-15T20:35:37.318095] [DEBUG] [MAG       ] CIVB: Last date is validated at 2025-12-15
[2025-12-15T20:35:37.323261] [DEBUG] [REMOTE    ] FRBA: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:37.324116] [DEBUG] [LOCAL     ] Loaded configuration for FRBA: 5 features, N/A% accuracy
[2025-12-15T20:35:37.324191] [INFO ] [LOCAL     ] FRBA: Loaded 5 optimal features with 59.11% confidence from JSON config
[2025-12-15T20:35:37.324224] [DEBUG] [MAG       ] Building data for symbol: FRBA with lookback: 0
[2025-12-15T20:35:37.325024] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-15T20:35:37.325088] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:35:37.330337] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-15T20:35:37.331341] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-15T20:35:37.332402] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-15T20:35:37.333118] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-15T20:35:37.334240] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:37.340661] [INFO ] [LOCAL     ] SPB: Saved forecast.
[2025-12-15T20:35:37.340730] [INFO ] [main      ] SPB: Signal=1 (Conf=100.0%), Magnitude=-2.31% (Conf=40.5196%)
[2025-12-15T20:35:37.341086] [INFO ] [main      ] Fetching symbol history for ARLP...
[2025-12-15T20:35:37.341148] [DEBUG] [REMOTE    ] ARLP: Fetching historical data.
[2025-12-15T20:35:37.341632] [INFO ] [main      ] Progress: 36/429 forecasts completed (8.4%). SPB finished in 0.7s. ETA: 1m 7s. Rate: 352.89 forecasts/min
[2025-12-15T20:35:37.354516] [DEBUG] [REMOTE    ] ARLP: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:37.355614] [DEBUG] [LOCAL     ] Loaded configuration for ARLP: 6 features, N/A% accuracy
[2025-12-15T20:35:37.355670] [INFO ] [LOCAL     ] ARLP: Loaded 6 optimal features with 70.84% confidence from JSON config
[2025-12-15T20:35:37.355703] [DEBUG] [MAG       ] Building data for symbol: ARLP with lookback: 0
[2025-12-15T20:35:37.356508] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-15T20:35:37.356603] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:35:37.358339] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:35:37.358868] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:35:37.359371] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-15T20:35:37.360205] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-15T20:35:37.388688] [DEBUG] [MAG       ] ATLO: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:37.402446] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-15T20:35:37.405402] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:37.452657] [INFO ] [LOCAL     ] ATLO: Saved forecast.
[2025-12-15T20:35:37.452723] [INFO ] [main      ] ATLO: Signal=1 (Conf=100.0%), Magnitude=0.08% (Conf=41.6922%)
[2025-12-15T20:35:37.453073] [INFO ] [main      ] Progress: 37/429 forecasts completed (8.6%). ATLO finished in 0.6s. ETA: 1m 6s. Rate: 356.20 forecasts/min
[2025-12-15T20:35:37.453194] [INFO ] [main      ] Fetching symbol history for AMG...
[2025-12-15T20:35:37.453236] [DEBUG] [REMOTE    ] AMG: Fetching historical data.
[2025-12-15T20:35:37.467232] [DEBUG] [REMOTE    ] AMG: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:37.468204] [DEBUG] [LOCAL     ] Loaded configuration for AMG: 5 features, N/A% accuracy
[2025-12-15T20:35:37.468254] [INFO ] [LOCAL     ] AMG: Loaded 5 optimal features with 52.99% confidence from JSON config
[2025-12-15T20:35:37.468285] [DEBUG] [MAG       ] Building data for symbol: AMG with lookback: 0
[2025-12-15T20:35:37.469089] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-15T20:35:37.469148] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-15T20:35:37.470005] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-15T20:35:37.471013] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-15T20:35:37.472274] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-15T20:35:37.472966] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-15T20:35:37.473678] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:37.487965] [DEBUG] [MAG       ] CIVB: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:37.567037] [INFO ] [LOCAL     ] CIVB: Saved forecast.
[2025-12-15T20:35:37.567116] [INFO ] [main      ] CIVB: Signal=1 (Conf=100.0%), Magnitude=-0.50% (Conf=62.1456%)
[2025-12-15T20:35:37.567514] [INFO ] [main      ] Fetching symbol history for KMDA...
[2025-12-15T20:35:37.567564] [DEBUG] [REMOTE    ] KMDA: Fetching historical data.
[2025-12-15T20:35:37.567655] [INFO ] [main      ] Progress: 38/429 forecasts completed (8.9%). CIVB finished in 0.6s. ETA: 1m 5s. Rate: 359.23 forecasts/min
[2025-12-15T20:35:37.580292] [DEBUG] [REMOTE    ] KMDA: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:37.581224] [DEBUG] [LOCAL     ] Loaded configuration for KMDA: 5 features, N/A% accuracy
[2025-12-15T20:35:37.581295] [INFO ] [LOCAL     ] KMDA: Loaded 5 optimal features with 64.72% confidence from JSON config
[2025-12-15T20:35:37.581326] [DEBUG] [MAG       ] Building data for symbol: KMDA with lookback: 0
[2025-12-15T20:35:37.582107] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-15T20:35:37.582167] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:35:37.583825] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:35:37.584324] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:35:37.584730] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-15T20:35:37.677064] [DEBUG] [MAG       ] FRBA: Last date is validated at 2025-12-15
[2025-12-15T20:35:37.691643] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-15T20:35:37.692594] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:37.747673] [DEBUG] [MAG       ] ARLP: Last date is validated at 2025-12-15
[2025-12-15T20:35:37.805348] [DEBUG] [MAG       ] AMG: Last date is validated at 2025-12-15
[2025-12-15T20:35:37.853872] [DEBUG] [MAG       ] FRBA: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:37.914757] [DEBUG] [MAG       ] ARLP: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:37.923006] [INFO ] [LOCAL     ] FRBA: Saved forecast.
[2025-12-15T20:35:37.923095] [INFO ] [main      ] FRBA: Signal=1 (Conf=100.0%), Magnitude=-0.10% (Conf=59.1137%)
[2025-12-15T20:35:37.923459] [INFO ] [main      ] Fetching symbol history for BUD...
[2025-12-15T20:35:37.923511] [DEBUG] [REMOTE    ] BUD: Fetching historical data.
[2025-12-15T20:35:37.923656] [INFO ] [main      ] Progress: 39/429 forecasts completed (9.1%). FRBA finished in 0.6s. ETA: 1m 7s. Rate: 349.10 forecasts/min
[2025-12-15T20:35:37.936953] [DEBUG] [REMOTE    ] BUD: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:37.937817] [DEBUG] [LOCAL     ] Loaded configuration for BUD: 3 features, N/A% accuracy
[2025-12-15T20:35:37.937869] [INFO ] [LOCAL     ] BUD: Loaded 3 optimal features with 57.74% confidence from JSON config
[2025-12-15T20:35:37.937901] [DEBUG] [MAG       ] Building data for symbol: BUD with lookback: 0
[2025-12-15T20:35:37.938687] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-15T20:35:37.938746] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:35:37.943416] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-15T20:35:37.946222] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-15T20:35:37.960596] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:37.974248] [DEBUG] [MAG       ] AMG: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:37.985790] [INFO ] [LOCAL     ] ARLP: Saved forecast.
[2025-12-15T20:35:37.985856] [INFO ] [main      ] ARLP: Signal=1 (Conf=100.0%), Magnitude=-2.35% (Conf=70.8363%)
[2025-12-15T20:35:37.986194] [INFO ] [main      ] Fetching symbol history for HSIC...
[2025-12-15T20:35:37.986244] [DEBUG] [REMOTE    ] HSIC: Fetching historical data.
[2025-12-15T20:35:37.987656] [INFO ] [main      ] Progress: 40/429 forecasts completed (9.3%). ARLP finished in 0.6s. ETA: 1m 6s. Rate: 354.66 forecasts/min
[2025-12-15T20:35:37.999640] [DEBUG] [REMOTE    ] HSIC: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:38.000437] [DEBUG] [LOCAL     ] Loaded configuration for HSIC: 4 features, N/A% accuracy
[2025-12-15T20:35:38.000487] [INFO ] [LOCAL     ] HSIC: Loaded 4 optimal features with 53.85% confidence from JSON config
[2025-12-15T20:35:38.000518] [DEBUG] [MAG       ] Building data for symbol: HSIC with lookback: 0
[2025-12-15T20:35:38.001304] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-15T20:35:38.001363] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:35:38.006433] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-15T20:35:38.009072] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-15T20:35:38.023445] [DEBUG] [MAG       ] KMDA: Last date is validated at 2025-12-15
[2025-12-15T20:35:38.048918] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-15T20:35:38.050451] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:38.082858] [INFO ] [LOCAL     ] AMG: Saved forecast.
[2025-12-15T20:35:38.082925] [INFO ] [main      ] AMG: Signal=1 (Conf=100.0%), Magnitude=0.20% (Conf=52.9908%)
[2025-12-15T20:35:38.083084] [INFO ] [main      ] Fetching symbol history for MYN...
[2025-12-15T20:35:38.083127] [DEBUG] [REMOTE    ] MYN: Fetching historical data.
[2025-12-15T20:35:38.083993] [INFO ] [main      ] Progress: 41/429 forecasts completed (9.6%). AMG finished in 0.6s. ETA: 1m 5s. Rate: 358.43 forecasts/min
[2025-12-15T20:35:38.095761] [DEBUG] [REMOTE    ] MYN: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:38.096833] [DEBUG] [LOCAL     ] Loaded configuration for MYN: 6 features, N/A% accuracy
[2025-12-15T20:35:38.096885] [INFO ] [LOCAL     ] MYN: Loaded 6 optimal features with 48.66% confidence from JSON config
[2025-12-15T20:35:38.096924] [DEBUG] [MAG       ] Building data for symbol: MYN with lookback: 0
[2025-12-15T20:35:38.097708] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-15T20:35:38.097768] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:35:38.099428] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:35:38.099961] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:35:38.100346] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-15T20:35:38.101225] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-15T20:35:38.103521] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-15T20:35:38.105133] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:38.186186] [DEBUG] [MAG       ] KMDA: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:38.249450] [INFO ] [LOCAL     ] KMDA: Saved forecast.
[2025-12-15T20:35:38.249523] [INFO ] [main      ] KMDA: Signal=1 (Conf=100.0%), Magnitude=0.41% (Conf=64.7246%)
[2025-12-15T20:35:38.249910] [INFO ] [main      ] Fetching symbol history for NTRB...
[2025-12-15T20:35:38.249961] [DEBUG] [REMOTE    ] NTRB: Fetching historical data.
[2025-12-15T20:35:38.250667] [INFO ] [main      ] Progress: 42/429 forecasts completed (9.8%). KMDA finished in 0.7s. ETA: 1m 5s. Rate: 358.46 forecasts/min
[2025-12-15T20:35:38.262851] [DEBUG] [REMOTE    ] NTRB: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:38.263819] [DEBUG] [LOCAL     ] Loaded configuration for NTRB: 4 features, N/A% accuracy
[2025-12-15T20:35:38.263876] [INFO ] [LOCAL     ] NTRB: Loaded 4 optimal features with 46.21% confidence from JSON config
[2025-12-15T20:35:38.263909] [DEBUG] [MAG       ] Building data for symbol: NTRB with lookback: 0
[2025-12-15T20:35:38.264746] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-15T20:35:38.264805] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-15T20:35:38.265710] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-15T20:35:38.305135] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-15T20:35:38.306039] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-15T20:35:38.308838] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:38.310656] [DEBUG] [MAG       ] BUD: Last date is validated at 2025-12-15
[2025-12-15T20:35:38.393382] [DEBUG] [MAG       ] HSIC: Last date is validated at 2025-12-15
[2025-12-15T20:35:38.441829] [DEBUG] [MAG       ] MYN: Last date is validated at 2025-12-15
[2025-12-15T20:35:38.480606] [DEBUG] [MAG       ] BUD: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:38.559360] [DEBUG] [MAG       ] HSIC: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:38.573694] [INFO ] [LOCAL     ] BUD: Saved forecast.
[2025-12-15T20:35:38.573761] [INFO ] [main      ] BUD: Signal=1 (Conf=100.0%), Magnitude=0.38% (Conf=57.7443%)
[2025-12-15T20:35:38.574118] [INFO ] [main      ] Fetching symbol history for CRTO...
[2025-12-15T20:35:38.574170] [DEBUG] [REMOTE    ] CRTO: Fetching historical data.
[2025-12-15T20:35:38.574652] [INFO ] [main      ] Progress: 43/429 forecasts completed (10.0%). BUD finished in 0.7s. ETA: 1m 6s. Rate: 350.83 forecasts/min
[2025-12-15T20:35:38.587139] [DEBUG] [REMOTE    ] CRTO: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:38.588199] [DEBUG] [LOCAL     ] Loaded configuration for CRTO: 5 features, N/A% accuracy
[2025-12-15T20:35:38.588251] [INFO ] [LOCAL     ] CRTO: Loaded 5 optimal features with 68.81% confidence from JSON config
[2025-12-15T20:35:38.588284] [DEBUG] [MAG       ] Building data for symbol: CRTO with lookback: 0
[2025-12-15T20:35:38.589108] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-15T20:35:38.589169] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-15T20:35:38.590801] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-15T20:35:38.607782] [DEBUG] [MAG       ] MYN: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:38.641287] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-15T20:35:38.642036] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-15T20:35:38.646434] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-15T20:35:38.647188] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:38.662734] [INFO ] [LOCAL     ] HSIC: Saved forecast.
[2025-12-15T20:35:38.662800] [INFO ] [main      ] HSIC: Signal=1 (Conf=100.0%), Magnitude=-0.28% (Conf=53.8517%)
[2025-12-15T20:35:38.663282] [INFO ] [main      ] Fetching symbol history for BKD...
[2025-12-15T20:35:38.663333] [DEBUG] [REMOTE    ] BKD: Fetching historical data.
[2025-12-15T20:35:38.663655] [INFO ] [main      ] Progress: 44/429 forecasts completed (10.3%). HSIC finished in 0.7s. ETA: 1m 5s. Rate: 354.70 forecasts/min
[2025-12-15T20:35:38.665808] [INFO ] [LOCAL     ] MYN: Saved forecast.
[2025-12-15T20:35:38.665864] [INFO ] [main      ] MYN: Signal=1 (Conf=100.0%), Magnitude=-0.62% (Conf=48.6561%)
[2025-12-15T20:35:38.666202] [INFO ] [main      ] Progress: 45/429 forecasts completed (10.5%). MYN finished in 0.6s. ETA: 1m 4s. Rate: 362.63 forecasts/min
[2025-12-15T20:35:38.666154] [DEBUG] [MAG       ] NTRB: Last date is validated at 2025-12-15
[2025-12-15T20:35:38.666306] [INFO ] [main      ] Fetching symbol history for GPRK...
[2025-12-15T20:35:38.666348] [DEBUG] [REMOTE    ] GPRK: Fetching historical data.
[2025-12-15T20:35:38.676701] [DEBUG] [REMOTE    ] BKD: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:38.677779] [DEBUG] [LOCAL     ] Loaded configuration for BKD: 9 features, N/A% accuracy
[2025-12-15T20:35:38.677833] [INFO ] [LOCAL     ] BKD: Loaded 9 optimal features with 45.35% confidence from JSON config
[2025-12-15T20:35:38.677864] [DEBUG] [MAG       ] Building data for symbol: BKD with lookback: 0
[2025-12-15T20:35:38.678699] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-15T20:35:38.678762] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:35:38.679834] [DEBUG] [REMOTE    ] GPRK: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:38.680565] [DEBUG] [LOCAL     ] Loaded configuration for GPRK: 1 features, N/A% accuracy
[2025-12-15T20:35:38.680633] [INFO ] [LOCAL     ] GPRK: Loaded 1 optimal features with 39.86% confidence from JSON config
[2025-12-15T20:35:38.680665] [DEBUG] [MAG       ] Building data for symbol: GPRK with lookback: 0
[2025-12-15T20:35:38.681502] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-15T20:35:38.681560] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-15T20:35:38.682266] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:38.683920] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:35:38.685828] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:35:38.686324] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:35:38.686770] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:35:38.687169] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-15T20:35:38.688069] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-15T20:35:38.689843] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-15T20:35:38.728386] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-15T20:35:38.729653] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:38.839160] [DEBUG] [MAG       ] NTRB: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:38.913557] [INFO ] [LOCAL     ] NTRB: Saved forecast.
[2025-12-15T20:35:38.913641] [INFO ] [main      ] NTRB: Signal=1 (Conf=100.0%), Magnitude=4.94% (Conf=46.2138%)
[2025-12-15T20:35:38.913993] [INFO ] [main      ] Fetching symbol history for TSCO...
[2025-12-15T20:35:38.914042] [DEBUG] [REMOTE    ] TSCO: Fetching historical data.
[2025-12-15T20:35:38.914652] [INFO ] [main      ] Progress: 46/429 forecasts completed (10.7%). NTRB finished in 0.7s. ETA: 1m 4s. Rate: 358.72 forecasts/min
[2025-12-15T20:35:38.927003] [DEBUG] [REMOTE    ] TSCO: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:38.927921] [DEBUG] [LOCAL     ] Loaded configuration for TSCO: 6 features, N/A% accuracy
[2025-12-15T20:35:38.927978] [INFO ] [LOCAL     ] TSCO: Loaded 6 optimal features with 57.80% confidence from JSON config
[2025-12-15T20:35:38.928009] [DEBUG] [MAG       ] Building data for symbol: TSCO with lookback: 0
[2025-12-15T20:35:38.928811] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-15T20:35:38.928872] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-15T20:35:38.929798] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-15T20:35:38.931130] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-15T20:35:38.931810] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-15T20:35:38.932491] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-15T20:35:38.934045] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-15T20:35:38.936156] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:38.996192] [DEBUG] [MAG       ] CRTO: Last date is validated at 2025-12-15
[2025-12-15T20:35:39.023065] [DEBUG] [MAG       ] GPRK: Last date is validated at 2025-12-15
[2025-12-15T20:35:39.070931] [DEBUG] [MAG       ] BKD: Last date is validated at 2025-12-15
[2025-12-15T20:35:39.169244] [DEBUG] [MAG       ] CRTO: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:39.197916] [DEBUG] [MAG       ] GPRK: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:39.238667] [DEBUG] [MAG       ] BKD: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:39.257453] [INFO ] [LOCAL     ] CRTO: Saved forecast.
[2025-12-15T20:35:39.257521] [INFO ] [main      ] CRTO: Signal=1 (Conf=100.0%), Magnitude=1.82% (Conf=68.8112%)
[2025-12-15T20:35:39.257730] [INFO ] [main      ] Fetching symbol history for KNTK...
[2025-12-15T20:35:39.257778] [DEBUG] [REMOTE    ] KNTK: Fetching historical data.
[2025-12-15T20:35:39.259487] [INFO ] [main      ] Progress: 47/429 forecasts completed (11.0%). CRTO finished in 0.7s. ETA: 1m 5s. Rate: 350.80 forecasts/min
[2025-12-15T20:35:39.259944] [INFO ] [LOCAL     ] GPRK: Saved forecast.
[2025-12-15T20:35:39.259999] [INFO ] [main      ] GPRK: Signal=1 (Conf=100.0%), Magnitude=-1.34% (Conf=39.8611%)
[2025-12-15T20:35:39.260340] [INFO ] [main      ] Progress: 48/429 forecasts completed (11.2%). GPRK finished in 0.6s. ETA: 1m 4s. Rate: 358.22 forecasts/min
[2025-12-15T20:35:39.260460] [INFO ] [main      ] Fetching symbol history for ERO...
[2025-12-15T20:35:39.260504] [DEBUG] [REMOTE    ] ERO: Fetching historical data.
[2025-12-15T20:35:39.270395] [DEBUG] [MAG       ] TSCO: Last date is validated at 2025-12-15
[2025-12-15T20:35:39.272249] [DEBUG] [REMOTE    ] KNTK: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:39.273185] [DEBUG] [LOCAL     ] Loaded configuration for KNTK: 5 features, N/A% accuracy
[2025-12-15T20:35:39.273239] [INFO ] [LOCAL     ] KNTK: Loaded 5 optimal features with 58.08% confidence from JSON config
[2025-12-15T20:35:39.273284] [DEBUG] [MAG       ] Building data for symbol: KNTK with lookback: 0
[2025-12-15T20:35:39.274111] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-15T20:35:39.274174] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-15T20:35:39.274741] [DEBUG] [REMOTE    ] ERO: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:39.274957] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-15T20:35:39.275462] [DEBUG] [LOCAL     ] Loaded configuration for ERO: 6 features, N/A% accuracy
[2025-12-15T20:35:39.275512] [INFO ] [LOCAL     ] ERO: Loaded 6 optimal features with 63.20% confidence from JSON config
[2025-12-15T20:35:39.275543] [DEBUG] [MAG       ] Building data for symbol: ERO with lookback: 0
[2025-12-15T20:35:39.276310] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-15T20:35:39.276370] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:35:39.281341] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:35:39.283203] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:35:39.283925] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-15T20:35:39.284614] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-15T20:35:39.285612] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-15T20:35:39.288003] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:39.305464] [INFO ] [LOCAL     ] BKD: Saved forecast.
[2025-12-15T20:35:39.305530] [INFO ] [main      ] BKD: Signal=1 (Conf=100.0%), Magnitude=-0.10% (Conf=45.348%)
[2025-12-15T20:35:39.306019] [INFO ] [main      ] Fetching symbol history for HY...
[2025-12-15T20:35:39.306071] [DEBUG] [REMOTE    ] HY: Fetching historical data.
[2025-12-15T20:35:39.306663] [INFO ] [main      ] Progress: 49/429 forecasts completed (11.4%). BKD finished in 0.6s. ETA: 1m 3s. Rate: 363.59 forecasts/min
[2025-12-15T20:35:39.318655] [DEBUG] [REMOTE    ] HY: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:39.319797] [DEBUG] [LOCAL     ] Loaded configuration for HY: 9 features, N/A% accuracy
[2025-12-15T20:35:39.319850] [INFO ] [LOCAL     ] HY: Loaded 9 optimal features with 48.91% confidence from JSON config
[2025-12-15T20:35:39.319881] [DEBUG] [MAG       ] Building data for symbol: HY with lookback: 0
[2025-12-15T20:35:39.320664] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-15T20:35:39.320727] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:35:39.325358] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:35:39.327087] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:35:39.327550] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-15T20:35:39.352922] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-15T20:35:39.354692] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-15T20:35:39.355816] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-15T20:35:39.361737] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:39.433642] [DEBUG] [MAG       ] TSCO: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:39.434730] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-15T20:35:39.436408] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-15T20:35:39.485476] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-15T20:35:39.486873] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-15T20:35:39.490704] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-15T20:35:39.492045] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:39.520765] [INFO ] [LOCAL     ] TSCO: Saved forecast.
[2025-12-15T20:35:39.520831] [INFO ] [main      ] TSCO: Signal=1 (Conf=100.0%), Magnitude=1.86% (Conf=57.798%)
[2025-12-15T20:35:39.521224] [INFO ] [main      ] Fetching symbol history for RMBS...
[2025-12-15T20:35:39.521274] [DEBUG] [REMOTE    ] RMBS: Fetching historical data.
[2025-12-15T20:35:39.521661] [INFO ] [main      ] Progress: 50/429 forecasts completed (11.7%). TSCO finished in 0.6s. ETA: 1m 3s. Rate: 361.40 forecasts/min
[2025-12-15T20:35:39.536059] [DEBUG] [REMOTE    ] RMBS: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:39.536880] [DEBUG] [LOCAL     ] Loaded configuration for RMBS: 8 features, N/A% accuracy
[2025-12-15T20:35:39.536931] [INFO ] [LOCAL     ] RMBS: Loaded 8 optimal features with 48.47% confidence from JSON config
[2025-12-15T20:35:39.536962] [DEBUG] [MAG       ] Building data for symbol: RMBS with lookback: 0
[2025-12-15T20:35:39.537753] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-15T20:35:39.537816] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:35:39.542488] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:35:39.544226] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:35:39.544735] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:35:39.545133] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-15T20:35:39.545854] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-15T20:35:39.546706] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-15T20:35:39.547871] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-15T20:35:39.552049] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:39.623909] [DEBUG] [MAG       ] ERO: Last date is validated at 2025-12-15
[2025-12-15T20:35:39.694022] [DEBUG] [MAG       ] KNTK: Last date is validated at 2025-12-15
[2025-12-15T20:35:39.796899] [DEBUG] [MAG       ] ERO: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:39.838506] [DEBUG] [MAG       ] HY: Last date is validated at 2025-12-15
[2025-12-15T20:35:39.868496] [DEBUG] [MAG       ] KNTK: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:39.876938] [INFO ] [LOCAL     ] ERO: Saved forecast.
[2025-12-15T20:35:39.877005] [INFO ] [main      ] ERO: Signal=1 (Conf=100.0%), Magnitude=-2.98% (Conf=63.2%)
[2025-12-15T20:35:39.877180] [INFO ] [main      ] Fetching symbol history for CVNA...
[2025-12-15T20:35:39.877238] [DEBUG] [REMOTE    ] CVNA: Fetching historical data.
[2025-12-15T20:35:39.878664] [INFO ] [main      ] Progress: 51/429 forecasts completed (11.9%). ERO finished in 0.6s. ETA: 1m 4s. Rate: 353.43 forecasts/min
[2025-12-15T20:35:39.890671] [DEBUG] [REMOTE    ] CVNA: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:39.891656] [DEBUG] [LOCAL     ] Loaded configuration for CVNA: 3 features, N/A% accuracy
[2025-12-15T20:35:39.892036] [INFO ] [LOCAL     ] CVNA: Loaded 3 optimal features with 54.80% confidence from JSON config
[2025-12-15T20:35:39.892071] [DEBUG] [MAG       ] Building data for symbol: CVNA with lookback: 0
[2025-12-15T20:35:39.892895] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-15T20:35:39.892956] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:35:39.897799] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-15T20:35:39.898844] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-15T20:35:39.900305] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:39.903058] [DEBUG] [MAG       ] RMBS: Last date is validated at 2025-12-15
[2025-12-15T20:35:39.960818] [INFO ] [LOCAL     ] KNTK: Saved forecast.
[2025-12-15T20:35:39.960892] [INFO ] [main      ] KNTK: Signal=1 (Conf=100.0%), Magnitude=1.88% (Conf=58.0805%)
[2025-12-15T20:35:39.961270] [INFO ] [main      ] Progress: 52/429 forecasts completed (12.1%). KNTK finished in 0.7s. ETA: 1m 3s. Rate: 356.95 forecasts/min
[2025-12-15T20:35:39.961394] [INFO ] [main      ] Fetching symbol history for WMS...
[2025-12-15T20:35:39.961448] [DEBUG] [REMOTE    ] WMS: Fetching historical data.
[2025-12-15T20:35:39.973813] [DEBUG] [REMOTE    ] WMS: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:39.974607] [DEBUG] [LOCAL     ] Loaded configuration for WMS: 1 features, N/A% accuracy
[2025-12-15T20:35:39.974657] [INFO ] [LOCAL     ] WMS: Loaded 1 optimal features with 49.97% confidence from JSON config
[2025-12-15T20:35:39.974688] [DEBUG] [MAG       ] Building data for symbol: WMS with lookback: 0
[2025-12-15T20:35:39.975486] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-15T20:35:39.975545] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-15T20:35:39.978531] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:40.008139] [DEBUG] [MAG       ] HY: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:40.078037] [DEBUG] [MAG       ] RMBS: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:40.104364] [INFO ] [LOCAL     ] HY: Saved forecast.
[2025-12-15T20:35:40.104450] [INFO ] [main      ] HY: Signal=1 (Conf=100.0%), Magnitude=2.77% (Conf=48.9122%)
[2025-12-15T20:35:40.105200] [INFO ] [main      ] Fetching symbol history for BELFB...
[2025-12-15T20:35:40.105255] [DEBUG] [REMOTE    ] BELFB: Fetching historical data.
[2025-12-15T20:35:40.106653] [INFO ] [main      ] Progress: 53/429 forecasts completed (12.4%). HY finished in 0.8s. ETA: 1m 3s. Rate: 357.87 forecasts/min
[2025-12-15T20:35:40.118850] [DEBUG] [REMOTE    ] BELFB: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:40.119709] [DEBUG] [LOCAL     ] Loaded configuration for BELFB: 4 features, N/A% accuracy
[2025-12-15T20:35:40.119760] [INFO ] [LOCAL     ] BELFB: Loaded 4 optimal features with 52.60% confidence from JSON config
[2025-12-15T20:35:40.119791] [DEBUG] [MAG       ] Building data for symbol: BELFB with lookback: 0
[2025-12-15T20:35:40.120592] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-15T20:35:40.120651] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:35:40.125474] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-15T20:35:40.126296] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-15T20:35:40.126924] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-15T20:35:40.128634] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:40.205002] [INFO ] [LOCAL     ] RMBS: Saved forecast.
[2025-12-15T20:35:40.205070] [INFO ] [main      ] RMBS: Signal=1 (Conf=100.0%), Magnitude=-5.15% (Conf=48.4655%)
[2025-12-15T20:35:40.205653] [INFO ] [main      ] Fetching symbol history for BHRB...
[2025-12-15T20:35:40.205708] [DEBUG] [REMOTE    ] BHRB: Fetching historical data.
[2025-12-15T20:35:40.207649] [INFO ] [main      ] Progress: 54/429 forecasts completed (12.6%). RMBS finished in 0.7s. ETA: 1m 2s. Rate: 360.52 forecasts/min
[2025-12-15T20:35:40.220173] [DEBUG] [REMOTE    ] BHRB: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:40.221002] [DEBUG] [LOCAL     ] Loaded configuration for BHRB: 5 features, N/A% accuracy
[2025-12-15T20:35:40.221057] [INFO ] [LOCAL     ] BHRB: Loaded 5 optimal features with 52.06% confidence from JSON config
[2025-12-15T20:35:40.221090] [DEBUG] [MAG       ] Building data for symbol: BHRB with lookback: 0
[2025-12-15T20:35:40.221919] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-15T20:35:40.221983] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:35:40.223737] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:35:40.224275] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:35:40.224702] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-15T20:35:40.225615] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-15T20:35:40.263952] [DEBUG] [MAG       ] CVNA: Last date is validated at 2025-12-15
[2025-12-15T20:35:40.304073] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:40.317331] [DEBUG] [MAG       ] WMS: Last date is validated at 2025-12-15
[2025-12-15T20:35:40.433178] [DEBUG] [MAG       ] CVNA: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:40.468936] [DEBUG] [MAG       ] BELFB: Last date is validated at 2025-12-15
[2025-12-15T20:35:40.485157] [DEBUG] [MAG       ] WMS: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:40.581024] [INFO ] [LOCAL     ] CVNA: Saved forecast.
[2025-12-15T20:35:40.581096] [INFO ] [main      ] CVNA: Signal=1 (Conf=100.0%), Magnitude=1.09% (Conf=54.7966%)
[2025-12-15T20:35:40.581497] [INFO ] [main      ] Fetching symbol history for CHH...
[2025-12-15T20:35:40.581549] [DEBUG] [REMOTE    ] CHH: Fetching historical data.
[2025-12-15T20:35:40.581544] [INFO ] [main      ] Progress: 55/429 forecasts completed (12.8%). CVNA finished in 0.7s. ETA: 1m 4s. Rate: 352.53 forecasts/min
[2025-12-15T20:35:40.595464] [DEBUG] [REMOTE    ] CHH: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:40.596683] [DEBUG] [LOCAL     ] Loaded configuration for CHH: 3 features, N/A% accuracy
[2025-12-15T20:35:40.596736] [INFO ] [LOCAL     ] CHH: Loaded 3 optimal features with 57.94% confidence from JSON config
[2025-12-15T20:35:40.596769] [DEBUG] [MAG       ] Building data for symbol: CHH with lookback: 0
[2025-12-15T20:35:40.597558] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-15T20:35:40.597654] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:35:40.599396] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:35:40.599958] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-15T20:35:40.602270] [INFO ] [LOCAL     ] WMS: Saved forecast.
[2025-12-15T20:35:40.602337] [INFO ] [main      ] WMS: Signal=1 (Conf=100.0%), Magnitude=0.05% (Conf=49.9748%)
[2025-12-15T20:35:40.602766] [INFO ] [main      ] Progress: 56/429 forecasts completed (13.1%). WMS finished in 0.6s. ETA: 1m 2s. Rate: 358.13 forecasts/min
[2025-12-15T20:35:40.602953] [INFO ] [main      ] Fetching symbol history for BUXX...
[2025-12-15T20:35:40.602999] [DEBUG] [REMOTE    ] BUXX: Fetching historical data.
[2025-12-15T20:35:40.606176] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:40.615387] [DEBUG] [REMOTE    ] BUXX: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:40.616077] [DEBUG] [LOCAL     ] Loaded configuration for BUXX: 29 features, N/A% accuracy
[2025-12-15T20:35:40.616128] [INFO ] [LOCAL     ] BUXX: Loaded 29 optimal features with 15.70% confidence from JSON config
[2025-12-15T20:35:40.616159] [DEBUG] [MAG       ] Building data for symbol: BUXX with lookback: 0
[2025-12-15T20:35:40.616969] [DEBUG] [FEATURES  ] DataBuilder: Executing 29 feature methods.
[2025-12-15T20:35:40.617244] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:35:40.622138] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:35:40.623990] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:35:40.624538] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:35:40.625013] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:35:40.625446] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-15T20:35:40.626199] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-15T20:35:40.627005] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-15T20:35:40.629461] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-15T20:35:40.646816] [DEBUG] [MAG       ] BELFB: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:40.650948] [DEBUG] [MAG       ] BHRB: Last date is validated at 2025-12-15
[2025-12-15T20:35:40.740431] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-15T20:35:40.742497] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-15T20:35:40.755453] [INFO ] [LOCAL     ] BELFB: Saved forecast.
[2025-12-15T20:35:40.755525] [INFO ] [main      ] BELFB: Signal=1 (Conf=100.0%), Magnitude=-0.47% (Conf=52.5969%)
[2025-12-15T20:35:40.756000] [INFO ] [main      ] Fetching symbol history for SITE...
[2025-12-15T20:35:40.756061] [DEBUG] [REMOTE    ] SITE: Fetching historical data.
[2025-12-15T20:35:40.756666] [INFO ] [main      ] Progress: 57/429 forecasts completed (13.3%). BELFB finished in 0.7s. ETA: 1m 2s. Rate: 358.64 forecasts/min
[2025-12-15T20:35:40.770490] [DEBUG] [REMOTE    ] SITE: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:40.771458] [DEBUG] [LOCAL     ] Loaded configuration for SITE: 3 features, N/A% accuracy
[2025-12-15T20:35:40.771514] [INFO ] [LOCAL     ] SITE: Loaded 3 optimal features with 42.13% confidence from JSON config
[2025-12-15T20:35:40.771546] [DEBUG] [MAG       ] Building data for symbol: SITE with lookback: 0
[2025-12-15T20:35:40.772359] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-15T20:35:40.772419] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-15T20:35:40.774891] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-15T20:35:40.781732] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-15T20:35:40.782802] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-15T20:35:40.820294] [DEBUG] [MAG       ] BHRB: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:40.825530] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-15T20:35:40.826524] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-15T20:35:40.827818] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-15T20:35:40.897024] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-15T20:35:40.900041] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:40.903631] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-15T20:35:40.904394] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-15T20:35:40.906231] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-15T20:35:40.909043] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-15T20:35:40.910110] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-15T20:35:40.910976] [INFO ] [LOCAL     ] BHRB: Saved forecast.
[2025-12-15T20:35:40.911047] [INFO ] [main      ] BHRB: Signal=1 (Conf=100.0%), Magnitude=0.72% (Conf=52.0623%)
[2025-12-15T20:35:40.911409] [INFO ] [main      ] Fetching symbol history for CFG...
[2025-12-15T20:35:40.911459] [DEBUG] [REMOTE    ] CFG: Fetching historical data.
[2025-12-15T20:35:40.912205] [INFO ] [main      ] Progress: 58/429 forecasts completed (13.5%). BHRB finished in 0.7s. ETA: 1m 2s. Rate: 359.08 forecasts/min
[2025-12-15T20:35:40.912121] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-15T20:35:40.913024] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-15T20:35:40.917485] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-15T20:35:40.918645] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-15T20:35:40.919948] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-15T20:35:40.921529] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-15T20:35:40.924497] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-15T20:35:40.924769] [DEBUG] [REMOTE    ] CFG: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:40.925166] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-15T20:35:40.925726] [DEBUG] [LOCAL     ] Loaded configuration for CFG: 5 features, N/A% accuracy
[2025-12-15T20:35:40.925777] [INFO ] [LOCAL     ] CFG: Loaded 5 optimal features with 60.82% confidence from JSON config
[2025-12-15T20:35:40.925807] [DEBUG] [MAG       ] Building data for symbol: CFG with lookback: 0
[2025-12-15T20:35:40.925892] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:40.926564] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-15T20:35:40.926641] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:35:40.928310] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:35:40.928832] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:35:40.929386] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-15T20:35:40.930151] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-15T20:35:40.932462] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:40.953427] [DEBUG] [MAG       ] CHH: Last date is validated at 2025-12-15
[2025-12-15T20:35:41.127695] [DEBUG] [MAG       ] CHH: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:41.229969] [INFO ] [LOCAL     ] CHH: Saved forecast.
[2025-12-15T20:35:41.230037] [INFO ] [main      ] CHH: Signal=1 (Conf=100.0%), Magnitude=1.64% (Conf=57.9358%)
[2025-12-15T20:35:41.230399] [INFO ] [main      ] Fetching symbol history for EDF...
[2025-12-15T20:35:41.230451] [DEBUG] [REMOTE    ] EDF: Fetching historical data.
[2025-12-15T20:35:41.230654] [INFO ] [main      ] Progress: 59/429 forecasts completed (13.8%). CHH finished in 0.6s. ETA: 1m 3s. Rate: 353.65 forecasts/min
[2025-12-15T20:35:41.232961] [DEBUG] [MAG       ] SITE: Last date is validated at 2025-12-15
[2025-12-15T20:35:41.244187] [DEBUG] [REMOTE    ] EDF: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:41.246135] [DEBUG] [LOCAL     ] Loaded configuration for EDF: 7 features, N/A% accuracy
[2025-12-15T20:35:41.246194] [INFO ] [LOCAL     ] EDF: Loaded 7 optimal features with 20.09% confidence from JSON config
[2025-12-15T20:35:41.246226] [DEBUG] [MAG       ] Building data for symbol: EDF with lookback: 0
[2025-12-15T20:35:41.247085] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-15T20:35:41.247150] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:35:41.255104] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-15T20:35:41.257679] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-15T20:35:41.259032] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:35:41.260674] [DEBUG] [MAG       ] BUXX: Last date is validated at 2025-12-15
[2025-12-15T20:35:41.260903] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:35:41.261463] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-15T20:35:41.262641] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-15T20:35:41.264683] [DEBUG] [MAG       ] CFG: Last date is validated at 2025-12-15
[2025-12-15T20:35:41.264794] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:41.416285] [DEBUG] [MAG       ] SITE: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:41.426923] [DEBUG] [MAG       ] BUXX: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:41.429754] [DEBUG] [MAG       ] CFG: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:41.513354] [INFO ] [LOCAL     ] BUXX: Saved forecast.
[2025-12-15T20:35:41.513419] [INFO ] [main      ] BUXX: Signal=1 (Conf=100.0%), Magnitude=0.00% (Conf=15.6976%)
[2025-12-15T20:35:41.513594] [INFO ] [main      ] Fetching symbol history for ASO...
[2025-12-15T20:35:41.513639] [DEBUG] [REMOTE    ] ASO: Fetching historical data.
[2025-12-15T20:35:41.514669] [INFO ] [main      ] Progress: 60/429 forecasts completed (14.0%). BUXX finished in 0.9s. ETA: 1m 3s. Rate: 349.72 forecasts/min
[2025-12-15T20:35:41.520220] [INFO ] [LOCAL     ] CFG: Saved forecast.
[2025-12-15T20:35:41.520286] [INFO ] [main      ] CFG: Signal=1 (Conf=100.0%), Magnitude=-2.61% (Conf=60.823%)
[2025-12-15T20:35:41.520667] [INFO ] [main      ] Progress: 61/429 forecasts completed (14.2%). CFG finished in 0.6s. ETA: 1m 2s. Rate: 355.34 forecasts/min
[2025-12-15T20:35:41.520823] [INFO ] [main      ] Fetching symbol history for IMNN...
[2025-12-15T20:35:41.520874] [DEBUG] [REMOTE    ] IMNN: Fetching historical data.
[2025-12-15T20:35:41.526053] [DEBUG] [REMOTE    ] ASO: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:41.526945] [DEBUG] [LOCAL     ] Loaded configuration for ASO: 11 features, N/A% accuracy
[2025-12-15T20:35:41.526997] [INFO ] [LOCAL     ] ASO: Loaded 11 optimal features with 51.85% confidence from JSON config
[2025-12-15T20:35:41.527028] [DEBUG] [MAG       ] Building data for symbol: ASO with lookback: 0
[2025-12-15T20:35:41.527840] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-12-15T20:35:41.527934] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:35:41.532691] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-15T20:35:41.533485] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-15T20:35:41.534127] [DEBUG] [REMOTE    ] IMNN: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:41.535137] [DEBUG] [LOCAL     ] Loaded configuration for IMNN: 5 features, N/A% accuracy
[2025-12-15T20:35:41.535199] [INFO ] [LOCAL     ] IMNN: Loaded 5 optimal features with 51.58% confidence from JSON config
[2025-12-15T20:35:41.535236] [DEBUG] [MAG       ] Building data for symbol: IMNN with lookback: 0
[2025-12-15T20:35:41.536021] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-15T20:35:41.536080] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:35:41.540845] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:35:41.542634] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:35:41.543112] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-15T20:35:41.543862] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-15T20:35:41.545612] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:41.548911] [INFO ] [LOCAL     ] SITE: Saved forecast.
[2025-12-15T20:35:41.548980] [INFO ] [main      ] SITE: Signal=1 (Conf=100.0%), Magnitude=0.28% (Conf=42.1265%)
[2025-12-15T20:35:41.549431] [INFO ] [main      ] Fetching symbol history for CCL...
[2025-12-15T20:35:41.549489] [DEBUG] [REMOTE    ] CCL: Fetching historical data.
[2025-12-15T20:35:41.550644] [INFO ] [main      ] Progress: 62/429 forecasts completed (14.5%). SITE finished in 0.8s. ETA: 1m 1s. Rate: 360.12 forecasts/min
[2025-12-15T20:35:41.564600] [DEBUG] [REMOTE    ] CCL: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:41.565515] [DEBUG] [LOCAL     ] Loaded configuration for CCL: 4 features, N/A% accuracy
[2025-12-15T20:35:41.565591] [INFO ] [LOCAL     ] CCL: Loaded 4 optimal features with 46.09% confidence from JSON config
[2025-12-15T20:35:41.565625] [DEBUG] [MAG       ] Building data for symbol: CCL with lookback: 0
[2025-12-15T20:35:41.566529] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-15T20:35:41.566622] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:35:41.568732] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:35:41.569329] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:35:41.569768] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-15T20:35:41.571423] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:41.609434] [DEBUG] [MAG       ] EDF: Last date is validated at 2025-12-15
[2025-12-15T20:35:41.644707] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-15T20:35:41.683880] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-15T20:35:41.702098] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:35:41.703861] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:35:41.704354] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-15T20:35:41.705399] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-15T20:35:41.707038] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-15T20:35:41.708078] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-15T20:35:41.708781] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:41.782182] [DEBUG] [MAG       ] EDF: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:41.898190] [DEBUG] [MAG       ] IMNN: Last date is validated at 2025-12-15
[2025-12-15T20:35:41.908142] [INFO ] [LOCAL     ] EDF: Saved forecast.
[2025-12-15T20:35:41.908221] [INFO ] [main      ] EDF: Signal=1 (Conf=100.0%), Magnitude=0.12% (Conf=20.0937%)
[2025-12-15T20:35:41.908592] [INFO ] [main      ] Fetching symbol history for GEL...
[2025-12-15T20:35:41.908645] [DEBUG] [REMOTE    ] GEL: Fetching historical data.
[2025-12-15T20:35:41.909565] [INFO ] [main      ] Progress: 63/429 forecasts completed (14.7%). EDF finished in 0.7s. ETA: 1m 2s. Rate: 353.64 forecasts/min
[2025-12-15T20:35:41.912198] [DEBUG] [MAG       ] CCL: Last date is validated at 2025-12-15
[2025-12-15T20:35:41.922503] [DEBUG] [REMOTE    ] GEL: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:41.923538] [DEBUG] [LOCAL     ] Loaded configuration for GEL: 12 features, N/A% accuracy
[2025-12-15T20:35:41.923618] [INFO ] [LOCAL     ] GEL: Loaded 12 optimal features with 36.11% confidence from JSON config
[2025-12-15T20:35:41.923653] [DEBUG] [MAG       ] Building data for symbol: GEL with lookback: 0
[2025-12-15T20:35:41.924442] [DEBUG] [FEATURES  ] DataBuilder: Executing 12 feature methods.
[2025-12-15T20:35:41.924509] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:35:41.929452] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:35:41.931322] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:35:41.931827] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:35:41.932221] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-15T20:35:41.932959] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-15T20:35:41.982691] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-15T20:35:42.056216] [DEBUG] [MAG       ] ASO: Last date is validated at 2025-12-15
[2025-12-15T20:35:42.063201] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:35:42.063840] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-15T20:35:42.064936] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-15T20:35:42.066660] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-15T20:35:42.067739] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-15T20:35:42.067767] [DEBUG] [MAG       ] IMNN: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:42.068436] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:42.081332] [DEBUG] [MAG       ] CCL: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:42.157606] [INFO ] [LOCAL     ] CCL: Saved forecast.
[2025-12-15T20:35:42.157681] [INFO ] [main      ] CCL: Signal=1 (Conf=100.0%), Magnitude=2.53% (Conf=46.0898%)
[2025-12-15T20:35:42.158037] [INFO ] [main      ] Fetching symbol history for PWP...
[2025-12-15T20:35:42.158086] [DEBUG] [REMOTE    ] PWP: Fetching historical data.
[2025-12-15T20:35:42.158657] [INFO ] [main      ] Progress: 64/429 forecasts completed (14.9%). CCL finished in 0.6s. ETA: 1m 2s. Rate: 351.07 forecasts/min
[2025-12-15T20:35:42.171481] [DEBUG] [REMOTE    ] PWP: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:42.172503] [DEBUG] [LOCAL     ] Loaded configuration for PWP: 3 features, N/A% accuracy
[2025-12-15T20:35:42.172553] [INFO ] [LOCAL     ] PWP: Loaded 3 optimal features with 50.79% confidence from JSON config
[2025-12-15T20:35:42.172613] [DEBUG] [MAG       ] Building data for symbol: PWP with lookback: 0
[2025-12-15T20:35:42.173360] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-15T20:35:42.173419] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-15T20:35:42.174283] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-15T20:35:42.176717] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-15T20:35:42.177995] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:42.184970] [INFO ] [LOCAL     ] IMNN: Saved forecast.
[2025-12-15T20:35:42.185036] [INFO ] [main      ] IMNN: Signal=1 (Conf=100.0%), Magnitude=2.15% (Conf=51.5751%)
[2025-12-15T20:35:42.185514] [INFO ] [main      ] Progress: 65/429 forecasts completed (15.2%). IMNN finished in 0.7s. ETA: 1m 1s. Rate: 355.68 forecasts/min
[2025-12-15T20:35:42.185655] [INFO ] [main      ] Fetching symbol history for BPYPO...
[2025-12-15T20:35:42.185698] [DEBUG] [REMOTE    ] BPYPO: Fetching historical data.
[2025-12-15T20:35:42.198379] [DEBUG] [REMOTE    ] BPYPO: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:42.199413] [DEBUG] [LOCAL     ] Loaded configuration for BPYPO: 10 features, N/A% accuracy
[2025-12-15T20:35:42.199463] [INFO ] [LOCAL     ] BPYPO: Loaded 10 optimal features with 46.20% confidence from JSON config
[2025-12-15T20:35:42.199493] [DEBUG] [MAG       ] Building data for symbol: BPYPO with lookback: 0
[2025-12-15T20:35:42.200300] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-15T20:35:42.200364] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:35:42.202087] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:35:42.202619] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:35:42.203000] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-15T20:35:42.203759] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-15T20:35:42.206113] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-15T20:35:42.206791] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-15T20:35:42.208568] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-15T20:35:42.226444] [DEBUG] [MAG       ] ASO: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:42.226730] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-15T20:35:42.228011] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-15T20:35:42.229622] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:42.341640] [INFO ] [LOCAL     ] ASO: Saved forecast.
[2025-12-15T20:35:42.341705] [INFO ] [main      ] ASO: Signal=1 (Conf=100.0%), Magnitude=-1.47% (Conf=51.8501%)
[2025-12-15T20:35:42.341866] [INFO ] [main      ] Fetching symbol history for AVAL...
[2025-12-15T20:35:42.341908] [DEBUG] [REMOTE    ] AVAL: Fetching historical data.
[2025-12-15T20:35:42.342955] [INFO ] [main      ] Progress: 66/429 forecasts completed (15.4%). ASO finished in 0.8s. ETA: 1m 1s. Rate: 356.04 forecasts/min
[2025-12-15T20:35:42.354366] [DEBUG] [REMOTE    ] AVAL: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:42.355489] [DEBUG] [LOCAL     ] Loaded configuration for AVAL: 4 features, N/A% accuracy
[2025-12-15T20:35:42.355540] [INFO ] [LOCAL     ] AVAL: Loaded 4 optimal features with 32.50% confidence from JSON config
[2025-12-15T20:35:42.355570] [DEBUG] [MAG       ] Building data for symbol: AVAL with lookback: 0
[2025-12-15T20:35:42.356387] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-15T20:35:42.356448] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-15T20:35:42.357177] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-15T20:35:42.357751] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-15T20:35:42.358472] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-15T20:35:42.360008] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:42.505809] [DEBUG] [MAG       ] GEL: Last date is validated at 2025-12-15
[2025-12-15T20:35:42.514141] [DEBUG] [MAG       ] PWP: Last date is validated at 2025-12-15
[2025-12-15T20:35:42.651728] [DEBUG] [MAG       ] BPYPO: Last date is validated at 2025-12-15
[2025-12-15T20:35:42.674519] [DEBUG] [MAG       ] GEL: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:42.688676] [DEBUG] [MAG       ] PWP: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:42.699220] [DEBUG] [MAG       ] AVAL: Last date is validated at 2025-12-15
[2025-12-15T20:35:42.749302] [INFO ] [LOCAL     ] GEL: Saved forecast.
[2025-12-15T20:35:42.749372] [INFO ] [main      ] GEL: Signal=1 (Conf=100.0%), Magnitude=2.13% (Conf=36.1082%)
[2025-12-15T20:35:42.749736] [INFO ] [main      ] Fetching symbol history for INTZ...
[2025-12-15T20:35:42.749789] [DEBUG] [REMOTE    ] INTZ: Fetching historical data.
[2025-12-15T20:35:42.750657] [INFO ] [main      ] Progress: 67/429 forecasts completed (15.6%). GEL finished in 0.8s. ETA: 1m 2s. Rate: 348.66 forecasts/min
[2025-12-15T20:35:42.763891] [DEBUG] [REMOTE    ] INTZ: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:42.764732] [DEBUG] [LOCAL     ] Loaded configuration for INTZ: 7 features, N/A% accuracy
[2025-12-15T20:35:42.764784] [INFO ] [LOCAL     ] INTZ: Loaded 7 optimal features with 39.49% confidence from JSON config
[2025-12-15T20:35:42.764823] [DEBUG] [MAG       ] Building data for symbol: INTZ with lookback: 0
[2025-12-15T20:35:42.765884] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-15T20:35:42.765954] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:35:42.770818] [INFO ] [LOCAL     ] PWP: Saved forecast.
[2025-12-15T20:35:42.770888] [INFO ] [main      ] PWP: Signal=1 (Conf=90.0%), Magnitude=5.44% (Conf=50.7922%)
[2025-12-15T20:35:42.771279] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:35:42.771351] [INFO ] [main      ] Fetching symbol history for MBX...
[2025-12-15T20:35:42.771411] [DEBUG] [REMOTE    ] MBX: Fetching historical data.
[2025-12-15T20:35:42.771632] [INFO ] [main      ] Progress: 68/429 forecasts completed (15.9%). PWP finished in 0.6s. ETA: 1m 1s. Rate: 353.22 forecasts/min
[2025-12-15T20:35:42.773155] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:35:42.773669] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-15T20:35:42.787602] [DEBUG] [REMOTE    ] MBX: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:42.788751] [DEBUG] [LOCAL     ] Loaded configuration for MBX: 2 features, N/A% accuracy
[2025-12-15T20:35:42.788809] [INFO ] [LOCAL     ] MBX: Loaded 2 optimal features with 50.48% confidence from JSON config
[2025-12-15T20:35:42.788842] [DEBUG] [MAG       ] Building data for symbol: MBX with lookback: 0
[2025-12-15T20:35:42.789661] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-15T20:35:42.789719] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-15T20:35:42.790872] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-15T20:35:42.796510] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:42.821372] [DEBUG] [MAG       ] BPYPO: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:42.822034] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-15T20:35:42.826935] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-15T20:35:42.828181] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-15T20:35:42.845954] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:42.875422] [DEBUG] [MAG       ] AVAL: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:42.953913] [INFO ] [LOCAL     ] BPYPO: Saved forecast.
[2025-12-15T20:35:42.953981] [INFO ] [main      ] BPYPO: Signal=1 (Conf=90.0%), Magnitude=-0.66% (Conf=46.2004%)
[2025-12-15T20:35:42.954155] [INFO ] [main      ] Fetching symbol history for ASND...
[2025-12-15T20:35:42.954206] [DEBUG] [REMOTE    ] ASND: Fetching historical data.
[2025-12-15T20:35:42.955299] [INFO ] [main      ] Progress: 69/429 forecasts completed (16.1%). BPYPO finished in 0.8s. ETA: 1m 1s. Rate: 352.80 forecasts/min
[2025-12-15T20:35:42.968768] [DEBUG] [REMOTE    ] ASND: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:42.973202] [DEBUG] [LOCAL     ] Loaded configuration for ASND: 6 features, N/A% accuracy
[2025-12-15T20:35:42.973267] [INFO ] [LOCAL     ] ASND: Loaded 6 optimal features with 54.06% confidence from JSON config
[2025-12-15T20:35:42.973298] [DEBUG] [MAG       ] Building data for symbol: ASND with lookback: 0
[2025-12-15T20:35:42.974126] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-15T20:35:42.974185] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:35:42.975869] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:35:42.976378] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:35:42.976829] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:35:42.977215] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-15T20:35:42.978245] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-15T20:35:42.979829] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:42.994959] [INFO ] [LOCAL     ] AVAL: Saved forecast.
[2025-12-15T20:35:42.995364] [INFO ] [main      ] AVAL: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=32.5049%)
[2025-12-15T20:35:42.995519] [INFO ] [main      ] Fetching symbol history for CMRE...
[2025-12-15T20:35:42.995562] [DEBUG] [REMOTE    ] CMRE: Fetching historical data.
[2025-12-15T20:35:42.997998] [INFO ] [main      ] Progress: 70/429 forecasts completed (16.3%). AVAL finished in 0.7s. ETA: 1m 0s. Rate: 356.62 forecasts/min
[2025-12-15T20:35:43.010043] [DEBUG] [REMOTE    ] CMRE: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:43.010977] [DEBUG] [LOCAL     ] Loaded configuration for CMRE: 7 features, N/A% accuracy
[2025-12-15T20:35:43.011028] [INFO ] [LOCAL     ] CMRE: Loaded 7 optimal features with 49.75% confidence from JSON config
[2025-12-15T20:35:43.011060] [DEBUG] [MAG       ] Building data for symbol: CMRE with lookback: 0
[2025-12-15T20:35:43.011875] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-15T20:35:43.011936] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:35:43.016776] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-15T20:35:43.019284] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-15T20:35:43.136009] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-15T20:35:43.138266] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-15T20:35:43.189927] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-15T20:35:43.193124] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-15T20:35:43.194314] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:43.198122] [DEBUG] [MAG       ] INTZ: Last date is validated at 2025-12-15
[2025-12-15T20:35:43.224517] [DEBUG] [MAG       ] MBX: Last date is validated at 2025-12-15
[2025-12-15T20:35:43.318741] [DEBUG] [MAG       ] ASND: Last date is validated at 2025-12-15
[2025-12-15T20:35:43.363422] [DEBUG] [MAG       ] INTZ: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:43.389054] [DEBUG] [MAG       ] MBX: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:43.440132] [INFO ] [LOCAL     ] INTZ: Saved forecast.
[2025-12-15T20:35:43.440203] [INFO ] [main      ] INTZ: Signal=1 (Conf=90.0%), Magnitude=-1.23% (Conf=39.4929%)
[2025-12-15T20:35:43.440557] [INFO ] [main      ] Fetching symbol history for BYRN...
[2025-12-15T20:35:43.440624] [DEBUG] [REMOTE    ] BYRN: Fetching historical data.
[2025-12-15T20:35:43.440667] [INFO ] [main      ] Progress: 71/429 forecasts completed (16.6%). INTZ finished in 0.7s. ETA: 1m 2s. Rate: 348.61 forecasts/min
[2025-12-15T20:35:43.454149] [DEBUG] [REMOTE    ] BYRN: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:43.455095] [DEBUG] [LOCAL     ] Loaded configuration for BYRN: 5 features, N/A% accuracy
[2025-12-15T20:35:43.455146] [INFO ] [LOCAL     ] BYRN: Loaded 5 optimal features with 52.32% confidence from JSON config
[2025-12-15T20:35:43.455192] [DEBUG] [MAG       ] Building data for symbol: BYRN with lookback: 0
[2025-12-15T20:35:43.455982] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-15T20:35:43.456042] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:35:43.460815] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:35:43.462531] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:35:43.463025] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-15T20:35:43.465393] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-15T20:35:43.483376] [DEBUG] [MAG       ] ASND: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:43.485208] [INFO ] [LOCAL     ] MBX: Saved forecast.
[2025-12-15T20:35:43.485283] [INFO ] [main      ] MBX: Signal=1 (Conf=90.0%), Magnitude=-0.88% (Conf=50.4812%)
[2025-12-15T20:35:43.485683] [INFO ] [main      ] Fetching symbol history for KURA...
[2025-12-15T20:35:43.485734] [DEBUG] [REMOTE    ] KURA: Fetching historical data.
[2025-12-15T20:35:43.485734] [INFO ] [main      ] Progress: 72/429 forecasts completed (16.8%). MBX finished in 0.7s. ETA: 1m 1s. Rate: 352.22 forecasts/min
[2025-12-15T20:35:43.500436] [DEBUG] [REMOTE    ] KURA: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:43.501493] [DEBUG] [LOCAL     ] Loaded configuration for KURA: 2 features, N/A% accuracy
[2025-12-15T20:35:43.501547] [INFO ] [LOCAL     ] KURA: Loaded 2 optimal features with 54.42% confidence from JSON config
[2025-12-15T20:35:43.501596] [DEBUG] [MAG       ] Building data for symbol: KURA with lookback: 0
[2025-12-15T20:35:43.502365] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-15T20:35:43.502423] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-15T20:35:43.504793] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:35:43.506502] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:43.516357] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:43.601405] [INFO ] [LOCAL     ] ASND: Saved forecast.
[2025-12-15T20:35:43.601471] [INFO ] [main      ] ASND: Signal=1 (Conf=90.0%), Magnitude=-3.32% (Conf=54.0567%)
[2025-12-15T20:35:43.601857] [INFO ] [main      ] Fetching symbol history for BGY...
[2025-12-15T20:35:43.601908] [DEBUG] [REMOTE    ] BGY: Fetching historical data.
[2025-12-15T20:35:43.603662] [INFO ] [main      ] Progress: 73/429 forecasts completed (17.0%). ASND finished in 0.6s. ETA: 1m 0s. Rate: 353.71 forecasts/min
[2025-12-15T20:35:43.615243] [DEBUG] [REMOTE    ] BGY: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:43.616247] [DEBUG] [LOCAL     ] Loaded configuration for BGY: 5 features, N/A% accuracy
[2025-12-15T20:35:43.616300] [INFO ] [LOCAL     ] BGY: Loaded 5 optimal features with 36.50% confidence from JSON config
[2025-12-15T20:35:43.616331] [DEBUG] [MAG       ] Building data for symbol: BGY with lookback: 0
[2025-12-15T20:35:43.617131] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-15T20:35:43.617193] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:35:43.622108] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:35:43.623939] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:35:43.624471] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:35:43.624876] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-15T20:35:43.625770] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:43.629003] [DEBUG] [MAG       ] CMRE: Last date is validated at 2025-12-15
[2025-12-15T20:35:43.796738] [DEBUG] [MAG       ] CMRE: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:43.848920] [DEBUG] [MAG       ] KURA: Last date is validated at 2025-12-15
[2025-12-15T20:35:43.861401] [DEBUG] [MAG       ] BYRN: Last date is validated at 2025-12-15
[2025-12-15T20:35:43.866080] [INFO ] [LOCAL     ] CMRE: Saved forecast.
[2025-12-15T20:35:43.866146] [INFO ] [main      ] CMRE: Signal=1 (Conf=90.0%), Magnitude=-0.37% (Conf=49.7533%)
[2025-12-15T20:35:43.866490] [INFO ] [main      ] Fetching symbol history for FOLD...
[2025-12-15T20:35:43.866539] [DEBUG] [REMOTE    ] FOLD: Fetching historical data.
[2025-12-15T20:35:43.866668] [INFO ] [main      ] Progress: 74/429 forecasts completed (17.2%). CMRE finished in 0.9s. ETA: 1m 1s. Rate: 351.10 forecasts/min
[2025-12-15T20:35:43.877993] [DEBUG] [REMOTE    ] FOLD: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:43.878896] [DEBUG] [LOCAL     ] Loaded configuration for FOLD: 4 features, N/A% accuracy
[2025-12-15T20:35:43.878952] [INFO ] [LOCAL     ] FOLD: Loaded 4 optimal features with 58.75% confidence from JSON config
[2025-12-15T20:35:43.878984] [DEBUG] [MAG       ] Building data for symbol: FOLD with lookback: 0
[2025-12-15T20:35:43.879840] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-15T20:35:43.879899] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:35:43.884712] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:35:43.886480] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:35:43.886978] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-15T20:35:43.887873] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:43.958667] [DEBUG] [MAG       ] BGY: Last date is validated at 2025-12-15
[2025-12-15T20:35:44.018108] [DEBUG] [MAG       ] KURA: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:44.032330] [DEBUG] [MAG       ] BYRN: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:44.090683] [INFO ] [LOCAL     ] KURA: Saved forecast.
[2025-12-15T20:35:44.090750] [INFO ] [main      ] KURA: Signal=1 (Conf=90.0%), Magnitude=-2.62% (Conf=54.425%)
[2025-12-15T20:35:44.091197] [INFO ] [main      ] Fetching symbol history for AZO...
[2025-12-15T20:35:44.091262] [DEBUG] [REMOTE    ] AZO: Fetching historical data.
[2025-12-15T20:35:44.091661] [INFO ] [main      ] Progress: 75/429 forecasts completed (17.5%). KURA finished in 0.6s. ETA: 1m 1s. Rate: 349.62 forecasts/min
[2025-12-15T20:35:44.103631] [DEBUG] [REMOTE    ] AZO: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:44.104677] [DEBUG] [LOCAL     ] Loaded configuration for AZO: 6 features, N/A% accuracy
[2025-12-15T20:35:44.104734] [INFO ] [LOCAL     ] AZO: Loaded 6 optimal features with 52.33% confidence from JSON config
[2025-12-15T20:35:44.104766] [DEBUG] [MAG       ] Building data for symbol: AZO with lookback: 0
[2025-12-15T20:35:44.105554] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-15T20:35:44.105637] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:35:44.110563] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:35:44.112411] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:35:44.112930] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:35:44.113371] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:35:44.113781] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-15T20:35:44.115042] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:44.125187] [DEBUG] [MAG       ] BGY: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:44.131689] [INFO ] [LOCAL     ] BYRN: Saved forecast.
[2025-12-15T20:35:44.131750] [INFO ] [main      ] BYRN: Signal=1 (Conf=90.0%), Magnitude=-7.69% (Conf=52.3208%)
[2025-12-15T20:35:44.131928] [INFO ] [main      ] Fetching symbol history for LINE...
[2025-12-15T20:35:44.131973] [DEBUG] [REMOTE    ] LINE: Fetching historical data.
[2025-12-15T20:35:44.133648] [INFO ] [main      ] Progress: 76/429 forecasts completed (17.7%). BYRN finished in 0.7s. ETA: 60.0s. Rate: 353.13 forecasts/min
[2025-12-15T20:35:44.143811] [DEBUG] [REMOTE    ] LINE: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:44.144833] [DEBUG] [LOCAL     ] Loaded configuration for LINE: 3 features, N/A% accuracy
[2025-12-15T20:35:44.144886] [INFO ] [LOCAL     ] LINE: Loaded 3 optimal features with 66.96% confidence from JSON config
[2025-12-15T20:35:44.144918] [DEBUG] [MAG       ] Building data for symbol: LINE with lookback: 0
[2025-12-15T20:35:44.145723] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-15T20:35:44.145784] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-15T20:35:44.182029] [INFO ] [LOCAL     ] BGY: Saved forecast.
[2025-12-15T20:35:44.182098] [INFO ] [main      ] BGY: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=36.4979%)
[2025-12-15T20:35:44.182257] [INFO ] [main      ] Fetching symbol history for CARS...
[2025-12-15T20:35:44.182298] [DEBUG] [REMOTE    ] CARS: Fetching historical data.
[2025-12-15T20:35:44.182992] [INFO ] [main      ] Progress: 77/429 forecasts completed (17.9%). BGY finished in 0.6s. ETA: 59.3s. Rate: 356.42 forecasts/min
[2025-12-15T20:35:44.193496] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-15T20:35:44.195615] [DEBUG] [REMOTE    ] CARS: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:44.196116] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-15T20:35:44.196596] [DEBUG] [LOCAL     ] Loaded configuration for CARS: 2 features, N/A% accuracy
[2025-12-15T20:35:44.196653] [INFO ] [LOCAL     ] CARS: Loaded 2 optimal features with 47.87% confidence from JSON config
[2025-12-15T20:35:44.196685] [DEBUG] [MAG       ] Building data for symbol: CARS with lookback: 0
[2025-12-15T20:35:44.197440] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-15T20:35:44.197497] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:35:44.197777] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:44.199238] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:35:44.199765] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:44.229855] [DEBUG] [MAG       ] FOLD: Last date is validated at 2025-12-15
[2025-12-15T20:35:44.405485] [DEBUG] [MAG       ] FOLD: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:44.465114] [DEBUG] [MAG       ] AZO: Last date is validated at 2025-12-15
[2025-12-15T20:35:44.472737] [INFO ] [LOCAL     ] FOLD: Saved forecast.
[2025-12-15T20:35:44.472804] [INFO ] [main      ] FOLD: Signal=1 (Conf=90.0%), Magnitude=9.61% (Conf=58.7518%)
[2025-12-15T20:35:44.473205] [INFO ] [main      ] Fetching symbol history for MA...
[2025-12-15T20:35:44.473257] [DEBUG] [REMOTE    ] MA: Fetching historical data.
[2025-12-15T20:35:44.473671] [INFO ] [main      ] Progress: 78/429 forecasts completed (18.2%). FOLD finished in 0.6s. ETA: 59.6s. Rate: 353.13 forecasts/min
[2025-12-15T20:35:44.485459] [DEBUG] [REMOTE    ] MA: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:44.486602] [DEBUG] [LOCAL     ] Loaded configuration for MA: 2 features, N/A% accuracy
[2025-12-15T20:35:44.486656] [INFO ] [LOCAL     ] MA: Loaded 2 optimal features with 57.44% confidence from JSON config
[2025-12-15T20:35:44.486688] [DEBUG] [MAG       ] Building data for symbol: MA with lookback: 0
[2025-12-15T20:35:44.487516] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-15T20:35:44.487593] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:35:44.492372] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-15T20:35:44.495242] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:44.536850] [DEBUG] [MAG       ] CARS: Last date is validated at 2025-12-15
[2025-12-15T20:35:44.544852] [DEBUG] [MAG       ] LINE: Last date is validated at 2025-12-15
[2025-12-15T20:35:44.631244] [DEBUG] [MAG       ] AZO: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:44.702194] [DEBUG] [MAG       ] CARS: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:44.711674] [DEBUG] [MAG       ] LINE: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:44.772556] [INFO ] [LOCAL     ] CARS: Saved forecast.
[2025-12-15T20:35:44.772646] [INFO ] [main      ] CARS: Signal=1 (Conf=90.0%), Magnitude=-2.25% (Conf=47.8687%)
[2025-12-15T20:35:44.773135] [INFO ] [main      ] Fetching symbol history for LASE...
[2025-12-15T20:35:44.773185] [DEBUG] [REMOTE    ] LASE: Fetching historical data.
[2025-12-15T20:35:44.773041] [INFO ] [main      ] Progress: 79/429 forecasts completed (18.4%). CARS finished in 0.6s. ETA: 1m 0s. Rate: 349.75 forecasts/min
[2025-12-15T20:35:44.786367] [DEBUG] [REMOTE    ] LASE: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:44.787362] [DEBUG] [LOCAL     ] Loaded configuration for LASE: 2 features, N/A% accuracy
[2025-12-15T20:35:44.787424] [INFO ] [LOCAL     ] LASE: Loaded 2 optimal features with 59.73% confidence from JSON config
[2025-12-15T20:35:44.787461] [DEBUG] [MAG       ] Building data for symbol: LASE with lookback: 0
[2025-12-15T20:35:44.788243] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-15T20:35:44.788300] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-15T20:35:44.790745] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-15T20:35:44.799803] [INFO ] [LOCAL     ] LINE: Saved forecast.
[2025-12-15T20:35:44.799868] [INFO ] [main      ] LINE: Signal=1 (Conf=90.0%), Magnitude=1.75% (Conf=66.9571%)
[2025-12-15T20:35:44.800225] [INFO ] [main      ] Fetching symbol history for CTRA...
[2025-12-15T20:35:44.800275] [DEBUG] [REMOTE    ] CTRA: Fetching historical data.
[2025-12-15T20:35:44.800654] [INFO ] [main      ] Progress: 80/429 forecasts completed (18.6%). LINE finished in 0.7s. ETA: 59.2s. Rate: 353.46 forecasts/min
[2025-12-15T20:35:44.813132] [DEBUG] [REMOTE    ] CTRA: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:44.814063] [DEBUG] [LOCAL     ] Loaded configuration for CTRA: 9 features, N/A% accuracy
[2025-12-15T20:35:44.814113] [INFO ] [LOCAL     ] CTRA: Loaded 9 optimal features with 46.89% confidence from JSON config
[2025-12-15T20:35:44.814143] [DEBUG] [MAG       ] Building data for symbol: CTRA with lookback: 0
[2025-12-15T20:35:44.814946] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-15T20:35:44.815008] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:35:44.819840] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:35:44.821606] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:35:44.822112] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:35:44.822535] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-15T20:35:44.823442] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-15T20:35:44.824120] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-15T20:35:44.828275] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-15T20:35:44.829486] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:44.829614] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-15T20:35:44.830293] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:44.843481] [DEBUG] [MAG       ] MA: Last date is validated at 2025-12-15
[2025-12-15T20:35:44.854389] [INFO ] [LOCAL     ] AZO: Saved forecast.
[2025-12-15T20:35:44.854463] [INFO ] [main      ] AZO: Signal=1 (Conf=90.0%), Magnitude=-1.60% (Conf=52.3278%)
[2025-12-15T20:35:44.854917] [INFO ] [main      ] Fetching symbol history for PHK...
[2025-12-15T20:35:44.854975] [DEBUG] [REMOTE    ] PHK: Fetching historical data.
[2025-12-15T20:35:44.855670] [INFO ] [main      ] Progress: 81/429 forecasts completed (18.9%). AZO finished in 0.8s. ETA: 58.6s. Rate: 356.44 forecasts/min
[2025-12-15T20:35:44.866417] [DEBUG] [REMOTE    ] PHK: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:44.867871] [DEBUG] [LOCAL     ] Loaded configuration for PHK: 3 features, N/A% accuracy
[2025-12-15T20:35:44.867929] [INFO ] [LOCAL     ] PHK: Loaded 3 optimal features with 26.52% confidence from JSON config
[2025-12-15T20:35:44.867961] [DEBUG] [MAG       ] Building data for symbol: PHK with lookback: 0
[2025-12-15T20:35:44.868745] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-15T20:35:44.868803] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:35:44.873531] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-15T20:35:44.874346] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-15T20:35:44.876568] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:45.017855] [DEBUG] [MAG       ] MA: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:45.168196] [DEBUG] [MAG       ] CTRA: Last date is validated at 2025-12-15
[2025-12-15T20:35:45.173183] [INFO ] [LOCAL     ] MA: Saved forecast.
[2025-12-15T20:35:45.173262] [INFO ] [main      ] MA: Signal=1 (Conf=90.0%), Magnitude=0.38% (Conf=57.4444%)
[2025-12-15T20:35:45.173660] [INFO ] [main      ] Fetching symbol history for ISSC...
[2025-12-15T20:35:45.173712] [DEBUG] [REMOTE    ] ISSC: Fetching historical data.
[2025-12-15T20:35:45.173680] [INFO ] [main      ] Progress: 82/429 forecasts completed (19.1%). MA finished in 0.7s. ETA: 59.0s. Rate: 352.61 forecasts/min
[2025-12-15T20:35:45.187221] [DEBUG] [REMOTE    ] ISSC: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:45.187670] [DEBUG] [MAG       ] LASE: Last date is validated at 2025-12-15
[2025-12-15T20:35:45.188235] [DEBUG] [LOCAL     ] Loaded configuration for ISSC: 3 features, N/A% accuracy
[2025-12-15T20:35:45.188308] [INFO ] [LOCAL     ] ISSC: Loaded 3 optimal features with 70.26% confidence from JSON config
[2025-12-15T20:35:45.188347] [DEBUG] [MAG       ] Building data for symbol: ISSC with lookback: 0
[2025-12-15T20:35:45.189263] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-15T20:35:45.189336] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:35:45.194786] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-15T20:35:45.230403] [DEBUG] [MAG       ] PHK: Last date is validated at 2025-12-15
[2025-12-15T20:35:45.238064] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-15T20:35:45.240943] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:45.341886] [DEBUG] [MAG       ] CTRA: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:45.366477] [DEBUG] [MAG       ] LASE: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:45.408379] [DEBUG] [MAG       ] PHK: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:45.429473] [INFO ] [LOCAL     ] CTRA: Saved forecast.
[2025-12-15T20:35:45.429546] [INFO ] [main      ] CTRA: Signal=1 (Conf=90.0%), Magnitude=1.59% (Conf=46.8873%)
[2025-12-15T20:35:45.429732] [INFO ] [main      ] Fetching symbol history for PRGS...
[2025-12-15T20:35:45.429778] [DEBUG] [REMOTE    ] PRGS: Fetching historical data.
[2025-12-15T20:35:45.431000] [INFO ] [main      ] Progress: 83/429 forecasts completed (19.3%). CTRA finished in 0.6s. ETA: 59.2s. Rate: 350.45 forecasts/min
[2025-12-15T20:35:45.440664] [INFO ] [LOCAL     ] LASE: Saved forecast.
[2025-12-15T20:35:45.440738] [INFO ] [main      ] LASE: Signal=1 (Conf=90.0%), Magnitude=-14.24% (Conf=59.7292%)
[2025-12-15T20:35:45.440898] [INFO ] [main      ] Fetching symbol history for FUND...
[2025-12-15T20:35:45.440947] [DEBUG] [REMOTE    ] FUND: Fetching historical data.
[2025-12-15T20:35:45.442294] [INFO ] [main      ] Progress: 84/429 forecasts completed (19.6%). LASE finished in 0.7s. ETA: 58.4s. Rate: 354.39 forecasts/min
[2025-12-15T20:35:45.442651] [DEBUG] [REMOTE    ] PRGS: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:45.443490] [DEBUG] [LOCAL     ] Loaded configuration for PRGS: 2 features, N/A% accuracy
[2025-12-15T20:35:45.443540] [INFO ] [LOCAL     ] PRGS: Loaded 2 optimal features with 56.51% confidence from JSON config
[2025-12-15T20:35:45.443591] [DEBUG] [MAG       ] Building data for symbol: PRGS with lookback: 0
[2025-12-15T20:35:45.444390] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-15T20:35:45.444448] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-15T20:35:45.445387] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-15T20:35:45.453388] [DEBUG] [REMOTE    ] FUND: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:45.454205] [DEBUG] [LOCAL     ] Loaded configuration for FUND: 0 features, N/A% accuracy
[2025-12-15T20:35:45.454263] [INFO ] [LOCAL     ] FUND: Loaded 0 optimal features with 39.62% confidence from JSON config
[2025-12-15T20:35:45.454300] [DEBUG] [MAG       ] Building data for symbol: FUND with lookback: 0
[2025-12-15T20:35:45.455098] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-15T20:35:45.465692] [INFO ] [LOCAL     ] PHK: Saved forecast.
[2025-12-15T20:35:45.465753] [INFO ] [main      ] PHK: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=26.5154%)
[2025-12-15T20:35:45.466129] [INFO ] [main      ] Progress: 85/429 forecasts completed (19.8%). PHK finished in 0.6s. ETA: 57.7s. Rate: 358.01 forecasts/min
[2025-12-15T20:35:45.466274] [INFO ] [main      ] Fetching symbol history for TGLS...
[2025-12-15T20:35:45.466318] [DEBUG] [REMOTE    ] TGLS: Fetching historical data.
[2025-12-15T20:35:45.477891] [DEBUG] [REMOTE    ] TGLS: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:45.478744] [DEBUG] [LOCAL     ] Loaded configuration for TGLS: 8 features, N/A% accuracy
[2025-12-15T20:35:45.478797] [INFO ] [LOCAL     ] TGLS: Loaded 8 optimal features with 53.00% confidence from JSON config
[2025-12-15T20:35:45.478830] [DEBUG] [MAG       ] Building data for symbol: TGLS with lookback: 0
[2025-12-15T20:35:45.479707] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-15T20:35:45.479773] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:35:45.481499] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:35:45.482029] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:35:45.482495] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:35:45.482920] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-15T20:35:45.483719] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-15T20:35:45.556405] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:45.579222] [DEBUG] [MAG       ] ISSC: Last date is validated at 2025-12-15
[2025-12-15T20:35:45.596387] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-15T20:35:45.675543] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-15T20:35:45.678569] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:45.742900] [DEBUG] [MAG       ] ISSC: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:45.793865] [DEBUG] [MAG       ] FUND: Last date is validated at 2025-12-15
[2025-12-15T20:35:45.818780] [INFO ] [LOCAL     ] ISSC: Saved forecast.
[2025-12-15T20:35:45.818846] [INFO ] [main      ] ISSC: Signal=1 (Conf=90.0%), Magnitude=-2.24% (Conf=70.2555%)
[2025-12-15T20:35:45.819309] [INFO ] [main      ] Fetching symbol history for LMBS...
[2025-12-15T20:35:45.819367] [DEBUG] [REMOTE    ] LMBS: Fetching historical data.
[2025-12-15T20:35:45.819671] [INFO ] [main      ] Progress: 86/429 forecasts completed (20.0%). ISSC finished in 0.6s. ETA: 58.2s. Rate: 353.45 forecasts/min
[2025-12-15T20:35:45.833937] [DEBUG] [REMOTE    ] LMBS: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:45.834967] [DEBUG] [LOCAL     ] Loaded configuration for LMBS: 4 features, N/A% accuracy
[2025-12-15T20:35:45.835023] [INFO ] [LOCAL     ] LMBS: Loaded 4 optimal features with 46.91% confidence from JSON config
[2025-12-15T20:35:45.835056] [DEBUG] [MAG       ] Building data for symbol: LMBS with lookback: 0
[2025-12-15T20:35:45.835891] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-15T20:35:45.835962] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:35:45.840689] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:35:45.842484] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:35:45.843009] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:35:45.843399] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:45.895612] [DEBUG] [MAG       ] PRGS: Last date is validated at 2025-12-15
[2025-12-15T20:35:45.969487] [DEBUG] [MAG       ] FUND: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:46.020676] [INFO ] [LOCAL     ] FUND: Saved forecast.
[2025-12-15T20:35:46.020746] [INFO ] [main      ] FUND: Signal=1 (Conf=90.0%), Magnitude=0.05% (Conf=39.6219%)
[2025-12-15T20:35:46.021114] [INFO ] [main      ] Fetching symbol history for TMCI...
[2025-12-15T20:35:46.021166] [DEBUG] [REMOTE    ] TMCI: Fetching historical data.
[2025-12-15T20:35:46.022660] [INFO ] [main      ] Progress: 87/429 forecasts completed (20.3%). FUND finished in 0.6s. ETA: 58.2s. Rate: 352.66 forecasts/min
[2025-12-15T20:35:46.023802] [DEBUG] [MAG       ] TGLS: Last date is validated at 2025-12-15
[2025-12-15T20:35:46.035011] [DEBUG] [REMOTE    ] TMCI: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:46.035886] [DEBUG] [LOCAL     ] Loaded configuration for TMCI: 4 features, N/A% accuracy
[2025-12-15T20:35:46.035944] [INFO ] [LOCAL     ] TMCI: Loaded 4 optimal features with 49.26% confidence from JSON config
[2025-12-15T20:35:46.035977] [DEBUG] [MAG       ] Building data for symbol: TMCI with lookback: 0
[2025-12-15T20:35:46.036794] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-15T20:35:46.037174] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:35:46.042189] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:35:46.044117] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:35:46.044685] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:35:46.045085] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:46.069719] [DEBUG] [MAG       ] PRGS: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:46.160003] [INFO ] [LOCAL     ] PRGS: Saved forecast.
[2025-12-15T20:35:46.160072] [INFO ] [main      ] PRGS: Signal=1 (Conf=90.0%), Magnitude=-3.34% (Conf=56.5095%)
[2025-12-15T20:35:46.160683] [INFO ] [main      ] Fetching symbol history for DVAX...
[2025-12-15T20:35:46.160732] [DEBUG] [REMOTE    ] DVAX: Fetching historical data.
[2025-12-15T20:35:46.162671] [INFO ] [main      ] Progress: 88/429 forecasts completed (20.5%). PRGS finished in 0.7s. ETA: 57.9s. Rate: 353.37 forecasts/min
[2025-12-15T20:35:46.173488] [DEBUG] [REMOTE    ] DVAX: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:46.174669] [DEBUG] [LOCAL     ] Loaded configuration for DVAX: 5 features, N/A% accuracy
[2025-12-15T20:35:46.174724] [INFO ] [LOCAL     ] DVAX: Loaded 5 optimal features with 44.47% confidence from JSON config
[2025-12-15T20:35:46.174755] [DEBUG] [MAG       ] Building data for symbol: DVAX with lookback: 0
[2025-12-15T20:35:46.175548] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-15T20:35:46.175630] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:35:46.180514] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:35:46.182356] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:35:46.182881] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:35:46.183320] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:35:46.183264] [DEBUG] [MAG       ] LMBS: Last date is validated at 2025-12-15
[2025-12-15T20:35:46.183726] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:46.190876] [DEBUG] [MAG       ] TGLS: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:46.300230] [INFO ] [LOCAL     ] TGLS: Saved forecast.
[2025-12-15T20:35:46.300314] [INFO ] [main      ] TGLS: Signal=1 (Conf=90.0%), Magnitude=-2.01% (Conf=53.0028%)
[2025-12-15T20:35:46.300751] [INFO ] [main      ] Progress: 89/429 forecasts completed (20.7%). TGLS finished in 0.8s. ETA: 57.6s. Rate: 354.11 forecasts/min
[2025-12-15T20:35:46.300909] [INFO ] [main      ] Fetching symbol history for CADL...
[2025-12-15T20:35:46.300968] [DEBUG] [REMOTE    ] CADL: Fetching historical data.
[2025-12-15T20:35:46.316646] [DEBUG] [REMOTE    ] CADL: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:46.318042] [DEBUG] [LOCAL     ] Loaded configuration for CADL: 5 features, N/A% accuracy
[2025-12-15T20:35:46.318112] [INFO ] [LOCAL     ] CADL: Loaded 5 optimal features with 55.01% confidence from JSON config
[2025-12-15T20:35:46.318158] [DEBUG] [MAG       ] Building data for symbol: CADL with lookback: 0
[2025-12-15T20:35:46.319240] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-15T20:35:46.319331] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:35:46.321333] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:35:46.321995] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-15T20:35:46.325177] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-15T20:35:46.326260] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-15T20:35:46.345273] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:46.346009] [DEBUG] [MAG       ] LMBS: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:46.390292] [DEBUG] [MAG       ] TMCI: Last date is validated at 2025-12-15
[2025-12-15T20:35:46.404417] [INFO ] [LOCAL     ] LMBS: Saved forecast.
[2025-12-15T20:35:46.404490] [INFO ] [main      ] LMBS: Signal=1 (Conf=90.0%), Magnitude=0.03% (Conf=46.9091%)
[2025-12-15T20:35:46.404694] [INFO ] [main      ] Fetching symbol history for CODA...
[2025-12-15T20:35:46.404738] [DEBUG] [REMOTE    ] CODA: Fetching historical data.
[2025-12-15T20:35:46.405808] [INFO ] [main      ] Progress: 90/429 forecasts completed (21.0%). LMBS finished in 0.6s. ETA: 57.2s. Rate: 355.61 forecasts/min
[2025-12-15T20:35:46.415670] [DEBUG] [REMOTE    ] CODA: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:46.416736] [DEBUG] [LOCAL     ] Loaded configuration for CODA: 6 features, N/A% accuracy
[2025-12-15T20:35:46.416788] [INFO ] [LOCAL     ] CODA: Loaded 6 optimal features with 51.95% confidence from JSON config
[2025-12-15T20:35:46.416819] [DEBUG] [MAG       ] Building data for symbol: CODA with lookback: 0
[2025-12-15T20:35:46.417605] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-15T20:35:46.417666] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:35:46.422521] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-15T20:35:46.423385] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-15T20:35:46.425842] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-15T20:35:46.503783] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-15T20:35:46.505480] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-15T20:35:46.506755] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:46.537761] [DEBUG] [MAG       ] DVAX: Last date is validated at 2025-12-15
[2025-12-15T20:35:46.565131] [DEBUG] [MAG       ] TMCI: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:46.634004] [INFO ] [LOCAL     ] TMCI: Saved forecast.
[2025-12-15T20:35:46.634078] [INFO ] [main      ] TMCI: Signal=1 (Conf=90.0%), Magnitude=12.78% (Conf=49.2561%)
[2025-12-15T20:35:46.634238] [INFO ] [main      ] Fetching symbol history for HIFS...
[2025-12-15T20:35:46.634281] [DEBUG] [REMOTE    ] HIFS: Fetching historical data.
[2025-12-15T20:35:46.634927] [INFO ] [main      ] Progress: 91/429 forecasts completed (21.2%). TMCI finished in 0.6s. ETA: 57.3s. Rate: 354.22 forecasts/min
[2025-12-15T20:35:46.647708] [DEBUG] [REMOTE    ] HIFS: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:46.648603] [DEBUG] [LOCAL     ] Loaded configuration for HIFS: 9 features, N/A% accuracy
[2025-12-15T20:35:46.648654] [INFO ] [LOCAL     ] HIFS: Loaded 9 optimal features with 58.59% confidence from JSON config
[2025-12-15T20:35:46.648684] [DEBUG] [MAG       ] Building data for symbol: HIFS with lookback: 0
[2025-12-15T20:35:46.649483] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-15T20:35:46.649548] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:35:46.654530] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:35:46.656333] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:35:46.656845] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:35:46.657245] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-15T20:35:46.658000] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-15T20:35:46.658825] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-15T20:35:46.690098] [DEBUG] [MAG       ] CADL: Last date is validated at 2025-12-15
[2025-12-15T20:35:46.709098] [DEBUG] [MAG       ] DVAX: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:46.772520] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-15T20:35:46.776066] [INFO ] [LOCAL     ] DVAX: Saved forecast.
[2025-12-15T20:35:46.776136] [INFO ] [main      ] DVAX: Signal=1 (Conf=90.0%), Magnitude=1.41% (Conf=44.465%)
[2025-12-15T20:35:46.776493] [INFO ] [main      ] Fetching symbol history for SQNS...
[2025-12-15T20:35:46.776546] [DEBUG] [REMOTE    ] SQNS: Fetching historical data.
[2025-12-15T20:35:46.776653] [INFO ] [main      ] Progress: 92/429 forecasts completed (21.4%). DVAX finished in 0.6s. ETA: 57.0s. Rate: 354.85 forecasts/min
[2025-12-15T20:35:46.788228] [DEBUG] [REMOTE    ] SQNS: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:46.789473] [DEBUG] [LOCAL     ] Loaded configuration for SQNS: 9 features, N/A% accuracy
[2025-12-15T20:35:46.789527] [INFO ] [LOCAL     ] SQNS: Loaded 9 optimal features with 41.06% confidence from JSON config
[2025-12-15T20:35:46.789558] [DEBUG] [MAG       ] Building data for symbol: SQNS with lookback: 0
[2025-12-15T20:35:46.790408] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-15T20:35:46.790472] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:35:46.795293] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:35:46.797159] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:35:46.797676] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:35:46.798066] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-15T20:35:46.798933] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-15T20:35:46.801447] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-15T20:35:46.812960] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-15T20:35:46.816058] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:46.855970] [DEBUG] [MAG       ] CODA: Last date is validated at 2025-12-15
[2025-12-15T20:35:46.856877] [DEBUG] [MAG       ] CADL: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:46.915159] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-15T20:35:46.916396] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-15T20:35:46.917861] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:46.945029] [INFO ] [LOCAL     ] CADL: Saved forecast.
[2025-12-15T20:35:46.945102] [INFO ] [main      ] CADL: Signal=1 (Conf=90.0%), Magnitude=-10.54% (Conf=55.0055%)
[2025-12-15T20:35:46.945456] [INFO ] [main      ] Fetching symbol history for VOC...
[2025-12-15T20:35:46.945507] [DEBUG] [REMOTE    ] VOC: Fetching historical data.
[2025-12-15T20:35:46.946658] [INFO ] [main      ] Progress: 93/429 forecasts completed (21.7%). CADL finished in 0.6s. ETA: 56.8s. Rate: 354.83 forecasts/min
[2025-12-15T20:35:46.956989] [DEBUG] [REMOTE    ] VOC: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:46.957902] [DEBUG] [LOCAL     ] Loaded configuration for VOC: 1 features, N/A% accuracy
[2025-12-15T20:35:46.957959] [INFO ] [LOCAL     ] VOC: Loaded 1 optimal features with 43.92% confidence from JSON config
[2025-12-15T20:35:46.957990] [DEBUG] [MAG       ] Building data for symbol: VOC with lookback: 0
[2025-12-15T20:35:46.958772] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-15T20:35:46.958829] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:35:46.963562] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:47.020555] [DEBUG] [MAG       ] CODA: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:47.092732] [INFO ] [LOCAL     ] CODA: Saved forecast.
[2025-12-15T20:35:47.092818] [INFO ] [main      ] CODA: Signal=1 (Conf=90.0%), Magnitude=1.91% (Conf=51.9456%)
[2025-12-15T20:35:47.093177] [INFO ] [main      ] Progress: 94/429 forecasts completed (21.9%). CODA finished in 0.7s. ETA: 56.6s. Rate: 355.33 forecasts/min
[2025-12-15T20:35:47.093304] [INFO ] [main      ] Fetching symbol history for HWH...
[2025-12-15T20:35:47.093348] [DEBUG] [REMOTE    ] HWH: Fetching historical data.
[2025-12-15T20:35:47.105469] [DEBUG] [REMOTE    ] HWH: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:47.106768] [DEBUG] [LOCAL     ] Loaded configuration for HWH: 3 features, N/A% accuracy
[2025-12-15T20:35:47.106826] [INFO ] [LOCAL     ] HWH: Loaded 3 optimal features with 36.71% confidence from JSON config
[2025-12-15T20:35:47.106858] [DEBUG] [MAG       ] Building data for symbol: HWH with lookback: 0
[2025-12-15T20:35:47.107727] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-15T20:35:47.107800] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:35:47.113402] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-15T20:35:47.114463] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-15T20:35:47.119205] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:47.153113] [DEBUG] [MAG       ] HIFS: Last date is validated at 2025-12-15
[2025-12-15T20:35:47.260288] [DEBUG] [MAG       ] SQNS: Last date is validated at 2025-12-15
[2025-12-15T20:35:47.305832] [DEBUG] [MAG       ] VOC: Last date is validated at 2025-12-15
[2025-12-15T20:35:47.324867] [DEBUG] [MAG       ] HIFS: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:47.432450] [DEBUG] [MAG       ] SQNS: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:47.474696] [DEBUG] [MAG       ] HWH: Last date is validated at 2025-12-15
[2025-12-15T20:35:47.475673] [DEBUG] [MAG       ] VOC: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:47.487705] [INFO ] [LOCAL     ] HIFS: Saved forecast.
[2025-12-15T20:35:47.487774] [INFO ] [main      ] HIFS: Signal=1 (Conf=90.0%), Magnitude=1.69% (Conf=58.5888%)
[2025-12-15T20:35:47.488140] [INFO ] [main      ] Fetching symbol history for KBWY...
[2025-12-15T20:35:47.488192] [DEBUG] [REMOTE    ] KBWY: Fetching historical data.
[2025-12-15T20:35:47.489679] [INFO ] [main      ] Progress: 95/429 forecasts completed (22.1%). HIFS finished in 0.9s. ETA: 57.2s. Rate: 350.36 forecasts/min
[2025-12-15T20:35:47.502280] [DEBUG] [REMOTE    ] KBWY: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:47.503194] [DEBUG] [LOCAL     ] Loaded configuration for KBWY: 1 features, N/A% accuracy
[2025-12-15T20:35:47.503246] [INFO ] [LOCAL     ] KBWY: Loaded 1 optimal features with 53.29% confidence from JSON config
[2025-12-15T20:35:47.503278] [DEBUG] [MAG       ] Building data for symbol: KBWY with lookback: 0
[2025-12-15T20:35:47.504104] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-15T20:35:47.504162] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-15T20:35:47.506293] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:47.532449] [INFO ] [LOCAL     ] VOC: Saved forecast.
[2025-12-15T20:35:47.532520] [INFO ] [main      ] VOC: Signal=1 (Conf=90.0%), Magnitude=-1.65% (Conf=43.918%)
[2025-12-15T20:35:47.532909] [INFO ] [main      ] Fetching symbol history for ESTA...
[2025-12-15T20:35:47.532962] [DEBUG] [REMOTE    ] ESTA: Fetching historical data.
[2025-12-15T20:35:47.534656] [INFO ] [main      ] Progress: 96/429 forecasts completed (22.4%). VOC finished in 0.6s. ETA: 56.6s. Rate: 353.07 forecasts/min
[2025-12-15T20:35:47.547616] [DEBUG] [REMOTE    ] ESTA: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:47.548749] [DEBUG] [LOCAL     ] Loaded configuration for ESTA: 5 features, N/A% accuracy
[2025-12-15T20:35:47.548802] [INFO ] [LOCAL     ] ESTA: Loaded 5 optimal features with 49.92% confidence from JSON config
[2025-12-15T20:35:47.548834] [DEBUG] [MAG       ] Building data for symbol: ESTA with lookback: 0
[2025-12-15T20:35:47.549676] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-15T20:35:47.549738] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:35:47.551441] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:35:47.551988] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:35:47.552409] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-15T20:35:47.553329] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-15T20:35:47.584909] [INFO ] [LOCAL     ] SQNS: Saved forecast.
[2025-12-15T20:35:47.584977] [INFO ] [main      ] SQNS: Signal=1 (Conf=90.0%), Magnitude=-1.59% (Conf=41.0619%)
[2025-12-15T20:35:47.585383] [INFO ] [main      ] Fetching symbol history for NUVL...
[2025-12-15T20:35:47.585446] [DEBUG] [REMOTE    ] NUVL: Fetching historical data.
[2025-12-15T20:35:47.586632] [INFO ] [main      ] Progress: 97/429 forecasts completed (22.6%). SQNS finished in 0.8s. ETA: 56.0s. Rate: 355.62 forecasts/min
[2025-12-15T20:35:47.597570] [DEBUG] [REMOTE    ] NUVL: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:47.599268] [DEBUG] [LOCAL     ] Loaded configuration for NUVL: 7 features, N/A% accuracy
[2025-12-15T20:35:47.599334] [INFO ] [LOCAL     ] NUVL: Loaded 7 optimal features with 56.87% confidence from JSON config
[2025-12-15T20:35:47.599374] [DEBUG] [MAG       ] Building data for symbol: NUVL with lookback: 0
[2025-12-15T20:35:47.600177] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-15T20:35:47.600240] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:35:47.602006] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:35:47.602546] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:35:47.602969] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:47.603046] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:35:47.603476] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-15T20:35:47.604478] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-15T20:35:47.645661] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-15T20:35:47.654500] [DEBUG] [MAG       ] HWH: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:47.696854] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:47.731758] [INFO ] [LOCAL     ] HWH: Saved forecast.
[2025-12-15T20:35:47.731825] [INFO ] [main      ] HWH: Signal=1 (Conf=90.0%), Magnitude=-6.64% (Conf=36.7107%)
[2025-12-15T20:35:47.732182] [INFO ] [main      ] Fetching symbol history for GTES...
[2025-12-15T20:35:47.732234] [DEBUG] [REMOTE    ] GTES: Fetching historical data.
[2025-12-15T20:35:47.733651] [INFO ] [main      ] Progress: 98/429 forecasts completed (22.8%). HWH finished in 0.6s. ETA: 55.8s. Rate: 356.08 forecasts/min
[2025-12-15T20:35:47.744254] [DEBUG] [REMOTE    ] GTES: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:47.745330] [DEBUG] [LOCAL     ] Loaded configuration for GTES: 2 features, N/A% accuracy
[2025-12-15T20:35:47.745396] [INFO ] [LOCAL     ] GTES: Loaded 2 optimal features with 47.82% confidence from JSON config
[2025-12-15T20:35:47.745434] [DEBUG] [MAG       ] Building data for symbol: GTES with lookback: 0
[2025-12-15T20:35:47.746282] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-15T20:35:47.746342] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:35:47.751458] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-15T20:35:47.832348] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:47.856750] [DEBUG] [MAG       ] KBWY: Last date is validated at 2025-12-15
[2025-12-15T20:35:47.945992] [DEBUG] [MAG       ] ESTA: Last date is validated at 2025-12-15
[2025-12-15T20:35:48.033903] [DEBUG] [MAG       ] KBWY: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:48.046594] [DEBUG] [MAG       ] NUVL: Last date is validated at 2025-12-15
[2025-12-15T20:35:48.090264] [INFO ] [LOCAL     ] KBWY: Saved forecast.
[2025-12-15T20:35:48.090339] [INFO ] [main      ] KBWY: Signal=1 (Conf=90.0%), Magnitude=0.54% (Conf=53.2943%)
[2025-12-15T20:35:48.090723] [INFO ] [main      ] Progress: 99/429 forecasts completed (23.1%). KBWY finished in 0.6s. ETA: 56.2s. Rate: 352.10 forecasts/min
[2025-12-15T20:35:48.090849] [INFO ] [main      ] Fetching symbol history for APLD...
[2025-12-15T20:35:48.090901] [DEBUG] [REMOTE    ] APLD: Fetching historical data.
[2025-12-15T20:35:48.104110] [DEBUG] [REMOTE    ] APLD: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:48.104969] [DEBUG] [LOCAL     ] Loaded configuration for APLD: 5 features, N/A% accuracy
[2025-12-15T20:35:48.105020] [INFO ] [LOCAL     ] APLD: Loaded 5 optimal features with 47.19% confidence from JSON config
[2025-12-15T20:35:48.105050] [DEBUG] [MAG       ] Building data for symbol: APLD with lookback: 0
[2025-12-15T20:35:48.105854] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-15T20:35:48.105915] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:35:48.110822] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-15T20:35:48.112711] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-15T20:35:48.114023] [DEBUG] [MAG       ] ESTA: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:48.161941] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-15T20:35:48.162790] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-15T20:35:48.164063] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:48.190224] [DEBUG] [MAG       ] GTES: Last date is validated at 2025-12-15
[2025-12-15T20:35:48.214208] [DEBUG] [MAG       ] NUVL: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:48.214360] [INFO ] [LOCAL     ] ESTA: Saved forecast.
[2025-12-15T20:35:48.214417] [INFO ] [main      ] ESTA: Signal=1 (Conf=90.0%), Magnitude=2.56% (Conf=49.9198%)
[2025-12-15T20:35:48.214804] [INFO ] [main      ] Fetching symbol history for TBIL...
[2025-12-15T20:35:48.214857] [DEBUG] [REMOTE    ] TBIL: Fetching historical data.
[2025-12-15T20:35:48.216661] [INFO ] [main      ] Progress: 100/429 forecasts completed (23.3%). ESTA finished in 0.7s. ETA: 55.9s. Rate: 353.02 forecasts/min
[2025-12-15T20:35:48.229792] [DEBUG] [REMOTE    ] TBIL: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:48.230681] [DEBUG] [LOCAL     ] Loaded configuration for TBIL: 50 features, N/A% accuracy
[2025-12-15T20:35:48.230740] [INFO ] [LOCAL     ] TBIL: Loaded 50 optimal features with 14.41% confidence from JSON config
[2025-12-15T20:35:48.230774] [DEBUG] [MAG       ] Building data for symbol: TBIL with lookback: 0
[2025-12-15T20:35:48.231524] [DEBUG] [FEATURES  ] DataBuilder: Executing 50 feature methods.
[2025-12-15T20:35:48.231639] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:35:48.236624] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:35:48.238423] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:35:48.238949] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:35:48.240262] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:35:48.240748] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-15T20:35:48.241608] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-15T20:35:48.242456] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-15T20:35:48.245050] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-15T20:35:48.327017] [INFO ] [LOCAL     ] NUVL: Saved forecast.
[2025-12-15T20:35:48.327082] [INFO ] [main      ] NUVL: Signal=1 (Conf=90.0%), Magnitude=-3.02% (Conf=56.8748%)
[2025-12-15T20:35:48.327424] [INFO ] [main      ] Fetching symbol history for ZETA...
[2025-12-15T20:35:48.327473] [DEBUG] [REMOTE    ] ZETA: Fetching historical data.
[2025-12-15T20:35:48.327663] [INFO ] [main      ] Progress: 101/429 forecasts completed (23.5%). NUVL finished in 0.7s. ETA: 55.6s. Rate: 354.24 forecasts/min
[2025-12-15T20:35:48.339606] [DEBUG] [REMOTE    ] ZETA: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:48.340668] [DEBUG] [LOCAL     ] Loaded configuration for ZETA: 5 features, N/A% accuracy
[2025-12-15T20:35:48.340719] [INFO ] [LOCAL     ] ZETA: Loaded 5 optimal features with 46.00% confidence from JSON config
[2025-12-15T20:35:48.340751] [DEBUG] [MAG       ] Building data for symbol: ZETA with lookback: 0
[2025-12-15T20:35:48.341509] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-15T20:35:48.341570] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-15T20:35:48.342420] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-15T20:35:48.356975] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-15T20:35:48.359048] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-15T20:35:48.366775] [DEBUG] [MAG       ] GTES: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:48.398410] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-15T20:35:48.399737] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-15T20:35:48.442164] [INFO ] [LOCAL     ] GTES: Saved forecast.
[2025-12-15T20:35:48.442232] [INFO ] [main      ] GTES: Signal=1 (Conf=90.0%), Magnitude=1.97% (Conf=47.8169%)
[2025-12-15T20:35:48.442626] [INFO ] [main      ] Fetching symbol history for NFLX...
[2025-12-15T20:35:48.442678] [DEBUG] [REMOTE    ] NFLX: Fetching historical data.
[2025-12-15T20:35:48.442656] [INFO ] [main      ] Progress: 102/429 forecasts completed (23.8%). GTES finished in 0.7s. ETA: 55.2s. Rate: 355.36 forecasts/min
[2025-12-15T20:35:48.446191] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-15T20:35:48.447384] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-15T20:35:48.448825] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-15T20:35:48.454016] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-15T20:35:48.454702] [DEBUG] [REMOTE    ] NFLX: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:48.455598] [DEBUG] [LOCAL     ] Loaded configuration for NFLX: 6 features, N/A% accuracy
[2025-12-15T20:35:48.455653] [INFO ] [LOCAL     ] NFLX: Loaded 6 optimal features with 70.18% confidence from JSON config
[2025-12-15T20:35:48.455685] [DEBUG] [MAG       ] Building data for symbol: NFLX with lookback: 0
[2025-12-15T20:35:48.456519] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-15T20:35:48.456610] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:35:48.461684] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:35:48.463590] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:35:48.464093] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-15T20:35:48.465050] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-15T20:35:48.467394] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-15T20:35:48.468892] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:48.494429] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-15T20:35:48.495404] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-15T20:35:48.507288] [DEBUG] [MAG       ] APLD: Last date is validated at 2025-12-15
[2025-12-15T20:35:48.537306] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-15T20:35:48.538342] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-15T20:35:48.540478] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-15T20:35:48.543658] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-15T20:35:48.544928] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-15T20:35:48.547265] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-15T20:35:48.548110] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-15T20:35:48.553155] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-15T20:35:48.554503] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-15T20:35:48.556016] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-15T20:35:48.557768] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-15T20:35:48.561042] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-15T20:35:48.561813] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-15T20:35:48.562609] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-15T20:35:48.564968] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-15T20:35:48.566217] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-15T20:35:48.567037] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-15T20:35:48.567816] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-12-15T20:35:48.568611] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-15T20:35:48.571810] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-15T20:35:48.572719] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:48.573674] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-15T20:35:48.580438] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-15T20:35:48.582927] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-15T20:35:48.587327] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-15T20:35:48.607833] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-15T20:35:48.609244] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-15T20:35:48.611191] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-15T20:35:48.612057] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-15T20:35:48.613975] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-15T20:35:48.615781] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-15T20:35:48.616833] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-15T20:35:48.618210] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-15T20:35:48.620732] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-15T20:35:48.622521] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-15T20:35:48.624604] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:48.681079] [DEBUG] [MAG       ] APLD: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:48.795425] [DEBUG] [MAG       ] NFLX: Last date is validated at 2025-12-15
[2025-12-15T20:35:48.875601] [INFO ] [LOCAL     ] APLD: Saved forecast.
[2025-12-15T20:35:48.875673] [INFO ] [main      ] APLD: Signal=1 (Conf=90.0%), Magnitude=-18.47% (Conf=47.1878%)
[2025-12-15T20:35:48.876053] [INFO ] [main      ] Progress: 103/429 forecasts completed (24.0%). APLD finished in 0.8s. ETA: 55.9s. Rate: 350.03 forecasts/min
[2025-12-15T20:35:48.876180] [INFO ] [main      ] Fetching symbol history for KPRX...
[2025-12-15T20:35:48.876222] [DEBUG] [REMOTE    ] KPRX: Fetching historical data.
[2025-12-15T20:35:48.889986] [DEBUG] [REMOTE    ] KPRX: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:48.891122] [DEBUG] [LOCAL     ] Loaded configuration for KPRX: 3 features, N/A% accuracy
[2025-12-15T20:35:48.891176] [INFO ] [LOCAL     ] KPRX: Loaded 3 optimal features with 49.41% confidence from JSON config
[2025-12-15T20:35:48.891207] [DEBUG] [MAG       ] Building data for symbol: KPRX with lookback: 0
[2025-12-15T20:35:48.892072] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-15T20:35:48.892134] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-15T20:35:48.892873] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-15T20:35:48.910963] [DEBUG] [MAG       ] ZETA: Last date is validated at 2025-12-15
[2025-12-15T20:35:48.933397] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-15T20:35:48.934321] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:48.960865] [DEBUG] [MAG       ] NFLX: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:48.989053] [DEBUG] [MAG       ] TBIL: Last date is validated at 2025-12-15
[2025-12-15T20:35:49.063232] [INFO ] [LOCAL     ] NFLX: Saved forecast.
[2025-12-15T20:35:49.063304] [INFO ] [main      ] NFLX: Signal=1 (Conf=90.0%), Magnitude=-4.40% (Conf=70.1827%)
[2025-12-15T20:35:49.063770] [INFO ] [main      ] Fetching symbol history for AFYA...
[2025-12-15T20:35:49.063832] [DEBUG] [REMOTE    ] AFYA: Fetching historical data.
[2025-12-15T20:35:49.064665] [INFO ] [main      ] Progress: 104/429 forecasts completed (24.2%). NFLX finished in 0.6s. ETA: 55.8s. Rate: 349.70 forecasts/min
[2025-12-15T20:35:49.075637] [DEBUG] [REMOTE    ] AFYA: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:49.076654] [DEBUG] [LOCAL     ] Loaded configuration for AFYA: 0 features, N/A% accuracy
[2025-12-15T20:35:49.076709] [INFO ] [LOCAL     ] AFYA: Loaded 0 optimal features with 44.94% confidence from JSON config
[2025-12-15T20:35:49.076743] [DEBUG] [MAG       ] Building data for symbol: AFYA with lookback: 0
[2025-12-15T20:35:49.077621] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-15T20:35:49.080874] [DEBUG] [MAG       ] ZETA: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:49.162672] [DEBUG] [MAG       ] TBIL: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:49.186138] [INFO ] [LOCAL     ] ZETA: Saved forecast.
[2025-12-15T20:35:49.186207] [INFO ] [main      ] ZETA: Signal=1 (Conf=90.0%), Magnitude=1.43% (Conf=46.0024%)
[2025-12-15T20:35:49.186563] [INFO ] [main      ] Fetching symbol history for WKSP...
[2025-12-15T20:35:49.186633] [DEBUG] [REMOTE    ] WKSP: Fetching historical data.
[2025-12-15T20:35:49.187659] [INFO ] [main      ] Progress: 105/429 forecasts completed (24.5%). ZETA finished in 0.9s. ETA: 55.4s. Rate: 350.64 forecasts/min
[2025-12-15T20:35:49.198048] [DEBUG] [REMOTE    ] WKSP: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:49.199211] [DEBUG] [LOCAL     ] Loaded configuration for WKSP: 6 features, N/A% accuracy
[2025-12-15T20:35:49.199599] [INFO ] [LOCAL     ] WKSP: Loaded 6 optimal features with 55.74% confidence from JSON config
[2025-12-15T20:35:49.199639] [DEBUG] [MAG       ] Building data for symbol: WKSP with lookback: 0
[2025-12-15T20:35:49.200426] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-15T20:35:49.200488] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:35:49.205393] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:35:49.207228] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:35:49.207736] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-15T20:35:49.208515] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-15T20:35:49.209255] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-15T20:35:49.210854] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:49.282223] [DEBUG] [MAG       ] KPRX: Last date is validated at 2025-12-15
[2025-12-15T20:35:49.404755] [DEBUG] [MAG       ] AFYA: Last date is validated at 2025-12-15
[2025-12-15T20:35:49.430765] [INFO ] [LOCAL     ] TBIL: Saved forecast.
[2025-12-15T20:35:49.430830] [INFO ] [main      ] TBIL: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=14.406%)
[2025-12-15T20:35:49.430990] [INFO ] [main      ] Fetching symbol history for AES...
[2025-12-15T20:35:49.431032] [DEBUG] [REMOTE    ] AES: Fetching historical data.
[2025-12-15T20:35:49.433657] [INFO ] [main      ] Progress: 106/429 forecasts completed (24.7%). TBIL finished in 1.2s. ETA: 55.5s. Rate: 349.20 forecasts/min
[2025-12-15T20:35:49.442909] [DEBUG] [REMOTE    ] AES: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:49.443828] [DEBUG] [LOCAL     ] Loaded configuration for AES: 1 features, N/A% accuracy
[2025-12-15T20:35:49.443880] [INFO ] [LOCAL     ] AES: Loaded 1 optimal features with 55.64% confidence from JSON config
[2025-12-15T20:35:49.443913] [DEBUG] [MAG       ] Building data for symbol: AES with lookback: 0
[2025-12-15T20:35:49.444701] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-15T20:35:49.444760] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-15T20:35:49.446748] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:49.455203] [DEBUG] [MAG       ] KPRX: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:49.511790] [INFO ] [LOCAL     ] KPRX: Saved forecast.
[2025-12-15T20:35:49.511862] [INFO ] [main      ] KPRX: Signal=1 (Conf=90.0%), Magnitude=0.49% (Conf=49.4114%)
[2025-12-15T20:35:49.512201] [INFO ] [main      ] Progress: 107/429 forecasts completed (24.9%). KPRX finished in 0.6s. ETA: 55.0s. Rate: 350.98 forecasts/min
[2025-12-15T20:35:49.512324] [INFO ] [main      ] Fetching symbol history for GBAB...
[2025-12-15T20:35:49.512365] [DEBUG] [REMOTE    ] GBAB: Fetching historical data.
[2025-12-15T20:35:49.525959] [DEBUG] [REMOTE    ] GBAB: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:49.527171] [DEBUG] [LOCAL     ] Loaded configuration for GBAB: 5 features, N/A% accuracy
[2025-12-15T20:35:49.527220] [INFO ] [LOCAL     ] GBAB: Loaded 5 optimal features with 55.86% confidence from JSON config
[2025-12-15T20:35:49.527251] [DEBUG] [MAG       ] Building data for symbol: GBAB with lookback: 0
[2025-12-15T20:35:49.528042] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-15T20:35:49.528102] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:35:49.529771] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:35:49.530276] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:35:49.530692] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-15T20:35:49.531537] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-15T20:35:49.548704] [DEBUG] [MAG       ] WKSP: Last date is validated at 2025-12-15
[2025-12-15T20:35:49.569427] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:49.570439] [DEBUG] [MAG       ] AFYA: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:49.636280] [INFO ] [LOCAL     ] AFYA: Saved forecast.
[2025-12-15T20:35:49.636361] [INFO ] [main      ] AFYA: Signal=1 (Conf=90.0%), Magnitude=-1.56% (Conf=44.9433%)
[2025-12-15T20:35:49.636892] [INFO ] [main      ] Fetching symbol history for GECC...
[2025-12-15T20:35:49.636948] [DEBUG] [REMOTE    ] GECC: Fetching historical data.
[2025-12-15T20:35:49.637657] [INFO ] [main      ] Progress: 108/429 forecasts completed (25.2%). AFYA finished in 0.6s. ETA: 54.7s. Rate: 351.85 forecasts/min
[2025-12-15T20:35:49.649830] [DEBUG] [REMOTE    ] GECC: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:49.650734] [DEBUG] [LOCAL     ] Loaded configuration for GECC: 8 features, N/A% accuracy
[2025-12-15T20:35:49.650790] [INFO ] [LOCAL     ] GECC: Loaded 8 optimal features with 58.40% confidence from JSON config
[2025-12-15T20:35:49.650822] [DEBUG] [MAG       ] Building data for symbol: GECC with lookback: 0
[2025-12-15T20:35:49.651673] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-15T20:35:49.651736] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:35:49.653611] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:35:49.654144] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:35:49.654634] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:35:49.655043] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-15T20:35:49.656088] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-15T20:35:49.659286] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-15T20:35:49.660715] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-15T20:35:49.662373] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:49.716087] [DEBUG] [MAG       ] WKSP: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:49.792486] [INFO ] [LOCAL     ] WKSP: Saved forecast.
[2025-12-15T20:35:49.792549] [INFO ] [main      ] WKSP: Signal=1 (Conf=90.0%), Magnitude=0.01% (Conf=55.7376%)
[2025-12-15T20:35:49.792920] [INFO ] [main      ] Fetching symbol history for CELZ...
[2025-12-15T20:35:49.792970] [DEBUG] [REMOTE    ] CELZ: Fetching historical data.
[2025-12-15T20:35:49.794658] [INFO ] [main      ] Progress: 109/429 forecasts completed (25.4%). WKSP finished in 0.6s. ETA: 54.5s. Rate: 352.11 forecasts/min
[2025-12-15T20:35:49.800110] [DEBUG] [MAG       ] AES: Last date is validated at 2025-12-15
[2025-12-15T20:35:49.805004] [DEBUG] [REMOTE    ] CELZ: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:49.805867] [DEBUG] [LOCAL     ] Loaded configuration for CELZ: 6 features, N/A% accuracy
[2025-12-15T20:35:49.805922] [INFO ] [LOCAL     ] CELZ: Loaded 6 optimal features with 68.76% confidence from JSON config
[2025-12-15T20:35:49.805953] [DEBUG] [MAG       ] Building data for symbol: CELZ with lookback: 0
[2025-12-15T20:35:49.806723] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-15T20:35:49.806783] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:35:49.812857] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:35:49.814814] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:35:49.815308] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:35:49.815730] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-15T20:35:49.818686] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-15T20:35:49.819375] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:49.912805] [DEBUG] [MAG       ] GBAB: Last date is validated at 2025-12-15
[2025-12-15T20:35:49.964338] [DEBUG] [MAG       ] AES: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:50.023923] [DEBUG] [MAG       ] GECC: Last date is validated at 2025-12-15
[2025-12-15T20:35:50.034392] [INFO ] [LOCAL     ] AES: Saved forecast.
[2025-12-15T20:35:50.034459] [INFO ] [main      ] AES: Signal=1 (Conf=90.0%), Magnitude=-2.41% (Conf=55.6418%)
[2025-12-15T20:35:50.034819] [INFO ] [main      ] Fetching symbol history for ACRS...
[2025-12-15T20:35:50.034869] [DEBUG] [REMOTE    ] ACRS: Fetching historical data.
[2025-12-15T20:35:50.035655] [INFO ] [main      ] Progress: 110/429 forecasts completed (25.6%). AES finished in 0.6s. ETA: 54.6s. Rate: 350.78 forecasts/min
[2025-12-15T20:35:50.046238] [DEBUG] [REMOTE    ] ACRS: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:50.047192] [DEBUG] [LOCAL     ] Loaded configuration for ACRS: 6 features, N/A% accuracy
[2025-12-15T20:35:50.047243] [INFO ] [LOCAL     ] ACRS: Loaded 6 optimal features with 48.65% confidence from JSON config
[2025-12-15T20:35:50.047275] [DEBUG] [MAG       ] Building data for symbol: ACRS with lookback: 0
[2025-12-15T20:35:50.048059] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-15T20:35:50.048122] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:35:50.052827] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:35:50.054557] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:35:50.055053] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:35:50.055446] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-15T20:35:50.057985] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-15T20:35:50.062154] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:50.086784] [DEBUG] [MAG       ] GBAB: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:50.145271] [INFO ] [LOCAL     ] GBAB: Saved forecast.
[2025-12-15T20:35:50.145339] [INFO ] [main      ] GBAB: Signal=1 (Conf=90.0%), Magnitude=0.09% (Conf=55.8641%)
[2025-12-15T20:35:50.145501] [INFO ] [main      ] Fetching symbol history for CAAP...
[2025-12-15T20:35:50.145543] [DEBUG] [REMOTE    ] CAAP: Fetching historical data.
[2025-12-15T20:35:50.146221] [INFO ] [main      ] Progress: 111/429 forecasts completed (25.9%). GBAB finished in 0.6s. ETA: 54.2s. Rate: 351.91 forecasts/min
[2025-12-15T20:35:50.158975] [DEBUG] [REMOTE    ] CAAP: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:50.159926] [DEBUG] [LOCAL     ] Loaded configuration for CAAP: 8 features, N/A% accuracy
[2025-12-15T20:35:50.159977] [INFO ] [LOCAL     ] CAAP: Loaded 8 optimal features with 49.03% confidence from JSON config
[2025-12-15T20:35:50.160007] [DEBUG] [MAG       ] Building data for symbol: CAAP with lookback: 0
[2025-12-15T20:35:50.160787] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-15T20:35:50.160849] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:35:50.162482] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:35:50.163023] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:35:50.163409] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-15T20:35:50.164161] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-15T20:35:50.165702] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-15T20:35:50.175142] [DEBUG] [MAG       ] CELZ: Last date is validated at 2025-12-15
[2025-12-15T20:35:50.195142] [DEBUG] [MAG       ] GECC: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:50.242203] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-15T20:35:50.243503] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-15T20:35:50.244256] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:50.259556] [INFO ] [LOCAL     ] GECC: Saved forecast.
[2025-12-15T20:35:50.259643] [INFO ] [main      ] GECC: Signal=1 (Conf=90.0%), Magnitude=3.36% (Conf=58.3957%)
[2025-12-15T20:35:50.259805] [INFO ] [main      ] Fetching symbol history for CDXS...
[2025-12-15T20:35:50.259850] [DEBUG] [REMOTE    ] CDXS: Fetching historical data.
[2025-12-15T20:35:50.261668] [INFO ] [main      ] Progress: 112/429 forecasts completed (26.1%). GECC finished in 0.6s. ETA: 53.9s. Rate: 352.92 forecasts/min
[2025-12-15T20:35:50.271295] [DEBUG] [REMOTE    ] CDXS: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:50.272357] [DEBUG] [LOCAL     ] Loaded configuration for CDXS: 5 features, N/A% accuracy
[2025-12-15T20:35:50.272409] [INFO ] [LOCAL     ] CDXS: Loaded 5 optimal features with 60.51% confidence from JSON config
[2025-12-15T20:35:50.272443] [DEBUG] [MAG       ] Building data for symbol: CDXS with lookback: 0
[2025-12-15T20:35:50.273258] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-15T20:35:50.273318] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:35:50.278205] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-15T20:35:50.327976] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-15T20:35:50.329045] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-15T20:35:50.331128] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-15T20:35:50.333395] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:50.339110] [DEBUG] [MAG       ] CELZ: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:50.401982] [DEBUG] [MAG       ] ACRS: Last date is validated at 2025-12-15
[2025-12-15T20:35:50.407647] [INFO ] [LOCAL     ] CELZ: Saved forecast.
[2025-12-15T20:35:50.407712] [INFO ] [main      ] CELZ: Signal=1 (Conf=90.0%), Magnitude=-4.22% (Conf=68.7642%)
[2025-12-15T20:35:50.408057] [INFO ] [main      ] Fetching symbol history for CSTL...
[2025-12-15T20:35:50.408106] [DEBUG] [REMOTE    ] CSTL: Fetching historical data.
[2025-12-15T20:35:50.408665] [INFO ] [main      ] Progress: 113/429 forecasts completed (26.3%). CELZ finished in 0.6s. ETA: 53.7s. Rate: 353.35 forecasts/min
[2025-12-15T20:35:50.419506] [DEBUG] [REMOTE    ] CSTL: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:50.420322] [DEBUG] [LOCAL     ] Loaded configuration for CSTL: 5 features, N/A% accuracy
[2025-12-15T20:35:50.420381] [INFO ] [LOCAL     ] CSTL: Loaded 5 optimal features with 55.68% confidence from JSON config
[2025-12-15T20:35:50.420423] [DEBUG] [MAG       ] Building data for symbol: CSTL with lookback: 0
[2025-12-15T20:35:50.421204] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-15T20:35:50.421263] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:35:50.425986] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:35:50.427733] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:35:50.428201] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:35:50.428656] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-15T20:35:50.429387] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:50.569696] [DEBUG] [MAG       ] ACRS: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:50.596299] [DEBUG] [MAG       ] CAAP: Last date is validated at 2025-12-15
[2025-12-15T20:35:50.632727] [INFO ] [LOCAL     ] ACRS: Saved forecast.
[2025-12-15T20:35:50.632793] [INFO ] [main      ] ACRS: Signal=1 (Conf=90.0%), Magnitude=-4.22% (Conf=48.6532%)
[2025-12-15T20:35:50.633142] [INFO ] [main      ] Fetching symbol history for SUZ...
[2025-12-15T20:35:50.633191] [DEBUG] [REMOTE    ] SUZ: Fetching historical data.
[2025-12-15T20:35:50.634667] [INFO ] [main      ] Progress: 114/429 forecasts completed (26.6%). ACRS finished in 0.6s. ETA: 53.6s. Rate: 352.32 forecasts/min
[2025-12-15T20:35:50.644384] [DEBUG] [REMOTE    ] SUZ: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:50.645279] [DEBUG] [LOCAL     ] Loaded configuration for SUZ: 2 features, N/A% accuracy
[2025-12-15T20:35:50.645328] [INFO ] [LOCAL     ] SUZ: Loaded 2 optimal features with 61.98% confidence from JSON config
[2025-12-15T20:35:50.645360] [DEBUG] [MAG       ] Building data for symbol: SUZ with lookback: 0
[2025-12-15T20:35:50.646131] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-15T20:35:50.646188] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-15T20:35:50.664186] [DEBUG] [MAG       ] CDXS: Last date is validated at 2025-12-15
[2025-12-15T20:35:50.684896] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-15T20:35:50.686527] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:50.774115] [DEBUG] [MAG       ] CAAP: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:50.775351] [DEBUG] [MAG       ] CSTL: Last date is validated at 2025-12-15
[2025-12-15T20:35:50.829139] [DEBUG] [MAG       ] CDXS: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:50.854521] [INFO ] [LOCAL     ] CAAP: Saved forecast.
[2025-12-15T20:35:50.854607] [INFO ] [main      ] CAAP: Signal=1 (Conf=90.0%), Magnitude=-0.72% (Conf=49.0309%)
[2025-12-15T20:35:50.855012] [INFO ] [main      ] Progress: 115/429 forecasts completed (26.8%). CAAP finished in 0.7s. ETA: 53.6s. Rate: 351.42 forecasts/min
[2025-12-15T20:35:50.855132] [INFO ] [main      ] Fetching symbol history for MKC...
[2025-12-15T20:35:50.855175] [DEBUG] [REMOTE    ] MKC: Fetching historical data.
[2025-12-15T20:35:50.869630] [DEBUG] [REMOTE    ] MKC: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:50.870512] [DEBUG] [LOCAL     ] Loaded configuration for MKC: 3 features, N/A% accuracy
[2025-12-15T20:35:50.870604] [INFO ] [LOCAL     ] MKC: Loaded 3 optimal features with 61.79% confidence from JSON config
[2025-12-15T20:35:50.870654] [DEBUG] [MAG       ] Building data for symbol: MKC with lookback: 0
[2025-12-15T20:35:50.871535] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-15T20:35:50.871614] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:35:50.873412] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:35:50.874061] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-15T20:35:50.895838] [INFO ] [LOCAL     ] CDXS: Saved forecast.
[2025-12-15T20:35:50.895909] [INFO ] [main      ] CDXS: Signal=1 (Conf=90.0%), Magnitude=-5.74% (Conf=60.5064%)
[2025-12-15T20:35:50.896240] [INFO ] [main      ] Fetching symbol history for DGICA...
[2025-12-15T20:35:50.896289] [DEBUG] [REMOTE    ] DGICA: Fetching historical data.
[2025-12-15T20:35:50.897657] [INFO ] [main      ] Progress: 116/429 forecasts completed (27.0%). CDXS finished in 0.6s. ETA: 53.1s. Rate: 353.71 forecasts/min
[2025-12-15T20:35:50.908010] [DEBUG] [REMOTE    ] DGICA: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:50.908947] [DEBUG] [LOCAL     ] Loaded configuration for DGICA: 2 features, N/A% accuracy
[2025-12-15T20:35:50.909018] [INFO ] [LOCAL     ] DGICA: Loaded 2 optimal features with 52.64% confidence from JSON config
[2025-12-15T20:35:50.909049] [DEBUG] [MAG       ] Building data for symbol: DGICA with lookback: 0
[2025-12-15T20:35:50.909857] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-15T20:35:50.909915] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:35:50.914695] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-15T20:35:50.915856] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:50.918073] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:50.945820] [DEBUG] [MAG       ] CSTL: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:51.021387] [DEBUG] [MAG       ] SUZ: Last date is validated at 2025-12-15
[2025-12-15T20:35:51.037125] [INFO ] [LOCAL     ] CSTL: Saved forecast.
[2025-12-15T20:35:51.037192] [INFO ] [main      ] CSTL: Signal=1 (Conf=90.0%), Magnitude=3.71% (Conf=55.6795%)
[2025-12-15T20:35:51.037533] [INFO ] [main      ] Fetching symbol history for ENTX...
[2025-12-15T20:35:51.037600] [DEBUG] [REMOTE    ] ENTX: Fetching historical data.
[2025-12-15T20:35:51.037665] [INFO ] [main      ] Progress: 117/429 forecasts completed (27.3%). CSTL finished in 0.6s. ETA: 52.8s. Rate: 354.24 forecasts/min
[2025-12-15T20:35:51.049161] [DEBUG] [REMOTE    ] ENTX: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:51.051034] [DEBUG] [LOCAL     ] Loaded configuration for ENTX: 1 features, N/A% accuracy
[2025-12-15T20:35:51.051092] [INFO ] [LOCAL     ] ENTX: Loaded 1 optimal features with 61.18% confidence from JSON config
[2025-12-15T20:35:51.051125] [DEBUG] [MAG       ] Building data for symbol: ENTX with lookback: 0
[2025-12-15T20:35:51.051988] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-15T20:35:51.052047] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-15T20:35:51.054851] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:51.192678] [DEBUG] [MAG       ] SUZ: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:51.250726] [INFO ] [LOCAL     ] SUZ: Saved forecast.
[2025-12-15T20:35:51.250800] [INFO ] [main      ] SUZ: Signal=1 (Conf=90.0%), Magnitude=1.23% (Conf=61.9798%)
[2025-12-15T20:35:51.251161] [INFO ] [main      ] Fetching symbol history for LHX...
[2025-12-15T20:35:51.251212] [DEBUG] [REMOTE    ] LHX: Fetching historical data.
[2025-12-15T20:35:51.251661] [INFO ] [main      ] Progress: 118/429 forecasts completed (27.5%). SUZ finished in 0.6s. ETA: 52.8s. Rate: 353.45 forecasts/min
[2025-12-15T20:35:51.252986] [DEBUG] [MAG       ] MKC: Last date is validated at 2025-12-15
[2025-12-15T20:35:51.254547] [DEBUG] [MAG       ] DGICA: Last date is validated at 2025-12-15
[2025-12-15T20:35:51.263444] [DEBUG] [REMOTE    ] LHX: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:51.264503] [DEBUG] [LOCAL     ] Loaded configuration for LHX: 5 features, N/A% accuracy
[2025-12-15T20:35:51.264554] [INFO ] [LOCAL     ] LHX: Loaded 5 optimal features with 57.96% confidence from JSON config
[2025-12-15T20:35:51.264603] [DEBUG] [MAG       ] Building data for symbol: LHX with lookback: 0
[2025-12-15T20:35:51.265353] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-15T20:35:51.265422] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-15T20:35:51.266138] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-15T20:35:51.267034] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-15T20:35:51.267697] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-15T20:35:51.268377] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-15T20:35:51.269505] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:51.389630] [DEBUG] [MAG       ] ENTX: Last date is validated at 2025-12-15
[2025-12-15T20:35:51.418467] [DEBUG] [MAG       ] MKC: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:51.422495] [DEBUG] [MAG       ] DGICA: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:51.486402] [INFO ] [LOCAL     ] DGICA: Saved forecast.
[2025-12-15T20:35:51.486476] [INFO ] [main      ] DGICA: Signal=1 (Conf=90.0%), Magnitude=0.02% (Conf=52.6418%)
[2025-12-15T20:35:51.486881] [INFO ] [main      ] Fetching symbol history for SRAD...
[2025-12-15T20:35:51.486950] [DEBUG] [REMOTE    ] SRAD: Fetching historical data.
[2025-12-15T20:35:51.487119] [INFO ] [main      ] Progress: 119/429 forecasts completed (27.7%). DGICA finished in 0.6s. ETA: 52.8s. Rate: 352.31 forecasts/min
[2025-12-15T20:35:51.499405] [DEBUG] [REMOTE    ] SRAD: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:51.500383] [DEBUG] [LOCAL     ] Loaded configuration for SRAD: 4 features, N/A% accuracy
[2025-12-15T20:35:51.500441] [INFO ] [LOCAL     ] SRAD: Loaded 4 optimal features with 45.50% confidence from JSON config
[2025-12-15T20:35:51.500473] [DEBUG] [MAG       ] Building data for symbol: SRAD with lookback: 0
[2025-12-15T20:35:51.501272] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-15T20:35:51.501333] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-15T20:35:51.502235] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-15T20:35:51.503560] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-15T20:35:51.505454] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-15T20:35:51.506198] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:51.508784] [INFO ] [LOCAL     ] MKC: Saved forecast.
[2025-12-15T20:35:51.508853] [INFO ] [main      ] MKC: Signal=1 (Conf=90.0%), Magnitude=0.59% (Conf=61.792%)
[2025-12-15T20:35:51.509032] [INFO ] [main      ] Fetching symbol history for WULF...
[2025-12-15T20:35:51.509076] [DEBUG] [REMOTE    ] WULF: Fetching historical data.
[2025-12-15T20:35:51.510285] [INFO ] [main      ] Progress: 120/429 forecasts completed (28.0%). MKC finished in 0.7s. ETA: 52.2s. Rate: 354.86 forecasts/min
[2025-12-15T20:35:51.523165] [DEBUG] [REMOTE    ] WULF: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:51.524263] [DEBUG] [LOCAL     ] Loaded configuration for WULF: 7 features, N/A% accuracy
[2025-12-15T20:35:51.524315] [INFO ] [LOCAL     ] WULF: Loaded 7 optimal features with 57.65% confidence from JSON config
[2025-12-15T20:35:51.524347] [DEBUG] [MAG       ] Building data for symbol: WULF with lookback: 0
[2025-12-15T20:35:51.525168] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-15T20:35:51.525231] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:35:51.530136] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:35:51.531959] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:35:51.532449] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:35:51.532869] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-15T20:35:51.561958] [DEBUG] [MAG       ] ENTX: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:51.583260] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-15T20:35:51.584752] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-15T20:35:51.589026] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:51.615140] [INFO ] [LOCAL     ] ENTX: Saved forecast.
[2025-12-15T20:35:51.615205] [INFO ] [main      ] ENTX: Signal=1 (Conf=90.0%), Magnitude=-4.88% (Conf=61.1758%)
[2025-12-15T20:35:51.615559] [INFO ] [main      ] Fetching symbol history for BIVI...
[2025-12-15T20:35:51.615625] [DEBUG] [REMOTE    ] BIVI: Fetching historical data.
[2025-12-15T20:35:51.615628] [INFO ] [main      ] Progress: 121/429 forecasts completed (28.2%). ENTX finished in 0.6s. ETA: 51.9s. Rate: 355.97 forecasts/min
[2025-12-15T20:35:51.617670] [DEBUG] [MAG       ] LHX: Last date is validated at 2025-12-15
[2025-12-15T20:35:51.628435] [DEBUG] [REMOTE    ] BIVI: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:51.629192] [DEBUG] [LOCAL     ] Loaded configuration for BIVI: 8 features, N/A% accuracy
[2025-12-15T20:35:51.629244] [INFO ] [LOCAL     ] BIVI: Loaded 8 optimal features with 26.61% confidence from JSON config
[2025-12-15T20:35:51.629275] [DEBUG] [MAG       ] Building data for symbol: BIVI with lookback: 0
[2025-12-15T20:35:51.630087] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-15T20:35:51.630360] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:35:51.635458] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:35:51.637404] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:35:51.637973] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:35:51.638461] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:35:51.638890] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-15T20:35:51.679490] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-15T20:35:51.680367] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-15T20:35:51.681430] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:51.788903] [DEBUG] [MAG       ] LHX: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:51.846028] [DEBUG] [MAG       ] SRAD: Last date is validated at 2025-12-15
[2025-12-15T20:35:51.903838] [INFO ] [LOCAL     ] LHX: Saved forecast.
[2025-12-15T20:35:51.903910] [INFO ] [main      ] LHX: Signal=1 (Conf=90.0%), Magnitude=-0.09% (Conf=57.9642%)
[2025-12-15T20:35:51.904287] [INFO ] [main      ] Fetching symbol history for IRTC...
[2025-12-15T20:35:51.904337] [DEBUG] [REMOTE    ] IRTC: Fetching historical data.
[2025-12-15T20:35:51.904653] [INFO ] [main      ] Progress: 122/429 forecasts completed (28.4%). LHX finished in 0.7s. ETA: 52.0s. Rate: 353.90 forecasts/min
[2025-12-15T20:35:51.916814] [DEBUG] [REMOTE    ] IRTC: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:51.917841] [DEBUG] [LOCAL     ] Loaded configuration for IRTC: 3 features, N/A% accuracy
[2025-12-15T20:35:51.917892] [INFO ] [LOCAL     ] IRTC: Loaded 3 optimal features with 46.90% confidence from JSON config
[2025-12-15T20:35:51.917921] [DEBUG] [MAG       ] Building data for symbol: IRTC with lookback: 0
[2025-12-15T20:35:51.918700] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-15T20:35:51.918758] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-15T20:35:51.919641] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-15T20:35:51.921318] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-15T20:35:51.922456] [DEBUG] [MAG       ] WULF: Last date is validated at 2025-12-15
[2025-12-15T20:35:51.923277] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:52.010992] [DEBUG] [MAG       ] SRAD: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:52.027864] [DEBUG] [MAG       ] BIVI: Last date is validated at 2025-12-15
[2025-12-15T20:35:52.085754] [INFO ] [LOCAL     ] SRAD: Saved forecast.
[2025-12-15T20:35:52.085819] [INFO ] [main      ] SRAD: Signal=1 (Conf=90.0%), Magnitude=1.67% (Conf=45.4979%)
[2025-12-15T20:35:52.086126] [INFO ] [main      ] Fetching symbol history for CHCI...
[2025-12-15T20:35:52.086174] [DEBUG] [REMOTE    ] CHCI: Fetching historical data.
[2025-12-15T20:35:52.086828] [DEBUG] [MAG       ] WULF: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:52.087048] [INFO ] [main      ] Progress: 123/429 forecasts completed (28.7%). SRAD finished in 0.6s. ETA: 51.9s. Rate: 353.68 forecasts/min
[2025-12-15T20:35:52.096952] [DEBUG] [REMOTE    ] CHCI: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:52.097945] [DEBUG] [LOCAL     ] Loaded configuration for CHCI: 8 features, N/A% accuracy
[2025-12-15T20:35:52.097998] [INFO ] [LOCAL     ] CHCI: Loaded 8 optimal features with 49.65% confidence from JSON config
[2025-12-15T20:35:52.098028] [DEBUG] [MAG       ] Building data for symbol: CHCI with lookback: 0
[2025-12-15T20:35:52.099145] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-15T20:35:52.099208] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:35:52.103967] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:35:52.105709] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:35:52.106179] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:35:52.106562] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-15T20:35:52.107404] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-15T20:35:52.109790] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-15T20:35:52.110992] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-15T20:35:52.111679] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:52.162952] [INFO ] [LOCAL     ] WULF: Saved forecast.
[2025-12-15T20:35:52.163025] [INFO ] [main      ] WULF: Signal=1 (Conf=90.0%), Magnitude=-7.79% (Conf=57.6498%)
[2025-12-15T20:35:52.163183] [INFO ] [main      ] Fetching symbol history for PRTA...
[2025-12-15T20:35:52.163225] [DEBUG] [REMOTE    ] PRTA: Fetching historical data.
[2025-12-15T20:35:52.163856] [INFO ] [main      ] Progress: 124/429 forecasts completed (28.9%). WULF finished in 0.7s. ETA: 51.5s. Rate: 355.25 forecasts/min
[2025-12-15T20:35:52.176833] [DEBUG] [REMOTE    ] PRTA: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:52.177639] [DEBUG] [LOCAL     ] Loaded configuration for PRTA: 5 features, N/A% accuracy
[2025-12-15T20:35:52.177689] [INFO ] [LOCAL     ] PRTA: Loaded 5 optimal features with 58.13% confidence from JSON config
[2025-12-15T20:35:52.177721] [DEBUG] [MAG       ] Building data for symbol: PRTA with lookback: 0
[2025-12-15T20:35:52.178483] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-15T20:35:52.178544] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:35:52.183348] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-15T20:35:52.184193] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-15T20:35:52.194232] [DEBUG] [MAG       ] BIVI: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:52.260691] [DEBUG] [MAG       ] IRTC: Last date is validated at 2025-12-15
[2025-12-15T20:35:52.291164] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-15T20:35:52.292079] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-15T20:35:52.293362] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:52.365686] [INFO ] [LOCAL     ] BIVI: Saved forecast.
[2025-12-15T20:35:52.365752] [INFO ] [main      ] BIVI: Signal=1 (Conf=90.0%), Magnitude=-38.95% (Conf=26.6091%)
[2025-12-15T20:35:52.366097] [INFO ] [main      ] Fetching symbol history for MCRB...
[2025-12-15T20:35:52.366147] [DEBUG] [REMOTE    ] MCRB: Fetching historical data.
[2025-12-15T20:35:52.366665] [INFO ] [main      ] Progress: 125/429 forecasts completed (29.1%). BIVI finished in 0.7s. ETA: 51.4s. Rate: 354.68 forecasts/min
[2025-12-15T20:35:52.378896] [DEBUG] [REMOTE    ] MCRB: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:52.379796] [DEBUG] [LOCAL     ] Loaded configuration for MCRB: 3 features, N/A% accuracy
[2025-12-15T20:35:52.379848] [INFO ] [LOCAL     ] MCRB: Loaded 3 optimal features with 46.86% confidence from JSON config
[2025-12-15T20:35:52.379878] [DEBUG] [MAG       ] Building data for symbol: MCRB with lookback: 0
[2025-12-15T20:35:52.380704] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-15T20:35:52.380765] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-15T20:35:52.424292] [DEBUG] [MAG       ] IRTC: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:52.441896] [DEBUG] [MAG       ] CHCI: Last date is validated at 2025-12-15
[2025-12-15T20:35:52.494244] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-15T20:35:52.495309] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-15T20:35:52.496061] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:52.541228] [INFO ] [LOCAL     ] IRTC: Saved forecast.
[2025-12-15T20:35:52.541294] [INFO ] [main      ] IRTC: Signal=1 (Conf=90.0%), Magnitude=1.29% (Conf=46.9018%)
[2025-12-15T20:35:52.541698] [INFO ] [main      ] Fetching symbol history for TNL...
[2025-12-15T20:35:52.541749] [DEBUG] [REMOTE    ] TNL: Fetching historical data.
[2025-12-15T20:35:52.542592] [INFO ] [main      ] Progress: 126/429 forecasts completed (29.4%). IRTC finished in 0.6s. ETA: 51.3s. Rate: 354.56 forecasts/min
[2025-12-15T20:35:52.553295] [DEBUG] [REMOTE    ] TNL: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:52.555137] [DEBUG] [LOCAL     ] Loaded configuration for TNL: 2 features, N/A% accuracy
[2025-12-15T20:35:52.555194] [INFO ] [LOCAL     ] TNL: Loaded 2 optimal features with 60.70% confidence from JSON config
[2025-12-15T20:35:52.555226] [DEBUG] [MAG       ] Building data for symbol: TNL with lookback: 0
[2025-12-15T20:35:52.556149] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-15T20:35:52.556217] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:35:52.561801] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-15T20:35:52.562732] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:52.610632] [DEBUG] [MAG       ] CHCI: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:52.628894] [DEBUG] [MAG       ] PRTA: Last date is validated at 2025-12-15
[2025-12-15T20:35:52.695526] [INFO ] [LOCAL     ] CHCI: Saved forecast.
[2025-12-15T20:35:52.695608] [INFO ] [main      ] CHCI: Signal=1 (Conf=90.0%), Magnitude=-0.37% (Conf=49.6462%)
[2025-12-15T20:35:52.696015] [INFO ] [main      ] Fetching symbol history for RHI...
[2025-12-15T20:35:52.696065] [DEBUG] [REMOTE    ] RHI: Fetching historical data.
[2025-12-15T20:35:52.696675] [INFO ] [main      ] Progress: 127/429 forecasts completed (29.6%). CHCI finished in 0.6s. ETA: 51.1s. Rate: 354.81 forecasts/min
[2025-12-15T20:35:52.707400] [DEBUG] [REMOTE    ] RHI: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:52.708530] [DEBUG] [LOCAL     ] Loaded configuration for RHI: 9 features, N/A% accuracy
[2025-12-15T20:35:52.708606] [INFO ] [LOCAL     ] RHI: Loaded 9 optimal features with 50.97% confidence from JSON config
[2025-12-15T20:35:52.708639] [DEBUG] [MAG       ] Building data for symbol: RHI with lookback: 0
[2025-12-15T20:35:52.709481] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-15T20:35:52.709556] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:35:52.714305] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:35:52.716099] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:35:52.716590] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-15T20:35:52.767738] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-15T20:35:52.797751] [DEBUG] [MAG       ] PRTA: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:52.841704] [DEBUG] [MAG       ] MCRB: Last date is validated at 2025-12-15
[2025-12-15T20:35:52.847023] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-15T20:35:52.848387] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-15T20:35:52.850195] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-15T20:35:52.851204] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-15T20:35:52.851875] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:52.871221] [INFO ] [LOCAL     ] PRTA: Saved forecast.
[2025-12-15T20:35:52.871287] [INFO ] [main      ] PRTA: Signal=1 (Conf=90.0%), Magnitude=0.83% (Conf=58.1264%)
[2025-12-15T20:35:52.871678] [INFO ] [main      ] Fetching symbol history for DCTH...
[2025-12-15T20:35:52.871729] [DEBUG] [REMOTE    ] DCTH: Fetching historical data.
[2025-12-15T20:35:52.872669] [INFO ] [main      ] Progress: 128/429 forecasts completed (29.8%). PRTA finished in 0.7s. ETA: 50.9s. Rate: 354.70 forecasts/min
[2025-12-15T20:35:52.884714] [DEBUG] [REMOTE    ] DCTH: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:52.885724] [DEBUG] [LOCAL     ] Loaded configuration for DCTH: 3 features, N/A% accuracy
[2025-12-15T20:35:52.885776] [INFO ] [LOCAL     ] DCTH: Loaded 3 optimal features with 46.56% confidence from JSON config
[2025-12-15T20:35:52.885807] [DEBUG] [MAG       ] Building data for symbol: DCTH with lookback: 0
[2025-12-15T20:35:52.886568] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-15T20:35:52.886646] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:35:52.891437] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-15T20:35:52.892264] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-15T20:35:52.893951] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:52.948488] [DEBUG] [MAG       ] TNL: Last date is validated at 2025-12-15
[2025-12-15T20:35:53.014143] [DEBUG] [MAG       ] MCRB: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:53.108300] [INFO ] [LOCAL     ] MCRB: Saved forecast.
[2025-12-15T20:35:53.108374] [INFO ] [main      ] MCRB: Signal=1 (Conf=90.0%), Magnitude=2.38% (Conf=46.8559%)
[2025-12-15T20:35:53.108746] [INFO ] [main      ] Fetching symbol history for PFG...
[2025-12-15T20:35:53.108799] [DEBUG] [REMOTE    ] PFG: Fetching historical data.
[2025-12-15T20:35:53.109682] [INFO ] [main      ] Progress: 129/429 forecasts completed (30.1%). MCRB finished in 0.7s. ETA: 50.9s. Rate: 353.60 forecasts/min
[2025-12-15T20:35:53.112673] [DEBUG] [MAG       ] TNL: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:53.120120] [DEBUG] [REMOTE    ] PFG: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:53.121285] [DEBUG] [LOCAL     ] Loaded configuration for PFG: 3 features, N/A% accuracy
[2025-12-15T20:35:53.121338] [INFO ] [LOCAL     ] PFG: Loaded 3 optimal features with 57.63% confidence from JSON config
[2025-12-15T20:35:53.121371] [DEBUG] [MAG       ] Building data for symbol: PFG with lookback: 0
[2025-12-15T20:35:53.122370] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-15T20:35:53.122444] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:35:53.129131] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:35:53.131017] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:35:53.131501] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:53.201378] [DEBUG] [MAG       ] RHI: Last date is validated at 2025-12-15
[2025-12-15T20:35:53.204131] [INFO ] [LOCAL     ] TNL: Saved forecast.
[2025-12-15T20:35:53.204196] [INFO ] [main      ] TNL: Signal=1 (Conf=90.0%), Magnitude=0.13% (Conf=60.697%)
[2025-12-15T20:35:53.204355] [INFO ] [main      ] Fetching symbol history for AMBP...
[2025-12-15T20:35:53.204396] [DEBUG] [REMOTE    ] AMBP: Fetching historical data.
[2025-12-15T20:35:53.206656] [INFO ] [main      ] Progress: 130/429 forecasts completed (30.3%). TNL finished in 0.7s. ETA: 50.6s. Rate: 354.77 forecasts/min
[2025-12-15T20:35:53.215829] [DEBUG] [REMOTE    ] AMBP: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:53.216881] [DEBUG] [LOCAL     ] Loaded configuration for AMBP: 5 features, N/A% accuracy
[2025-12-15T20:35:53.216932] [INFO ] [LOCAL     ] AMBP: Loaded 5 optimal features with 53.11% confidence from JSON config
[2025-12-15T20:35:53.216963] [DEBUG] [MAG       ] Building data for symbol: AMBP with lookback: 0
[2025-12-15T20:35:53.217742] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-15T20:35:53.217802] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:35:53.219479] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:35:53.220006] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-15T20:35:53.220894] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-15T20:35:53.221821] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-15T20:35:53.222805] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:53.225330] [DEBUG] [MAG       ] DCTH: Last date is validated at 2025-12-15
[2025-12-15T20:35:53.365212] [DEBUG] [MAG       ] RHI: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:53.389925] [DEBUG] [MAG       ] DCTH: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:53.461066] [INFO ] [LOCAL     ] DCTH: Saved forecast.
[2025-12-15T20:35:53.461132] [INFO ] [main      ] DCTH: Signal=1 (Conf=90.0%), Magnitude=0.76% (Conf=46.5563%)
[2025-12-15T20:35:53.461228] [INFO ] [LOCAL     ] RHI: Saved forecast.
[2025-12-15T20:35:53.461296] [INFO ] [main      ] RHI: Signal=1 (Conf=90.0%), Magnitude=0.16% (Conf=50.9731%)
[2025-12-15T20:35:53.461291] [INFO ] [main      ] Fetching symbol history for STLD...
[2025-12-15T20:35:53.461335] [DEBUG] [REMOTE    ] STLD: Fetching historical data.
[2025-12-15T20:35:53.461448] [INFO ] [main      ] Fetching symbol history for ALZN...
[2025-12-15T20:35:53.461494] [DEBUG] [REMOTE    ] ALZN: Fetching historical data.
[2025-12-15T20:35:53.462006] [INFO ] [main      ] Progress: 131/429 forecasts completed (30.5%). DCTH finished in 0.6s. ETA: 50.6s. Rate: 353.40 forecasts/min
[2025-12-15T20:35:53.462096] [INFO ] [main      ] Progress: 132/429 forecasts completed (30.8%). RHI finished in 0.8s. ETA: 50.0s. Rate: 356.09 forecasts/min
[2025-12-15T20:35:53.474323] [DEBUG] [REMOTE    ] ALZN: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:53.474694] [DEBUG] [MAG       ] PFG: Last date is validated at 2025-12-15
[2025-12-15T20:35:53.475309] [DEBUG] [LOCAL     ] Loaded configuration for ALZN: 7 features, N/A% accuracy
[2025-12-15T20:35:53.475365] [INFO ] [LOCAL     ] ALZN: Loaded 7 optimal features with 67.64% confidence from JSON config
[2025-12-15T20:35:53.475396] [DEBUG] [MAG       ] Building data for symbol: ALZN with lookback: 0
[2025-12-15T20:35:53.476175] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-15T20:35:53.476235] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:35:53.476491] [DEBUG] [REMOTE    ] STLD: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:53.477494] [DEBUG] [LOCAL     ] Loaded configuration for STLD: 9 features, N/A% accuracy
[2025-12-15T20:35:53.477593] [INFO ] [LOCAL     ] STLD: Loaded 9 optimal features with 60.12% confidence from JSON config
[2025-12-15T20:35:53.477636] [DEBUG] [MAG       ] Building data for symbol: STLD with lookback: 0
[2025-12-15T20:35:53.478124] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:35:53.478379] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-15T20:35:53.478441] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:35:53.478836] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:35:53.479251] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-15T20:35:53.483369] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:35:53.485188] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:35:53.485732] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:35:53.486114] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-15T20:35:53.486841] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-15T20:35:53.525612] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-15T20:35:53.527648] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-15T20:35:53.532039] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-15T20:35:53.533114] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:53.555322] [DEBUG] [MAG       ] AMBP: Last date is validated at 2025-12-15
[2025-12-15T20:35:53.590607] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-15T20:35:53.630051] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-15T20:35:53.631203] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-15T20:35:53.631889] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:53.642528] [DEBUG] [MAG       ] PFG: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:53.721752] [DEBUG] [MAG       ] AMBP: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:53.744904] [INFO ] [LOCAL     ] PFG: Saved forecast.
[2025-12-15T20:35:53.744969] [INFO ] [main      ] PFG: Signal=1 (Conf=90.0%), Magnitude=0.37% (Conf=57.6295%)
[2025-12-15T20:35:53.745300] [INFO ] [main      ] Fetching symbol history for PNFP...
[2025-12-15T20:35:53.745349] [DEBUG] [REMOTE    ] PNFP: Fetching historical data.
[2025-12-15T20:35:53.745658] [INFO ] [main      ] Progress: 133/429 forecasts completed (31.0%). PFG finished in 0.6s. ETA: 50.1s. Rate: 354.27 forecasts/min
[2025-12-15T20:35:53.757119] [DEBUG] [REMOTE    ] PNFP: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:53.758112] [DEBUG] [LOCAL     ] Loaded configuration for PNFP: 4 features, N/A% accuracy
[2025-12-15T20:35:53.758164] [INFO ] [LOCAL     ] PNFP: Loaded 4 optimal features with 53.75% confidence from JSON config
[2025-12-15T20:35:53.758195] [DEBUG] [MAG       ] Building data for symbol: PNFP with lookback: 0
[2025-12-15T20:35:53.759024] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-15T20:35:53.759087] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:35:53.763942] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-15T20:35:53.766554] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-15T20:35:53.767839] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-15T20:35:53.768905] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:53.778888] [INFO ] [LOCAL     ] AMBP: Saved forecast.
[2025-12-15T20:35:53.778959] [INFO ] [main      ] AMBP: Signal=1 (Conf=90.0%), Magnitude=-1.00% (Conf=53.1095%)
[2025-12-15T20:35:53.779336] [INFO ] [main      ] Fetching symbol history for VSTS...
[2025-12-15T20:35:53.779392] [DEBUG] [REMOTE    ] VSTS: Fetching historical data.
[2025-12-15T20:35:53.780325] [INFO ] [main      ] Progress: 134/429 forecasts completed (31.2%). AMBP finished in 0.6s. ETA: 49.7s. Rate: 356.39 forecasts/min
[2025-12-15T20:35:53.791061] [DEBUG] [REMOTE    ] VSTS: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:53.792243] [DEBUG] [LOCAL     ] Loaded configuration for VSTS: 7 features, N/A% accuracy
[2025-12-15T20:35:53.792296] [INFO ] [LOCAL     ] VSTS: Loaded 7 optimal features with 54.97% confidence from JSON config
[2025-12-15T20:35:53.792326] [DEBUG] [MAG       ] Building data for symbol: VSTS with lookback: 0
[2025-12-15T20:35:53.793125] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-15T20:35:53.793187] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:35:53.797891] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-15T20:35:53.798633] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:35:53.800407] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:35:53.800896] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-15T20:35:53.801944] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-15T20:35:53.803913] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-15T20:35:53.806639] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:53.890219] [DEBUG] [MAG       ] STLD: Last date is validated at 2025-12-15
[2025-12-15T20:35:53.966455] [DEBUG] [MAG       ] ALZN: Last date is validated at 2025-12-15
[2025-12-15T20:35:54.059090] [DEBUG] [MAG       ] STLD: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:54.105220] [DEBUG] [MAG       ] PNFP: Last date is validated at 2025-12-15
[2025-12-15T20:35:54.129681] [DEBUG] [MAG       ] ALZN: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:54.138656] [DEBUG] [MAG       ] VSTS: Last date is validated at 2025-12-15
[2025-12-15T20:35:54.185668] [INFO ] [LOCAL     ] STLD: Saved forecast.
[2025-12-15T20:35:54.185741] [INFO ] [main      ] STLD: Signal=1 (Conf=90.0%), Magnitude=-0.51% (Conf=60.1177%)
[2025-12-15T20:35:54.186105] [INFO ] [main      ] Fetching symbol history for COLL...
[2025-12-15T20:35:54.186157] [DEBUG] [REMOTE    ] COLL: Fetching historical data.
[2025-12-15T20:35:54.186666] [INFO ] [main      ] Progress: 135/429 forecasts completed (31.5%). STLD finished in 0.7s. ETA: 50.0s. Rate: 352.70 forecasts/min
[2025-12-15T20:35:54.198489] [INFO ] [LOCAL     ] ALZN: Saved forecast.
[2025-12-15T20:35:54.198558] [INFO ] [main      ] ALZN: Signal=1 (Conf=90.0%), Magnitude=-5.10% (Conf=67.6387%)
[2025-12-15T20:35:54.198735] [INFO ] [main      ] Fetching symbol history for OHI...
[2025-12-15T20:35:54.198781] [DEBUG] [REMOTE    ] OHI: Fetching historical data.
[2025-12-15T20:35:54.199640] [INFO ] [main      ] Progress: 136/429 forecasts completed (31.7%). ALZN finished in 0.7s. ETA: 49.5s. Rate: 355.11 forecasts/min
[2025-12-15T20:35:54.200461] [DEBUG] [REMOTE    ] COLL: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:54.201688] [DEBUG] [LOCAL     ] Loaded configuration for COLL: 5 features, N/A% accuracy
[2025-12-15T20:35:54.201740] [INFO ] [LOCAL     ] COLL: Loaded 5 optimal features with 57.43% confidence from JSON config
[2025-12-15T20:35:54.201771] [DEBUG] [MAG       ] Building data for symbol: COLL with lookback: 0
[2025-12-15T20:35:54.202541] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-15T20:35:54.202623] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:35:54.207347] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-15T20:35:54.208104] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-15T20:35:54.208795] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-15T20:35:54.210088] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-15T20:35:54.210389] [DEBUG] [REMOTE    ] OHI: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:54.211167] [DEBUG] [LOCAL     ] Loaded configuration for OHI: 6 features, N/A% accuracy
[2025-12-15T20:35:54.211219] [INFO ] [LOCAL     ] OHI: Loaded 6 optimal features with 57.69% confidence from JSON config
[2025-12-15T20:35:54.211251] [DEBUG] [MAG       ] Building data for symbol: OHI with lookback: 0
[2025-12-15T20:35:54.211264] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:54.212051] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-15T20:35:54.212114] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:35:54.217093] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:35:54.219012] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:35:54.219503] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:35:54.219919] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-15T20:35:54.260803] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-15T20:35:54.261716] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:54.273652] [DEBUG] [MAG       ] PNFP: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:54.305076] [DEBUG] [MAG       ] VSTS: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:54.380277] [INFO ] [LOCAL     ] VSTS: Saved forecast.
[2025-12-15T20:35:54.380344] [INFO ] [main      ] VSTS: Signal=1 (Conf=90.0%), Magnitude=-4.31% (Conf=54.9689%)
[2025-12-15T20:35:54.380709] [INFO ] [main      ] Fetching symbol history for BNS...
[2025-12-15T20:35:54.380759] [DEBUG] [REMOTE    ] BNS: Fetching historical data.
[2025-12-15T20:35:54.381552] [INFO ] [main      ] Progress: 137/429 forecasts completed (31.9%). VSTS finished in 0.6s. ETA: 49.4s. Rate: 354.91 forecasts/min
[2025-12-15T20:35:54.392801] [DEBUG] [REMOTE    ] BNS: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:54.393706] [DEBUG] [LOCAL     ] Loaded configuration for BNS: 2 features, N/A% accuracy
[2025-12-15T20:35:54.393763] [INFO ] [LOCAL     ] BNS: Loaded 2 optimal features with 61.96% confidence from JSON config
[2025-12-15T20:35:54.393794] [DEBUG] [MAG       ] Building data for symbol: BNS with lookback: 0
[2025-12-15T20:35:54.394557] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-15T20:35:54.394638] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:35:54.397300] [INFO ] [LOCAL     ] PNFP: Saved forecast.
[2025-12-15T20:35:54.397366] [INFO ] [main      ] PNFP: Signal=1 (Conf=90.0%), Magnitude=1.33% (Conf=53.7544%)
[2025-12-15T20:35:54.397842] [INFO ] [main      ] Fetching symbol history for REYN...
[2025-12-15T20:35:54.397893] [DEBUG] [REMOTE    ] REYN: Fetching historical data.
[2025-12-15T20:35:54.398654] [INFO ] [main      ] Progress: 138/429 forecasts completed (32.2%). PNFP finished in 0.7s. ETA: 48.9s. Rate: 357.24 forecasts/min
[2025-12-15T20:35:54.399668] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-15T20:35:54.402089] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:54.410090] [DEBUG] [REMOTE    ] REYN: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:54.410803] [DEBUG] [LOCAL     ] Loaded configuration for REYN: 5 features, N/A% accuracy
[2025-12-15T20:35:54.410854] [INFO ] [LOCAL     ] REYN: Loaded 5 optimal features with 56.03% confidence from JSON config
[2025-12-15T20:35:54.410884] [DEBUG] [MAG       ] Building data for symbol: REYN with lookback: 0
[2025-12-15T20:35:54.411686] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-15T20:35:54.411745] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:35:54.416712] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:35:54.418620] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:35:54.419134] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:35:54.419528] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-15T20:35:54.422207] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:54.568073] [DEBUG] [MAG       ] COLL: Last date is validated at 2025-12-15
[2025-12-15T20:35:54.601312] [DEBUG] [MAG       ] OHI: Last date is validated at 2025-12-15
[2025-12-15T20:35:54.743235] [DEBUG] [MAG       ] COLL: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:54.765704] [DEBUG] [MAG       ] REYN: Last date is validated at 2025-12-15
[2025-12-15T20:35:54.769265] [DEBUG] [MAG       ] OHI: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:54.776741] [DEBUG] [MAG       ] BNS: Last date is validated at 2025-12-15
[2025-12-15T20:35:54.827797] [INFO ] [LOCAL     ] COLL: Saved forecast.
[2025-12-15T20:35:54.827864] [INFO ] [main      ] COLL: Signal=1 (Conf=90.0%), Magnitude=0.68% (Conf=57.4254%)
[2025-12-15T20:35:54.828041] [INFO ] [main      ] Fetching symbol history for OXM...
[2025-12-15T20:35:54.828085] [DEBUG] [REMOTE    ] OXM: Fetching historical data.
[2025-12-15T20:35:54.829664] [INFO ] [main      ] Progress: 139/429 forecasts completed (32.4%). COLL finished in 0.6s. ETA: 49.3s. Rate: 353.26 forecasts/min
[2025-12-15T20:35:54.842515] [DEBUG] [REMOTE    ] OXM: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:54.843502] [DEBUG] [LOCAL     ] Loaded configuration for OXM: 4 features, N/A% accuracy
[2025-12-15T20:35:54.843596] [INFO ] [LOCAL     ] OXM: Loaded 4 optimal features with 49.10% confidence from JSON config
[2025-12-15T20:35:54.843636] [DEBUG] [MAG       ] Building data for symbol: OXM with lookback: 0
[2025-12-15T20:35:54.844743] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-15T20:35:54.844822] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:35:54.849270] [INFO ] [LOCAL     ] OHI: Saved forecast.
[2025-12-15T20:35:54.849340] [INFO ] [main      ] OHI: Signal=1 (Conf=90.0%), Magnitude=1.69% (Conf=57.6911%)
[2025-12-15T20:35:54.849736] [INFO ] [main      ] Fetching symbol history for IMMX...
[2025-12-15T20:35:54.849787] [DEBUG] [REMOTE    ] IMMX: Fetching historical data.
[2025-12-15T20:35:54.850634] [INFO ] [main      ] Progress: 140/429 forecasts completed (32.6%). OHI finished in 0.7s. ETA: 48.8s. Rate: 355.48 forecasts/min
[2025-12-15T20:35:54.851920] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-15T20:35:54.852917] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-15T20:35:54.853941] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-15T20:35:54.855923] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:54.861497] [DEBUG] [REMOTE    ] IMMX: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:54.862422] [DEBUG] [LOCAL     ] Loaded configuration for IMMX: 4 features, N/A% accuracy
[2025-12-15T20:35:54.862475] [INFO ] [LOCAL     ] IMMX: Loaded 4 optimal features with 45.64% confidence from JSON config
[2025-12-15T20:35:54.862510] [DEBUG] [MAG       ] Building data for symbol: IMMX with lookback: 0
[2025-12-15T20:35:54.863691] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-15T20:35:54.863752] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:35:54.868650] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:35:54.870487] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:35:54.870990] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:35:54.871401] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:54.937955] [DEBUG] [MAG       ] REYN: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:54.950886] [DEBUG] [MAG       ] BNS: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:55.010102] [INFO ] [LOCAL     ] REYN: Saved forecast.
[2025-12-15T20:35:55.010171] [INFO ] [main      ] REYN: Signal=1 (Conf=90.0%), Magnitude=0.46% (Conf=56.029%)
[2025-12-15T20:35:55.010561] [INFO ] [main      ] Fetching symbol history for PD...
[2025-12-15T20:35:55.010642] [DEBUG] [REMOTE    ] PD: Fetching historical data.
[2025-12-15T20:35:55.010615] [INFO ] [main      ] Progress: 141/429 forecasts completed (32.9%). REYN finished in 0.6s. ETA: 48.6s. Rate: 355.61 forecasts/min
[2025-12-15T20:35:55.022565] [DEBUG] [REMOTE    ] PD: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:55.023687] [DEBUG] [LOCAL     ] Loaded configuration for PD: 4 features, N/A% accuracy
[2025-12-15T20:35:55.023743] [INFO ] [LOCAL     ] PD: Loaded 4 optimal features with 47.28% confidence from JSON config
[2025-12-15T20:35:55.023775] [DEBUG] [MAG       ] Building data for symbol: PD with lookback: 0
[2025-12-15T20:35:55.024648] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-15T20:35:55.024715] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:35:55.029667] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-15T20:35:55.030476] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-15T20:35:55.031751] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-15T20:35:55.032742] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:55.035045] [INFO ] [LOCAL     ] BNS: Saved forecast.
[2025-12-15T20:35:55.035125] [INFO ] [main      ] BNS: Signal=1 (Conf=90.0%), Magnitude=-0.34% (Conf=61.9645%)
[2025-12-15T20:35:55.035529] [INFO ] [main      ] Progress: 142/429 forecasts completed (33.1%). BNS finished in 0.7s. ETA: 48.1s. Rate: 357.76 forecasts/min
[2025-12-15T20:35:55.035839] [INFO ] [main      ] Fetching symbol history for PDI...
[2025-12-15T20:35:55.035884] [DEBUG] [REMOTE    ] PDI: Fetching historical data.
[2025-12-15T20:35:55.048325] [DEBUG] [REMOTE    ] PDI: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:55.049715] [DEBUG] [LOCAL     ] Loaded configuration for PDI: 2 features, N/A% accuracy
[2025-12-15T20:35:55.049768] [INFO ] [LOCAL     ] PDI: Loaded 2 optimal features with 46.17% confidence from JSON config
[2025-12-15T20:35:55.049799] [DEBUG] [MAG       ] Building data for symbol: PDI with lookback: 0
[2025-12-15T20:35:55.050647] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-15T20:35:55.050707] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:35:55.055609] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-15T20:35:55.056891] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:55.210158] [DEBUG] [MAG       ] IMMX: Last date is validated at 2025-12-15
[2025-12-15T20:35:55.216157] [DEBUG] [MAG       ] OXM: Last date is validated at 2025-12-15
[2025-12-15T20:35:55.383203] [DEBUG] [MAG       ] PD: Last date is validated at 2025-12-15
[2025-12-15T20:35:55.384830] [DEBUG] [MAG       ] IMMX: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:55.395486] [DEBUG] [MAG       ] PDI: Last date is validated at 2025-12-15
[2025-12-15T20:35:55.399463] [DEBUG] [MAG       ] OXM: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:55.448184] [INFO ] [LOCAL     ] IMMX: Saved forecast.
[2025-12-15T20:35:55.448255] [INFO ] [main      ] IMMX: Signal=1 (Conf=90.0%), Magnitude=4.65% (Conf=45.6358%)
[2025-12-15T20:35:55.448630] [INFO ] [main      ] Fetching symbol history for JHX...
[2025-12-15T20:35:55.448680] [DEBUG] [REMOTE    ] JHX: Fetching historical data.
[2025-12-15T20:35:55.448659] [INFO ] [main      ] Progress: 143/429 forecasts completed (33.3%). IMMX finished in 0.6s. ETA: 48.5s. Rate: 354.14 forecasts/min
[2025-12-15T20:35:55.460891] [DEBUG] [REMOTE    ] JHX: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:55.461798] [DEBUG] [LOCAL     ] Loaded configuration for JHX: 2 features, N/A% accuracy
[2025-12-15T20:35:55.461853] [INFO ] [LOCAL     ] JHX: Loaded 2 optimal features with 49.40% confidence from JSON config
[2025-12-15T20:35:55.461885] [DEBUG] [MAG       ] Building data for symbol: JHX with lookback: 0
[2025-12-15T20:35:55.462688] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-15T20:35:55.462752] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-15T20:35:55.463634] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-15T20:35:55.464663] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:55.507111] [INFO ] [LOCAL     ] OXM: Saved forecast.
[2025-12-15T20:35:55.507179] [INFO ] [main      ] OXM: Signal=1 (Conf=90.0%), Magnitude=5.15% (Conf=49.0998%)
[2025-12-15T20:35:55.507339] [INFO ] [main      ] Fetching symbol history for COP...
[2025-12-15T20:35:55.507764] [DEBUG] [REMOTE    ] COP: Fetching historical data.
[2025-12-15T20:35:55.510675] [INFO ] [main      ] Progress: 144/429 forecasts completed (33.6%). OXM finished in 0.7s. ETA: 48.1s. Rate: 355.70 forecasts/min
[2025-12-15T20:35:55.522534] [DEBUG] [REMOTE    ] COP: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:55.523670] [DEBUG] [LOCAL     ] Loaded configuration for COP: 5 features, N/A% accuracy
[2025-12-15T20:35:55.523723] [INFO ] [LOCAL     ] COP: Loaded 5 optimal features with 63.30% confidence from JSON config
[2025-12-15T20:35:55.523754] [DEBUG] [MAG       ] Building data for symbol: COP with lookback: 0
[2025-12-15T20:35:55.524629] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-15T20:35:55.524689] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:35:55.529486] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:35:55.531274] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:35:55.531833] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:35:55.532260] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-15T20:35:55.533119] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:55.556847] [DEBUG] [MAG       ] PD: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:55.568717] [DEBUG] [MAG       ] PDI: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:55.629236] [INFO ] [LOCAL     ] PDI: Saved forecast.
[2025-12-15T20:35:55.629303] [INFO ] [main      ] PDI: Signal=1 (Conf=90.0%), Magnitude=-1.04% (Conf=46.1699%)
[2025-12-15T20:35:55.629652] [INFO ] [main      ] Fetching symbol history for BCAL...
[2025-12-15T20:35:55.629704] [DEBUG] [REMOTE    ] BCAL: Fetching historical data.
[2025-12-15T20:35:55.630592] [INFO ] [main      ] Progress: 145/429 forecasts completed (33.8%). PDI finished in 0.6s. ETA: 47.8s. Rate: 356.41 forecasts/min
[2025-12-15T20:35:55.635221] [INFO ] [LOCAL     ] PD: Saved forecast.
[2025-12-15T20:35:55.635288] [INFO ] [main      ] PD: Signal=1 (Conf=90.0%), Magnitude=5.50% (Conf=47.277%)
[2025-12-15T20:35:55.635694] [INFO ] [main      ] Fetching symbol history for BEPI...
[2025-12-15T20:35:55.635747] [DEBUG] [REMOTE    ] BEPI: Fetching historical data.
[2025-12-15T20:35:55.636312] [INFO ] [main      ] Progress: 146/429 forecasts completed (34.0%). PD finished in 0.6s. ETA: 47.3s. Rate: 358.79 forecasts/min
[2025-12-15T20:35:55.642324] [DEBUG] [REMOTE    ] BCAL: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:55.643323] [DEBUG] [LOCAL     ] Loaded configuration for BCAL: 5 features, N/A% accuracy
[2025-12-15T20:35:55.643376] [INFO ] [LOCAL     ] BCAL: Loaded 5 optimal features with 61.83% confidence from JSON config
[2025-12-15T20:35:55.643407] [DEBUG] [MAG       ] Building data for symbol: BCAL with lookback: 0
[2025-12-15T20:35:55.644197] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-15T20:35:55.644267] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:35:55.645984] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:35:55.646485] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-15T20:35:55.648099] [DEBUG] [REMOTE    ] BEPI: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:55.648973] [DEBUG] [LOCAL     ] Loaded configuration for BEPI: 6 features, N/A% accuracy
[2025-12-15T20:35:55.649050] [INFO ] [LOCAL     ] BEPI: Loaded 6 optimal features with 69.71% confidence from JSON config
[2025-12-15T20:35:55.649084] [DEBUG] [MAG       ] Building data for symbol: BEPI with lookback: 0
[2025-12-15T20:35:55.649976] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-15T20:35:55.650037] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-15T20:35:55.728164] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-15T20:35:55.729507] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-15T20:35:55.732511] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-15T20:35:55.734933] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-15T20:35:55.738957] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-15T20:35:55.739801] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:55.759041] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-15T20:35:55.762174] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-15T20:35:55.764281] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:55.799328] [DEBUG] [MAG       ] JHX: Last date is validated at 2025-12-15
[2025-12-15T20:35:55.865178] [DEBUG] [MAG       ] COP: Last date is validated at 2025-12-15
[2025-12-15T20:35:55.965282] [DEBUG] [MAG       ] JHX: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:56.029191] [DEBUG] [MAG       ] COP: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:56.052722] [INFO ] [LOCAL     ] JHX: Saved forecast.
[2025-12-15T20:35:56.052797] [INFO ] [main      ] JHX: Signal=1 (Conf=90.0%), Magnitude=2.93% (Conf=49.3991%)
[2025-12-15T20:35:56.053254] [INFO ] [main      ] Fetching symbol history for SF...
[2025-12-15T20:35:56.053306] [DEBUG] [REMOTE    ] SF: Fetching historical data.
[2025-12-15T20:35:56.053658] [INFO ] [main      ] Progress: 147/429 forecasts completed (34.3%). JHX finished in 0.6s. ETA: 47.6s. Rate: 355.17 forecasts/min
[2025-12-15T20:35:56.065734] [DEBUG] [REMOTE    ] SF: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:56.066667] [DEBUG] [LOCAL     ] Loaded configuration for SF: 9 features, N/A% accuracy
[2025-12-15T20:35:56.066721] [INFO ] [LOCAL     ] SF: Loaded 9 optimal features with 56.21% confidence from JSON config
[2025-12-15T20:35:56.066754] [DEBUG] [MAG       ] Building data for symbol: SF with lookback: 0
[2025-12-15T20:35:56.067516] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-15T20:35:56.067601] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:35:56.072358] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-15T20:35:56.090005] [DEBUG] [MAG       ] BEPI: Last date is validated at 2025-12-15
[2025-12-15T20:35:56.102217] [DEBUG] [MAG       ] BCAL: Last date is validated at 2025-12-15
[2025-12-15T20:35:56.110167] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:35:56.112052] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:35:56.112522] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-15T20:35:56.113545] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-15T20:35:56.115126] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-15T20:35:56.116174] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-15T20:35:56.116840] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-15T20:35:56.119516] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:56.137721] [INFO ] [LOCAL     ] COP: Saved forecast.
[2025-12-15T20:35:56.137787] [INFO ] [main      ] COP: Signal=1 (Conf=90.0%), Magnitude=-3.15% (Conf=63.2958%)
[2025-12-15T20:35:56.138135] [INFO ] [main      ] Fetching symbol history for CTAS...
[2025-12-15T20:35:56.138184] [DEBUG] [REMOTE    ] CTAS: Fetching historical data.
[2025-12-15T20:35:56.138657] [INFO ] [main      ] Progress: 148/429 forecasts completed (34.5%). COP finished in 0.6s. ETA: 47.3s. Rate: 356.37 forecasts/min
[2025-12-15T20:35:56.152178] [DEBUG] [REMOTE    ] CTAS: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:56.153138] [DEBUG] [LOCAL     ] Loaded configuration for CTAS: 6 features, N/A% accuracy
[2025-12-15T20:35:56.153188] [INFO ] [LOCAL     ] CTAS: Loaded 6 optimal features with 78.66% confidence from JSON config
[2025-12-15T20:35:56.153217] [DEBUG] [MAG       ] Building data for symbol: CTAS with lookback: 0
[2025-12-15T20:35:56.153987] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-15T20:35:56.154047] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:35:56.158744] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-15T20:35:56.159609] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-15T20:35:56.198106] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-15T20:35:56.199968] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-15T20:35:56.200675] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-15T20:35:56.217630] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:56.261502] [DEBUG] [MAG       ] BEPI: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:56.272262] [DEBUG] [MAG       ] BCAL: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:56.323146] [INFO ] [LOCAL     ] BEPI: Saved forecast.
[2025-12-15T20:35:56.323215] [INFO ] [main      ] BEPI: Signal=1 (Conf=90.0%), Magnitude=-0.21% (Conf=69.7114%)
[2025-12-15T20:35:56.323600] [INFO ] [main      ] Fetching symbol history for MANH...
[2025-12-15T20:35:56.323653] [DEBUG] [REMOTE    ] MANH: Fetching historical data.
[2025-12-15T20:35:56.323664] [INFO ] [main      ] Progress: 149/429 forecasts completed (34.7%). BEPI finished in 0.7s. ETA: 47.2s. Rate: 356.13 forecasts/min
[2025-12-15T20:35:56.335509] [DEBUG] [REMOTE    ] MANH: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:56.336335] [DEBUG] [LOCAL     ] Loaded configuration for MANH: 6 features, N/A% accuracy
[2025-12-15T20:35:56.336385] [INFO ] [LOCAL     ] MANH: Loaded 6 optimal features with 52.78% confidence from JSON config
[2025-12-15T20:35:56.336415] [DEBUG] [MAG       ] Building data for symbol: MANH with lookback: 0
[2025-12-15T20:35:56.337244] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-15T20:35:56.337305] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:35:56.339096] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:35:56.339639] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:35:56.340037] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-15T20:35:56.341090] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-15T20:35:56.343614] [INFO ] [LOCAL     ] BCAL: Saved forecast.
[2025-12-15T20:35:56.343683] [INFO ] [main      ] BCAL: Signal=1 (Conf=90.0%), Magnitude=0.01% (Conf=61.8303%)
[2025-12-15T20:35:56.343842] [INFO ] [main      ] Fetching symbol history for GLPG...
[2025-12-15T20:35:56.343887] [DEBUG] [REMOTE    ] GLPG: Fetching historical data.
[2025-12-15T20:35:56.344943] [INFO ] [main      ] Progress: 150/429 forecasts completed (35.0%). BCAL finished in 0.7s. ETA: 46.7s. Rate: 358.22 forecasts/min
[2025-12-15T20:35:56.355767] [DEBUG] [REMOTE    ] GLPG: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:56.356954] [DEBUG] [LOCAL     ] Loaded configuration for GLPG: 6 features, N/A% accuracy
[2025-12-15T20:35:56.357015] [INFO ] [LOCAL     ] GLPG: Loaded 6 optimal features with 49.18% confidence from JSON config
[2025-12-15T20:35:56.357047] [DEBUG] [MAG       ] Building data for symbol: GLPG with lookback: 0
[2025-12-15T20:35:56.357850] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-15T20:35:56.357920] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:35:56.362960] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:35:56.365031] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:35:56.365650] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:35:56.366261] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:35:56.366802] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-15T20:35:56.368517] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:56.421317] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-15T20:35:56.422737] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:56.450820] [DEBUG] [MAG       ] SF: Last date is validated at 2025-12-15
[2025-12-15T20:35:56.549719] [DEBUG] [MAG       ] CTAS: Last date is validated at 2025-12-15
[2025-12-15T20:35:56.616281] [DEBUG] [MAG       ] SF: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:56.712309] [DEBUG] [MAG       ] CTAS: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:56.716862] [DEBUG] [MAG       ] GLPG: Last date is validated at 2025-12-15
[2025-12-15T20:35:56.735219] [INFO ] [LOCAL     ] SF: Saved forecast.
[2025-12-15T20:35:56.735290] [INFO ] [main      ] SF: Signal=1 (Conf=90.0%), Magnitude=0.79% (Conf=56.2098%)
[2025-12-15T20:35:56.735679] [INFO ] [main      ] Fetching symbol history for HNRG...
[2025-12-15T20:35:56.735732] [DEBUG] [REMOTE    ] HNRG: Fetching historical data.
[2025-12-15T20:35:56.736143] [INFO ] [main      ] Progress: 151/429 forecasts completed (35.2%). SF finished in 0.7s. ETA: 47.0s. Rate: 355.08 forecasts/min
[2025-12-15T20:35:56.747969] [DEBUG] [REMOTE    ] HNRG: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:56.748839] [DEBUG] [LOCAL     ] Loaded configuration for HNRG: 10 features, N/A% accuracy
[2025-12-15T20:35:56.748892] [INFO ] [LOCAL     ] HNRG: Loaded 10 optimal features with 51.96% confidence from JSON config
[2025-12-15T20:35:56.748923] [DEBUG] [MAG       ] Building data for symbol: HNRG with lookback: 0
[2025-12-15T20:35:56.749839] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-15T20:35:56.749908] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:35:56.754931] [DEBUG] [MAG       ] MANH: Last date is validated at 2025-12-15
[2025-12-15T20:35:56.755393] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:35:56.757932] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:35:56.758531] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:35:56.759030] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-15T20:35:56.763495] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-15T20:35:56.765239] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-15T20:35:56.766662] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-15T20:35:56.768232] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-15T20:35:56.769145] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-15T20:35:56.770345] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:56.838609] [INFO ] [LOCAL     ] CTAS: Saved forecast.
[2025-12-15T20:35:56.838692] [INFO ] [main      ] CTAS: Signal=1 (Conf=90.0%), Magnitude=2.59% (Conf=78.6552%)
[2025-12-15T20:35:56.838851] [INFO ] [main      ] Fetching symbol history for AFCG...
[2025-12-15T20:35:56.838894] [DEBUG] [REMOTE    ] AFCG: Fetching historical data.
[2025-12-15T20:35:56.841273] [INFO ] [main      ] Progress: 152/429 forecasts completed (35.4%). CTAS finished in 0.7s. ETA: 46.7s. Rate: 355.96 forecasts/min
[2025-12-15T20:35:56.851063] [DEBUG] [REMOTE    ] AFCG: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:56.852098] [DEBUG] [LOCAL     ] Loaded configuration for AFCG: 8 features, N/A% accuracy
[2025-12-15T20:35:56.852148] [INFO ] [LOCAL     ] AFCG: Loaded 8 optimal features with 65.17% confidence from JSON config
[2025-12-15T20:35:56.852179] [DEBUG] [MAG       ] Building data for symbol: AFCG with lookback: 0
[2025-12-15T20:35:56.852960] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-15T20:35:56.853022] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:35:56.857808] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:35:56.859595] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:35:56.860073] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:35:56.860449] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-15T20:35:56.861305] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-15T20:35:56.863632] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-15T20:35:56.886670] [DEBUG] [MAG       ] GLPG: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:56.920293] [DEBUG] [MAG       ] MANH: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:56.966838] [INFO ] [LOCAL     ] GLPG: Saved forecast.
[2025-12-15T20:35:56.966905] [INFO ] [main      ] GLPG: Signal=1 (Conf=90.0%), Magnitude=-2.87% (Conf=49.1755%)
[2025-12-15T20:35:56.967059] [INFO ] [main      ] Fetching symbol history for ETO...
[2025-12-15T20:35:56.967103] [DEBUG] [REMOTE    ] ETO: Fetching historical data.
[2025-12-15T20:35:56.968036] [INFO ] [main      ] Progress: 153/429 forecasts completed (35.7%). GLPG finished in 0.6s. ETA: 46.4s. Rate: 356.54 forecasts/min
[2025-12-15T20:35:56.972022] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-15T20:35:56.972831] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:56.978640] [DEBUG] [REMOTE    ] ETO: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:56.979712] [DEBUG] [LOCAL     ] Loaded configuration for ETO: 3 features, N/A% accuracy
[2025-12-15T20:35:56.979771] [INFO ] [LOCAL     ] ETO: Loaded 3 optimal features with 55.91% confidence from JSON config
[2025-12-15T20:35:56.979802] [DEBUG] [MAG       ] Building data for symbol: ETO with lookback: 0
[2025-12-15T20:35:56.980666] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-15T20:35:56.980726] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:35:56.985596] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:35:56.987386] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:35:56.987892] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:57.083113] [INFO ] [LOCAL     ] MANH: Saved forecast.
[2025-12-15T20:35:57.083181] [INFO ] [main      ] MANH: Signal=1 (Conf=90.0%), Magnitude=-1.26% (Conf=52.783%)
[2025-12-15T20:35:57.083533] [INFO ] [main      ] Fetching symbol history for MIGI...
[2025-12-15T20:35:57.083610] [DEBUG] [REMOTE    ] MIGI: Fetching historical data.
[2025-12-15T20:35:57.083656] [INFO ] [main      ] Progress: 154/429 forecasts completed (35.9%). MANH finished in 0.8s. ETA: 46.2s. Rate: 357.27 forecasts/min
[2025-12-15T20:35:57.095718] [DEBUG] [REMOTE    ] MIGI: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:57.096843] [DEBUG] [LOCAL     ] Loaded configuration for MIGI: 4 features, N/A% accuracy
[2025-12-15T20:35:57.096896] [INFO ] [LOCAL     ] MIGI: Loaded 4 optimal features with 54.68% confidence from JSON config
[2025-12-15T20:35:57.096929] [DEBUG] [MAG       ] Building data for symbol: MIGI with lookback: 0
[2025-12-15T20:35:57.097773] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-15T20:35:57.097835] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:35:57.102895] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-15T20:35:57.103940] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-15T20:35:57.104646] [DEBUG] [MAG       ] HNRG: Last date is validated at 2025-12-15
[2025-12-15T20:35:57.105528] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-15T20:35:57.108344] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:57.274064] [DEBUG] [MAG       ] HNRG: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:57.305267] [DEBUG] [MAG       ] AFCG: Last date is validated at 2025-12-15
[2025-12-15T20:35:57.324084] [DEBUG] [MAG       ] ETO: Last date is validated at 2025-12-15
[2025-12-15T20:35:57.446691] [INFO ] [LOCAL     ] HNRG: Saved forecast.
[2025-12-15T20:35:57.446755] [INFO ] [main      ] HNRG: Signal=1 (Conf=90.0%), Magnitude=-5.02% (Conf=51.9627%)
[2025-12-15T20:35:57.447118] [INFO ] [main      ] Fetching symbol history for RDY...
[2025-12-15T20:35:57.447168] [DEBUG] [REMOTE    ] RDY: Fetching historical data.
[2025-12-15T20:35:57.447684] [INFO ] [main      ] Progress: 155/429 forecasts completed (36.1%). HNRG finished in 0.7s. ETA: 46.4s. Rate: 354.60 forecasts/min
[2025-12-15T20:35:57.459821] [DEBUG] [REMOTE    ] RDY: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:57.460312] [DEBUG] [MAG       ] MIGI: Last date is validated at 2025-12-15
[2025-12-15T20:35:57.460844] [DEBUG] [LOCAL     ] Loaded configuration for RDY: 2 features, N/A% accuracy
[2025-12-15T20:35:57.460900] [INFO ] [LOCAL     ] RDY: Loaded 2 optimal features with 48.90% confidence from JSON config
[2025-12-15T20:35:57.460931] [DEBUG] [MAG       ] Building data for symbol: RDY with lookback: 0
[2025-12-15T20:35:57.461715] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-15T20:35:57.461773] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-15T20:35:57.464104] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-15T20:35:57.465191] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:57.469498] [DEBUG] [MAG       ] AFCG: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:57.492340] [DEBUG] [MAG       ] ETO: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:57.535789] [INFO ] [LOCAL     ] AFCG: Saved forecast.
[2025-12-15T20:35:57.535860] [INFO ] [main      ] AFCG: Signal=1 (Conf=90.0%), Magnitude=-12.00% (Conf=65.1725%)
[2025-12-15T20:35:57.536317] [INFO ] [main      ] Fetching symbol history for INVH...
[2025-12-15T20:35:57.536369] [DEBUG] [REMOTE    ] INVH: Fetching historical data.
[2025-12-15T20:35:57.536346] [INFO ] [main      ] Progress: 156/429 forecasts completed (36.4%). AFCG finished in 0.7s. ETA: 46.1s. Rate: 355.68 forecasts/min
[2025-12-15T20:35:57.549653] [DEBUG] [REMOTE    ] INVH: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:57.550843] [DEBUG] [LOCAL     ] Loaded configuration for INVH: 5 features, N/A% accuracy
[2025-12-15T20:35:57.550897] [INFO ] [LOCAL     ] INVH: Loaded 5 optimal features with 49.45% confidence from JSON config
[2025-12-15T20:35:57.550930] [DEBUG] [MAG       ] Building data for symbol: INVH with lookback: 0
[2025-12-15T20:35:57.551759] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-15T20:35:57.551829] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:35:57.553566] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:35:57.554098] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:35:57.554521] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-15T20:35:57.557070] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-15T20:35:57.558025] [INFO ] [LOCAL     ] ETO: Saved forecast.
[2025-12-15T20:35:57.558089] [INFO ] [main      ] ETO: Signal=1 (Conf=90.0%), Magnitude=-0.31% (Conf=55.911%)
[2025-12-15T20:35:57.558450] [INFO ] [main      ] Progress: 157/429 forecasts completed (36.6%). ETO finished in 0.6s. ETA: 45.6s. Rate: 357.66 forecasts/min
[2025-12-15T20:35:57.558659] [INFO ] [main      ] Fetching symbol history for PSX...
[2025-12-15T20:35:57.558708] [DEBUG] [REMOTE    ] PSX: Fetching historical data.
[2025-12-15T20:35:57.570884] [DEBUG] [REMOTE    ] PSX: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:57.572458] [DEBUG] [LOCAL     ] Loaded configuration for PSX: 5 features, N/A% accuracy
[2025-12-15T20:35:57.572515] [INFO ] [LOCAL     ] PSX: Loaded 5 optimal features with 59.94% confidence from JSON config
[2025-12-15T20:35:57.572547] [DEBUG] [MAG       ] Building data for symbol: PSX with lookback: 0
[2025-12-15T20:35:57.573342] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-15T20:35:57.573403] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:35:57.575170] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:35:57.575707] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-15T20:35:57.576845] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-15T20:35:57.579321] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-15T20:35:57.601565] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:57.638827] [DEBUG] [MAG       ] MIGI: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:57.655651] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:57.755701] [INFO ] [LOCAL     ] MIGI: Saved forecast.
[2025-12-15T20:35:57.755768] [INFO ] [main      ] MIGI: Signal=1 (Conf=90.0%), Magnitude=5.52% (Conf=54.6766%)
[2025-12-15T20:35:57.756240] [INFO ] [main      ] Fetching symbol history for BSCQ...
[2025-12-15T20:35:57.756293] [DEBUG] [REMOTE    ] BSCQ: Fetching historical data.
[2025-12-15T20:35:57.756669] [INFO ] [main      ] Progress: 158/429 forecasts completed (36.8%). MIGI finished in 0.7s. ETA: 45.5s. Rate: 357.25 forecasts/min
[2025-12-15T20:35:57.770132] [DEBUG] [REMOTE    ] BSCQ: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:57.771095] [DEBUG] [LOCAL     ] Loaded configuration for BSCQ: 53 features, N/A% accuracy
[2025-12-15T20:35:57.771151] [INFO ] [LOCAL     ] BSCQ: Loaded 53 optimal features with 13.53% confidence from JSON config
[2025-12-15T20:35:57.771183] [DEBUG] [MAG       ] Building data for symbol: BSCQ with lookback: 0
[2025-12-15T20:35:57.772020] [DEBUG] [FEATURES  ] DataBuilder: Executing 53 feature methods.
[2025-12-15T20:35:57.772123] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:35:57.777002] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:35:57.778828] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:35:57.779371] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:35:57.779888] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:35:57.780409] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-15T20:35:57.781454] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-15T20:35:57.782336] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-15T20:35:57.784950] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-15T20:35:57.801342] [DEBUG] [MAG       ] RDY: Last date is validated at 2025-12-15
[2025-12-15T20:35:57.898744] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-15T20:35:57.900774] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-15T20:35:57.940856] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-15T20:35:57.941988] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-15T20:35:57.955771] [DEBUG] [MAG       ] INVH: Last date is validated at 2025-12-15
[2025-12-15T20:35:57.968834] [DEBUG] [MAG       ] RDY: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:57.983511] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-15T20:35:57.984494] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-15T20:35:57.985784] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-15T20:35:57.993248] [DEBUG] [MAG       ] PSX: Last date is validated at 2025-12-15
[2025-12-15T20:35:58.034115] [INFO ] [LOCAL     ] RDY: Saved forecast.
[2025-12-15T20:35:58.034183] [INFO ] [main      ] RDY: Signal=1 (Conf=90.0%), Magnitude=0.26% (Conf=48.8976%)
[2025-12-15T20:35:58.034542] [INFO ] [main      ] Fetching symbol history for CHSCL...
[2025-12-15T20:35:58.034610] [DEBUG] [REMOTE    ] CHSCL: Fetching historical data.
[2025-12-15T20:35:58.034624] [INFO ] [main      ] Progress: 159/429 forecasts completed (37.1%). RDY finished in 0.6s. ETA: 45.5s. Rate: 355.78 forecasts/min
[2025-12-15T20:35:58.046256] [DEBUG] [REMOTE    ] CHSCL: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:58.047419] [DEBUG] [LOCAL     ] Loaded configuration for CHSCL: 3 features, N/A% accuracy
[2025-12-15T20:35:58.047470] [INFO ] [LOCAL     ] CHSCL: Loaded 3 optimal features with 51.46% confidence from JSON config
[2025-12-15T20:35:58.047501] [DEBUG] [MAG       ] Building data for symbol: CHSCL with lookback: 0
[2025-12-15T20:35:58.048284] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-15T20:35:58.048343] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:35:58.053482] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-15T20:35:58.054484] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-15T20:35:58.057032] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:58.064221] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-15T20:35:58.065102] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-15T20:35:58.067103] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-15T20:35:58.069912] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-15T20:35:58.070996] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-15T20:35:58.073045] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-15T20:35:58.073810] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-15T20:35:58.078113] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-15T20:35:58.079327] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-15T20:35:58.080649] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-15T20:35:58.082206] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-15T20:35:58.085113] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-15T20:35:58.085796] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-15T20:35:58.086506] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-15T20:35:58.088496] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-15T20:35:58.089655] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-15T20:35:58.090531] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-15T20:35:58.091261] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-12-15T20:35:58.092236] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-15T20:35:58.095373] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-15T20:35:58.097156] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-15T20:35:58.099796] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-15T20:35:58.101996] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-15T20:35:58.106552] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-15T20:35:58.125877] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-15T20:35:58.127060] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-15T20:35:58.128230] [DEBUG] [MAG       ] INVH: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:58.128740] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-15T20:35:58.129496] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-15T20:35:58.131147] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-15T20:35:58.132776] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-15T20:35:58.133767] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-15T20:35:58.135042] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-15T20:35:58.136301] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-15T20:35:58.138459] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-15T20:35:58.140152] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-15T20:35:58.143081] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-15T20:35:58.145002] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-15T20:35:58.151124] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:58.164220] [DEBUG] [MAG       ] PSX: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:58.203137] [INFO ] [LOCAL     ] INVH: Saved forecast.
[2025-12-15T20:35:58.203203] [INFO ] [main      ] INVH: Signal=1 (Conf=90.0%), Magnitude=-1.21% (Conf=49.4506%)
[2025-12-15T20:35:58.203362] [INFO ] [main      ] Fetching symbol history for TCPC...
[2025-12-15T20:35:58.203404] [DEBUG] [REMOTE    ] TCPC: Fetching historical data.
[2025-12-15T20:35:58.203895] [INFO ] [main      ] Progress: 160/429 forecasts completed (37.3%). INVH finished in 0.7s. ETA: 45.4s. Rate: 355.78 forecasts/min
[2025-12-15T20:35:58.216517] [DEBUG] [REMOTE    ] TCPC: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:58.217584] [DEBUG] [LOCAL     ] Loaded configuration for TCPC: 5 features, N/A% accuracy
[2025-12-15T20:35:58.217635] [INFO ] [LOCAL     ] TCPC: Loaded 5 optimal features with 51.44% confidence from JSON config
[2025-12-15T20:35:58.217665] [DEBUG] [MAG       ] Building data for symbol: TCPC with lookback: 0
[2025-12-15T20:35:58.218418] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-15T20:35:58.221044] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:35:58.225781] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-15T20:35:58.227442] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-15T20:35:58.228088] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-15T20:35:58.230478] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:35:58.232123] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:58.294253] [INFO ] [LOCAL     ] PSX: Saved forecast.
[2025-12-15T20:35:58.294320] [INFO ] [main      ] PSX: Signal=1 (Conf=90.0%), Magnitude=0.81% (Conf=59.9376%)
[2025-12-15T20:35:58.294495] [INFO ] [main      ] Fetching symbol history for QQQJ...
[2025-12-15T20:35:58.294544] [DEBUG] [REMOTE    ] QQQJ: Fetching historical data.
[2025-12-15T20:35:58.295183] [INFO ] [main      ] Progress: 161/429 forecasts completed (37.5%). PSX finished in 0.7s. ETA: 45.1s. Rate: 356.79 forecasts/min
[2025-12-15T20:35:58.306435] [DEBUG] [REMOTE    ] QQQJ: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:58.307259] [DEBUG] [LOCAL     ] Loaded configuration for QQQJ: 4 features, N/A% accuracy
[2025-12-15T20:35:58.307313] [INFO ] [LOCAL     ] QQQJ: Loaded 4 optimal features with 49.25% confidence from JSON config
[2025-12-15T20:35:58.307344] [DEBUG] [MAG       ] Building data for symbol: QQQJ with lookback: 0
[2025-12-15T20:35:58.308105] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-15T20:35:58.308164] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:35:58.309917] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:35:58.310414] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:35:58.310863] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-15T20:35:58.316590] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:58.397517] [DEBUG] [MAG       ] CHSCL: Last date is validated at 2025-12-15
[2025-12-15T20:35:58.506758] [DEBUG] [MAG       ] BSCQ: Last date is validated at 2025-12-15
[2025-12-15T20:35:58.567842] [DEBUG] [MAG       ] TCPC: Last date is validated at 2025-12-15
[2025-12-15T20:35:58.568323] [DEBUG] [MAG       ] CHSCL: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:58.627172] [INFO ] [LOCAL     ] CHSCL: Saved forecast.
[2025-12-15T20:35:58.627236] [INFO ] [main      ] CHSCL: Signal=1 (Conf=90.0%), Magnitude=0.05% (Conf=51.456%)
[2025-12-15T20:35:58.627612] [INFO ] [main      ] Fetching symbol history for FOSL...
[2025-12-15T20:35:58.627673] [DEBUG] [REMOTE    ] FOSL: Fetching historical data.
[2025-12-15T20:35:58.627668] [INFO ] [main      ] Progress: 162/429 forecasts completed (37.8%). CHSCL finished in 0.6s. ETA: 45.2s. Rate: 354.65 forecasts/min
[2025-12-15T20:35:58.639959] [DEBUG] [REMOTE    ] FOSL: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:58.640860] [DEBUG] [LOCAL     ] Loaded configuration for FOSL: 4 features, N/A% accuracy
[2025-12-15T20:35:58.640911] [INFO ] [LOCAL     ] FOSL: Loaded 4 optimal features with 46.71% confidence from JSON config
[2025-12-15T20:35:58.640942] [DEBUG] [MAG       ] Building data for symbol: FOSL with lookback: 0
[2025-12-15T20:35:58.641731] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-15T20:35:58.641790] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:35:58.646494] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-15T20:35:58.647305] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-15T20:35:58.648142] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-15T20:35:58.649861] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:58.660398] [DEBUG] [MAG       ] QQQJ: Last date is validated at 2025-12-15
[2025-12-15T20:35:58.675847] [DEBUG] [MAG       ] BSCQ: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:58.737171] [DEBUG] [MAG       ] TCPC: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:58.796762] [INFO ] [LOCAL     ] TCPC: Saved forecast.
[2025-12-15T20:35:58.796833] [INFO ] [main      ] TCPC: Signal=1 (Conf=90.0%), Magnitude=-4.88% (Conf=51.4396%)
[2025-12-15T20:35:58.797186] [INFO ] [main      ] Fetching symbol history for MILN...
[2025-12-15T20:35:58.797235] [DEBUG] [REMOTE    ] MILN: Fetching historical data.
[2025-12-15T20:35:58.797690] [INFO ] [main      ] Progress: 163/429 forecasts completed (38.0%). TCPC finished in 0.6s. ETA: 45.0s. Rate: 354.64 forecasts/min
[2025-12-15T20:35:58.828172] [DEBUG] [REMOTE    ] MILN: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:58.829108] [DEBUG] [LOCAL     ] Loaded configuration for MILN: 7 features, N/A% accuracy
[2025-12-15T20:35:58.829158] [INFO ] [LOCAL     ] MILN: Loaded 7 optimal features with 56.92% confidence from JSON config
[2025-12-15T20:35:58.829187] [DEBUG] [MAG       ] Building data for symbol: MILN with lookback: 0
[2025-12-15T20:35:58.830000] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-15T20:35:58.830071] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-15T20:35:58.830791] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:35:58.832772] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:35:58.833284] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-15T20:35:58.834359] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-15T20:35:58.836336] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-15T20:35:58.836531] [DEBUG] [MAG       ] QQQJ: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:58.837370] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-15T20:35:58.838090] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:58.909952] [INFO ] [LOCAL     ] QQQJ: Saved forecast.
[2025-12-15T20:35:58.910020] [INFO ] [main      ] QQQJ: Signal=1 (Conf=90.0%), Magnitude=0.09% (Conf=49.2488%)
[2025-12-15T20:35:58.910185] [INFO ] [main      ] Fetching symbol history for TERN...
[2025-12-15T20:35:58.910230] [DEBUG] [REMOTE    ] TERN: Fetching historical data.
[2025-12-15T20:35:58.911163] [INFO ] [main      ] Progress: 164/429 forecasts completed (38.2%). QQQJ finished in 0.6s. ETA: 44.7s. Rate: 355.36 forecasts/min
[2025-12-15T20:35:58.922563] [DEBUG] [REMOTE    ] TERN: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:58.924016] [DEBUG] [LOCAL     ] Loaded configuration for TERN: 5 features, N/A% accuracy
[2025-12-15T20:35:58.924070] [INFO ] [LOCAL     ] TERN: Loaded 5 optimal features with 57.09% confidence from JSON config
[2025-12-15T20:35:58.924102] [DEBUG] [MAG       ] Building data for symbol: TERN with lookback: 0
[2025-12-15T20:35:58.924928] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-15T20:35:58.924991] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:35:58.929929] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-15T20:35:58.931342] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-15T20:35:58.934670] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-15T20:35:58.943550] [INFO ] [LOCAL     ] BSCQ: Saved forecast.
[2025-12-15T20:35:58.943655] [INFO ] [main      ] BSCQ: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=13.5335%)
[2025-12-15T20:35:58.944015] [INFO ] [main      ] Fetching symbol history for ASH...
[2025-12-15T20:35:58.944065] [DEBUG] [REMOTE    ] ASH: Fetching historical data.
[2025-12-15T20:35:58.944660] [INFO ] [main      ] Progress: 165/429 forecasts completed (38.5%). BSCQ finished in 1.2s. ETA: 44.4s. Rate: 357.09 forecasts/min
[2025-12-15T20:35:58.950509] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-15T20:35:58.952052] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:58.956390] [DEBUG] [REMOTE    ] ASH: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:58.957518] [DEBUG] [LOCAL     ] Loaded configuration for ASH: 1 features, N/A% accuracy
[2025-12-15T20:35:58.957569] [INFO ] [LOCAL     ] ASH: Loaded 1 optimal features with 39.98% confidence from JSON config
[2025-12-15T20:35:58.957618] [DEBUG] [MAG       ] Building data for symbol: ASH with lookback: 0
[2025-12-15T20:35:58.958389] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-15T20:35:58.958447] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-15T20:35:58.960486] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:59.077075] [DEBUG] [MAG       ] FOSL: Last date is validated at 2025-12-15
[2025-12-15T20:35:59.174188] [DEBUG] [MAG       ] MILN: Last date is validated at 2025-12-15
[2025-12-15T20:35:59.251776] [DEBUG] [MAG       ] FOSL: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:59.304156] [DEBUG] [MAG       ] ASH: Last date is validated at 2025-12-15
[2025-12-15T20:35:59.314327] [INFO ] [LOCAL     ] FOSL: Saved forecast.
[2025-12-15T20:35:59.314391] [INFO ] [main      ] FOSL: Signal=1 (Conf=90.0%), Magnitude=-1.77% (Conf=46.7053%)
[2025-12-15T20:35:59.314551] [INFO ] [main      ] Fetching symbol history for LEA...
[2025-12-15T20:35:59.314994] [DEBUG] [REMOTE    ] LEA: Fetching historical data.
[2025-12-15T20:35:59.316675] [INFO ] [main      ] Progress: 166/429 forecasts completed (38.7%). FOSL finished in 0.7s. ETA: 44.5s. Rate: 354.50 forecasts/min
[2025-12-15T20:35:59.327260] [DEBUG] [REMOTE    ] LEA: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:59.328194] [DEBUG] [LOCAL     ] Loaded configuration for LEA: 5 features, N/A% accuracy
[2025-12-15T20:35:59.328244] [INFO ] [LOCAL     ] LEA: Loaded 5 optimal features with 37.24% confidence from JSON config
[2025-12-15T20:35:59.328275] [DEBUG] [MAG       ] Building data for symbol: LEA with lookback: 0
[2025-12-15T20:35:59.329096] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-15T20:35:59.329157] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-15T20:35:59.330177] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-15T20:35:59.331507] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-15T20:35:59.334304] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-15T20:35:59.335000] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-15T20:35:59.336507] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:59.341776] [DEBUG] [MAG       ] MILN: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:59.360717] [DEBUG] [MAG       ] TERN: Last date is validated at 2025-12-15
[2025-12-15T20:35:59.419482] [INFO ] [LOCAL     ] MILN: Saved forecast.
[2025-12-15T20:35:59.419552] [INFO ] [main      ] MILN: Signal=1 (Conf=90.0%), Magnitude=0.49% (Conf=56.9192%)
[2025-12-15T20:35:59.419726] [INFO ] [main      ] Fetching symbol history for AEI...
[2025-12-15T20:35:59.419769] [DEBUG] [REMOTE    ] AEI: Fetching historical data.
[2025-12-15T20:35:59.420873] [INFO ] [main      ] Progress: 167/429 forecasts completed (38.9%). MILN finished in 0.6s. ETA: 44.2s. Rate: 355.32 forecasts/min
[2025-12-15T20:35:59.431172] [DEBUG] [REMOTE    ] AEI: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:59.431969] [DEBUG] [LOCAL     ] Loaded configuration for AEI: 3 features, N/A% accuracy
[2025-12-15T20:35:59.432019] [INFO ] [LOCAL     ] AEI: Loaded 3 optimal features with 48.68% confidence from JSON config
[2025-12-15T20:35:59.432049] [DEBUG] [MAG       ] Building data for symbol: AEI with lookback: 0
[2025-12-15T20:35:59.432830] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-15T20:35:59.432888] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:35:59.437536] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-15T20:35:59.470725] [DEBUG] [MAG       ] ASH: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:59.477359] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-15T20:35:59.478338] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:59.529885] [DEBUG] [MAG       ] TERN: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:59.558623] [INFO ] [LOCAL     ] ASH: Saved forecast.
[2025-12-15T20:35:59.558691] [INFO ] [main      ] ASH: Signal=1 (Conf=90.0%), Magnitude=4.31% (Conf=39.9818%)
[2025-12-15T20:35:59.558853] [INFO ] [main      ] Fetching symbol history for EXP...
[2025-12-15T20:35:59.558895] [DEBUG] [REMOTE    ] EXP: Fetching historical data.
[2025-12-15T20:35:59.559938] [INFO ] [main      ] Progress: 168/429 forecasts completed (39.2%). ASH finished in 0.6s. ETA: 44.0s. Rate: 355.69 forecasts/min
[2025-12-15T20:35:59.570613] [DEBUG] [REMOTE    ] EXP: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:59.571489] [DEBUG] [LOCAL     ] Loaded configuration for EXP: 0 features, N/A% accuracy
[2025-12-15T20:35:59.571545] [INFO ] [LOCAL     ] EXP: Loaded 0 optimal features with 51.99% confidence from JSON config
[2025-12-15T20:35:59.571599] [DEBUG] [MAG       ] Building data for symbol: EXP with lookback: 0
[2025-12-15T20:35:59.572370] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-15T20:35:59.649757] [INFO ] [LOCAL     ] TERN: Saved forecast.
[2025-12-15T20:35:59.649825] [INFO ] [main      ] TERN: Signal=1 (Conf=90.0%), Magnitude=-4.75% (Conf=57.0941%)
[2025-12-15T20:35:59.650162] [INFO ] [main      ] Fetching symbol history for SHEL...
[2025-12-15T20:35:59.650211] [DEBUG] [REMOTE    ] SHEL: Fetching historical data.
[2025-12-15T20:35:59.650658] [INFO ] [main      ] Progress: 169/429 forecasts completed (39.4%). TERN finished in 0.7s. ETA: 43.7s. Rate: 356.67 forecasts/min
[2025-12-15T20:35:59.661398] [DEBUG] [REMOTE    ] SHEL: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:59.662558] [DEBUG] [LOCAL     ] Loaded configuration for SHEL: 4 features, N/A% accuracy
[2025-12-15T20:35:59.662632] [INFO ] [LOCAL     ] SHEL: Loaded 4 optimal features with 58.15% confidence from JSON config
[2025-12-15T20:35:59.662664] [DEBUG] [MAG       ] Building data for symbol: SHEL with lookback: 0
[2025-12-15T20:35:59.663412] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-15T20:35:59.663471] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:35:59.668181] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-15T20:35:59.670701] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-15T20:35:59.683484] [DEBUG] [MAG       ] LEA: Last date is validated at 2025-12-15
[2025-12-15T20:35:59.787862] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-15T20:35:59.790716] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:35:59.823475] [DEBUG] [MAG       ] AEI: Last date is validated at 2025-12-15
[2025-12-15T20:35:59.850251] [DEBUG] [MAG       ] LEA: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:35:59.907380] [DEBUG] [MAG       ] EXP: Last date is validated at 2025-12-15
[2025-12-15T20:35:59.952693] [INFO ] [LOCAL     ] LEA: Saved forecast.
[2025-12-15T20:35:59.952760] [INFO ] [main      ] LEA: Signal=1 (Conf=90.0%), Magnitude=-0.94% (Conf=37.2419%)
[2025-12-15T20:35:59.953158] [INFO ] [main      ] Fetching symbol history for FTSM...
[2025-12-15T20:35:59.953208] [DEBUG] [REMOTE    ] FTSM: Fetching historical data.
[2025-12-15T20:35:59.953460] [INFO ] [main      ] Progress: 170/429 forecasts completed (39.6%). LEA finished in 0.6s. ETA: 43.8s. Rate: 355.00 forecasts/min
[2025-12-15T20:35:59.964315] [DEBUG] [REMOTE    ] FTSM: Successfully parsed 300 rows of historical data.
[2025-12-15T20:35:59.965149] [DEBUG] [LOCAL     ] Loaded configuration for FTSM: 50 features, N/A% accuracy
[2025-12-15T20:35:59.965199] [INFO ] [LOCAL     ] FTSM: Loaded 50 optimal features with 14.50% confidence from JSON config
[2025-12-15T20:35:59.965230] [DEBUG] [MAG       ] Building data for symbol: FTSM with lookback: 0
[2025-12-15T20:35:59.965992] [DEBUG] [FEATURES  ] DataBuilder: Executing 50 feature methods.
[2025-12-15T20:35:59.966097] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:35:59.970820] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:35:59.972540] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:35:59.973027] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:35:59.973458] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:35:59.973862] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-15T20:35:59.974603] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-15T20:35:59.975377] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-15T20:35:59.977708] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-15T20:35:59.991083] [DEBUG] [MAG       ] AEI: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:00.050939] [INFO ] [LOCAL     ] AEI: Saved forecast.
[2025-12-15T20:36:00.051008] [INFO ] [main      ] AEI: Signal=1 (Conf=90.0%), Magnitude=-2.08% (Conf=48.6752%)
[2025-12-15T20:36:00.051172] [INFO ] [main      ] Fetching symbol history for CM...
[2025-12-15T20:36:00.051216] [DEBUG] [REMOTE    ] CM: Fetching historical data.
[2025-12-15T20:36:00.052656] [INFO ] [main      ] Progress: 171/429 forecasts completed (39.9%). AEI finished in 0.6s. ETA: 43.5s. Rate: 355.85 forecasts/min
[2025-12-15T20:36:00.063504] [DEBUG] [REMOTE    ] CM: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:00.064378] [DEBUG] [LOCAL     ] Loaded configuration for CM: 5 features, N/A% accuracy
[2025-12-15T20:36:00.064433] [INFO ] [LOCAL     ] CM: Loaded 5 optimal features with 64.93% confidence from JSON config
[2025-12-15T20:36:00.064464] [DEBUG] [MAG       ] Building data for symbol: CM with lookback: 0
[2025-12-15T20:36:00.065293] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-15T20:36:00.065367] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:00.067071] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:36:00.067654] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:36:00.068106] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:36:00.068498] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-15T20:36:00.069337] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:00.072023] [DEBUG] [MAG       ] EXP: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:00.090192] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-15T20:36:00.092335] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-15T20:36:00.131223] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-15T20:36:00.132255] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-15T20:36:00.153885] [DEBUG] [MAG       ] SHEL: Last date is validated at 2025-12-15
[2025-12-15T20:36:00.176496] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-15T20:36:00.177341] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-15T20:36:00.178533] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-15T20:36:00.194358] [INFO ] [LOCAL     ] EXP: Saved forecast.
[2025-12-15T20:36:00.194424] [INFO ] [main      ] EXP: Signal=1 (Conf=90.0%), Magnitude=-2.66% (Conf=51.9851%)
[2025-12-15T20:36:00.194600] [INFO ] [main      ] Fetching symbol history for INSG...
[2025-12-15T20:36:00.194644] [DEBUG] [REMOTE    ] INSG: Fetching historical data.
[2025-12-15T20:36:00.195307] [INFO ] [main      ] Progress: 172/429 forecasts completed (40.1%). EXP finished in 0.6s. ETA: 43.3s. Rate: 356.17 forecasts/min
[2025-12-15T20:36:00.207351] [DEBUG] [REMOTE    ] INSG: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:00.208216] [DEBUG] [LOCAL     ] Loaded configuration for INSG: 6 features, N/A% accuracy
[2025-12-15T20:36:00.208276] [INFO ] [LOCAL     ] INSG: Loaded 6 optimal features with 58.26% confidence from JSON config
[2025-12-15T20:36:00.208309] [DEBUG] [MAG       ] Building data for symbol: INSG with lookback: 0
[2025-12-15T20:36:00.209134] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-15T20:36:00.209196] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:00.211194] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:36:00.211708] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:36:00.212141] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-15T20:36:00.212914] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-15T20:36:00.213741] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-15T20:36:00.215307] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:00.254587] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-15T20:36:00.255422] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-15T20:36:00.257179] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-15T20:36:00.260211] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-15T20:36:00.261246] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-15T20:36:00.263151] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-15T20:36:00.263898] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-15T20:36:00.268054] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-15T20:36:00.269236] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-15T20:36:00.270536] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-15T20:36:00.272081] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-15T20:36:00.274920] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-15T20:36:00.275566] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-15T20:36:00.276270] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-15T20:36:00.278319] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-15T20:36:00.279451] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-15T20:36:00.280172] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-15T20:36:00.280920] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-12-15T20:36:00.281619] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-15T20:36:00.284307] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-15T20:36:00.285960] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-15T20:36:00.288510] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-15T20:36:00.290754] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-15T20:36:00.294474] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-15T20:36:00.311673] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-15T20:36:00.312839] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-15T20:36:00.314505] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-15T20:36:00.315263] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-15T20:36:00.316840] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-15T20:36:00.318410] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-15T20:36:00.319335] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-15T20:36:00.319412] [DEBUG] [MAG       ] SHEL: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:00.320527] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-15T20:36:00.321749] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-15T20:36:00.323839] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-15T20:36:00.325318] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:00.415859] [INFO ] [LOCAL     ] SHEL: Saved forecast.
[2025-12-15T20:36:00.415927] [INFO ] [main      ] SHEL: Signal=1 (Conf=90.0%), Magnitude=0.55% (Conf=58.1507%)
[2025-12-15T20:36:00.416275] [INFO ] [main      ] Fetching symbol history for EVF...
[2025-12-15T20:36:00.416329] [DEBUG] [REMOTE    ] EVF: Fetching historical data.
[2025-12-15T20:36:00.416656] [INFO ] [main      ] Progress: 173/429 forecasts completed (40.3%). SHEL finished in 0.8s. ETA: 43.2s. Rate: 355.53 forecasts/min
[2025-12-15T20:36:00.426092] [DEBUG] [MAG       ] CM: Last date is validated at 2025-12-15
[2025-12-15T20:36:00.427387] [DEBUG] [REMOTE    ] EVF: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:00.428256] [DEBUG] [LOCAL     ] Loaded configuration for EVF: 4 features, N/A% accuracy
[2025-12-15T20:36:00.428314] [INFO ] [LOCAL     ] EVF: Loaded 4 optimal features with 41.33% confidence from JSON config
[2025-12-15T20:36:00.428347] [DEBUG] [MAG       ] Building data for symbol: EVF with lookback: 0
[2025-12-15T20:36:00.429184] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-15T20:36:00.429246] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:00.433969] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:00.435761] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:36:00.436243] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-15T20:36:00.453176] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:00.548626] [DEBUG] [MAG       ] INSG: Last date is validated at 2025-12-15
[2025-12-15T20:36:00.613060] [DEBUG] [MAG       ] CM: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:00.686698] [DEBUG] [MAG       ] FTSM: Last date is validated at 2025-12-15
[2025-12-15T20:36:00.706790] [INFO ] [LOCAL     ] CM: Saved forecast.
[2025-12-15T20:36:00.706860] [INFO ] [main      ] CM: Signal=1 (Conf=90.0%), Magnitude=-0.40% (Conf=64.9339%)
[2025-12-15T20:36:00.707023] [INFO ] [main      ] Fetching symbol history for CIF...
[2025-12-15T20:36:00.707068] [DEBUG] [REMOTE    ] CIF: Fetching historical data.
[2025-12-15T20:36:00.708663] [INFO ] [main      ] Progress: 174/429 forecasts completed (40.6%). CM finished in 0.7s. ETA: 43.2s. Rate: 354.04 forecasts/min
[2025-12-15T20:36:00.720208] [DEBUG] [REMOTE    ] CIF: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:00.721180] [DEBUG] [LOCAL     ] Loaded configuration for CIF: 0 features, N/A% accuracy
[2025-12-15T20:36:00.721236] [INFO ] [LOCAL     ] CIF: Loaded 0 optimal features with 16.43% confidence from JSON config
[2025-12-15T20:36:00.721268] [DEBUG] [MAG       ] Building data for symbol: CIF with lookback: 0
[2025-12-15T20:36:00.722070] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-15T20:36:00.743554] [DEBUG] [MAG       ] INSG: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:00.792887] [DEBUG] [MAG       ] EVF: Last date is validated at 2025-12-15
[2025-12-15T20:36:00.827599] [INFO ] [LOCAL     ] INSG: Saved forecast.
[2025-12-15T20:36:00.827679] [INFO ] [main      ] INSG: Signal=1 (Conf=90.0%), Magnitude=4.88% (Conf=58.2599%)
[2025-12-15T20:36:00.828036] [INFO ] [main      ] Progress: 175/429 forecasts completed (40.8%). INSG finished in 0.6s. ETA: 43.0s. Rate: 354.64 forecasts/min
[2025-12-15T20:36:00.828164] [INFO ] [main      ] Fetching symbol history for MCHI...
[2025-12-15T20:36:00.828207] [DEBUG] [REMOTE    ] MCHI: Fetching historical data.
[2025-12-15T20:36:00.842553] [DEBUG] [REMOTE    ] MCHI: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:00.844143] [DEBUG] [LOCAL     ] Loaded configuration for MCHI: 10 features, N/A% accuracy
[2025-12-15T20:36:00.844203] [INFO ] [LOCAL     ] MCHI: Loaded 10 optimal features with 47.52% confidence from JSON config
[2025-12-15T20:36:00.844236] [DEBUG] [MAG       ] Building data for symbol: MCHI with lookback: 0
[2025-12-15T20:36:00.845092] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-15T20:36:00.845170] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-15T20:36:00.847646] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-15T20:36:00.848730] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-15T20:36:00.849393] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-15T20:36:00.850596] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:00.852473] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:36:00.852997] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-15T20:36:00.854090] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-15T20:36:00.857169] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-15T20:36:00.858838] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-15T20:36:00.859783] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:00.879408] [DEBUG] [MAG       ] FTSM: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:00.979910] [DEBUG] [MAG       ] EVF: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:01.048103] [INFO ] [LOCAL     ] EVF: Saved forecast.
[2025-12-15T20:36:01.048167] [INFO ] [main      ] EVF: Signal=1 (Conf=90.0%), Magnitude=-0.36% (Conf=41.3252%)
[2025-12-15T20:36:01.048539] [INFO ] [main      ] Fetching symbol history for VC...
[2025-12-15T20:36:01.048608] [DEBUG] [REMOTE    ] VC: Fetching historical data.
[2025-12-15T20:36:01.049441] [INFO ] [main      ] Progress: 176/429 forecasts completed (41.0%). EVF finished in 0.6s. ETA: 42.9s. Rate: 354.02 forecasts/min
[2025-12-15T20:36:01.069796] [DEBUG] [REMOTE    ] VC: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:01.070507] [DEBUG] [LOCAL     ] Loaded configuration for VC: 3 features, N/A% accuracy
[2025-12-15T20:36:01.070560] [INFO ] [LOCAL     ] VC: Loaded 3 optimal features with 52.55% confidence from JSON config
[2025-12-15T20:36:01.070631] [DEBUG] [MAG       ] Building data for symbol: VC with lookback: 0
[2025-12-15T20:36:01.075123] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-15T20:36:01.075187] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:01.089948] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-15T20:36:01.176793] [DEBUG] [MAG       ] CIF: Last date is validated at 2025-12-15
[2025-12-15T20:36:01.257506] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-15T20:36:01.258819] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:01.276203] [DEBUG] [MAG       ] MCHI: Last date is validated at 2025-12-15
[2025-12-15T20:36:01.319210] [INFO ] [LOCAL     ] FTSM: Saved forecast.
[2025-12-15T20:36:01.319280] [INFO ] [main      ] FTSM: Signal=1 (Conf=90.0%), Magnitude=-0.01% (Conf=14.4978%)
[2025-12-15T20:36:01.319760] [INFO ] [main      ] Progress: 177/429 forecasts completed (41.3%). FTSM finished in 1.4s. ETA: 42.9s. Rate: 352.83 forecasts/min
[2025-12-15T20:36:01.319885] [INFO ] [main      ] Fetching symbol history for PRGO...
[2025-12-15T20:36:01.320116] [DEBUG] [REMOTE    ] PRGO: Fetching historical data.
[2025-12-15T20:36:01.353423] [DEBUG] [REMOTE    ] PRGO: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:01.355973] [DEBUG] [LOCAL     ] Loaded configuration for PRGO: 6 features, N/A% accuracy
[2025-12-15T20:36:01.356037] [INFO ] [LOCAL     ] PRGO: Loaded 6 optimal features with 44.88% confidence from JSON config
[2025-12-15T20:36:01.356069] [DEBUG] [MAG       ] Building data for symbol: PRGO with lookback: 0
[2025-12-15T20:36:01.356912] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-15T20:36:01.356972] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:01.371859] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:01.378801] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:36:01.381966] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:36:01.382423] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:36:01.382845] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-15T20:36:01.426302] [DEBUG] [MAG       ] CIF: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:01.454182] [DEBUG] [MAG       ] MCHI: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:01.474823] [INFO ] [LOCAL     ] CIF: Saved forecast.
[2025-12-15T20:36:01.474890] [INFO ] [main      ] CIF: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=16.4296%)
[2025-12-15T20:36:01.475055] [INFO ] [main      ] Fetching symbol history for FMN...
[2025-12-15T20:36:01.475111] [DEBUG] [REMOTE    ] FMN: Fetching historical data.
[2025-12-15T20:36:01.480520] [INFO ] [main      ] Progress: 178/429 forecasts completed (41.5%). CIF finished in 0.8s. ETA: 42.7s. Rate: 352.94 forecasts/min
[2025-12-15T20:36:01.500803] [DEBUG] [REMOTE    ] FMN: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:01.501673] [DEBUG] [LOCAL     ] Loaded configuration for FMN: 1 features, N/A% accuracy
[2025-12-15T20:36:01.501732] [INFO ] [LOCAL     ] FMN: Loaded 1 optimal features with 46.74% confidence from JSON config
[2025-12-15T20:36:01.501764] [DEBUG] [MAG       ] Building data for symbol: FMN with lookback: 0
[2025-12-15T20:36:01.502627] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-15T20:36:01.502687] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:01.513756] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:01.554250] [INFO ] [LOCAL     ] MCHI: Saved forecast.
[2025-12-15T20:36:01.554319] [INFO ] [main      ] MCHI: Signal=1 (Conf=90.0%), Magnitude=-0.65% (Conf=47.517%)
[2025-12-15T20:36:01.554681] [INFO ] [main      ] Fetching symbol history for CHSCN...
[2025-12-15T20:36:01.554733] [DEBUG] [REMOTE    ] CHSCN: Fetching historical data.
[2025-12-15T20:36:01.555695] [INFO ] [main      ] Progress: 179/429 forecasts completed (41.7%). MCHI finished in 0.7s. ETA: 42.4s. Rate: 354.05 forecasts/min
[2025-12-15T20:36:01.576428] [DEBUG] [REMOTE    ] CHSCN: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:01.577336] [DEBUG] [LOCAL     ] Loaded configuration for CHSCN: 6 features, N/A% accuracy
[2025-12-15T20:36:01.577400] [INFO ] [LOCAL     ] CHSCN: Loaded 6 optimal features with 33.61% confidence from JSON config
[2025-12-15T20:36:01.577434] [DEBUG] [MAG       ] Building data for symbol: CHSCN with lookback: 0
[2025-12-15T20:36:01.578427] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-15T20:36:01.578497] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:01.583326] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:36:01.583890] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:36:01.584298] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-15T20:36:01.585240] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-15T20:36:01.600192] [DEBUG] [MAG       ] VC: Last date is validated at 2025-12-15
[2025-12-15T20:36:01.600769] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:01.778648] [DEBUG] [MAG       ] VC: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:01.784531] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-15T20:36:01.785912] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:01.881737] [INFO ] [LOCAL     ] VC: Saved forecast.
[2025-12-15T20:36:01.881807] [INFO ] [main      ] VC: Signal=1 (Conf=90.0%), Magnitude=-3.01% (Conf=52.5462%)
[2025-12-15T20:36:01.882155] [INFO ] [main      ] Fetching symbol history for PGJ...
[2025-12-15T20:36:01.882205] [DEBUG] [REMOTE    ] PGJ: Fetching historical data.
[2025-12-15T20:36:01.882662] [INFO ] [main      ] Progress: 180/429 forecasts completed (42.0%). VC finished in 0.8s. ETA: 42.4s. Rate: 352.23 forecasts/min
[2025-12-15T20:36:01.893400] [DEBUG] [REMOTE    ] PGJ: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:01.894446] [DEBUG] [LOCAL     ] Loaded configuration for PGJ: 1 features, N/A% accuracy
[2025-12-15T20:36:01.894498] [INFO ] [LOCAL     ] PGJ: Loaded 1 optimal features with 60.47% confidence from JSON config
[2025-12-15T20:36:01.894530] [DEBUG] [MAG       ] Building data for symbol: PGJ with lookback: 0
[2025-12-15T20:36:01.895332] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-15T20:36:01.895390] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-15T20:36:01.933915] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:01.948460] [DEBUG] [MAG       ] PRGO: Last date is validated at 2025-12-15
[2025-12-15T20:36:01.967533] [DEBUG] [MAG       ] FMN: Last date is validated at 2025-12-15
[2025-12-15T20:36:02.118279] [DEBUG] [MAG       ] PRGO: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:02.157119] [DEBUG] [MAG       ] FMN: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:02.202785] [INFO ] [LOCAL     ] PRGO: Saved forecast.
[2025-12-15T20:36:02.202859] [INFO ] [main      ] PRGO: Signal=1 (Conf=90.0%), Magnitude=-2.28% (Conf=44.8836%)
[2025-12-15T20:36:02.203202] [INFO ] [main      ] Fetching symbol history for GPIQ...
[2025-12-15T20:36:02.203253] [DEBUG] [REMOTE    ] GPIQ: Fetching historical data.
[2025-12-15T20:36:02.204040] [INFO ] [main      ] Progress: 181/429 forecasts completed (42.2%). PRGO finished in 0.9s. ETA: 42.5s. Rate: 350.51 forecasts/min
[2025-12-15T20:36:02.213708] [INFO ] [LOCAL     ] FMN: Saved forecast.
[2025-12-15T20:36:02.213781] [INFO ] [main      ] FMN: Signal=1 (Conf=90.0%), Magnitude=0.40% (Conf=46.7447%)
[2025-12-15T20:36:02.213949] [INFO ] [main      ] Fetching symbol history for UAL...
[2025-12-15T20:36:02.213995] [DEBUG] [REMOTE    ] UAL: Fetching historical data.
[2025-12-15T20:36:02.215356] [INFO ] [main      ] Progress: 182/429 forecasts completed (42.4%). FMN finished in 0.7s. ETA: 42.1s. Rate: 352.32 forecasts/min
[2025-12-15T20:36:02.215605] [DEBUG] [REMOTE    ] GPIQ: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:02.216391] [DEBUG] [LOCAL     ] Loaded configuration for GPIQ: 0 features, N/A% accuracy
[2025-12-15T20:36:02.216446] [INFO ] [LOCAL     ] GPIQ: Loaded 0 optimal features with 54.17% confidence from JSON config
[2025-12-15T20:36:02.216479] [DEBUG] [MAG       ] Building data for symbol: GPIQ with lookback: 0
[2025-12-15T20:36:02.217478] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-15T20:36:02.225889] [DEBUG] [REMOTE    ] UAL: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:02.226732] [DEBUG] [LOCAL     ] Loaded configuration for UAL: 4 features, N/A% accuracy
[2025-12-15T20:36:02.226790] [INFO ] [LOCAL     ] UAL: Loaded 4 optimal features with 56.85% confidence from JSON config
[2025-12-15T20:36:02.226822] [DEBUG] [MAG       ] Building data for symbol: UAL with lookback: 0
[2025-12-15T20:36:02.227631] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-15T20:36:02.227692] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:02.232471] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-15T20:36:02.245539] [DEBUG] [MAG       ] CHSCN: Last date is validated at 2025-12-15
[2025-12-15T20:36:02.314398] [DEBUG] [MAG       ] PGJ: Last date is validated at 2025-12-15
[2025-12-15T20:36:02.345169] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-15T20:36:02.346476] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:02.348338] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:02.411355] [DEBUG] [MAG       ] CHSCN: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:02.468928] [INFO ] [LOCAL     ] CHSCN: Saved forecast.
[2025-12-15T20:36:02.469020] [INFO ] [main      ] CHSCN: Signal=1 (Conf=90.0%), Magnitude=-0.04% (Conf=33.6073%)
[2025-12-15T20:36:02.469368] [INFO ] [main      ] Fetching symbol history for INGN...
[2025-12-15T20:36:02.469417] [DEBUG] [REMOTE    ] INGN: Fetching historical data.
[2025-12-15T20:36:02.469663] [INFO ] [main      ] Progress: 183/429 forecasts completed (42.7%). CHSCN finished in 0.9s. ETA: 42.0s. Rate: 351.37 forecasts/min
[2025-12-15T20:36:02.481770] [DEBUG] [REMOTE    ] INGN: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:02.482864] [DEBUG] [LOCAL     ] Loaded configuration for INGN: 3 features, N/A% accuracy
[2025-12-15T20:36:02.482921] [INFO ] [LOCAL     ] INGN: Loaded 3 optimal features with 49.43% confidence from JSON config
[2025-12-15T20:36:02.482952] [DEBUG] [MAG       ] Building data for symbol: INGN with lookback: 0
[2025-12-15T20:36:02.483738] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-15T20:36:02.483796] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-15T20:36:02.485259] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-15T20:36:02.487332] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-15T20:36:02.490341] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:02.498809] [DEBUG] [MAG       ] PGJ: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:02.554688] [DEBUG] [MAG       ] GPIQ: Last date is validated at 2025-12-15
[2025-12-15T20:36:02.574013] [INFO ] [LOCAL     ] PGJ: Saved forecast.
[2025-12-15T20:36:02.574081] [INFO ] [main      ] PGJ: Signal=1 (Conf=90.0%), Magnitude=0.26% (Conf=60.4656%)
[2025-12-15T20:36:02.574243] [INFO ] [main      ] Fetching symbol history for BOC...
[2025-12-15T20:36:02.574294] [DEBUG] [REMOTE    ] BOC: Fetching historical data.
[2025-12-15T20:36:02.575122] [INFO ] [main      ] Progress: 184/429 forecasts completed (42.9%). PGJ finished in 0.7s. ETA: 41.7s. Rate: 352.10 forecasts/min
[2025-12-15T20:36:02.586921] [DEBUG] [REMOTE    ] BOC: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:02.587847] [DEBUG] [LOCAL     ] Loaded configuration for BOC: 4 features, N/A% accuracy
[2025-12-15T20:36:02.587905] [INFO ] [LOCAL     ] BOC: Loaded 4 optimal features with 50.18% confidence from JSON config
[2025-12-15T20:36:02.587939] [DEBUG] [MAG       ] Building data for symbol: BOC with lookback: 0
[2025-12-15T20:36:02.588813] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-15T20:36:02.588874] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:02.590791] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:36:02.591568] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:36:02.592029] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-15T20:36:02.644170] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:02.691000] [DEBUG] [MAG       ] UAL: Last date is validated at 2025-12-15
[2025-12-15T20:36:02.722253] [DEBUG] [MAG       ] GPIQ: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:02.792923] [INFO ] [LOCAL     ] GPIQ: Saved forecast.
[2025-12-15T20:36:02.792997] [INFO ] [main      ] GPIQ: Signal=1 (Conf=90.0%), Magnitude=0.89% (Conf=54.1706%)
[2025-12-15T20:36:02.793161] [INFO ] [main      ] Fetching symbol history for MCK...
[2025-12-15T20:36:02.793204] [DEBUG] [REMOTE    ] MCK: Fetching historical data.
[2025-12-15T20:36:02.794692] [INFO ] [main      ] Progress: 185/429 forecasts completed (43.1%). GPIQ finished in 0.6s. ETA: 41.6s. Rate: 351.55 forecasts/min
[2025-12-15T20:36:02.805133] [DEBUG] [REMOTE    ] MCK: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:02.806325] [DEBUG] [LOCAL     ] Loaded configuration for MCK: 5 features, N/A% accuracy
[2025-12-15T20:36:02.806376] [INFO ] [LOCAL     ] MCK: Loaded 5 optimal features with 50.11% confidence from JSON config
[2025-12-15T20:36:02.806407] [DEBUG] [MAG       ] Building data for symbol: MCK with lookback: 0
[2025-12-15T20:36:02.807192] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-15T20:36:02.807251] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:02.811984] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-15T20:36:02.812806] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-15T20:36:02.814521] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-15T20:36:02.815192] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-15T20:36:02.816803] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:02.825062] [DEBUG] [MAG       ] INGN: Last date is validated at 2025-12-15
[2025-12-15T20:36:02.866644] [DEBUG] [MAG       ] UAL: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:02.978749] [DEBUG] [MAG       ] BOC: Last date is validated at 2025-12-15
[2025-12-15T20:36:02.982829] [INFO ] [LOCAL     ] UAL: Saved forecast.
[2025-12-15T20:36:02.982902] [INFO ] [main      ] UAL: Signal=1 (Conf=90.0%), Magnitude=-2.47% (Conf=56.8524%)
[2025-12-15T20:36:02.983291] [INFO ] [main      ] Fetching symbol history for CTBB...
[2025-12-15T20:36:02.983346] [DEBUG] [REMOTE    ] CTBB: Fetching historical data.
[2025-12-15T20:36:02.983661] [INFO ] [main      ] Progress: 186/429 forecasts completed (43.4%). UAL finished in 0.8s. ETA: 41.5s. Rate: 351.35 forecasts/min
[2025-12-15T20:36:02.995460] [DEBUG] [REMOTE    ] CTBB: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:02.996655] [DEBUG] [LOCAL     ] Loaded configuration for CTBB: 4 features, N/A% accuracy
[2025-12-15T20:36:02.996710] [INFO ] [LOCAL     ] CTBB: Loaded 4 optimal features with 65.02% confidence from JSON config
[2025-12-15T20:36:02.996741] [DEBUG] [MAG       ] Building data for symbol: CTBB with lookback: 0
[2025-12-15T20:36:02.997545] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-15T20:36:02.997626] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:03.002445] [DEBUG] [MAG       ] INGN: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:03.002778] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-15T20:36:03.004173] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-15T20:36:03.005800] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-15T20:36:03.008305] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:03.076444] [INFO ] [LOCAL     ] INGN: Saved forecast.
[2025-12-15T20:36:03.076514] [INFO ] [main      ] INGN: Signal=1 (Conf=90.0%), Magnitude=1.26% (Conf=49.4291%)
[2025-12-15T20:36:03.076694] [INFO ] [main      ] Fetching symbol history for EVTC...
[2025-12-15T20:36:03.076741] [DEBUG] [REMOTE    ] EVTC: Fetching historical data.
[2025-12-15T20:36:03.077920] [INFO ] [main      ] Progress: 187/429 forecasts completed (43.6%). INGN finished in 0.6s. ETA: 41.2s. Rate: 352.20 forecasts/min
[2025-12-15T20:36:03.089165] [DEBUG] [REMOTE    ] EVTC: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:03.090663] [DEBUG] [LOCAL     ] Loaded configuration for EVTC: 2 features, N/A% accuracy
[2025-12-15T20:36:03.090733] [INFO ] [LOCAL     ] EVTC: Loaded 2 optimal features with 59.91% confidence from JSON config
[2025-12-15T20:36:03.090767] [DEBUG] [MAG       ] Building data for symbol: EVTC with lookback: 0
[2025-12-15T20:36:03.091620] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-15T20:36:03.091693] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:03.097268] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-15T20:36:03.098120] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:03.142134] [DEBUG] [MAG       ] BOC: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:03.148516] [DEBUG] [MAG       ] MCK: Last date is validated at 2025-12-15
[2025-12-15T20:36:03.201605] [INFO ] [LOCAL     ] BOC: Saved forecast.
[2025-12-15T20:36:03.201673] [INFO ] [main      ] BOC: Signal=1 (Conf=90.0%), Magnitude=-1.40% (Conf=50.1841%)
[2025-12-15T20:36:03.202008] [INFO ] [main      ] Fetching symbol history for BDTX...
[2025-12-15T20:36:03.202056] [DEBUG] [REMOTE    ] BDTX: Fetching historical data.
[2025-12-15T20:36:03.202693] [INFO ] [main      ] Progress: 188/429 forecasts completed (43.8%). BOC finished in 0.6s. ETA: 41.0s. Rate: 352.70 forecasts/min
[2025-12-15T20:36:03.214074] [DEBUG] [REMOTE    ] BDTX: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:03.215059] [DEBUG] [LOCAL     ] Loaded configuration for BDTX: 3 features, N/A% accuracy
[2025-12-15T20:36:03.215109] [INFO ] [LOCAL     ] BDTX: Loaded 3 optimal features with 48.14% confidence from JSON config
[2025-12-15T20:36:03.215140] [DEBUG] [MAG       ] Building data for symbol: BDTX with lookback: 0
[2025-12-15T20:36:03.215913] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-15T20:36:03.215971] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:03.220689] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-15T20:36:03.221632] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-15T20:36:03.223235] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:03.315401] [DEBUG] [MAG       ] MCK: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:03.352066] [DEBUG] [MAG       ] CTBB: Last date is validated at 2025-12-15
[2025-12-15T20:36:03.451900] [DEBUG] [MAG       ] EVTC: Last date is validated at 2025-12-15
[2025-12-15T20:36:03.469827] [INFO ] [LOCAL     ] MCK: Saved forecast.
[2025-12-15T20:36:03.469896] [INFO ] [main      ] MCK: Signal=1 (Conf=90.0%), Magnitude=1.34% (Conf=50.1135%)
[2025-12-15T20:36:03.470056] [INFO ] [main      ] Fetching symbol history for BLCN...
[2025-12-15T20:36:03.470100] [DEBUG] [REMOTE    ] BLCN: Fetching historical data.
[2025-12-15T20:36:03.471791] [INFO ] [main      ] Progress: 189/429 forecasts completed (44.1%). MCK finished in 0.7s. ETA: 41.0s. Rate: 351.62 forecasts/min
[2025-12-15T20:36:03.481928] [DEBUG] [REMOTE    ] BLCN: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:03.482895] [DEBUG] [LOCAL     ] Loaded configuration for BLCN: 0 features, N/A% accuracy
[2025-12-15T20:36:03.482947] [INFO ] [LOCAL     ] BLCN: Loaded 0 optimal features with 48.47% confidence from JSON config
[2025-12-15T20:36:03.482977] [DEBUG] [MAG       ] Building data for symbol: BLCN with lookback: 0
[2025-12-15T20:36:03.483794] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-15T20:36:03.521066] [DEBUG] [MAG       ] CTBB: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:03.557924] [DEBUG] [MAG       ] BDTX: Last date is validated at 2025-12-15
[2025-12-15T20:36:03.587789] [INFO ] [LOCAL     ] CTBB: Saved forecast.
[2025-12-15T20:36:03.587859] [INFO ] [main      ] CTBB: Signal=1 (Conf=90.0%), Magnitude=0.12% (Conf=65.0245%)
[2025-12-15T20:36:03.588023] [INFO ] [main      ] Fetching symbol history for MSBI...
[2025-12-15T20:36:03.588076] [DEBUG] [REMOTE    ] MSBI: Fetching historical data.
[2025-12-15T20:36:03.588865] [INFO ] [main      ] Progress: 190/429 forecasts completed (44.3%). CTBB finished in 0.6s. ETA: 40.7s. Rate: 352.20 forecasts/min
[2025-12-15T20:36:03.600131] [DEBUG] [REMOTE    ] MSBI: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:03.601360] [DEBUG] [LOCAL     ] Loaded configuration for MSBI: 8 features, N/A% accuracy
[2025-12-15T20:36:03.601415] [INFO ] [LOCAL     ] MSBI: Loaded 8 optimal features with 41.70% confidence from JSON config
[2025-12-15T20:36:03.601447] [DEBUG] [MAG       ] Building data for symbol: MSBI with lookback: 0
[2025-12-15T20:36:03.602383] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-15T20:36:03.602448] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:03.607349] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:03.609433] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:36:03.610131] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:36:03.610592] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:36:03.610990] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-15T20:36:03.613687] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-15T20:36:03.614885] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-15T20:36:03.616515] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:03.618974] [DEBUG] [MAG       ] EVTC: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:03.696868] [INFO ] [LOCAL     ] EVTC: Saved forecast.
[2025-12-15T20:36:03.696935] [INFO ] [main      ] EVTC: Signal=1 (Conf=90.0%), Magnitude=-1.64% (Conf=59.9078%)
[2025-12-15T20:36:03.697095] [INFO ] [main      ] Fetching symbol history for BHFAO...
[2025-12-15T20:36:03.697138] [DEBUG] [REMOTE    ] BHFAO: Fetching historical data.
[2025-12-15T20:36:03.697965] [INFO ] [main      ] Progress: 191/429 forecasts completed (44.5%). EVTC finished in 0.6s. ETA: 40.5s. Rate: 352.86 forecasts/min
[2025-12-15T20:36:03.710594] [DEBUG] [REMOTE    ] BHFAO: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:03.711455] [DEBUG] [LOCAL     ] Loaded configuration for BHFAO: 4 features, N/A% accuracy
[2025-12-15T20:36:03.711521] [INFO ] [LOCAL     ] BHFAO: Loaded 4 optimal features with 50.64% confidence from JSON config
[2025-12-15T20:36:03.711566] [DEBUG] [MAG       ] Building data for symbol: BHFAO with lookback: 0
[2025-12-15T20:36:03.712452] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-15T20:36:03.712523] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:03.718158] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-15T20:36:03.720252] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-15T20:36:03.721002] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-15T20:36:03.722477] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:03.726637] [DEBUG] [MAG       ] BDTX: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:03.784643] [INFO ] [LOCAL     ] BDTX: Saved forecast.
[2025-12-15T20:36:03.784715] [INFO ] [main      ] BDTX: Signal=1 (Conf=90.0%), Magnitude=-3.11% (Conf=48.1351%)
[2025-12-15T20:36:03.785077] [INFO ] [main      ] Fetching symbol history for TSL...
[2025-12-15T20:36:03.785127] [DEBUG] [REMOTE    ] TSL: Fetching historical data.
[2025-12-15T20:36:03.785670] [INFO ] [main      ] Progress: 192/429 forecasts completed (44.8%). BDTX finished in 0.6s. ETA: 40.2s. Rate: 353.75 forecasts/min
[2025-12-15T20:36:03.796900] [DEBUG] [REMOTE    ] TSL: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:03.797783] [DEBUG] [LOCAL     ] Loaded configuration for TSL: 3 features, N/A% accuracy
[2025-12-15T20:36:03.797849] [INFO ] [LOCAL     ] TSL: Loaded 3 optimal features with 61.41% confidence from JSON config
[2025-12-15T20:36:03.797881] [DEBUG] [MAG       ] Building data for symbol: TSL with lookback: 0
[2025-12-15T20:36:03.798646] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-15T20:36:03.798704] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-15T20:36:03.822525] [DEBUG] [MAG       ] BLCN: Last date is validated at 2025-12-15
[2025-12-15T20:36:03.911540] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-15T20:36:03.913770] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-15T20:36:03.914533] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:03.952881] [DEBUG] [MAG       ] MSBI: Last date is validated at 2025-12-15
[2025-12-15T20:36:03.986998] [DEBUG] [MAG       ] BLCN: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:04.058854] [INFO ] [LOCAL     ] BLCN: Saved forecast.
[2025-12-15T20:36:04.058926] [INFO ] [main      ] BLCN: Signal=1 (Conf=90.0%), Magnitude=-2.85% (Conf=48.4718%)
[2025-12-15T20:36:04.059376] [INFO ] [main      ] Fetching symbol history for MCRI...
[2025-12-15T20:36:04.059427] [DEBUG] [REMOTE    ] MCRI: Fetching historical data.
[2025-12-15T20:36:04.059667] [INFO ] [main      ] Progress: 193/429 forecasts completed (45.0%). BLCN finished in 0.6s. ETA: 40.2s. Rate: 352.63 forecasts/min
[2025-12-15T20:36:04.070336] [DEBUG] [REMOTE    ] MCRI: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:04.071004] [DEBUG] [MAG       ] BHFAO: Last date is validated at 2025-12-15
[2025-12-15T20:36:04.071412] [DEBUG] [LOCAL     ] Loaded configuration for MCRI: 8 features, N/A% accuracy
[2025-12-15T20:36:04.071463] [INFO ] [LOCAL     ] MCRI: Loaded 8 optimal features with 51.72% confidence from JSON config
[2025-12-15T20:36:04.071493] [DEBUG] [MAG       ] Building data for symbol: MCRI with lookback: 0
[2025-12-15T20:36:04.072264] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-15T20:36:04.072323] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:04.073991] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:36:04.074486] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:36:04.074939] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:36:04.075322] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-15T20:36:04.075968] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-15T20:36:04.077942] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-15T20:36:04.082138] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-15T20:36:04.083207] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:04.138845] [DEBUG] [MAG       ] MSBI: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:04.223755] [INFO ] [LOCAL     ] MSBI: Saved forecast.
[2025-12-15T20:36:04.223829] [INFO ] [main      ] MSBI: Signal=1 (Conf=90.0%), Magnitude=-1.59% (Conf=41.7043%)
[2025-12-15T20:36:04.224199] [INFO ] [main      ] Fetching symbol history for SVC...
[2025-12-15T20:36:04.224263] [DEBUG] [REMOTE    ] SVC: Fetching historical data.
[2025-12-15T20:36:04.225671] [INFO ] [main      ] Progress: 194/429 forecasts completed (45.2%). MSBI finished in 0.6s. ETA: 40.0s. Rate: 352.67 forecasts/min
[2025-12-15T20:36:04.235713] [DEBUG] [REMOTE    ] SVC: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:04.236903] [DEBUG] [LOCAL     ] Loaded configuration for SVC: 3 features, N/A% accuracy
[2025-12-15T20:36:04.236964] [INFO ] [LOCAL     ] SVC: Loaded 3 optimal features with 63.33% confidence from JSON config
[2025-12-15T20:36:04.236998] [DEBUG] [MAG       ] Building data for symbol: SVC with lookback: 0
[2025-12-15T20:36:04.237101] [DEBUG] [MAG       ] BHFAO: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:04.237917] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-15T20:36:04.237986] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:04.243650] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-15T20:36:04.253029] [DEBUG] [MAG       ] TSL: Last date is validated at 2025-12-15
[2025-12-15T20:36:04.307406] [INFO ] [LOCAL     ] BHFAO: Saved forecast.
[2025-12-15T20:36:04.307472] [INFO ] [main      ] BHFAO: Signal=1 (Conf=90.0%), Magnitude=1.22% (Conf=50.639%)
[2025-12-15T20:36:04.307649] [INFO ] [main      ] Fetching symbol history for BLE...
[2025-12-15T20:36:04.307693] [DEBUG] [REMOTE    ] BLE: Fetching historical data.
[2025-12-15T20:36:04.308879] [INFO ] [main      ] Progress: 195/429 forecasts completed (45.5%). BHFAO finished in 0.6s. ETA: 39.7s. Rate: 353.60 forecasts/min
[2025-12-15T20:36:04.319412] [DEBUG] [REMOTE    ] BLE: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:04.320446] [DEBUG] [LOCAL     ] Loaded configuration for BLE: 5 features, N/A% accuracy
[2025-12-15T20:36:04.320496] [INFO ] [LOCAL     ] BLE: Loaded 5 optimal features with 50.70% confidence from JSON config
[2025-12-15T20:36:04.320526] [DEBUG] [MAG       ] Building data for symbol: BLE with lookback: 0
[2025-12-15T20:36:04.321337] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-15T20:36:04.321398] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:04.323094] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:36:04.323602] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-15T20:36:04.326386] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-15T20:36:04.328523] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-15T20:36:04.345677] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:04.355528] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-15T20:36:04.361782] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:04.419551] [DEBUG] [MAG       ] MCRI: Last date is validated at 2025-12-15
[2025-12-15T20:36:04.429627] [DEBUG] [MAG       ] TSL: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:04.504846] [INFO ] [LOCAL     ] TSL: Saved forecast.
[2025-12-15T20:36:04.504911] [INFO ] [main      ] TSL: Signal=1 (Conf=90.0%), Magnitude=4.83% (Conf=61.4139%)
[2025-12-15T20:36:04.505241] [INFO ] [main      ] Fetching symbol history for MHK...
[2025-12-15T20:36:04.505290] [DEBUG] [REMOTE    ] MHK: Fetching historical data.
[2025-12-15T20:36:04.505665] [INFO ] [main      ] Progress: 196/429 forecasts completed (45.7%). TSL finished in 0.7s. ETA: 39.6s. Rate: 353.31 forecasts/min
[2025-12-15T20:36:04.517469] [DEBUG] [REMOTE    ] MHK: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:04.518504] [DEBUG] [LOCAL     ] Loaded configuration for MHK: 4 features, N/A% accuracy
[2025-12-15T20:36:04.518557] [INFO ] [LOCAL     ] MHK: Loaded 4 optimal features with 52.60% confidence from JSON config
[2025-12-15T20:36:04.518608] [DEBUG] [MAG       ] Building data for symbol: MHK with lookback: 0
[2025-12-15T20:36:04.519418] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-15T20:36:04.519479] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-15T20:36:04.521124] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-15T20:36:04.521856] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-15T20:36:04.523463] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-15T20:36:04.526329] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:04.586286] [DEBUG] [MAG       ] MCRI: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:04.678370] [DEBUG] [MAG       ] BLE: Last date is validated at 2025-12-15
[2025-12-15T20:36:04.697214] [INFO ] [LOCAL     ] MCRI: Saved forecast.
[2025-12-15T20:36:04.697279] [INFO ] [main      ] MCRI: Signal=1 (Conf=90.0%), Magnitude=0.28% (Conf=51.7198%)
[2025-12-15T20:36:04.697436] [INFO ] [main      ] Fetching symbol history for AOD...
[2025-12-15T20:36:04.697479] [DEBUG] [REMOTE    ] AOD: Fetching historical data.
[2025-12-15T20:36:04.699655] [INFO ] [main      ] Progress: 197/429 forecasts completed (45.9%). MCRI finished in 0.6s. ETA: 39.4s. Rate: 353.06 forecasts/min
[2025-12-15T20:36:04.709652] [DEBUG] [REMOTE    ] AOD: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:04.710688] [DEBUG] [LOCAL     ] Loaded configuration for AOD: 5 features, N/A% accuracy
[2025-12-15T20:36:04.710752] [INFO ] [LOCAL     ] AOD: Loaded 5 optimal features with 36.28% confidence from JSON config
[2025-12-15T20:36:04.710790] [DEBUG] [MAG       ] Building data for symbol: AOD with lookback: 0
[2025-12-15T20:36:04.711565] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-15T20:36:04.711645] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-15T20:36:04.713602] [DEBUG] [MAG       ] SVC: Last date is validated at 2025-12-15
[2025-12-15T20:36:04.714290] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-15T20:36:04.716704] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-15T20:36:04.717735] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-15T20:36:04.719121] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-15T20:36:04.721863] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:04.845278] [DEBUG] [MAG       ] BLE: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:04.867808] [DEBUG] [MAG       ] MHK: Last date is validated at 2025-12-15
[2025-12-15T20:36:04.883079] [DEBUG] [MAG       ] SVC: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:04.908112] [INFO ] [LOCAL     ] BLE: Saved forecast.
[2025-12-15T20:36:04.908199] [INFO ] [main      ] BLE: Signal=1 (Conf=90.0%), Magnitude=-0.32% (Conf=50.6972%)
[2025-12-15T20:36:04.908409] [INFO ] [main      ] Fetching symbol history for MRK...
[2025-12-15T20:36:04.908463] [DEBUG] [REMOTE    ] MRK: Fetching historical data.
[2025-12-15T20:36:04.909291] [INFO ] [main      ] Progress: 198/429 forecasts completed (46.2%). BLE finished in 0.6s. ETA: 39.3s. Rate: 352.64 forecasts/min
[2025-12-15T20:36:04.921235] [DEBUG] [REMOTE    ] MRK: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:04.922448] [DEBUG] [LOCAL     ] Loaded configuration for MRK: 6 features, N/A% accuracy
[2025-12-15T20:36:04.922508] [INFO ] [LOCAL     ] MRK: Loaded 6 optimal features with 53.48% confidence from JSON config
[2025-12-15T20:36:04.922540] [DEBUG] [MAG       ] Building data for symbol: MRK with lookback: 0
[2025-12-15T20:36:04.923403] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-15T20:36:04.923467] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:04.925262] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:36:04.925813] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:36:04.926266] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:36:04.926688] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-15T20:36:04.928004] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-15T20:36:04.931101] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:04.940716] [INFO ] [LOCAL     ] SVC: Saved forecast.
[2025-12-15T20:36:04.940785] [INFO ] [main      ] SVC: Signal=1 (Conf=90.0%), Magnitude=-1.52% (Conf=63.3303%)
[2025-12-15T20:36:04.941158] [INFO ] [main      ] Fetching symbol history for ACCO...
[2025-12-15T20:36:04.941208] [DEBUG] [REMOTE    ] ACCO: Fetching historical data.
[2025-12-15T20:36:04.941667] [INFO ] [main      ] Progress: 199/429 forecasts completed (46.4%). SVC finished in 0.7s. ETA: 39.0s. Rate: 354.08 forecasts/min
[2025-12-15T20:36:04.952447] [DEBUG] [REMOTE    ] ACCO: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:04.954655] [DEBUG] [LOCAL     ] Loaded configuration for ACCO: 9 features, N/A% accuracy
[2025-12-15T20:36:04.954709] [INFO ] [LOCAL     ] ACCO: Loaded 9 optimal features with 55.69% confidence from JSON config
[2025-12-15T20:36:04.954740] [DEBUG] [MAG       ] Building data for symbol: ACCO with lookback: 0
[2025-12-15T20:36:04.955543] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-15T20:36:04.955627] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:04.960598] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:04.962394] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:36:04.962913] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:36:04.963347] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-15T20:36:04.964143] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-15T20:36:04.966405] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-15T20:36:04.967527] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-15T20:36:04.968228] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-15T20:36:04.968982] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:05.038212] [DEBUG] [MAG       ] MHK: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:05.056060] [DEBUG] [MAG       ] AOD: Last date is validated at 2025-12-15
[2025-12-15T20:36:05.224664] [DEBUG] [MAG       ] AOD: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:05.294419] [INFO ] [LOCAL     ] MHK: Saved forecast.
[2025-12-15T20:36:05.294487] [INFO ] [main      ] MHK: Signal=1 (Conf=90.0%), Magnitude=-1.70% (Conf=52.596%)
[2025-12-15T20:36:05.294951] [INFO ] [main      ] Fetching symbol history for HL...
[2025-12-15T20:36:05.295003] [DEBUG] [REMOTE    ] HL: Fetching historical data.
[2025-12-15T20:36:05.295664] [INFO ] [main      ] Progress: 200/429 forecasts completed (46.6%). MHK finished in 0.8s. ETA: 39.0s. Rate: 352.16 forecasts/min
[2025-12-15T20:36:05.298082] [DEBUG] [MAG       ] MRK: Last date is validated at 2025-12-15
[2025-12-15T20:36:05.307811] [DEBUG] [REMOTE    ] HL: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:05.308801] [DEBUG] [LOCAL     ] Loaded configuration for HL: 4 features, N/A% accuracy
[2025-12-15T20:36:05.308853] [INFO ] [LOCAL     ] HL: Loaded 4 optimal features with 51.14% confidence from JSON config
[2025-12-15T20:36:05.308884] [DEBUG] [MAG       ] Building data for symbol: HL with lookback: 0
[2025-12-15T20:36:05.309681] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-15T20:36:05.309754] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:05.314482] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-15T20:36:05.315190] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-15T20:36:05.315870] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-15T20:36:05.319726] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:05.349755] [INFO ] [LOCAL     ] AOD: Saved forecast.
[2025-12-15T20:36:05.349824] [INFO ] [main      ] AOD: Signal=1 (Conf=90.0%), Magnitude=-0.32% (Conf=36.281%)
[2025-12-15T20:36:05.350195] [INFO ] [main      ] Progress: 201/429 forecasts completed (46.9%). AOD finished in 0.7s. ETA: 38.7s. Rate: 353.36 forecasts/min
[2025-12-15T20:36:05.350321] [INFO ] [main      ] Fetching symbol history for PLD...
[2025-12-15T20:36:05.350365] [DEBUG] [REMOTE    ] PLD: Fetching historical data.
[2025-12-15T20:36:05.363508] [DEBUG] [REMOTE    ] PLD: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:05.364423] [DEBUG] [LOCAL     ] Loaded configuration for PLD: 5 features, N/A% accuracy
[2025-12-15T20:36:05.364474] [INFO ] [LOCAL     ] PLD: Loaded 5 optimal features with 55.29% confidence from JSON config
[2025-12-15T20:36:05.364507] [DEBUG] [MAG       ] Building data for symbol: PLD with lookback: 0
[2025-12-15T20:36:05.365343] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-15T20:36:05.365404] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-15T20:36:05.367854] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-15T20:36:05.367846] [DEBUG] [MAG       ] ACCO: Last date is validated at 2025-12-15
[2025-12-15T20:36:05.369618] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-15T20:36:05.419397] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-15T20:36:05.421615] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-15T20:36:05.422858] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:05.466329] [DEBUG] [MAG       ] MRK: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:05.540944] [DEBUG] [MAG       ] ACCO: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:05.569658] [INFO ] [LOCAL     ] MRK: Saved forecast.
[2025-12-15T20:36:05.569731] [INFO ] [main      ] MRK: Signal=1 (Conf=90.0%), Magnitude=-0.70% (Conf=53.4824%)
[2025-12-15T20:36:05.570103] [INFO ] [main      ] Fetching symbol history for URBN...
[2025-12-15T20:36:05.570155] [DEBUG] [REMOTE    ] URBN: Fetching historical data.
[2025-12-15T20:36:05.570665] [INFO ] [main      ] Progress: 202/429 forecasts completed (47.1%). MRK finished in 0.7s. ETA: 38.6s. Rate: 352.84 forecasts/min
[2025-12-15T20:36:05.582453] [DEBUG] [REMOTE    ] URBN: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:05.583555] [DEBUG] [LOCAL     ] Loaded configuration for URBN: 3 features, N/A% accuracy
[2025-12-15T20:36:05.583630] [INFO ] [LOCAL     ] URBN: Loaded 3 optimal features with 50.77% confidence from JSON config
[2025-12-15T20:36:05.583663] [DEBUG] [MAG       ] Building data for symbol: URBN with lookback: 0
[2025-12-15T20:36:05.584480] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-15T20:36:05.584540] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:05.586342] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:36:05.586901] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:36:05.587458] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:05.607238] [INFO ] [LOCAL     ] ACCO: Saved forecast.
[2025-12-15T20:36:05.607307] [INFO ] [main      ] ACCO: Signal=1 (Conf=90.0%), Magnitude=0.97% (Conf=55.6902%)
[2025-12-15T20:36:05.607484] [INFO ] [main      ] Fetching symbol history for AEVA...
[2025-12-15T20:36:05.607540] [DEBUG] [REMOTE    ] AEVA: Fetching historical data.
[2025-12-15T20:36:05.608650] [INFO ] [main      ] Progress: 203/429 forecasts completed (47.3%). ACCO finished in 0.7s. ETA: 38.3s. Rate: 354.19 forecasts/min
[2025-12-15T20:36:05.619274] [DEBUG] [REMOTE    ] AEVA: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:05.620176] [DEBUG] [LOCAL     ] Loaded configuration for AEVA: 3 features, N/A% accuracy
[2025-12-15T20:36:05.620232] [INFO ] [LOCAL     ] AEVA: Loaded 3 optimal features with 62.53% confidence from JSON config
[2025-12-15T20:36:05.620263] [DEBUG] [MAG       ] Building data for symbol: AEVA with lookback: 0
[2025-12-15T20:36:05.621100] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-15T20:36:05.621157] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-15T20:36:05.621897] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-15T20:36:05.622509] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-15T20:36:05.623255] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:05.683656] [DEBUG] [MAG       ] HL: Last date is validated at 2025-12-15
[2025-12-15T20:36:05.762311] [DEBUG] [MAG       ] PLD: Last date is validated at 2025-12-15
[2025-12-15T20:36:05.853147] [DEBUG] [MAG       ] HL: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:05.927255] [INFO ] [LOCAL     ] HL: Saved forecast.
[2025-12-15T20:36:05.927318] [INFO ] [main      ] HL: Signal=1 (Conf=90.0%), Magnitude=-0.43% (Conf=51.1404%)
[2025-12-15T20:36:05.927475] [INFO ] [main      ] Fetching symbol history for ERNA...
[2025-12-15T20:36:05.927517] [DEBUG] [REMOTE    ] ERNA: Fetching historical data.
[2025-12-15T20:36:05.928202] [DEBUG] [MAG       ] PLD: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:05.928653] [INFO ] [main      ] Progress: 204/429 forecasts completed (47.6%). HL finished in 0.6s. ETA: 38.3s. Rate: 352.66 forecasts/min
[2025-12-15T20:36:05.929373] [DEBUG] [MAG       ] URBN: Last date is validated at 2025-12-15
[2025-12-15T20:36:05.940252] [DEBUG] [REMOTE    ] ERNA: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:05.941442] [DEBUG] [LOCAL     ] Loaded configuration for ERNA: 2 features, N/A% accuracy
[2025-12-15T20:36:05.941501] [INFO ] [LOCAL     ] ERNA: Loaded 2 optimal features with 45.33% confidence from JSON config
[2025-12-15T20:36:05.941538] [DEBUG] [MAG       ] Building data for symbol: ERNA with lookback: 0
[2025-12-15T20:36:05.942478] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-15T20:36:05.942552] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-15T20:36:05.946282] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-15T20:36:05.949976] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:05.992962] [DEBUG] [MAG       ] AEVA: Last date is validated at 2025-12-15
[2025-12-15T20:36:06.040447] [INFO ] [LOCAL     ] PLD: Saved forecast.
[2025-12-15T20:36:06.040513] [INFO ] [main      ] PLD: Signal=1 (Conf=90.0%), Magnitude=-0.34% (Conf=55.2883%)
[2025-12-15T20:36:06.040869] [INFO ] [main      ] Progress: 205/429 forecasts completed (47.8%). PLD finished in 0.7s. ETA: 38.0s. Rate: 353.24 forecasts/min
[2025-12-15T20:36:06.040990] [INFO ] [main      ] Fetching symbol history for VTYX...
[2025-12-15T20:36:06.041031] [DEBUG] [REMOTE    ] VTYX: Fetching historical data.
[2025-12-15T20:36:06.053258] [DEBUG] [REMOTE    ] VTYX: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:06.054296] [DEBUG] [LOCAL     ] Loaded configuration for VTYX: 6 features, N/A% accuracy
[2025-12-15T20:36:06.054347] [INFO ] [LOCAL     ] VTYX: Loaded 6 optimal features with 50.84% confidence from JSON config
[2025-12-15T20:36:06.054378] [DEBUG] [MAG       ] Building data for symbol: VTYX with lookback: 0
[2025-12-15T20:36:06.055165] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-15T20:36:06.055224] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:06.060274] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-15T20:36:06.061223] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-15T20:36:06.062845] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-15T20:36:06.063931] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-15T20:36:06.065219] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-15T20:36:06.070835] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:06.093808] [DEBUG] [MAG       ] URBN: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:06.157617] [DEBUG] [MAG       ] AEVA: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:06.198692] [INFO ] [LOCAL     ] URBN: Saved forecast.
[2025-12-15T20:36:06.198758] [INFO ] [main      ] URBN: Signal=1 (Conf=90.0%), Magnitude=0.73% (Conf=50.7696%)
[2025-12-15T20:36:06.198928] [INFO ] [main      ] Fetching symbol history for EBC...
[2025-12-15T20:36:06.198971] [DEBUG] [REMOTE    ] EBC: Fetching historical data.
[2025-12-15T20:36:06.200308] [INFO ] [main      ] Progress: 206/429 forecasts completed (48.0%). URBN finished in 0.6s. ETA: 37.9s. Rate: 353.35 forecasts/min
[2025-12-15T20:36:06.210974] [DEBUG] [REMOTE    ] EBC: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:06.211941] [DEBUG] [LOCAL     ] Loaded configuration for EBC: 5 features, N/A% accuracy
[2025-12-15T20:36:06.211995] [INFO ] [LOCAL     ] EBC: Loaded 5 optimal features with 66.01% confidence from JSON config
[2025-12-15T20:36:06.212025] [DEBUG] [MAG       ] Building data for symbol: EBC with lookback: 0
[2025-12-15T20:36:06.212807] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-15T20:36:06.212867] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-15T20:36:06.213733] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-15T20:36:06.247855] [INFO ] [LOCAL     ] AEVA: Saved forecast.
[2025-12-15T20:36:06.247923] [INFO ] [main      ] AEVA: Signal=1 (Conf=90.0%), Magnitude=-0.53% (Conf=62.5283%)
[2025-12-15T20:36:06.248266] [INFO ] [main      ] Fetching symbol history for CMCSA...
[2025-12-15T20:36:06.248316] [DEBUG] [REMOTE    ] CMCSA: Fetching historical data.
[2025-12-15T20:36:06.248647] [INFO ] [main      ] Progress: 207/429 forecasts completed (48.3%). AEVA finished in 0.6s. ETA: 37.6s. Rate: 354.57 forecasts/min
[2025-12-15T20:36:06.259827] [DEBUG] [REMOTE    ] CMCSA: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:06.260870] [DEBUG] [LOCAL     ] Loaded configuration for CMCSA: 1 features, N/A% accuracy
[2025-12-15T20:36:06.260924] [INFO ] [LOCAL     ] CMCSA: Loaded 1 optimal features with 55.11% confidence from JSON config
[2025-12-15T20:36:06.260957] [DEBUG] [MAG       ] Building data for symbol: CMCSA with lookback: 0
[2025-12-15T20:36:06.261787] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-15T20:36:06.261849] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-15T20:36:06.264214] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:06.308099] [DEBUG] [MAG       ] ERNA: Last date is validated at 2025-12-15
[2025-12-15T20:36:06.320960] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-15T20:36:06.322453] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-15T20:36:06.326722] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-15T20:36:06.329587] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:06.409877] [DEBUG] [MAG       ] VTYX: Last date is validated at 2025-12-15
[2025-12-15T20:36:06.490776] [DEBUG] [MAG       ] ERNA: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:06.572518] [INFO ] [LOCAL     ] ERNA: Saved forecast.
[2025-12-15T20:36:06.572603] [INFO ] [main      ] ERNA: Signal=1 (Conf=90.0%), Magnitude=3.45% (Conf=45.3251%)
[2025-12-15T20:36:06.573053] [INFO ] [main      ] Fetching symbol history for HYMC...
[2025-12-15T20:36:06.573106] [DEBUG] [REMOTE    ] HYMC: Fetching historical data.
[2025-12-15T20:36:06.573660] [INFO ] [main      ] Progress: 208/429 forecasts completed (48.5%). ERNA finished in 0.6s. ETA: 37.6s. Rate: 353.01 forecasts/min
[2025-12-15T20:36:06.577974] [DEBUG] [MAG       ] VTYX: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:06.586469] [DEBUG] [REMOTE    ] HYMC: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:06.587456] [DEBUG] [LOCAL     ] Loaded configuration for HYMC: 4 features, N/A% accuracy
[2025-12-15T20:36:06.587527] [INFO ] [LOCAL     ] HYMC: Loaded 4 optimal features with 54.38% confidence from JSON config
[2025-12-15T20:36:06.587595] [DEBUG] [MAG       ] Building data for symbol: HYMC with lookback: 0
[2025-12-15T20:36:06.588511] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-15T20:36:06.588606] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:06.590490] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:36:06.591059] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:36:06.591532] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-15T20:36:06.592298] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:06.609566] [DEBUG] [MAG       ] CMCSA: Last date is validated at 2025-12-15
[2025-12-15T20:36:06.647549] [INFO ] [LOCAL     ] VTYX: Saved forecast.
[2025-12-15T20:36:06.647633] [INFO ] [main      ] VTYX: Signal=1 (Conf=90.0%), Magnitude=8.50% (Conf=50.8446%)
[2025-12-15T20:36:06.647795] [INFO ] [main      ] Fetching symbol history for BFS...
[2025-12-15T20:36:06.647840] [DEBUG] [REMOTE    ] BFS: Fetching historical data.
[2025-12-15T20:36:06.648911] [INFO ] [main      ] Progress: 209/429 forecasts completed (48.7%). VTYX finished in 0.6s. ETA: 37.3s. Rate: 353.95 forecasts/min
[2025-12-15T20:36:06.659422] [DEBUG] [REMOTE    ] BFS: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:06.659444] [DEBUG] [MAG       ] EBC: Last date is validated at 2025-12-15
[2025-12-15T20:36:06.660913] [DEBUG] [LOCAL     ] Loaded configuration for BFS: 3 features, N/A% accuracy
[2025-12-15T20:36:06.660964] [INFO ] [LOCAL     ] BFS: Loaded 3 optimal features with 62.67% confidence from JSON config
[2025-12-15T20:36:06.660995] [DEBUG] [MAG       ] Building data for symbol: BFS with lookback: 0
[2025-12-15T20:36:06.661794] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-15T20:36:06.661851] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:06.666512] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-15T20:36:06.667778] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-15T20:36:06.668394] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:06.778895] [DEBUG] [MAG       ] CMCSA: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:06.822140] [DEBUG] [MAG       ] EBC: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:06.855769] [INFO ] [LOCAL     ] CMCSA: Saved forecast.
[2025-12-15T20:36:06.855838] [INFO ] [main      ] CMCSA: Signal=1 (Conf=90.0%), Magnitude=-0.05% (Conf=55.1091%)
[2025-12-15T20:36:06.856180] [INFO ] [main      ] Fetching symbol history for BEP...
[2025-12-15T20:36:06.856231] [DEBUG] [REMOTE    ] BEP: Fetching historical data.
[2025-12-15T20:36:06.856657] [INFO ] [main      ] Progress: 210/429 forecasts completed (49.0%). CMCSA finished in 0.6s. ETA: 37.2s. Rate: 353.58 forecasts/min
[2025-12-15T20:36:06.867650] [DEBUG] [REMOTE    ] BEP: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:06.868533] [DEBUG] [LOCAL     ] Loaded configuration for BEP: 5 features, N/A% accuracy
[2025-12-15T20:36:06.868607] [INFO ] [LOCAL     ] BEP: Loaded 5 optimal features with 43.13% confidence from JSON config
[2025-12-15T20:36:06.868641] [DEBUG] [MAG       ] Building data for symbol: BEP with lookback: 0
[2025-12-15T20:36:06.869443] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-15T20:36:06.869505] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:06.871207] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:36:06.871732] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:36:06.872126] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-15T20:36:06.872897] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-15T20:36:06.874677] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:06.890930] [INFO ] [LOCAL     ] EBC: Saved forecast.
[2025-12-15T20:36:06.890995] [INFO ] [main      ] EBC: Signal=1 (Conf=90.0%), Magnitude=-0.11% (Conf=66.006%)
[2025-12-15T20:36:06.891157] [INFO ] [main      ] Fetching symbol history for PTGX...
[2025-12-15T20:36:06.891200] [DEBUG] [REMOTE    ] PTGX: Fetching historical data.
[2025-12-15T20:36:06.892780] [INFO ] [main      ] Progress: 211/429 forecasts completed (49.2%). EBC finished in 0.7s. ETA: 36.9s. Rate: 354.90 forecasts/min
[2025-12-15T20:36:06.903208] [DEBUG] [REMOTE    ] PTGX: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:06.903961] [DEBUG] [LOCAL     ] Loaded configuration for PTGX: 4 features, N/A% accuracy
[2025-12-15T20:36:06.904011] [INFO ] [LOCAL     ] PTGX: Loaded 4 optimal features with 56.85% confidence from JSON config
[2025-12-15T20:36:06.904041] [DEBUG] [MAG       ] Building data for symbol: PTGX with lookback: 0
[2025-12-15T20:36:06.904811] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-15T20:36:06.904869] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:06.909520] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:06.911240] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:36:06.911722] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:36:06.912099] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:06.931464] [DEBUG] [MAG       ] HYMC: Last date is validated at 2025-12-15
[2025-12-15T20:36:06.998151] [DEBUG] [MAG       ] BFS: Last date is validated at 2025-12-15
[2025-12-15T20:36:07.098801] [DEBUG] [MAG       ] HYMC: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:07.162453] [INFO ] [LOCAL     ] HYMC: Saved forecast.
[2025-12-15T20:36:07.162518] [INFO ] [main      ] HYMC: Signal=1 (Conf=90.0%), Magnitude=6.35% (Conf=54.3835%)
[2025-12-15T20:36:07.162871] [INFO ] [main      ] Fetching symbol history for SYNA...
[2025-12-15T20:36:07.162920] [DEBUG] [REMOTE    ] SYNA: Fetching historical data.
[2025-12-15T20:36:07.163080] [DEBUG] [MAG       ] BFS: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:07.163657] [INFO ] [main      ] Progress: 212/429 forecasts completed (49.4%). HYMC finished in 0.6s. ETA: 36.8s. Rate: 353.89 forecasts/min
[2025-12-15T20:36:07.174055] [DEBUG] [REMOTE    ] SYNA: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:07.175349] [DEBUG] [LOCAL     ] Loaded configuration for SYNA: 1 features, N/A% accuracy
[2025-12-15T20:36:07.175407] [INFO ] [LOCAL     ] SYNA: Loaded 1 optimal features with 52.77% confidence from JSON config
[2025-12-15T20:36:07.175438] [DEBUG] [MAG       ] Building data for symbol: SYNA with lookback: 0
[2025-12-15T20:36:07.176211] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-15T20:36:07.176268] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-15T20:36:07.178602] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:07.218436] [DEBUG] [MAG       ] BEP: Last date is validated at 2025-12-15
[2025-12-15T20:36:07.231631] [INFO ] [LOCAL     ] BFS: Saved forecast.
[2025-12-15T20:36:07.231707] [INFO ] [main      ] BFS: Signal=1 (Conf=90.0%), Magnitude=1.57% (Conf=62.6656%)
[2025-12-15T20:36:07.232128] [INFO ] [main      ] Fetching symbol history for AEHL...
[2025-12-15T20:36:07.232179] [DEBUG] [REMOTE    ] AEHL: Fetching historical data.
[2025-12-15T20:36:07.232664] [INFO ] [main      ] Progress: 213/429 forecasts completed (49.7%). BFS finished in 0.6s. ETA: 36.5s. Rate: 354.88 forecasts/min
[2025-12-15T20:36:07.243988] [DEBUG] [REMOTE    ] AEHL: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:07.244795] [DEBUG] [MAG       ] PTGX: Last date is validated at 2025-12-15
[2025-12-15T20:36:07.245187] [DEBUG] [LOCAL     ] Loaded configuration for AEHL: 5 features, N/A% accuracy
[2025-12-15T20:36:07.245239] [INFO ] [LOCAL     ] AEHL: Loaded 5 optimal features with 38.11% confidence from JSON config
[2025-12-15T20:36:07.245269] [DEBUG] [MAG       ] Building data for symbol: AEHL with lookback: 0
[2025-12-15T20:36:07.246068] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-15T20:36:07.246134] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:07.250919] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:07.252691] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:36:07.253166] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:36:07.253541] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-15T20:36:07.254259] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:07.388912] [DEBUG] [MAG       ] BEP: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:07.408816] [DEBUG] [MAG       ] PTGX: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:07.458700] [INFO ] [LOCAL     ] BEP: Saved forecast.
[2025-12-15T20:36:07.458767] [INFO ] [main      ] BEP: Signal=1 (Conf=90.0%), Magnitude=-0.75% (Conf=43.1255%)
[2025-12-15T20:36:07.459162] [INFO ] [main      ] Fetching symbol history for LEVI...
[2025-12-15T20:36:07.459213] [DEBUG] [REMOTE    ] LEVI: Fetching historical data.
[2025-12-15T20:36:07.459210] [INFO ] [main      ] Progress: 214/429 forecasts completed (49.9%). BEP finished in 0.6s. ETA: 36.4s. Rate: 354.32 forecasts/min
[2025-12-15T20:36:07.471658] [DEBUG] [REMOTE    ] LEVI: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:07.472776] [DEBUG] [LOCAL     ] Loaded configuration for LEVI: 14 features, N/A% accuracy
[2025-12-15T20:36:07.472833] [INFO ] [LOCAL     ] LEVI: Loaded 14 optimal features with 60.36% confidence from JSON config
[2025-12-15T20:36:07.472870] [DEBUG] [MAG       ] Building data for symbol: LEVI with lookback: 0
[2025-12-15T20:36:07.473686] [DEBUG] [FEATURES  ] DataBuilder: Executing 14 feature methods.
[2025-12-15T20:36:07.473750] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:07.478431] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:07.480228] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:36:07.480729] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:36:07.481111] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-15T20:36:07.481851] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-15T20:36:07.482458] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-15T20:36:07.483544] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:36:07.484344] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-15T20:36:07.485367] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-15T20:36:07.486949] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-15T20:36:07.487926] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-15T20:36:07.488593] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-15T20:36:07.489660] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-15T20:36:07.491794] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:07.513681] [DEBUG] [MAG       ] SYNA: Last date is validated at 2025-12-15
[2025-12-15T20:36:07.519162] [INFO ] [LOCAL     ] PTGX: Saved forecast.
[2025-12-15T20:36:07.519226] [INFO ] [main      ] PTGX: Signal=1 (Conf=90.0%), Magnitude=2.04% (Conf=56.8534%)
[2025-12-15T20:36:07.519679] [INFO ] [main      ] Progress: 215/429 forecasts completed (50.1%). PTGX finished in 0.6s. ETA: 36.1s. Rate: 355.38 forecasts/min
[2025-12-15T20:36:07.519816] [INFO ] [main      ] Fetching symbol history for BLK...
[2025-12-15T20:36:07.519866] [DEBUG] [REMOTE    ] BLK: Fetching historical data.
[2025-12-15T20:36:07.531764] [DEBUG] [REMOTE    ] BLK: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:07.533419] [DEBUG] [LOCAL     ] Loaded configuration for BLK: 1 features, N/A% accuracy
[2025-12-15T20:36:07.533482] [INFO ] [LOCAL     ] BLK: Loaded 1 optimal features with 57.98% confidence from JSON config
[2025-12-15T20:36:07.533513] [DEBUG] [MAG       ] Building data for symbol: BLK with lookback: 0
[2025-12-15T20:36:07.534288] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-15T20:36:07.534346] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:07.540832] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:07.590403] [DEBUG] [MAG       ] AEHL: Last date is validated at 2025-12-15
[2025-12-15T20:36:07.681120] [DEBUG] [MAG       ] SYNA: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:07.754651] [DEBUG] [MAG       ] AEHL: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:07.798762] [INFO ] [LOCAL     ] SYNA: Saved forecast.
[2025-12-15T20:36:07.798836] [INFO ] [main      ] SYNA: Signal=1 (Conf=90.0%), Magnitude=-4.43% (Conf=52.7731%)
[2025-12-15T20:36:07.799319] [INFO ] [main      ] Fetching symbol history for COYA...
[2025-12-15T20:36:07.799373] [DEBUG] [REMOTE    ] COYA: Fetching historical data.
[2025-12-15T20:36:07.799355] [INFO ] [main      ] Progress: 216/429 forecasts completed (50.3%). SYNA finished in 0.6s. ETA: 36.1s. Rate: 354.30 forecasts/min
[2025-12-15T20:36:07.810669] [DEBUG] [REMOTE    ] COYA: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:07.811633] [DEBUG] [LOCAL     ] Loaded configuration for COYA: 4 features, N/A% accuracy
[2025-12-15T20:36:07.811690] [INFO ] [LOCAL     ] COYA: Loaded 4 optimal features with 51.87% confidence from JSON config
[2025-12-15T20:36:07.811722] [DEBUG] [MAG       ] Building data for symbol: COYA with lookback: 0
[2025-12-15T20:36:07.812526] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-15T20:36:07.812604] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:07.817501] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-15T20:36:07.847430] [INFO ] [LOCAL     ] AEHL: Saved forecast.
[2025-12-15T20:36:07.847492] [INFO ] [main      ] AEHL: Signal=1 (Conf=90.0%), Magnitude=-10.61% (Conf=38.1053%)
[2025-12-15T20:36:07.847668] [INFO ] [main      ] Fetching symbol history for BLTE...
[2025-12-15T20:36:07.847712] [DEBUG] [REMOTE    ] BLTE: Fetching historical data.
[2025-12-15T20:36:07.848013] [DEBUG] [MAG       ] LEVI: Last date is validated at 2025-12-15
[2025-12-15T20:36:07.848866] [INFO ] [main      ] Progress: 217/429 forecasts completed (50.6%). AEHL finished in 0.6s. ETA: 35.8s. Rate: 355.46 forecasts/min
[2025-12-15T20:36:07.857525] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-15T20:36:07.859120] [DEBUG] [REMOTE    ] BLTE: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:07.859864] [DEBUG] [LOCAL     ] Loaded configuration for BLTE: 9 features, N/A% accuracy
[2025-12-15T20:36:07.859915] [INFO ] [LOCAL     ] BLTE: Loaded 9 optimal features with 54.30% confidence from JSON config
[2025-12-15T20:36:07.859946] [DEBUG] [MAG       ] Building data for symbol: BLTE with lookback: 0
[2025-12-15T20:36:07.860525] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-15T20:36:07.860711] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-15T20:36:07.860783] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:07.865499] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:07.867224] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:36:07.867713] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:36:07.868109] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-15T20:36:07.874915] [DEBUG] [MAG       ] BLK: Last date is validated at 2025-12-15
[2025-12-15T20:36:07.878155] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:07.916159] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-15T20:36:07.918485] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-15T20:36:07.922256] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-15T20:36:07.922980] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-15T20:36:07.925636] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:08.012297] [DEBUG] [MAG       ] LEVI: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:08.042465] [DEBUG] [MAG       ] BLK: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:08.094631] [INFO ] [LOCAL     ] LEVI: Saved forecast.
[2025-12-15T20:36:08.094702] [INFO ] [main      ] LEVI: Signal=1 (Conf=90.0%), Magnitude=0.38% (Conf=60.3632%)
[2025-12-15T20:36:08.094865] [INFO ] [main      ] Fetching symbol history for WTBA...
[2025-12-15T20:36:08.094908] [DEBUG] [REMOTE    ] WTBA: Fetching historical data.
[2025-12-15T20:36:08.096778] [INFO ] [main      ] Progress: 218/429 forecasts completed (50.8%). LEVI finished in 0.6s. ETA: 35.7s. Rate: 354.70 forecasts/min
[2025-12-15T20:36:08.106263] [DEBUG] [REMOTE    ] WTBA: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:08.107271] [DEBUG] [LOCAL     ] Loaded configuration for WTBA: 9 features, N/A% accuracy
[2025-12-15T20:36:08.107322] [INFO ] [LOCAL     ] WTBA: Loaded 9 optimal features with 64.38% confidence from JSON config
[2025-12-15T20:36:08.107353] [DEBUG] [MAG       ] Building data for symbol: WTBA with lookback: 0
[2025-12-15T20:36:08.108139] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-15T20:36:08.108202] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:08.109893] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:36:08.110381] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:36:08.110781] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-15T20:36:08.111726] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-15T20:36:08.114313] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-15T20:36:08.115331] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-15T20:36:08.122920] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-15T20:36:08.124378] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-15T20:36:08.127114] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:08.210438] [INFO ] [LOCAL     ] BLK: Saved forecast.
[2025-12-15T20:36:08.210506] [INFO ] [main      ] BLK: Signal=1 (Conf=90.0%), Magnitude=-0.52% (Conf=57.9848%)
[2025-12-15T20:36:08.210690] [INFO ] [main      ] Fetching symbol history for PTF...
[2025-12-15T20:36:08.210735] [DEBUG] [REMOTE    ] PTF: Fetching historical data.
[2025-12-15T20:36:08.211801] [INFO ] [main      ] Progress: 219/429 forecasts completed (51.0%). BLK finished in 0.7s. ETA: 35.5s. Rate: 355.22 forecasts/min
[2025-12-15T20:36:08.217700] [DEBUG] [MAG       ] COYA: Last date is validated at 2025-12-15
[2025-12-15T20:36:08.222618] [DEBUG] [REMOTE    ] PTF: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:08.223595] [DEBUG] [LOCAL     ] Loaded configuration for PTF: 3 features, N/A% accuracy
[2025-12-15T20:36:08.223654] [INFO ] [LOCAL     ] PTF: Loaded 3 optimal features with 55.30% confidence from JSON config
[2025-12-15T20:36:08.223685] [DEBUG] [MAG       ] Building data for symbol: PTF with lookback: 0
[2025-12-15T20:36:08.224491] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-15T20:36:08.224550] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:08.229337] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-15T20:36:08.256730] [DEBUG] [MAG       ] BLTE: Last date is validated at 2025-12-15
[2025-12-15T20:36:08.340392] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-15T20:36:08.341899] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:08.385025] [DEBUG] [MAG       ] COYA: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:08.422541] [DEBUG] [MAG       ] BLTE: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:08.460526] [INFO ] [LOCAL     ] COYA: Saved forecast.
[2025-12-15T20:36:08.460609] [INFO ] [main      ] COYA: Signal=1 (Conf=90.0%), Magnitude=-4.60% (Conf=51.8734%)
[2025-12-15T20:36:08.460943] [INFO ] [main      ] Fetching symbol history for ONDS...
[2025-12-15T20:36:08.460882] [DEBUG] [MAG       ] WTBA: Last date is validated at 2025-12-15
[2025-12-15T20:36:08.460992] [DEBUG] [REMOTE    ] ONDS: Fetching historical data.
[2025-12-15T20:36:08.461666] [INFO ] [main      ] Progress: 220/429 forecasts completed (51.3%). COYA finished in 0.7s. ETA: 35.4s. Rate: 354.45 forecasts/min
[2025-12-15T20:36:08.473414] [DEBUG] [REMOTE    ] ONDS: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:08.474428] [DEBUG] [LOCAL     ] Loaded configuration for ONDS: 5 features, N/A% accuracy
[2025-12-15T20:36:08.474479] [INFO ] [LOCAL     ] ONDS: Loaded 5 optimal features with 54.01% confidence from JSON config
[2025-12-15T20:36:08.474512] [DEBUG] [MAG       ] Building data for symbol: ONDS with lookback: 0
[2025-12-15T20:36:08.475342] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-15T20:36:08.475403] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:08.480145] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-15T20:36:08.480981] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-15T20:36:08.482168] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-15T20:36:08.484134] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:08.485856] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:08.552428] [INFO ] [LOCAL     ] BLTE: Saved forecast.
[2025-12-15T20:36:08.552492] [INFO ] [main      ] BLTE: Signal=1 (Conf=90.0%), Magnitude=-4.96% (Conf=54.3049%)
[2025-12-15T20:36:08.552743] [INFO ] [main      ] Fetching symbol history for AMPG...
[2025-12-15T20:36:08.552788] [DEBUG] [REMOTE    ] AMPG: Fetching historical data.
[2025-12-15T20:36:08.554863] [INFO ] [main      ] Progress: 221/429 forecasts completed (51.5%). BLTE finished in 0.7s. ETA: 35.1s. Rate: 355.17 forecasts/min
[2025-12-15T20:36:08.564256] [DEBUG] [REMOTE    ] AMPG: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:08.565095] [DEBUG] [LOCAL     ] Loaded configuration for AMPG: 1 features, N/A% accuracy
[2025-12-15T20:36:08.565145] [INFO ] [LOCAL     ] AMPG: Loaded 1 optimal features with 47.95% confidence from JSON config
[2025-12-15T20:36:08.565176] [DEBUG] [MAG       ] Building data for symbol: AMPG with lookback: 0
[2025-12-15T20:36:08.565953] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-15T20:36:08.566016] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-15T20:36:08.566982] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:08.626494] [DEBUG] [MAG       ] WTBA: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:08.677278] [DEBUG] [MAG       ] PTF: Last date is validated at 2025-12-15
[2025-12-15T20:36:08.712025] [INFO ] [LOCAL     ] WTBA: Saved forecast.
[2025-12-15T20:36:08.712091] [INFO ] [main      ] WTBA: Signal=1 (Conf=90.0%), Magnitude=0.20% (Conf=64.3834%)
[2025-12-15T20:36:08.712425] [INFO ] [main      ] Fetching symbol history for IGSB...
[2025-12-15T20:36:08.712474] [DEBUG] [REMOTE    ] IGSB: Fetching historical data.
[2025-12-15T20:36:08.712659] [INFO ] [main      ] Progress: 222/429 forecasts completed (51.7%). WTBA finished in 0.6s. ETA: 35.0s. Rate: 355.28 forecasts/min
[2025-12-15T20:36:08.723789] [DEBUG] [REMOTE    ] IGSB: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:08.725010] [DEBUG] [LOCAL     ] Loaded configuration for IGSB: 5 features, N/A% accuracy
[2025-12-15T20:36:08.725062] [INFO ] [LOCAL     ] IGSB: Loaded 5 optimal features with 25.76% confidence from JSON config
[2025-12-15T20:36:08.725092] [DEBUG] [MAG       ] Building data for symbol: IGSB with lookback: 0
[2025-12-15T20:36:08.725904] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-15T20:36:08.725963] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:08.727648] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:36:08.728152] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:36:08.728536] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-15T20:36:08.766385] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-15T20:36:08.767204] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:08.825144] [DEBUG] [MAG       ] ONDS: Last date is validated at 2025-12-15
[2025-12-15T20:36:08.845747] [DEBUG] [MAG       ] PTF: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:08.905832] [DEBUG] [MAG       ] AMPG: Last date is validated at 2025-12-15
[2025-12-15T20:36:08.941785] [INFO ] [LOCAL     ] PTF: Saved forecast.
[2025-12-15T20:36:08.941853] [INFO ] [main      ] PTF: Signal=1 (Conf=90.0%), Magnitude=-4.52% (Conf=55.3015%)
[2025-12-15T20:36:08.942219] [INFO ] [main      ] Progress: 223/429 forecasts completed (52.0%). PTF finished in 0.7s. ETA: 34.8s. Rate: 354.70 forecasts/min
[2025-12-15T20:36:08.942395] [INFO ] [main      ] Fetching symbol history for ABL...
[2025-12-15T20:36:08.942439] [DEBUG] [REMOTE    ] ABL: Fetching historical data.
[2025-12-15T20:36:08.953733] [DEBUG] [REMOTE    ] ABL: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:08.954838] [DEBUG] [LOCAL     ] Loaded configuration for ABL: 5 features, N/A% accuracy
[2025-12-15T20:36:08.954901] [INFO ] [LOCAL     ] ABL: Loaded 5 optimal features with 53.75% confidence from JSON config
[2025-12-15T20:36:08.954937] [DEBUG] [MAG       ] Building data for symbol: ABL with lookback: 0
[2025-12-15T20:36:08.955740] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-15T20:36:08.955800] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:08.957878] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:36:08.958417] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:36:08.958829] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-15T20:36:08.961782] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-15T20:36:08.962853] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:08.997788] [DEBUG] [MAG       ] ONDS: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:09.072442] [INFO ] [LOCAL     ] ONDS: Saved forecast.
[2025-12-15T20:36:09.072507] [INFO ] [main      ] ONDS: Signal=1 (Conf=90.0%), Magnitude=-7.83% (Conf=54.0059%)
[2025-12-15T20:36:09.072972] [INFO ] [main      ] Fetching symbol history for COTY...
[2025-12-15T20:36:09.073024] [DEBUG] [REMOTE    ] COTY: Fetching historical data.
[2025-12-15T20:36:09.073660] [INFO ] [main      ] Progress: 224/429 forecasts completed (52.2%). ONDS finished in 0.6s. ETA: 34.6s. Rate: 355.06 forecasts/min
[2025-12-15T20:36:09.076234] [DEBUG] [MAG       ] AMPG: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:09.084537] [DEBUG] [REMOTE    ] COTY: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:09.085413] [DEBUG] [LOCAL     ] Loaded configuration for COTY: 6 features, N/A% accuracy
[2025-12-15T20:36:09.085473] [INFO ] [LOCAL     ] COTY: Loaded 6 optimal features with 59.94% confidence from JSON config
[2025-12-15T20:36:09.085507] [DEBUG] [MAG       ] Building data for symbol: COTY with lookback: 0
[2025-12-15T20:36:09.086333] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-15T20:36:09.086395] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:09.088200] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:36:09.088753] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:36:09.089253] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:36:09.089679] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-15T20:36:09.090683] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-15T20:36:09.093291] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:09.120154] [DEBUG] [MAG       ] IGSB: Last date is validated at 2025-12-15
[2025-12-15T20:36:09.137907] [INFO ] [LOCAL     ] AMPG: Saved forecast.
[2025-12-15T20:36:09.137987] [INFO ] [main      ] AMPG: Signal=1 (Conf=90.0%), Magnitude=2.36% (Conf=47.9484%)
[2025-12-15T20:36:09.138355] [INFO ] [main      ] Fetching symbol history for CF...
[2025-12-15T20:36:09.138655] [INFO ] [main      ] Progress: 225/429 forecasts completed (52.4%). AMPG finished in 0.6s. ETA: 34.4s. Rate: 356.03 forecasts/min
[2025-12-15T20:36:09.138751] [DEBUG] [REMOTE    ] CF: Fetching historical data.
[2025-12-15T20:36:09.150424] [DEBUG] [REMOTE    ] CF: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:09.151276] [DEBUG] [LOCAL     ] Loaded configuration for CF: 4 features, N/A% accuracy
[2025-12-15T20:36:09.151330] [INFO ] [LOCAL     ] CF: Loaded 4 optimal features with 59.27% confidence from JSON config
[2025-12-15T20:36:09.151362] [DEBUG] [MAG       ] Building data for symbol: CF with lookback: 0
[2025-12-15T20:36:09.152166] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-15T20:36:09.152226] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:09.154071] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:36:09.154603] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:36:09.155001] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-15T20:36:09.269542] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:09.295776] [DEBUG] [MAG       ] IGSB: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:09.302631] [DEBUG] [MAG       ] ABL: Last date is validated at 2025-12-15
[2025-12-15T20:36:09.350857] [INFO ] [LOCAL     ] IGSB: Saved forecast.
[2025-12-15T20:36:09.350925] [INFO ] [main      ] IGSB: Signal=1 (Conf=90.0%), Magnitude=-0.01% (Conf=25.7641%)
[2025-12-15T20:36:09.351277] [INFO ] [main      ] Fetching symbol history for HTD...
[2025-12-15T20:36:09.351326] [DEBUG] [REMOTE    ] HTD: Fetching historical data.
[2025-12-15T20:36:09.352655] [INFO ] [main      ] Progress: 226/429 forecasts completed (52.7%). IGSB finished in 0.6s. ETA: 34.3s. Rate: 355.61 forecasts/min
[2025-12-15T20:36:09.362820] [DEBUG] [REMOTE    ] HTD: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:09.363971] [DEBUG] [LOCAL     ] Loaded configuration for HTD: 3 features, N/A% accuracy
[2025-12-15T20:36:09.364027] [INFO ] [LOCAL     ] HTD: Loaded 3 optimal features with 46.35% confidence from JSON config
[2025-12-15T20:36:09.364060] [DEBUG] [MAG       ] Building data for symbol: HTD with lookback: 0
[2025-12-15T20:36:09.364861] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-15T20:36:09.364921] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:09.366609] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:36:09.367106] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-15T20:36:09.368014] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:09.429283] [DEBUG] [MAG       ] COTY: Last date is validated at 2025-12-15
[2025-12-15T20:36:09.470253] [DEBUG] [MAG       ] ABL: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:09.537187] [INFO ] [LOCAL     ] ABL: Saved forecast.
[2025-12-15T20:36:09.537250] [INFO ] [main      ] ABL: Signal=1 (Conf=90.0%), Magnitude=2.02% (Conf=53.7471%)
[2025-12-15T20:36:09.537565] [INFO ] [main      ] Fetching symbol history for CGEN...
[2025-12-15T20:36:09.537631] [DEBUG] [REMOTE    ] CGEN: Fetching historical data.
[2025-12-15T20:36:09.538511] [INFO ] [main      ] Progress: 227/429 forecasts completed (52.9%). ABL finished in 0.6s. ETA: 34.1s. Rate: 355.45 forecasts/min
[2025-12-15T20:36:09.549384] [DEBUG] [REMOTE    ] CGEN: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:09.550544] [DEBUG] [LOCAL     ] Loaded configuration for CGEN: 5 features, N/A% accuracy
[2025-12-15T20:36:09.550619] [INFO ] [LOCAL     ] CGEN: Loaded 5 optimal features with 61.48% confidence from JSON config
[2025-12-15T20:36:09.550652] [DEBUG] [MAG       ] Building data for symbol: CGEN with lookback: 0
[2025-12-15T20:36:09.551408] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-15T20:36:09.551468] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:09.553150] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:36:09.553663] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:36:09.554374] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-15T20:36:09.555645] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-15T20:36:09.597540] [DEBUG] [MAG       ] COTY: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:09.603635] [DEBUG] [MAG       ] CF: Last date is validated at 2025-12-15
[2025-12-15T20:36:09.631128] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:09.659558] [INFO ] [LOCAL     ] COTY: Saved forecast.
[2025-12-15T20:36:09.659642] [INFO ] [main      ] COTY: Signal=1 (Conf=90.0%), Magnitude=-1.42% (Conf=59.9368%)
[2025-12-15T20:36:09.659993] [INFO ] [main      ] Fetching symbol history for PHIN...
[2025-12-15T20:36:09.660043] [DEBUG] [REMOTE    ] PHIN: Fetching historical data.
[2025-12-15T20:36:09.660658] [INFO ] [main      ] Progress: 228/429 forecasts completed (53.1%). COTY finished in 0.6s. ETA: 33.9s. Rate: 355.88 forecasts/min
[2025-12-15T20:36:09.671634] [DEBUG] [REMOTE    ] PHIN: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:09.672679] [DEBUG] [LOCAL     ] Loaded configuration for PHIN: 5 features, N/A% accuracy
[2025-12-15T20:36:09.672730] [INFO ] [LOCAL     ] PHIN: Loaded 5 optimal features with 72.32% confidence from JSON config
[2025-12-15T20:36:09.672761] [DEBUG] [MAG       ] Building data for symbol: PHIN with lookback: 0
[2025-12-15T20:36:09.673550] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-15T20:36:09.673629] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:09.678404] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-15T20:36:09.680910] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-15T20:36:09.681880] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-15T20:36:09.684490] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-15T20:36:09.690458] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:09.720594] [DEBUG] [MAG       ] HTD: Last date is validated at 2025-12-15
[2025-12-15T20:36:09.769597] [DEBUG] [MAG       ] CF: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:09.869333] [INFO ] [LOCAL     ] CF: Saved forecast.
[2025-12-15T20:36:09.869400] [INFO ] [main      ] CF: Signal=1 (Conf=90.0%), Magnitude=-1.12% (Conf=59.2726%)
[2025-12-15T20:36:09.869806] [INFO ] [main      ] Fetching symbol history for NEOG...
[2025-12-15T20:36:09.869867] [DEBUG] [REMOTE    ] NEOG: Fetching historical data.
[2025-12-15T20:36:09.871070] [INFO ] [main      ] Progress: 229/429 forecasts completed (53.4%). CF finished in 0.7s. ETA: 33.8s. Rate: 355.49 forecasts/min
[2025-12-15T20:36:09.881787] [DEBUG] [REMOTE    ] NEOG: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:09.882776] [DEBUG] [LOCAL     ] Loaded configuration for NEOG: 3 features, N/A% accuracy
[2025-12-15T20:36:09.882833] [INFO ] [LOCAL     ] NEOG: Loaded 3 optimal features with 56.68% confidence from JSON config
[2025-12-15T20:36:09.882865] [DEBUG] [MAG       ] Building data for symbol: NEOG with lookback: 0
[2025-12-15T20:36:09.883838] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-15T20:36:09.883896] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-15T20:36:09.892115] [DEBUG] [MAG       ] HTD: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:09.953918] [INFO ] [LOCAL     ] HTD: Saved forecast.
[2025-12-15T20:36:09.953987] [INFO ] [main      ] HTD: Signal=1 (Conf=90.0%), Magnitude=0.11% (Conf=46.355%)
[2025-12-15T20:36:09.954352] [INFO ] [main      ] Fetching symbol history for RUSHA...
[2025-12-15T20:36:09.954403] [DEBUG] [REMOTE    ] RUSHA: Fetching historical data.
[2025-12-15T20:36:09.955672] [INFO ] [main      ] Progress: 230/429 forecasts completed (53.6%). HTD finished in 0.6s. ETA: 33.5s. Rate: 356.27 forecasts/min
[2025-12-15T20:36:09.959881] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-15T20:36:09.962171] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-15T20:36:09.963614] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:09.966492] [DEBUG] [REMOTE    ] RUSHA: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:09.968195] [DEBUG] [LOCAL     ] Loaded configuration for RUSHA: 5 features, N/A% accuracy
[2025-12-15T20:36:09.968251] [INFO ] [LOCAL     ] RUSHA: Loaded 5 optimal features with 58.04% confidence from JSON config
[2025-12-15T20:36:09.968282] [DEBUG] [MAG       ] Building data for symbol: RUSHA with lookback: 0
[2025-12-15T20:36:09.969150] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-15T20:36:09.969213] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:09.970960] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:36:09.971707] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:36:09.972102] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-15T20:36:10.022649] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-15T20:36:10.024757] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:10.030144] [DEBUG] [MAG       ] PHIN: Last date is validated at 2025-12-15
[2025-12-15T20:36:10.030606] [DEBUG] [MAG       ] CGEN: Last date is validated at 2025-12-15
[2025-12-15T20:36:10.194872] [DEBUG] [MAG       ] PHIN: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:10.194943] [DEBUG] [MAG       ] CGEN: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:10.250230] [INFO ] [LOCAL     ] CGEN: Saved forecast.
[2025-12-15T20:36:10.250295] [INFO ] [main      ] CGEN: Signal=1 (Conf=90.0%), Magnitude=-3.91% (Conf=61.4774%)
[2025-12-15T20:36:10.250457] [INFO ] [main      ] Fetching symbol history for AUDC...
[2025-12-15T20:36:10.250499] [DEBUG] [REMOTE    ] AUDC: Fetching historical data.
[2025-12-15T20:36:10.252638] [INFO ] [main      ] Progress: 231/429 forecasts completed (53.8%). CGEN finished in 0.7s. ETA: 33.5s. Rate: 355.09 forecasts/min
[2025-12-15T20:36:10.262420] [DEBUG] [REMOTE    ] AUDC: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:10.263219] [DEBUG] [LOCAL     ] Loaded configuration for AUDC: 6 features, N/A% accuracy
[2025-12-15T20:36:10.263269] [INFO ] [LOCAL     ] AUDC: Loaded 6 optimal features with 55.32% confidence from JSON config
[2025-12-15T20:36:10.263300] [DEBUG] [MAG       ] Building data for symbol: AUDC with lookback: 0
[2025-12-15T20:36:10.264089] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-15T20:36:10.264158] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:10.268869] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-15T20:36:10.269855] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-15T20:36:10.271513] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-15T20:36:10.290324] [INFO ] [LOCAL     ] PHIN: Saved forecast.
[2025-12-15T20:36:10.290392] [INFO ] [main      ] PHIN: Signal=1 (Conf=90.0%), Magnitude=0.15% (Conf=72.3159%)
[2025-12-15T20:36:10.290548] [INFO ] [main      ] Fetching symbol history for KEYS...
[2025-12-15T20:36:10.290796] [DEBUG] [REMOTE    ] KEYS: Fetching historical data.
[2025-12-15T20:36:10.292653] [INFO ] [main      ] Progress: 232/429 forecasts completed (54.1%). PHIN finished in 0.6s. ETA: 33.2s. Rate: 356.27 forecasts/min
[2025-12-15T20:36:10.303311] [DEBUG] [REMOTE    ] KEYS: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:10.304482] [DEBUG] [LOCAL     ] Loaded configuration for KEYS: 6 features, N/A% accuracy
[2025-12-15T20:36:10.304531] [INFO ] [LOCAL     ] KEYS: Loaded 6 optimal features with 61.38% confidence from JSON config
[2025-12-15T20:36:10.304562] [DEBUG] [MAG       ] Building data for symbol: KEYS with lookback: 0
[2025-12-15T20:36:10.304611] [DEBUG] [MAG       ] NEOG: Last date is validated at 2025-12-15
[2025-12-15T20:36:10.305325] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-15T20:36:10.305385] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:10.307072] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:36:10.307584] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-15T20:36:10.348554] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-15T20:36:10.351765] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-15T20:36:10.352836] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:10.357299] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-15T20:36:10.370534] [DEBUG] [MAG       ] RUSHA: Last date is validated at 2025-12-15
[2025-12-15T20:36:10.377079] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-15T20:36:10.378493] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-15T20:36:10.380198] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:10.468597] [DEBUG] [MAG       ] NEOG: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:10.538094] [INFO ] [LOCAL     ] NEOG: Saved forecast.
[2025-12-15T20:36:10.538158] [INFO ] [main      ] NEOG: Signal=1 (Conf=90.0%), Magnitude=0.53% (Conf=56.6818%)
[2025-12-15T20:36:10.538517] [INFO ] [main      ] Fetching symbol history for SRFM...
[2025-12-15T20:36:10.538580] [DEBUG] [REMOTE    ] SRFM: Fetching historical data.
[2025-12-15T20:36:10.538695] [INFO ] [main      ] Progress: 233/429 forecasts completed (54.3%). NEOG finished in 0.7s. ETA: 33.1s. Rate: 355.56 forecasts/min
[2025-12-15T20:36:10.550456] [DEBUG] [REMOTE    ] SRFM: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:10.551770] [DEBUG] [LOCAL     ] Loaded configuration for SRFM: 6 features, N/A% accuracy
[2025-12-15T20:36:10.551823] [INFO ] [LOCAL     ] SRFM: Loaded 6 optimal features with 54.02% confidence from JSON config
[2025-12-15T20:36:10.551854] [DEBUG] [MAG       ] Building data for symbol: SRFM with lookback: 0
[2025-12-15T20:36:10.552636] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-15T20:36:10.552694] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:10.554337] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:36:10.554866] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:36:10.555334] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-15T20:36:10.556222] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-15T20:36:10.557842] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-15T20:36:10.559210] [DEBUG] [MAG       ] RUSHA: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:10.559876] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:10.649848] [INFO ] [LOCAL     ] RUSHA: Saved forecast.
[2025-12-15T20:36:10.649926] [INFO ] [main      ] RUSHA: Signal=1 (Conf=90.0%), Magnitude=2.58% (Conf=58.0423%)
[2025-12-15T20:36:10.650297] [INFO ] [main      ] Progress: 234/429 forecasts completed (54.5%). RUSHA finished in 0.7s. ETA: 32.9s. Rate: 356.08 forecasts/min
[2025-12-15T20:36:10.650423] [INFO ] [main      ] Fetching symbol history for EOD...
[2025-12-15T20:36:10.650465] [DEBUG] [REMOTE    ] EOD: Fetching historical data.
[2025-12-15T20:36:10.662334] [DEBUG] [REMOTE    ] EOD: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:10.663310] [DEBUG] [LOCAL     ] Loaded configuration for EOD: 11 features, N/A% accuracy
[2025-12-15T20:36:10.663359] [INFO ] [LOCAL     ] EOD: Loaded 11 optimal features with 25.30% confidence from JSON config
[2025-12-15T20:36:10.663390] [DEBUG] [MAG       ] Building data for symbol: EOD with lookback: 0
[2025-12-15T20:36:10.664179] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-12-15T20:36:10.664243] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:10.665930] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:36:10.666436] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:36:10.666837] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-15T20:36:10.668441] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-15T20:36:10.687760] [DEBUG] [MAG       ] AUDC: Last date is validated at 2025-12-15
[2025-12-15T20:36:10.709093] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-15T20:36:10.710262] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-15T20:36:10.711424] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-15T20:36:10.713479] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-15T20:36:10.716228] [DEBUG] [MAG       ] KEYS: Last date is validated at 2025-12-15
[2025-12-15T20:36:10.731454] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-15T20:36:10.732984] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-15T20:36:10.734539] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:10.858492] [DEBUG] [MAG       ] AUDC: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:10.884256] [DEBUG] [MAG       ] KEYS: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:10.889602] [DEBUG] [MAG       ] SRFM: Last date is validated at 2025-12-15
[2025-12-15T20:36:10.929743] [INFO ] [LOCAL     ] AUDC: Saved forecast.
[2025-12-15T20:36:10.929841] [INFO ] [main      ] AUDC: Signal=1 (Conf=90.0%), Magnitude=-2.56% (Conf=55.3167%)
[2025-12-15T20:36:10.930326] [INFO ] [main      ] Fetching symbol history for SMTC...
[2025-12-15T20:36:10.930384] [DEBUG] [REMOTE    ] SMTC: Fetching historical data.
[2025-12-15T20:36:10.930636] [INFO ] [main      ] Progress: 235/429 forecasts completed (54.8%). AUDC finished in 0.7s. ETA: 32.8s. Rate: 355.07 forecasts/min
[2025-12-15T20:36:10.944162] [DEBUG] [REMOTE    ] SMTC: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:10.944970] [DEBUG] [LOCAL     ] Loaded configuration for SMTC: 4 features, N/A% accuracy
[2025-12-15T20:36:10.945021] [INFO ] [LOCAL     ] SMTC: Loaded 4 optimal features with 56.72% confidence from JSON config
[2025-12-15T20:36:10.945053] [DEBUG] [MAG       ] Building data for symbol: SMTC with lookback: 0
[2025-12-15T20:36:10.946022] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-15T20:36:10.946109] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:10.951396] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:10.953474] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:36:10.954018] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:36:10.954457] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:11.014788] [INFO ] [LOCAL     ] KEYS: Saved forecast.
[2025-12-15T20:36:11.014856] [INFO ] [main      ] KEYS: Signal=1 (Conf=90.0%), Magnitude=-3.45% (Conf=61.376%)
[2025-12-15T20:36:11.015400] [INFO ] [main      ] Fetching symbol history for EVSD...
[2025-12-15T20:36:11.015450] [DEBUG] [REMOTE    ] EVSD: Fetching historical data.
[2025-12-15T20:36:11.016650] [INFO ] [main      ] Progress: 236/429 forecasts completed (55.0%). KEYS finished in 0.7s. ETA: 32.5s. Rate: 355.81 forecasts/min
[2025-12-15T20:36:11.027876] [DEBUG] [REMOTE    ] EVSD: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:11.029501] [DEBUG] [LOCAL     ] Loaded configuration for EVSD: 7 features, N/A% accuracy
[2025-12-15T20:36:11.031815] [INFO ] [LOCAL     ] EVSD: Loaded 7 optimal features with 27.71% confidence from JSON config
[2025-12-15T20:36:11.031853] [DEBUG] [MAG       ] Building data for symbol: EVSD with lookback: 0
[2025-12-15T20:36:11.032656] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-15T20:36:11.032718] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-15T20:36:11.036124] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-15T20:36:11.037825] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-15T20:36:11.055246] [DEBUG] [MAG       ] SRFM: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:11.073381] [DEBUG] [MAG       ] EOD: Last date is validated at 2025-12-15
[2025-12-15T20:36:11.086118] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-15T20:36:11.091839] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-15T20:36:11.107383] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-15T20:36:11.109131] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-15T20:36:11.110701] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:11.133263] [INFO ] [LOCAL     ] SRFM: Saved forecast.
[2025-12-15T20:36:11.133330] [INFO ] [main      ] SRFM: Signal=1 (Conf=90.0%), Magnitude=3.56% (Conf=54.0217%)
[2025-12-15T20:36:11.133684] [INFO ] [main      ] Fetching symbol history for ULTA...
[2025-12-15T20:36:11.133734] [DEBUG] [REMOTE    ] ULTA: Fetching historical data.
[2025-12-15T20:36:11.134667] [INFO ] [main      ] Progress: 237/429 forecasts completed (55.2%). SRFM finished in 0.6s. ETA: 32.3s. Rate: 356.27 forecasts/min
[2025-12-15T20:36:11.145057] [DEBUG] [REMOTE    ] ULTA: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:11.146030] [DEBUG] [LOCAL     ] Loaded configuration for ULTA: 7 features, N/A% accuracy
[2025-12-15T20:36:11.146080] [INFO ] [LOCAL     ] ULTA: Loaded 7 optimal features with 63.56% confidence from JSON config
[2025-12-15T20:36:11.146110] [DEBUG] [MAG       ] Building data for symbol: ULTA with lookback: 0
[2025-12-15T20:36:11.146888] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-15T20:36:11.146949] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:11.151673] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:11.153418] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:36:11.153895] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:36:11.154273] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-15T20:36:11.155128] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-15T20:36:11.156113] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-15T20:36:11.156740] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:11.239819] [DEBUG] [MAG       ] EOD: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:11.321713] [DEBUG] [MAG       ] SMTC: Last date is validated at 2025-12-15
[2025-12-15T20:36:11.383870] [INFO ] [LOCAL     ] EOD: Saved forecast.
[2025-12-15T20:36:11.383937] [INFO ] [main      ] EOD: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=25.2952%)
[2025-12-15T20:36:11.384366] [INFO ] [main      ] Fetching symbol history for TWG...
[2025-12-15T20:36:11.384417] [DEBUG] [REMOTE    ] TWG: Fetching historical data.
[2025-12-15T20:36:11.384666] [INFO ] [main      ] Progress: 238/429 forecasts completed (55.5%). EOD finished in 0.7s. ETA: 32.2s. Rate: 355.54 forecasts/min
[2025-12-15T20:36:11.396189] [DEBUG] [REMOTE    ] TWG: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:11.397205] [DEBUG] [LOCAL     ] Loaded configuration for TWG: 2 features, N/A% accuracy
[2025-12-15T20:36:11.397257] [INFO ] [LOCAL     ] TWG: Loaded 2 optimal features with 18.26% confidence from JSON config
[2025-12-15T20:36:11.397288] [DEBUG] [MAG       ] Building data for symbol: TWG with lookback: 0
[2025-12-15T20:36:11.398089] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-15T20:36:11.398147] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-15T20:36:11.398881] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-15T20:36:11.452590] [DEBUG] [MAG       ] EVSD: Last date is validated at 2025-12-15
[2025-12-15T20:36:11.487613] [DEBUG] [MAG       ] ULTA: Last date is validated at 2025-12-15
[2025-12-15T20:36:11.489158] [DEBUG] [MAG       ] SMTC: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:11.513603] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:11.621802] [INFO ] [LOCAL     ] SMTC: Saved forecast.
[2025-12-15T20:36:11.621876] [INFO ] [main      ] SMTC: Signal=1 (Conf=90.0%), Magnitude=4.28% (Conf=56.7246%)
[2025-12-15T20:36:11.622311] [INFO ] [main      ] Fetching symbol history for DRIO...
[2025-12-15T20:36:11.622367] [DEBUG] [REMOTE    ] DRIO: Fetching historical data.
[2025-12-15T20:36:11.622470] [INFO ] [main      ] Progress: 239/429 forecasts completed (55.7%). SMTC finished in 0.7s. ETA: 32.1s. Rate: 354.93 forecasts/min
[2025-12-15T20:36:11.622352] [DEBUG] [MAG       ] EVSD: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:11.635683] [DEBUG] [REMOTE    ] DRIO: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:11.636549] [DEBUG] [LOCAL     ] Loaded configuration for DRIO: 3 features, N/A% accuracy
[2025-12-15T20:36:11.636625] [INFO ] [LOCAL     ] DRIO: Loaded 3 optimal features with 53.25% confidence from JSON config
[2025-12-15T20:36:11.636661] [DEBUG] [MAG       ] Building data for symbol: DRIO with lookback: 0
[2025-12-15T20:36:11.637487] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-15T20:36:11.637547] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:11.643041] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-15T20:36:11.654905] [DEBUG] [MAG       ] ULTA: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:11.754042] [INFO ] [LOCAL     ] EVSD: Saved forecast.
[2025-12-15T20:36:11.754110] [INFO ] [main      ] EVSD: Signal=1 (Conf=90.0%), Magnitude=0.01% (Conf=27.7051%)
[2025-12-15T20:36:11.754269] [INFO ] [main      ] Fetching symbol history for SBI...
[2025-12-15T20:36:11.754313] [DEBUG] [REMOTE    ] SBI: Fetching historical data.
[2025-12-15T20:36:11.755905] [INFO ] [main      ] Progress: 240/429 forecasts completed (55.9%). EVSD finished in 0.7s. ETA: 31.9s. Rate: 355.25 forecasts/min
[2025-12-15T20:36:11.762946] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-15T20:36:11.765278] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:11.767359] [DEBUG] [REMOTE    ] SBI: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:11.768261] [DEBUG] [LOCAL     ] Loaded configuration for SBI: 16 features, N/A% accuracy
[2025-12-15T20:36:11.768312] [INFO ] [LOCAL     ] SBI: Loaded 16 optimal features with 16.16% confidence from JSON config
[2025-12-15T20:36:11.768344] [DEBUG] [MAG       ] Building data for symbol: SBI with lookback: 0
[2025-12-15T20:36:11.769175] [DEBUG] [FEATURES  ] DataBuilder: Executing 16 feature methods.
[2025-12-15T20:36:11.769429] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:11.774308] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:11.776155] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:36:11.776664] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:36:11.777157] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:36:11.777554] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-15T20:36:11.778325] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-15T20:36:11.779178] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-15T20:36:11.781671] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-15T20:36:11.810023] [INFO ] [LOCAL     ] ULTA: Saved forecast.
[2025-12-15T20:36:11.810087] [INFO ] [main      ] ULTA: Signal=1 (Conf=90.0%), Magnitude=-0.03% (Conf=63.5582%)
[2025-12-15T20:36:11.810449] [INFO ] [main      ] Fetching symbol history for HALO...
[2025-12-15T20:36:11.810498] [DEBUG] [REMOTE    ] HALO: Fetching historical data.
[2025-12-15T20:36:11.810664] [INFO ] [main      ] Progress: 241/429 forecasts completed (56.2%). ULTA finished in 0.7s. ETA: 31.7s. Rate: 356.25 forecasts/min
[2025-12-15T20:36:11.824319] [DEBUG] [REMOTE    ] HALO: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:11.825133] [DEBUG] [LOCAL     ] Loaded configuration for HALO: 2 features, N/A% accuracy
[2025-12-15T20:36:11.825189] [INFO ] [LOCAL     ] HALO: Loaded 2 optimal features with 58.17% confidence from JSON config
[2025-12-15T20:36:11.825219] [DEBUG] [MAG       ] Building data for symbol: HALO with lookback: 0
[2025-12-15T20:36:11.826041] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-15T20:36:11.826099] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-15T20:36:11.851329] [DEBUG] [MAG       ] TWG: Last date is validated at 2025-12-15
[2025-12-15T20:36:11.873997] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-15T20:36:11.876867] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:11.896164] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-15T20:36:11.898154] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-15T20:36:11.937860] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-15T20:36:11.938921] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-15T20:36:11.988492] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-15T20:36:11.989389] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-15T20:36:11.990608] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-15T20:36:12.017501] [DEBUG] [MAG       ] TWG: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:12.066551] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:12.123495] [DEBUG] [MAG       ] DRIO: Last date is validated at 2025-12-15
[2025-12-15T20:36:12.208306] [DEBUG] [MAG       ] HALO: Last date is validated at 2025-12-15
[2025-12-15T20:36:12.223174] [INFO ] [LOCAL     ] TWG: Saved forecast.
[2025-12-15T20:36:12.223242] [INFO ] [main      ] TWG: Signal=1 (Conf=90.0%), Magnitude=360.75% (Conf=18.2589%)
[2025-12-15T20:36:12.223723] [INFO ] [main      ] Fetching symbol history for VLRS...
[2025-12-15T20:36:12.223793] [DEBUG] [REMOTE    ] VLRS: Fetching historical data.
[2025-12-15T20:36:12.224657] [INFO ] [main      ] Progress: 242/429 forecasts completed (56.4%). TWG finished in 0.8s. ETA: 31.7s. Rate: 354.11 forecasts/min
[2025-12-15T20:36:12.236440] [DEBUG] [REMOTE    ] VLRS: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:12.237374] [DEBUG] [LOCAL     ] Loaded configuration for VLRS: 9 features, N/A% accuracy
[2025-12-15T20:36:12.237425] [INFO ] [LOCAL     ] VLRS: Loaded 9 optimal features with 55.02% confidence from JSON config
[2025-12-15T20:36:12.237457] [DEBUG] [MAG       ] Building data for symbol: VLRS with lookback: 0
[2025-12-15T20:36:12.238296] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-15T20:36:12.238360] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:12.243298] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:12.245105] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:36:12.245602] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:36:12.245998] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-15T20:36:12.246882] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-15T20:36:12.247865] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-15T20:36:12.302657] [DEBUG] [MAG       ] DRIO: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:12.325781] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-15T20:36:12.327261] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-15T20:36:12.329730] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:12.377093] [DEBUG] [MAG       ] HALO: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:12.390290] [INFO ] [LOCAL     ] DRIO: Saved forecast.
[2025-12-15T20:36:12.390371] [INFO ] [main      ] DRIO: Signal=1 (Conf=90.0%), Magnitude=2.12% (Conf=53.2489%)
[2025-12-15T20:36:12.390777] [INFO ] [main      ] Fetching symbol history for HBNC...
[2025-12-15T20:36:12.390831] [DEBUG] [REMOTE    ] HBNC: Fetching historical data.
[2025-12-15T20:36:12.391677] [INFO ] [main      ] Progress: 243/429 forecasts completed (56.6%). DRIO finished in 0.8s. ETA: 31.5s. Rate: 354.13 forecasts/min
[2025-12-15T20:36:12.402346] [DEBUG] [MAG       ] SBI: Last date is validated at 2025-12-15
[2025-12-15T20:36:12.402856] [DEBUG] [REMOTE    ] HBNC: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:12.403731] [DEBUG] [LOCAL     ] Loaded configuration for HBNC: 6 features, N/A% accuracy
[2025-12-15T20:36:12.403787] [INFO ] [LOCAL     ] HBNC: Loaded 6 optimal features with 53.07% confidence from JSON config
[2025-12-15T20:36:12.403819] [DEBUG] [MAG       ] Building data for symbol: HBNC with lookback: 0
[2025-12-15T20:36:12.404673] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-15T20:36:12.404737] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:12.406515] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:36:12.407048] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:36:12.407441] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-15T20:36:12.408377] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-15T20:36:12.489431] [INFO ] [LOCAL     ] HALO: Saved forecast.
[2025-12-15T20:36:12.489498] [INFO ] [main      ] HALO: Signal=1 (Conf=90.0%), Magnitude=3.97% (Conf=58.1687%)
[2025-12-15T20:36:12.489887] [INFO ] [main      ] Fetching symbol history for LKQ...
[2025-12-15T20:36:12.489938] [DEBUG] [REMOTE    ] LKQ: Fetching historical data.
[2025-12-15T20:36:12.491689] [INFO ] [main      ] Progress: 244/429 forecasts completed (56.9%). HALO finished in 0.7s. ETA: 31.3s. Rate: 354.73 forecasts/min
[2025-12-15T20:36:12.501257] [DEBUG] [REMOTE    ] LKQ: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:12.502986] [DEBUG] [LOCAL     ] Loaded configuration for LKQ: 8 features, N/A% accuracy
[2025-12-15T20:36:12.503050] [INFO ] [LOCAL     ] LKQ: Loaded 8 optimal features with 57.66% confidence from JSON config
[2025-12-15T20:36:12.503081] [DEBUG] [MAG       ] Building data for symbol: LKQ with lookback: 0
[2025-12-15T20:36:12.503860] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-15T20:36:12.503931] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:12.508646] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:12.510385] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:36:12.510865] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:36:12.511291] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:36:12.511691] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-15T20:36:12.512540] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-15T20:36:12.514881] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-15T20:36:12.525325] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-15T20:36:12.528185] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:12.553742] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:12.593315] [DEBUG] [MAG       ] SBI: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:12.663052] [INFO ] [LOCAL     ] SBI: Saved forecast.
[2025-12-15T20:36:12.663117] [INFO ] [main      ] SBI: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=16.1575%)
[2025-12-15T20:36:12.663475] [INFO ] [main      ] Progress: 245/429 forecasts completed (57.1%). SBI finished in 0.9s. ETA: 31.1s. Rate: 354.71 forecasts/min
[2025-12-15T20:36:12.663617] [INFO ] [main      ] Fetching symbol history for GTY...
[2025-12-15T20:36:12.663661] [DEBUG] [REMOTE    ] GTY: Fetching historical data.
[2025-12-15T20:36:12.669342] [DEBUG] [MAG       ] VLRS: Last date is validated at 2025-12-15
[2025-12-15T20:36:12.675218] [DEBUG] [REMOTE    ] GTY: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:12.676410] [DEBUG] [LOCAL     ] Loaded configuration for GTY: 4 features, N/A% accuracy
[2025-12-15T20:36:12.676460] [INFO ] [LOCAL     ] GTY: Loaded 4 optimal features with 59.69% confidence from JSON config
[2025-12-15T20:36:12.676490] [DEBUG] [MAG       ] Building data for symbol: GTY with lookback: 0
[2025-12-15T20:36:12.677284] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-15T20:36:12.677343] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:12.682196] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:12.683974] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:36:12.684449] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:36:12.684858] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:12.836709] [DEBUG] [MAG       ] VLRS: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:12.883856] [DEBUG] [MAG       ] HBNC: Last date is validated at 2025-12-15
[2025-12-15T20:36:12.892440] [DEBUG] [MAG       ] LKQ: Last date is validated at 2025-12-15
[2025-12-15T20:36:12.905507] [INFO ] [LOCAL     ] VLRS: Saved forecast.
[2025-12-15T20:36:12.905588] [INFO ] [main      ] VLRS: Signal=1 (Conf=90.0%), Magnitude=-1.47% (Conf=55.0169%)
[2025-12-15T20:36:12.905940] [INFO ] [main      ] Fetching symbol history for PEG...
[2025-12-15T20:36:12.905990] [DEBUG] [REMOTE    ] PEG: Fetching historical data.
[2025-12-15T20:36:12.907660] [INFO ] [main      ] Progress: 246/429 forecasts completed (57.3%). VLRS finished in 0.7s. ETA: 31.0s. Rate: 354.07 forecasts/min
[2025-12-15T20:36:12.918470] [DEBUG] [REMOTE    ] PEG: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:12.919483] [DEBUG] [LOCAL     ] Loaded configuration for PEG: 4 features, N/A% accuracy
[2025-12-15T20:36:12.919541] [INFO ] [LOCAL     ] PEG: Loaded 4 optimal features with 58.50% confidence from JSON config
[2025-12-15T20:36:12.919590] [DEBUG] [MAG       ] Building data for symbol: PEG with lookback: 0
[2025-12-15T20:36:12.920375] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-15T20:36:12.920434] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:12.925449] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-15T20:36:12.927980] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-15T20:36:12.928801] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-15T20:36:12.931523] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:13.025230] [DEBUG] [MAG       ] GTY: Last date is validated at 2025-12-15
[2025-12-15T20:36:13.053699] [DEBUG] [MAG       ] HBNC: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:13.060590] [DEBUG] [MAG       ] LKQ: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:13.119367] [INFO ] [LOCAL     ] HBNC: Saved forecast.
[2025-12-15T20:36:13.119431] [INFO ] [main      ] HBNC: Signal=1 (Conf=90.0%), Magnitude=0.10% (Conf=53.0749%)
[2025-12-15T20:36:13.119783] [INFO ] [main      ] Fetching symbol history for OMEX...
[2025-12-15T20:36:13.119833] [DEBUG] [REMOTE    ] OMEX: Fetching historical data.
[2025-12-15T20:36:13.120662] [INFO ] [main      ] Progress: 247/429 forecasts completed (57.6%). HBNC finished in 0.7s. ETA: 30.9s. Rate: 353.70 forecasts/min
[2025-12-15T20:36:13.131673] [DEBUG] [REMOTE    ] OMEX: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:13.133921] [DEBUG] [LOCAL     ] Loaded configuration for OMEX: 2 features, N/A% accuracy
[2025-12-15T20:36:13.134053] [INFO ] [LOCAL     ] OMEX: Loaded 2 optimal features with 52.79% confidence from JSON config
[2025-12-15T20:36:13.134090] [DEBUG] [MAG       ] Building data for symbol: OMEX with lookback: 0
[2025-12-15T20:36:13.135304] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-15T20:36:13.135366] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-15T20:36:13.136652] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-15T20:36:13.160524] [INFO ] [LOCAL     ] LKQ: Saved forecast.
[2025-12-15T20:36:13.160604] [INFO ] [main      ] LKQ: Signal=1 (Conf=90.0%), Magnitude=-2.65% (Conf=57.6575%)
[2025-12-15T20:36:13.160950] [INFO ] [main      ] Fetching symbol history for FNKO...
[2025-12-15T20:36:13.160998] [DEBUG] [REMOTE    ] FNKO: Fetching historical data.
[2025-12-15T20:36:13.161648] [INFO ] [main      ] Progress: 248/429 forecasts completed (57.8%). LKQ finished in 0.7s. ETA: 30.6s. Rate: 354.78 forecasts/min
[2025-12-15T20:36:13.173503] [DEBUG] [REMOTE    ] FNKO: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:13.174313] [DEBUG] [LOCAL     ] Loaded configuration for FNKO: 4 features, N/A% accuracy
[2025-12-15T20:36:13.174364] [INFO ] [LOCAL     ] FNKO: Loaded 4 optimal features with 51.74% confidence from JSON config
[2025-12-15T20:36:13.174396] [DEBUG] [MAG       ] Building data for symbol: FNKO with lookback: 0
[2025-12-15T20:36:13.175201] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-15T20:36:13.175261] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-15T20:36:13.198049] [DEBUG] [MAG       ] GTY: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:13.215179] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:13.267348] [INFO ] [LOCAL     ] GTY: Saved forecast.
[2025-12-15T20:36:13.267428] [INFO ] [main      ] GTY: Signal=1 (Conf=90.0%), Magnitude=2.08% (Conf=59.6899%)
[2025-12-15T20:36:13.267858] [INFO ] [main      ] Progress: 249/429 forecasts completed (58.0%). GTY finished in 0.6s. ETA: 30.4s. Rate: 355.31 forecasts/min
[2025-12-15T20:36:13.267987] [INFO ] [main      ] Fetching symbol history for SEZL...
[2025-12-15T20:36:13.268031] [DEBUG] [REMOTE    ] SEZL: Fetching historical data.
[2025-12-15T20:36:13.280139] [DEBUG] [REMOTE    ] SEZL: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:13.281088] [DEBUG] [LOCAL     ] Loaded configuration for SEZL: 5 features, N/A% accuracy
[2025-12-15T20:36:13.281141] [INFO ] [LOCAL     ] SEZL: Loaded 5 optimal features with 54.67% confidence from JSON config
[2025-12-15T20:36:13.281173] [DEBUG] [MAG       ] Building data for symbol: SEZL with lookback: 0
[2025-12-15T20:36:13.282027] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-15T20:36:13.282089] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:13.283897] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:36:13.284415] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-15T20:36:13.288829] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-15T20:36:13.289883] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-15T20:36:13.290544] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-15T20:36:13.291039] [DEBUG] [MAG       ] PEG: Last date is validated at 2025-12-15
[2025-12-15T20:36:13.294724] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:13.362489] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-15T20:36:13.365174] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-15T20:36:13.369707] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:13.457328] [DEBUG] [MAG       ] PEG: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:13.552635] [DEBUG] [MAG       ] OMEX: Last date is validated at 2025-12-15
[2025-12-15T20:36:13.554441] [INFO ] [LOCAL     ] PEG: Saved forecast.
[2025-12-15T20:36:13.554505] [INFO ] [main      ] PEG: Signal=1 (Conf=90.0%), Magnitude=2.54% (Conf=58.5019%)
[2025-12-15T20:36:13.554890] [INFO ] [main      ] Fetching symbol history for NXC...
[2025-12-15T20:36:13.555303] [DEBUG] [REMOTE    ] NXC: Fetching historical data.
[2025-12-15T20:36:13.556654] [INFO ] [main      ] Progress: 250/429 forecasts completed (58.3%). PEG finished in 0.6s. ETA: 30.3s. Rate: 354.31 forecasts/min
[2025-12-15T20:36:13.566329] [DEBUG] [REMOTE    ] NXC: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:13.567304] [DEBUG] [LOCAL     ] Loaded configuration for NXC: 9 features, N/A% accuracy
[2025-12-15T20:36:13.567355] [INFO ] [LOCAL     ] NXC: Loaded 9 optimal features with 38.27% confidence from JSON config
[2025-12-15T20:36:13.567386] [DEBUG] [MAG       ] Building data for symbol: NXC with lookback: 0
[2025-12-15T20:36:13.568187] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-15T20:36:13.568252] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:13.573040] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-15T20:36:13.573863] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-15T20:36:13.574446] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:13.576253] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:36:13.576781] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-15T20:36:13.577853] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-15T20:36:13.579539] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-15T20:36:13.580627] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-15T20:36:13.581365] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:13.638477] [DEBUG] [MAG       ] FNKO: Last date is validated at 2025-12-15
[2025-12-15T20:36:13.712453] [DEBUG] [MAG       ] SEZL: Last date is validated at 2025-12-15
[2025-12-15T20:36:13.726529] [DEBUG] [MAG       ] OMEX: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:13.782553] [INFO ] [LOCAL     ] OMEX: Saved forecast.
[2025-12-15T20:36:13.782639] [INFO ] [main      ] OMEX: Signal=1 (Conf=90.0%), Magnitude=-0.74% (Conf=52.7865%)
[2025-12-15T20:36:13.783000] [INFO ] [main      ] Fetching symbol history for HOMB...
[2025-12-15T20:36:13.783052] [DEBUG] [REMOTE    ] HOMB: Fetching historical data.
[2025-12-15T20:36:13.784660] [INFO ] [main      ] Progress: 251/429 forecasts completed (58.5%). OMEX finished in 0.7s. ETA: 30.2s. Rate: 353.82 forecasts/min
[2025-12-15T20:36:13.795401] [DEBUG] [REMOTE    ] HOMB: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:13.796533] [DEBUG] [LOCAL     ] Loaded configuration for HOMB: 10 features, N/A% accuracy
[2025-12-15T20:36:13.796606] [INFO ] [LOCAL     ] HOMB: Loaded 10 optimal features with 56.09% confidence from JSON config
[2025-12-15T20:36:13.796639] [DEBUG] [MAG       ] Building data for symbol: HOMB with lookback: 0
[2025-12-15T20:36:13.797481] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-15T20:36:13.797547] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-15T20:36:13.798355] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-15T20:36:13.809545] [DEBUG] [MAG       ] FNKO: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:13.874091] [INFO ] [LOCAL     ] FNKO: Saved forecast.
[2025-12-15T20:36:13.874155] [INFO ] [main      ] FNKO: Signal=1 (Conf=90.0%), Magnitude=-4.04% (Conf=51.7373%)
[2025-12-15T20:36:13.874314] [INFO ] [main      ] Fetching symbol history for LCII...
[2025-12-15T20:36:13.874356] [DEBUG] [REMOTE    ] LCII: Fetching historical data.
[2025-12-15T20:36:13.875673] [INFO ] [main      ] Progress: 252/429 forecasts completed (58.7%). FNKO finished in 0.7s. ETA: 30.0s. Rate: 354.47 forecasts/min
[2025-12-15T20:36:13.882228] [DEBUG] [MAG       ] SEZL: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:13.886134] [DEBUG] [REMOTE    ] LCII: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:13.887011] [DEBUG] [LOCAL     ] Loaded configuration for LCII: 7 features, N/A% accuracy
[2025-12-15T20:36:13.887063] [INFO ] [LOCAL     ] LCII: Loaded 7 optimal features with 43.66% confidence from JSON config
[2025-12-15T20:36:13.887094] [DEBUG] [MAG       ] Building data for symbol: LCII with lookback: 0
[2025-12-15T20:36:13.887863] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-15T20:36:13.887951] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:13.893026] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:13.894890] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:36:13.895371] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:36:13.895781] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-15T20:36:13.898249] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-15T20:36:13.900312] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-15T20:36:13.903219] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:13.910966] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-15T20:36:13.913203] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-15T20:36:13.914608] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-15T20:36:13.915840] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:13.917637] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:36:13.918160] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-15T20:36:13.919300] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-15T20:36:13.920243] [DEBUG] [MAG       ] NXC: Last date is validated at 2025-12-15
[2025-12-15T20:36:13.921402] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-15T20:36:13.923201] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:14.025212] [INFO ] [LOCAL     ] SEZL: Saved forecast.
[2025-12-15T20:36:14.025278] [INFO ] [main      ] SEZL: Signal=1 (Conf=90.0%), Magnitude=-0.18% (Conf=54.6681%)
[2025-12-15T20:36:14.025611] [INFO ] [main      ] Fetching symbol history for CFO...
[2025-12-15T20:36:14.026075] [INFO ] [main      ] Progress: 253/429 forecasts completed (59.0%). SEZL finished in 0.8s. ETA: 29.8s. Rate: 354.63 forecasts/min
[2025-12-15T20:36:14.025661] [DEBUG] [REMOTE    ] CFO: Fetching historical data.
[2025-12-15T20:36:14.037858] [DEBUG] [REMOTE    ] CFO: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:14.038768] [DEBUG] [LOCAL     ] Loaded configuration for CFO: 6 features, N/A% accuracy
[2025-12-15T20:36:14.038822] [INFO ] [LOCAL     ] CFO: Loaded 6 optimal features with 52.47% confidence from JSON config
[2025-12-15T20:36:14.038853] [DEBUG] [MAG       ] Building data for symbol: CFO with lookback: 0
[2025-12-15T20:36:14.039712] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-15T20:36:14.039773] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:14.041454] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:36:14.041997] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:36:14.042383] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-15T20:36:14.092478] [DEBUG] [MAG       ] NXC: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:14.151022] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-15T20:36:14.153004] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-15T20:36:14.154081] [INFO ] [LOCAL     ] NXC: Saved forecast.
[2025-12-15T20:36:14.154146] [INFO ] [main      ] NXC: Signal=1 (Conf=90.0%), Magnitude=-0.80% (Conf=38.2694%)
[2025-12-15T20:36:14.154478] [INFO ] [main      ] Fetching symbol history for ATOM...
[2025-12-15T20:36:14.154527] [DEBUG] [REMOTE    ] ATOM: Fetching historical data.
[2025-12-15T20:36:14.154663] [INFO ] [main      ] Progress: 254/429 forecasts completed (59.2%). NXC finished in 0.6s. ETA: 29.6s. Rate: 354.96 forecasts/min
[2025-12-15T20:36:14.166209] [DEBUG] [REMOTE    ] ATOM: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:14.167967] [DEBUG] [LOCAL     ] Loaded configuration for ATOM: 8 features, N/A% accuracy
[2025-12-15T20:36:14.168028] [INFO ] [LOCAL     ] ATOM: Loaded 8 optimal features with 58.80% confidence from JSON config
[2025-12-15T20:36:14.168061] [DEBUG] [MAG       ] Building data for symbol: ATOM with lookback: 0
[2025-12-15T20:36:14.168899] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-15T20:36:14.168969] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:14.174089] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:14.176032] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:36:14.176529] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-15T20:36:14.191488] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:14.219600] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-15T20:36:14.220941] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-15T20:36:14.222738] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-15T20:36:14.223839] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-15T20:36:14.224654] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:14.266163] [DEBUG] [MAG       ] LCII: Last date is validated at 2025-12-15
[2025-12-15T20:36:14.268071] [DEBUG] [MAG       ] HOMB: Last date is validated at 2025-12-15
[2025-12-15T20:36:14.441672] [DEBUG] [MAG       ] HOMB: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:14.459735] [DEBUG] [MAG       ] LCII: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:14.523371] [INFO ] [LOCAL     ] HOMB: Saved forecast.
[2025-12-15T20:36:14.523439] [INFO ] [main      ] HOMB: Signal=1 (Conf=90.0%), Magnitude=-0.06% (Conf=56.0922%)
[2025-12-15T20:36:14.523818] [INFO ] [main      ] Fetching symbol history for MCI...
[2025-12-15T20:36:14.523871] [DEBUG] [REMOTE    ] MCI: Fetching historical data.
[2025-12-15T20:36:14.524665] [INFO ] [main      ] Progress: 255/429 forecasts completed (59.4%). HOMB finished in 0.7s. ETA: 29.5s. Rate: 353.32 forecasts/min
[2025-12-15T20:36:14.530828] [DEBUG] [MAG       ] CFO: Last date is validated at 2025-12-15
[2025-12-15T20:36:14.536787] [DEBUG] [REMOTE    ] MCI: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:14.537846] [DEBUG] [LOCAL     ] Loaded configuration for MCI: 5 features, N/A% accuracy
[2025-12-15T20:36:14.537900] [INFO ] [LOCAL     ] MCI: Loaded 5 optimal features with 52.41% confidence from JSON config
[2025-12-15T20:36:14.537933] [DEBUG] [MAG       ] Building data for symbol: MCI with lookback: 0
[2025-12-15T20:36:14.538745] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-15T20:36:14.538808] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:14.543808] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-15T20:36:14.544826] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-15T20:36:14.547538] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-15T20:36:14.549617] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-15T20:36:14.550713] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:14.577973] [INFO ] [LOCAL     ] LCII: Saved forecast.
[2025-12-15T20:36:14.578051] [INFO ] [main      ] LCII: Signal=1 (Conf=90.0%), Magnitude=-2.45% (Conf=43.6611%)
[2025-12-15T20:36:14.578221] [INFO ] [main      ] Fetching symbol history for GTX...
[2025-12-15T20:36:14.578267] [DEBUG] [REMOTE    ] GTX: Fetching historical data.
[2025-12-15T20:36:14.579652] [INFO ] [main      ] Progress: 256/429 forecasts completed (59.7%). LCII finished in 0.7s. ETA: 29.3s. Rate: 354.25 forecasts/min
[2025-12-15T20:36:14.583760] [DEBUG] [MAG       ] ATOM: Last date is validated at 2025-12-15
[2025-12-15T20:36:14.590804] [DEBUG] [REMOTE    ] GTX: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:14.591859] [DEBUG] [LOCAL     ] Loaded configuration for GTX: 3 features, N/A% accuracy
[2025-12-15T20:36:14.591918] [INFO ] [LOCAL     ] GTX: Loaded 3 optimal features with 65.77% confidence from JSON config
[2025-12-15T20:36:14.591950] [DEBUG] [MAG       ] Building data for symbol: GTX with lookback: 0
[2025-12-15T20:36:14.592758] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-15T20:36:14.592820] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:14.594525] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:36:14.595103] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-15T20:36:14.599437] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:14.701009] [DEBUG] [MAG       ] CFO: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:14.750189] [DEBUG] [MAG       ] ATOM: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:14.783421] [INFO ] [LOCAL     ] CFO: Saved forecast.
[2025-12-15T20:36:14.783496] [INFO ] [main      ] CFO: Signal=1 (Conf=90.0%), Magnitude=-0.77% (Conf=52.4712%)
[2025-12-15T20:36:14.783870] [INFO ] [main      ] Progress: 257/429 forecasts completed (59.9%). CFO finished in 0.8s. ETA: 29.2s. Rate: 353.97 forecasts/min
[2025-12-15T20:36:14.783997] [INFO ] [main      ] Fetching symbol history for WBX...
[2025-12-15T20:36:14.784040] [DEBUG] [REMOTE    ] WBX: Fetching historical data.
[2025-12-15T20:36:14.796555] [DEBUG] [REMOTE    ] WBX: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:14.797724] [DEBUG] [LOCAL     ] Loaded configuration for WBX: 2 features, N/A% accuracy
[2025-12-15T20:36:14.797784] [INFO ] [LOCAL     ] WBX: Loaded 2 optimal features with 65.89% confidence from JSON config
[2025-12-15T20:36:14.797816] [DEBUG] [MAG       ] Building data for symbol: WBX with lookback: 0
[2025-12-15T20:36:14.798678] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-15T20:36:14.798740] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:14.804018] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-15T20:36:14.804875] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:14.836759] [INFO ] [LOCAL     ] ATOM: Saved forecast.
[2025-12-15T20:36:14.836830] [INFO ] [main      ] ATOM: Signal=1 (Conf=90.0%), Magnitude=-3.85% (Conf=58.8046%)
[2025-12-15T20:36:14.837194] [INFO ] [main      ] Fetching symbol history for CNSP...
[2025-12-15T20:36:14.837243] [DEBUG] [REMOTE    ] CNSP: Fetching historical data.
[2025-12-15T20:36:14.838657] [INFO ] [main      ] Progress: 258/429 forecasts completed (60.1%). ATOM finished in 0.7s. ETA: 28.9s. Rate: 354.90 forecasts/min
[2025-12-15T20:36:14.848458] [DEBUG] [REMOTE    ] CNSP: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:14.849446] [DEBUG] [LOCAL     ] Loaded configuration for CNSP: 4 features, N/A% accuracy
[2025-12-15T20:36:14.849497] [INFO ] [LOCAL     ] CNSP: Loaded 4 optimal features with 29.76% confidence from JSON config
[2025-12-15T20:36:14.849529] [DEBUG] [MAG       ] Building data for symbol: CNSP with lookback: 0
[2025-12-15T20:36:14.850334] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-15T20:36:14.850393] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:14.855120] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-15T20:36:14.856124] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-15T20:36:14.857313] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-15T20:36:14.858699] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:14.919526] [DEBUG] [MAG       ] MCI: Last date is validated at 2025-12-15
[2025-12-15T20:36:14.961812] [DEBUG] [MAG       ] GTX: Last date is validated at 2025-12-15
[2025-12-15T20:36:15.106155] [DEBUG] [MAG       ] MCI: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:15.132899] [DEBUG] [MAG       ] GTX: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:15.142353] [DEBUG] [MAG       ] WBX: Last date is validated at 2025-12-15
[2025-12-15T20:36:15.184257] [INFO ] [LOCAL     ] MCI: Saved forecast.
[2025-12-15T20:36:15.184322] [INFO ] [main      ] MCI: Signal=1 (Conf=90.0%), Magnitude=-2.48% (Conf=52.4144%)
[2025-12-15T20:36:15.184483] [INFO ] [main      ] Fetching symbol history for TSDD...
[2025-12-15T20:36:15.184526] [DEBUG] [REMOTE    ] TSDD: Fetching historical data.
[2025-12-15T20:36:15.185512] [INFO ] [main      ] Progress: 259/429 forecasts completed (60.4%). MCI finished in 0.7s. ETA: 28.9s. Rate: 353.46 forecasts/min
[2025-12-15T20:36:15.196694] [DEBUG] [REMOTE    ] TSDD: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:15.197880] [DEBUG] [LOCAL     ] Loaded configuration for TSDD: 6 features, N/A% accuracy
[2025-12-15T20:36:15.197939] [INFO ] [LOCAL     ] TSDD: Loaded 6 optimal features with 58.58% confidence from JSON config
[2025-12-15T20:36:15.197971] [DEBUG] [MAG       ] Building data for symbol: TSDD with lookback: 0
[2025-12-15T20:36:15.198872] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-15T20:36:15.199145] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:15.200171] [INFO ] [LOCAL     ] GTX: Saved forecast.
[2025-12-15T20:36:15.200235] [INFO ] [main      ] GTX: Signal=1 (Conf=90.0%), Magnitude=0.37% (Conf=65.7706%)
[2025-12-15T20:36:15.200392] [INFO ] [main      ] Fetching symbol history for SHY...
[2025-12-15T20:36:15.200435] [DEBUG] [REMOTE    ] SHY: Fetching historical data.
[2025-12-15T20:36:15.201656] [INFO ] [main      ] Progress: 260/429 forecasts completed (60.6%). GTX finished in 0.6s. ETA: 28.6s. Rate: 354.70 forecasts/min
[2025-12-15T20:36:15.204498] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:15.206439] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:36:15.206944] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:36:15.207353] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-15T20:36:15.209743] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-15T20:36:15.213755] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:15.214030] [DEBUG] [REMOTE    ] SHY: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:15.214955] [DEBUG] [LOCAL     ] Loaded configuration for SHY: 9 features, N/A% accuracy
[2025-12-15T20:36:15.215027] [INFO ] [LOCAL     ] SHY: Loaded 9 optimal features with 44.87% confidence from JSON config
[2025-12-15T20:36:15.215536] [DEBUG] [MAG       ] Building data for symbol: SHY with lookback: 0
[2025-12-15T20:36:15.216714] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-15T20:36:15.216799] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:15.219699] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:36:15.220615] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-15T20:36:15.221322] [DEBUG] [MAG       ] CNSP: Last date is validated at 2025-12-15
[2025-12-15T20:36:15.222428] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-15T20:36:15.228888] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-15T20:36:15.230723] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-15T20:36:15.231711] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-15T20:36:15.232755] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-15T20:36:15.234314] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-15T20:36:15.237206] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:15.327957] [DEBUG] [MAG       ] WBX: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:15.394275] [DEBUG] [MAG       ] CNSP: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:15.405395] [INFO ] [LOCAL     ] WBX: Saved forecast.
[2025-12-15T20:36:15.405460] [INFO ] [main      ] WBX: Signal=1 (Conf=90.0%), Magnitude=12.01% (Conf=65.8947%)
[2025-12-15T20:36:15.405822] [INFO ] [main      ] Fetching symbol history for WBTN...
[2025-12-15T20:36:15.405872] [DEBUG] [REMOTE    ] WBTN: Fetching historical data.
[2025-12-15T20:36:15.406660] [INFO ] [main      ] Progress: 261/429 forecasts completed (60.8%). WBX finished in 0.6s. ETA: 28.4s. Rate: 354.41 forecasts/min
[2025-12-15T20:36:15.417477] [DEBUG] [REMOTE    ] WBTN: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:15.418632] [DEBUG] [LOCAL     ] Loaded configuration for WBTN: 3 features, N/A% accuracy
[2025-12-15T20:36:15.418684] [INFO ] [LOCAL     ] WBTN: Loaded 3 optimal features with 36.33% confidence from JSON config
[2025-12-15T20:36:15.418714] [DEBUG] [MAG       ] Building data for symbol: WBTN with lookback: 0
[2025-12-15T20:36:15.419548] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-15T20:36:15.419640] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:15.424338] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-15T20:36:15.425180] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-15T20:36:15.425986] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:15.558966] [DEBUG] [MAG       ] TSDD: Last date is validated at 2025-12-15
[2025-12-15T20:36:15.585023] [DEBUG] [MAG       ] SHY: Last date is validated at 2025-12-15
[2025-12-15T20:36:15.592609] [INFO ] [LOCAL     ] CNSP: Saved forecast.
[2025-12-15T20:36:15.592684] [INFO ] [main      ] CNSP: Signal=1 (Conf=90.0%), Magnitude=30.74% (Conf=29.7596%)
[2025-12-15T20:36:15.593068] [INFO ] [main      ] Fetching symbol history for KMX...
[2025-12-15T20:36:15.593120] [DEBUG] [REMOTE    ] KMX: Fetching historical data.
[2025-12-15T20:36:15.593663] [INFO ] [main      ] Progress: 262/429 forecasts completed (61.1%). CNSP finished in 0.8s. ETA: 28.3s. Rate: 354.27 forecasts/min
[2025-12-15T20:36:15.604712] [DEBUG] [REMOTE    ] KMX: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:15.605762] [DEBUG] [LOCAL     ] Loaded configuration for KMX: 6 features, N/A% accuracy
[2025-12-15T20:36:15.605815] [INFO ] [LOCAL     ] KMX: Loaded 6 optimal features with 43.53% confidence from JSON config
[2025-12-15T20:36:15.605846] [DEBUG] [MAG       ] Building data for symbol: KMX with lookback: 0
[2025-12-15T20:36:15.606633] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-15T20:36:15.606694] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:15.611494] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:15.613247] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:36:15.613739] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:36:15.614154] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-15T20:36:15.615005] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-15T20:36:15.654627] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:15.727185] [DEBUG] [MAG       ] TSDD: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:15.754236] [DEBUG] [MAG       ] SHY: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:15.758897] [DEBUG] [MAG       ] WBTN: Last date is validated at 2025-12-15
[2025-12-15T20:36:15.826197] [INFO ] [LOCAL     ] SHY: Saved forecast.
[2025-12-15T20:36:15.826278] [INFO ] [main      ] SHY: Signal=1 (Conf=90.0%), Magnitude=-0.01% (Conf=44.8688%)
[2025-12-15T20:36:15.826479] [INFO ] [main      ] Fetching symbol history for ESTC...
[2025-12-15T20:36:15.826534] [DEBUG] [REMOTE    ] ESTC: Fetching historical data.
[2025-12-15T20:36:15.826929] [INFO ] [main      ] Progress: 263/429 forecasts completed (61.3%). SHY finished in 0.6s. ETA: 28.2s. Rate: 353.76 forecasts/min
[2025-12-15T20:36:15.842022] [DEBUG] [REMOTE    ] ESTC: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:15.843337] [DEBUG] [LOCAL     ] Loaded configuration for ESTC: 10 features, N/A% accuracy
[2025-12-15T20:36:15.843401] [INFO ] [LOCAL     ] ESTC: Loaded 10 optimal features with 50.43% confidence from JSON config
[2025-12-15T20:36:15.843443] [DEBUG] [MAG       ] Building data for symbol: ESTC with lookback: 0
[2025-12-15T20:36:15.844439] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-15T20:36:15.844517] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:15.850984] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:15.853338] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:36:15.853953] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:36:15.854431] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-15T20:36:15.927551] [DEBUG] [MAG       ] WBTN: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:15.947229] [INFO ] [LOCAL     ] TSDD: Saved forecast.
[2025-12-15T20:36:15.947300] [INFO ] [main      ] TSDD: Signal=1 (Conf=90.0%), Magnitude=-1.47% (Conf=58.5843%)
[2025-12-15T20:36:15.947462] [INFO ] [main      ] Fetching symbol history for NVS...
[2025-12-15T20:36:15.947506] [DEBUG] [REMOTE    ] NVS: Fetching historical data.
[2025-12-15T20:36:15.948522] [INFO ] [main      ] Progress: 264/429 forecasts completed (61.5%). TSDD finished in 0.8s. ETA: 28.0s. Rate: 354.14 forecasts/min
[2025-12-15T20:36:15.959842] [DEBUG] [REMOTE    ] NVS: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:15.961598] [DEBUG] [LOCAL     ] Loaded configuration for NVS: 6 features, N/A% accuracy
[2025-12-15T20:36:15.961657] [INFO ] [LOCAL     ] NVS: Loaded 6 optimal features with 47.22% confidence from JSON config
[2025-12-15T20:36:15.961689] [DEBUG] [MAG       ] Building data for symbol: NVS with lookback: 0
[2025-12-15T20:36:15.962489] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-15T20:36:15.962617] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:15.967497] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-15T20:36:15.969496] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-15T20:36:15.970371] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-15T20:36:15.972347] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-15T20:36:15.973748] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-15T20:36:15.974087] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-15T20:36:15.975969] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:36:15.976449] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-15T20:36:15.977080] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-15T20:36:15.977621] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-15T20:36:15.978192] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:15.979671] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:15.990630] [DEBUG] [MAG       ] KMX: Last date is validated at 2025-12-15
[2025-12-15T20:36:16.012168] [INFO ] [LOCAL     ] WBTN: Saved forecast.
[2025-12-15T20:36:16.012232] [INFO ] [main      ] WBTN: Signal=1 (Conf=90.0%), Magnitude=-1.48% (Conf=36.3287%)
[2025-12-15T20:36:16.012601] [INFO ] [main      ] Progress: 265/429 forecasts completed (61.8%). WBTN finished in 0.6s. ETA: 27.7s. Rate: 354.97 forecasts/min
[2025-12-15T20:36:16.012726] [INFO ] [main      ] Fetching symbol history for STK...
[2025-12-15T20:36:16.012768] [DEBUG] [REMOTE    ] STK: Fetching historical data.
[2025-12-15T20:36:16.024929] [DEBUG] [REMOTE    ] STK: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:16.026070] [DEBUG] [LOCAL     ] Loaded configuration for STK: 5 features, N/A% accuracy
[2025-12-15T20:36:16.026122] [INFO ] [LOCAL     ] STK: Loaded 5 optimal features with 54.49% confidence from JSON config
[2025-12-15T20:36:16.026152] [DEBUG] [MAG       ] Building data for symbol: STK with lookback: 0
[2025-12-15T20:36:16.026975] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-15T20:36:16.027048] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:16.031979] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:16.033760] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:36:16.034263] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-15T20:36:16.075436] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-15T20:36:16.076779] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:16.159657] [DEBUG] [MAG       ] KMX: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:16.263218] [INFO ] [LOCAL     ] KMX: Saved forecast.
[2025-12-15T20:36:16.263283] [INFO ] [main      ] KMX: Signal=1 (Conf=90.0%), Magnitude=-8.56% (Conf=43.5309%)
[2025-12-15T20:36:16.263661] [INFO ] [main      ] Fetching symbol history for UMC...
[2025-12-15T20:36:16.263711] [DEBUG] [REMOTE    ] UMC: Fetching historical data.
[2025-12-15T20:36:16.264413] [INFO ] [main      ] Progress: 266/429 forecasts completed (62.0%). KMX finished in 0.7s. ETA: 27.6s. Rate: 354.32 forecasts/min
[2025-12-15T20:36:16.275359] [DEBUG] [REMOTE    ] UMC: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:16.277622] [DEBUG] [LOCAL     ] Loaded configuration for UMC: 8 features, N/A% accuracy
[2025-12-15T20:36:16.277679] [INFO ] [LOCAL     ] UMC: Loaded 8 optimal features with 62.62% confidence from JSON config
[2025-12-15T20:36:16.277712] [DEBUG] [MAG       ] Building data for symbol: UMC with lookback: 0
[2025-12-15T20:36:16.278547] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-15T20:36:16.278634] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:16.283382] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:36:16.283924] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-15T20:36:16.289093] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-15T20:36:16.290264] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-15T20:36:16.294711] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-15T20:36:16.296087] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-15T20:36:16.297814] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-15T20:36:16.303856] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:16.324069] [DEBUG] [MAG       ] ESTC: Last date is validated at 2025-12-15
[2025-12-15T20:36:16.325564] [DEBUG] [MAG       ] NVS: Last date is validated at 2025-12-15
[2025-12-15T20:36:16.412871] [DEBUG] [MAG       ] STK: Last date is validated at 2025-12-15
[2025-12-15T20:36:16.492024] [DEBUG] [MAG       ] NVS: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:16.494669] [DEBUG] [MAG       ] ESTC: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:16.591031] [DEBUG] [MAG       ] STK: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:16.594864] [INFO ] [LOCAL     ] NVS: Saved forecast.
[2025-12-15T20:36:16.594932] [INFO ] [main      ] NVS: Signal=1 (Conf=90.0%), Magnitude=0.35% (Conf=47.2228%)
[2025-12-15T20:36:16.595296] [INFO ] [main      ] Fetching symbol history for HOLO...
[2025-12-15T20:36:16.595348] [DEBUG] [REMOTE    ] HOLO: Fetching historical data.
[2025-12-15T20:36:16.596645] [INFO ] [main      ] Progress: 267/429 forecasts completed (62.2%). NVS finished in 0.6s. ETA: 27.5s. Rate: 353.05 forecasts/min
[2025-12-15T20:36:16.606989] [DEBUG] [REMOTE    ] HOLO: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:16.608175] [DEBUG] [LOCAL     ] Loaded configuration for HOLO: 5 features, N/A% accuracy
[2025-12-15T20:36:16.608231] [INFO ] [LOCAL     ] HOLO: Loaded 5 optimal features with 37.88% confidence from JSON config
[2025-12-15T20:36:16.608264] [DEBUG] [MAG       ] Building data for symbol: HOLO with lookback: 0
[2025-12-15T20:36:16.609134] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-15T20:36:16.609198] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:16.610928] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:36:16.611454] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:36:16.611897] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-15T20:36:16.612798] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-15T20:36:16.614362] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:16.622728] [INFO ] [LOCAL     ] ESTC: Saved forecast.
[2025-12-15T20:36:16.622791] [INFO ] [main      ] ESTC: Signal=1 (Conf=90.0%), Magnitude=-4.00% (Conf=50.4264%)
[2025-12-15T20:36:16.622947] [INFO ] [main      ] Fetching symbol history for ACM...
[2025-12-15T20:36:16.622989] [DEBUG] [REMOTE    ] ACM: Fetching historical data.
[2025-12-15T20:36:16.623904] [INFO ] [main      ] Progress: 268/429 forecasts completed (62.5%). ESTC finished in 0.8s. ETA: 27.3s. Rate: 354.16 forecasts/min
[2025-12-15T20:36:16.635364] [DEBUG] [REMOTE    ] ACM: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:16.635360] [DEBUG] [MAG       ] UMC: Last date is validated at 2025-12-15
[2025-12-15T20:36:16.636516] [DEBUG] [LOCAL     ] Loaded configuration for ACM: 3 features, N/A% accuracy
[2025-12-15T20:36:16.636588] [INFO ] [LOCAL     ] ACM: Loaded 3 optimal features with 67.66% confidence from JSON config
[2025-12-15T20:36:16.636622] [DEBUG] [MAG       ] Building data for symbol: ACM with lookback: 0
[2025-12-15T20:36:16.637697] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-15T20:36:16.637758] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:16.639524] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:36:16.640064] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:36:16.640460] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:16.667142] [INFO ] [LOCAL     ] STK: Saved forecast.
[2025-12-15T20:36:16.667214] [INFO ] [main      ] STK: Signal=1 (Conf=90.0%), Magnitude=-1.43% (Conf=54.489%)
[2025-12-15T20:36:16.667565] [INFO ] [main      ] Progress: 269/429 forecasts completed (62.7%). STK finished in 0.7s. ETA: 27.0s. Rate: 355.14 forecasts/min
[2025-12-15T20:36:16.667713] [INFO ] [main      ] Fetching symbol history for XPON...
[2025-12-15T20:36:16.667756] [DEBUG] [REMOTE    ] XPON: Fetching historical data.
[2025-12-15T20:36:16.679557] [DEBUG] [REMOTE    ] XPON: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:16.680717] [DEBUG] [LOCAL     ] Loaded configuration for XPON: 4 features, N/A% accuracy
[2025-12-15T20:36:16.680774] [INFO ] [LOCAL     ] XPON: Loaded 4 optimal features with 39.15% confidence from JSON config
[2025-12-15T20:36:16.680806] [DEBUG] [MAG       ] Building data for symbol: XPON with lookback: 0
[2025-12-15T20:36:16.681667] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-15T20:36:16.681730] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:16.683439] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:36:16.683989] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:36:16.684387] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-15T20:36:16.685111] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:16.801455] [DEBUG] [MAG       ] UMC: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:16.865316] [INFO ] [LOCAL     ] UMC: Saved forecast.
[2025-12-15T20:36:16.865380] [INFO ] [main      ] UMC: Signal=1 (Conf=90.0%), Magnitude=0.52% (Conf=62.6217%)
[2025-12-15T20:36:16.865733] [INFO ] [main      ] Fetching symbol history for BGLC...
[2025-12-15T20:36:16.865783] [DEBUG] [REMOTE    ] BGLC: Fetching historical data.
[2025-12-15T20:36:16.866532] [INFO ] [main      ] Progress: 270/429 forecasts completed (62.9%). UMC finished in 0.6s. ETA: 26.9s. Rate: 354.91 forecasts/min
[2025-12-15T20:36:16.876986] [DEBUG] [REMOTE    ] BGLC: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:16.877847] [DEBUG] [LOCAL     ] Loaded configuration for BGLC: 11 features, N/A% accuracy
[2025-12-15T20:36:16.877903] [INFO ] [LOCAL     ] BGLC: Loaded 11 optimal features with 56.40% confidence from JSON config
[2025-12-15T20:36:16.877933] [DEBUG] [MAG       ] Building data for symbol: BGLC with lookback: 0
[2025-12-15T20:36:16.878722] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-12-15T20:36:16.878785] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:16.883713] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:16.885525] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:36:16.886029] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:36:16.886481] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:36:16.886892] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-15T20:36:16.887661] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-15T20:36:16.890016] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-15T20:36:16.890864] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-15T20:36:16.892208] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-15T20:36:16.893065] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-15T20:36:16.894975] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:16.950462] [DEBUG] [MAG       ] HOLO: Last date is validated at 2025-12-15
[2025-12-15T20:36:17.009220] [DEBUG] [MAG       ] ACM: Last date is validated at 2025-12-15
[2025-12-15T20:36:17.021343] [DEBUG] [MAG       ] XPON: Last date is validated at 2025-12-15
[2025-12-15T20:36:17.124754] [DEBUG] [MAG       ] HOLO: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:17.181960] [DEBUG] [MAG       ] ACM: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:17.189203] [DEBUG] [MAG       ] XPON: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:17.245633] [DEBUG] [MAG       ] BGLC: Last date is validated at 2025-12-15
[2025-12-15T20:36:17.256202] [INFO ] [LOCAL     ] XPON: Saved forecast.
[2025-12-15T20:36:17.256280] [INFO ] [main      ] XPON: Signal=1 (Conf=90.0%), Magnitude=-4.39% (Conf=39.1481%)
[2025-12-15T20:36:17.257022] [INFO ] [main      ] Fetching symbol history for JVA...
[2025-12-15T20:36:17.257076] [DEBUG] [REMOTE    ] JVA: Fetching historical data.
[2025-12-15T20:36:17.259632] [INFO ] [main      ] Progress: 271/429 forecasts completed (63.2%). XPON finished in 0.6s. ETA: 26.8s. Rate: 353.18 forecasts/min
[2025-12-15T20:36:17.270613] [DEBUG] [REMOTE    ] JVA: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:17.271612] [DEBUG] [LOCAL     ] Loaded configuration for JVA: 4 features, N/A% accuracy
[2025-12-15T20:36:17.271664] [INFO ] [LOCAL     ] JVA: Loaded 4 optimal features with 58.89% confidence from JSON config
[2025-12-15T20:36:17.271696] [DEBUG] [MAG       ] Building data for symbol: JVA with lookback: 0
[2025-12-15T20:36:17.272634] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-15T20:36:17.272696] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-15T20:36:17.273684] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-15T20:36:17.276217] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-15T20:36:17.277288] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-15T20:36:17.278301] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:17.301789] [INFO ] [LOCAL     ] ACM: Saved forecast.
[2025-12-15T20:36:17.301876] [INFO ] [main      ] ACM: Signal=1 (Conf=90.0%), Magnitude=1.34% (Conf=67.6611%)
[2025-12-15T20:36:17.302084] [INFO ] [main      ] Fetching symbol history for REFI...
[2025-12-15T20:36:17.302144] [DEBUG] [REMOTE    ] REFI: Fetching historical data.
[2025-12-15T20:36:17.303644] [INFO ] [main      ] Progress: 272/429 forecasts completed (63.4%). ACM finished in 0.7s. ETA: 26.6s. Rate: 354.14 forecasts/min
[2025-12-15T20:36:17.306283] [INFO ] [LOCAL     ] HOLO: Saved forecast.
[2025-12-15T20:36:17.306349] [INFO ] [main      ] HOLO: Signal=1 (Conf=90.0%), Magnitude=-64.12% (Conf=37.878%)
[2025-12-15T20:36:17.306747] [INFO ] [main      ] Fetching symbol history for VAC...
[2025-12-15T20:36:17.306800] [DEBUG] [REMOTE    ] VAC: Fetching historical data.
[2025-12-15T20:36:17.307487] [INFO ] [main      ] Progress: 273/429 forecasts completed (63.6%). HOLO finished in 0.7s. ETA: 26.3s. Rate: 355.42 forecasts/min
[2025-12-15T20:36:17.316062] [DEBUG] [REMOTE    ] REFI: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:17.317262] [DEBUG] [LOCAL     ] Loaded configuration for REFI: 10 features, N/A% accuracy
[2025-12-15T20:36:17.317317] [INFO ] [LOCAL     ] REFI: Loaded 10 optimal features with 49.37% confidence from JSON config
[2025-12-15T20:36:17.317350] [DEBUG] [MAG       ] Building data for symbol: REFI with lookback: 0
[2025-12-15T20:36:17.318398] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-15T20:36:17.318465] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:17.319207] [DEBUG] [REMOTE    ] VAC: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:17.320312] [DEBUG] [LOCAL     ] Loaded configuration for VAC: 4 features, N/A% accuracy
[2025-12-15T20:36:17.320551] [INFO ] [LOCAL     ] VAC: Loaded 4 optimal features with 49.65% confidence from JSON config
[2025-12-15T20:36:17.320604] [DEBUG] [MAG       ] Building data for symbol: VAC with lookback: 0
[2025-12-15T20:36:17.321426] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-15T20:36:17.321487] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-15T20:36:17.322371] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-15T20:36:17.323153] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-15T20:36:17.323837] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-15T20:36:17.324712] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:17.325432] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:17.326760] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:36:17.327272] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:36:17.327704] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-15T20:36:17.329457] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-15T20:36:17.372166] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-15T20:36:17.373870] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-15T20:36:17.374531] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-15T20:36:17.377750] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-15T20:36:17.379390] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:17.424235] [DEBUG] [MAG       ] BGLC: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:17.632842] [DEBUG] [MAG       ] JVA: Last date is validated at 2025-12-15
[2025-12-15T20:36:17.634791] [INFO ] [LOCAL     ] BGLC: Saved forecast.
[2025-12-15T20:36:17.634881] [INFO ] [main      ] BGLC: Signal=1 (Conf=90.0%), Magnitude=4.53% (Conf=56.3977%)
[2025-12-15T20:36:17.635209] [INFO ] [main      ] Fetching symbol history for GD...
[2025-12-15T20:36:17.635259] [DEBUG] [REMOTE    ] GD: Fetching historical data.
[2025-12-15T20:36:17.636168] [INFO ] [main      ] Progress: 274/429 forecasts completed (63.9%). BGLC finished in 0.8s. ETA: 26.3s. Rate: 354.19 forecasts/min
[2025-12-15T20:36:17.648135] [DEBUG] [REMOTE    ] GD: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:17.649235] [DEBUG] [LOCAL     ] Loaded configuration for GD: 1 features, N/A% accuracy
[2025-12-15T20:36:17.649289] [INFO ] [LOCAL     ] GD: Loaded 1 optimal features with 61.78% confidence from JSON config
[2025-12-15T20:36:17.649320] [DEBUG] [MAG       ] Building data for symbol: GD with lookback: 0
[2025-12-15T20:36:17.650175] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-15T20:36:17.650233] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-15T20:36:17.651215] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:17.690013] [DEBUG] [MAG       ] VAC: Last date is validated at 2025-12-15
[2025-12-15T20:36:17.731947] [DEBUG] [MAG       ] REFI: Last date is validated at 2025-12-15
[2025-12-15T20:36:17.817968] [DEBUG] [MAG       ] JVA: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:17.876549] [DEBUG] [MAG       ] VAC: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:17.900241] [INFO ] [LOCAL     ] JVA: Saved forecast.
[2025-12-15T20:36:17.900309] [INFO ] [main      ] JVA: Signal=1 (Conf=90.0%), Magnitude=-3.48% (Conf=58.8929%)
[2025-12-15T20:36:17.900470] [INFO ] [main      ] Fetching symbol history for NVTS...
[2025-12-15T20:36:17.900513] [DEBUG] [REMOTE    ] NVTS: Fetching historical data.
[2025-12-15T20:36:17.900873] [INFO ] [main      ] Progress: 275/429 forecasts completed (64.1%). JVA finished in 0.6s. ETA: 26.1s. Rate: 353.47 forecasts/min
[2025-12-15T20:36:17.903495] [DEBUG] [MAG       ] REFI: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:17.912772] [DEBUG] [REMOTE    ] NVTS: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:17.914019] [DEBUG] [LOCAL     ] Loaded configuration for NVTS: 4 features, N/A% accuracy
[2025-12-15T20:36:17.914078] [INFO ] [LOCAL     ] NVTS: Loaded 4 optimal features with 53.50% confidence from JSON config
[2025-12-15T20:36:17.914111] [DEBUG] [MAG       ] Building data for symbol: NVTS with lookback: 0
[2025-12-15T20:36:17.915053] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-15T20:36:17.915144] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:17.920540] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-15T20:36:17.923331] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-15T20:36:17.963013] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-15T20:36:17.967855] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:17.978200] [INFO ] [LOCAL     ] REFI: Saved forecast.
[2025-12-15T20:36:17.978286] [INFO ] [main      ] REFI: Signal=1 (Conf=90.0%), Magnitude=-6.88% (Conf=49.3732%)
[2025-12-15T20:36:17.978486] [INFO ] [main      ] Fetching symbol history for ALHC...
[2025-12-15T20:36:17.978541] [DEBUG] [REMOTE    ] ALHC: Fetching historical data.
[2025-12-15T20:36:17.978867] [INFO ] [main      ] Progress: 276/429 forecasts completed (64.3%). REFI finished in 0.7s. ETA: 25.9s. Rate: 354.16 forecasts/min
[2025-12-15T20:36:17.991701] [DEBUG] [REMOTE    ] ALHC: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:17.992458] [INFO ] [LOCAL     ] VAC: Saved forecast.
[2025-12-15T20:36:17.992525] [INFO ] [main      ] VAC: Signal=1 (Conf=90.0%), Magnitude=0.62% (Conf=49.6509%)
[2025-12-15T20:36:17.992908] [INFO ] [main      ] Progress: 277/429 forecasts completed (64.6%). VAC finished in 0.7s. ETA: 25.7s. Rate: 355.34 forecasts/min
[2025-12-15T20:36:17.993047] [INFO ] [main      ] Fetching symbol history for TRMK...
[2025-12-15T20:36:17.993089] [DEBUG] [REMOTE    ] TRMK: Fetching historical data.
[2025-12-15T20:36:17.992668] [DEBUG] [LOCAL     ] Loaded configuration for ALHC: 4 features, N/A% accuracy
[2025-12-15T20:36:17.993167] [INFO ] [LOCAL     ] ALHC: Loaded 4 optimal features with 45.37% confidence from JSON config
[2025-12-15T20:36:17.993214] [DEBUG] [MAG       ] Building data for symbol: ALHC with lookback: 0
[2025-12-15T20:36:17.994057] [DEBUG] [MAG       ] GD: Last date is validated at 2025-12-15
[2025-12-15T20:36:17.994289] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-15T20:36:17.994367] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:18.000976] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-15T20:36:18.005729] [DEBUG] [REMOTE    ] TRMK: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:18.006845] [DEBUG] [LOCAL     ] Loaded configuration for TRMK: 3 features, N/A% accuracy
[2025-12-15T20:36:18.006899] [INFO ] [LOCAL     ] TRMK: Loaded 3 optimal features with 59.94% confidence from JSON config
[2025-12-15T20:36:18.006929] [DEBUG] [MAG       ] Building data for symbol: TRMK with lookback: 0
[2025-12-15T20:36:18.007715] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-15T20:36:18.007773] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-15T20:36:18.008469] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-15T20:36:18.012618] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-15T20:36:18.014960] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:18.048172] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-15T20:36:18.049274] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-15T20:36:18.050544] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:18.157454] [DEBUG] [MAG       ] GD: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:18.274049] [INFO ] [LOCAL     ] GD: Saved forecast.
[2025-12-15T20:36:18.274117] [INFO ] [main      ] GD: Signal=1 (Conf=90.0%), Magnitude=0.05% (Conf=61.7785%)
[2025-12-15T20:36:18.274460] [INFO ] [main      ] Fetching symbol history for VCRB...
[2025-12-15T20:36:18.274510] [DEBUG] [REMOTE    ] VCRB: Fetching historical data.
[2025-12-15T20:36:18.274656] [INFO ] [main      ] Progress: 278/429 forecasts completed (64.8%). GD finished in 0.6s. ETA: 25.6s. Rate: 354.49 forecasts/min
[2025-12-15T20:36:18.285717] [DEBUG] [REMOTE    ] VCRB: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:18.286765] [DEBUG] [LOCAL     ] Loaded configuration for VCRB: 4 features, N/A% accuracy
[2025-12-15T20:36:18.286818] [INFO ] [LOCAL     ] VCRB: Loaded 4 optimal features with 61.50% confidence from JSON config
[2025-12-15T20:36:18.286848] [DEBUG] [MAG       ] Building data for symbol: VCRB with lookback: 0
[2025-12-15T20:36:18.287669] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-15T20:36:18.287786] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:18.292467] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-15T20:36:18.293284] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-15T20:36:18.293892] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-15T20:36:18.295460] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:18.316146] [DEBUG] [MAG       ] NVTS: Last date is validated at 2025-12-15
[2025-12-15T20:36:18.356862] [DEBUG] [MAG       ] TRMK: Last date is validated at 2025-12-15
[2025-12-15T20:36:18.398502] [DEBUG] [MAG       ] ALHC: Last date is validated at 2025-12-15
[2025-12-15T20:36:18.485123] [DEBUG] [MAG       ] NVTS: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:18.524263] [DEBUG] [MAG       ] TRMK: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:18.570075] [INFO ] [LOCAL     ] NVTS: Saved forecast.
[2025-12-15T20:36:18.570149] [INFO ] [main      ] NVTS: Signal=1 (Conf=90.0%), Magnitude=-15.70% (Conf=53.5025%)
[2025-12-15T20:36:18.570499] [INFO ] [main      ] Fetching symbol history for BSMP...
[2025-12-15T20:36:18.570547] [DEBUG] [REMOTE    ] BSMP: Fetching historical data.
[2025-12-15T20:36:18.570531] [INFO ] [main      ] Progress: 279/429 forecasts completed (65.0%). NVTS finished in 0.7s. ETA: 25.5s. Rate: 353.54 forecasts/min
[2025-12-15T20:36:18.570554] [DEBUG] [MAG       ] ALHC: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:18.581647] [DEBUG] [REMOTE    ] BSMP: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:18.583243] [DEBUG] [LOCAL     ] Loaded configuration for BSMP: 53 features, N/A% accuracy
[2025-12-15T20:36:18.583301] [INFO ] [LOCAL     ] BSMP: Loaded 53 optimal features with 13.53% confidence from JSON config
[2025-12-15T20:36:18.583332] [DEBUG] [MAG       ] Building data for symbol: BSMP with lookback: 0
[2025-12-15T20:36:18.584153] [DEBUG] [FEATURES  ] DataBuilder: Executing 53 feature methods.
[2025-12-15T20:36:18.584253] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:18.589180] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:18.591103] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:36:18.591648] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:36:18.592104] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:36:18.592520] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-15T20:36:18.593281] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-15T20:36:18.594124] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-15T20:36:18.596653] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-15T20:36:18.602297] [INFO ] [LOCAL     ] TRMK: Saved forecast.
[2025-12-15T20:36:18.602362] [INFO ] [main      ] TRMK: Signal=1 (Conf=90.0%), Magnitude=-0.48% (Conf=59.9373%)
[2025-12-15T20:36:18.602520] [INFO ] [main      ] Fetching symbol history for MODG...
[2025-12-15T20:36:18.602562] [DEBUG] [REMOTE    ] MODG: Fetching historical data.
[2025-12-15T20:36:18.603610] [INFO ] [main      ] Progress: 280/429 forecasts completed (65.3%). TRMK finished in 0.6s. ETA: 25.2s. Rate: 354.56 forecasts/min
[2025-12-15T20:36:18.614177] [DEBUG] [REMOTE    ] MODG: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:18.615138] [DEBUG] [LOCAL     ] Loaded configuration for MODG: 5 features, N/A% accuracy
[2025-12-15T20:36:18.615188] [INFO ] [LOCAL     ] MODG: Loaded 5 optimal features with 62.54% confidence from JSON config
[2025-12-15T20:36:18.615219] [DEBUG] [MAG       ] Building data for symbol: MODG with lookback: 0
[2025-12-15T20:36:18.616009] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-15T20:36:18.616070] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:18.617744] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:36:18.618255] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:36:18.618666] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-15T20:36:18.638136] [DEBUG] [MAG       ] VCRB: Last date is validated at 2025-12-15
[2025-12-15T20:36:18.648294] [INFO ] [LOCAL     ] ALHC: Saved forecast.
[2025-12-15T20:36:18.648359] [INFO ] [main      ] ALHC: Signal=1 (Conf=90.0%), Magnitude=0.17% (Conf=45.3705%)
[2025-12-15T20:36:18.648709] [INFO ] [main      ] Fetching symbol history for METCB...
[2025-12-15T20:36:18.648759] [DEBUG] [REMOTE    ] METCB: Fetching historical data.
[2025-12-15T20:36:18.649669] [INFO ] [main      ] Progress: 281/429 forecasts completed (65.5%). ALHC finished in 0.7s. ETA: 25.0s. Rate: 355.48 forecasts/min
[2025-12-15T20:36:18.660224] [DEBUG] [REMOTE    ] METCB: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:18.661159] [DEBUG] [LOCAL     ] Loaded configuration for METCB: 2 features, N/A% accuracy
[2025-12-15T20:36:18.661218] [INFO ] [LOCAL     ] METCB: Loaded 2 optimal features with 57.41% confidence from JSON config
[2025-12-15T20:36:18.661248] [DEBUG] [MAG       ] Building data for symbol: METCB with lookback: 0
[2025-12-15T20:36:18.662026] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-15T20:36:18.662083] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-15T20:36:18.662796] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-15T20:36:18.663491] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:18.667990] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-15T20:36:18.670934] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:18.720941] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-15T20:36:18.723112] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-15T20:36:18.766358] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-15T20:36:18.767642] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-15T20:36:18.805965] [DEBUG] [MAG       ] VCRB: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:18.820758] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-15T20:36:18.821897] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-15T20:36:18.823355] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-15T20:36:18.871841] [INFO ] [LOCAL     ] VCRB: Saved forecast.
[2025-12-15T20:36:18.871908] [INFO ] [main      ] VCRB: Signal=1 (Conf=90.0%), Magnitude=0.08% (Conf=61.5047%)
[2025-12-15T20:36:18.872066] [INFO ] [main      ] Fetching symbol history for WOOD...
[2025-12-15T20:36:18.872109] [DEBUG] [REMOTE    ] WOOD: Fetching historical data.
[2025-12-15T20:36:18.872935] [INFO ] [main      ] Progress: 282/429 forecasts completed (65.7%). VCRB finished in 0.6s. ETA: 24.8s. Rate: 355.07 forecasts/min
[2025-12-15T20:36:18.884166] [DEBUG] [REMOTE    ] WOOD: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:18.885219] [DEBUG] [LOCAL     ] Loaded configuration for WOOD: 10 features, N/A% accuracy
[2025-12-15T20:36:18.885273] [INFO ] [LOCAL     ] WOOD: Loaded 10 optimal features with 55.00% confidence from JSON config
[2025-12-15T20:36:18.885306] [DEBUG] [MAG       ] Building data for symbol: WOOD with lookback: 0
[2025-12-15T20:36:18.886125] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-15T20:36:18.886192] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-15T20:36:18.887879] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-15T20:36:18.890393] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-15T20:36:18.905475] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:18.907236] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:36:18.908232] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-15T20:36:18.909326] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-15T20:36:18.909632] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-15T20:36:18.910546] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-15T20:36:18.911013] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-15T20:36:18.912145] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-15T20:36:18.912535] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-15T20:36:18.912862] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-15T20:36:18.914369] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:18.915509] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-15T20:36:18.916744] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-15T20:36:18.918940] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-15T20:36:18.919904] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-15T20:36:18.924711] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-15T20:36:18.925948] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-15T20:36:18.927565] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-15T20:36:18.929194] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-15T20:36:18.932351] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-15T20:36:18.933080] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-15T20:36:18.933829] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-15T20:36:18.935931] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-15T20:36:18.937024] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-15T20:36:18.937789] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-15T20:36:18.938596] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-12-15T20:36:18.939372] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-15T20:36:18.942456] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-15T20:36:18.944229] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-15T20:36:18.946743] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-15T20:36:18.952783] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-15T20:36:18.957281] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-15T20:36:18.976684] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-15T20:36:18.977938] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-15T20:36:18.979712] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-15T20:36:18.980499] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-15T20:36:18.982199] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-15T20:36:18.983928] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-15T20:36:18.985075] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-15T20:36:18.986426] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-15T20:36:18.987795] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-15T20:36:18.990070] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-15T20:36:18.991709] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-15T20:36:18.994742] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-15T20:36:18.996684] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-15T20:36:19.000387] [DEBUG] [MAG       ] METCB: Last date is validated at 2025-12-15
[2025-12-15T20:36:19.002619] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:19.019439] [DEBUG] [MAG       ] MODG: Last date is validated at 2025-12-15
[2025-12-15T20:36:19.185344] [DEBUG] [MAG       ] MODG: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:19.193346] [DEBUG] [MAG       ] METCB: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:19.254292] [INFO ] [LOCAL     ] MODG: Saved forecast.
[2025-12-15T20:36:19.254359] [INFO ] [main      ] MODG: Signal=1 (Conf=90.0%), Magnitude=0.67% (Conf=62.5386%)
[2025-12-15T20:36:19.254715] [INFO ] [main      ] Fetching symbol history for PAYO...
[2025-12-15T20:36:19.254765] [DEBUG] [REMOTE    ] PAYO: Fetching historical data.
[2025-12-15T20:36:19.254755] [INFO ] [main      ] Progress: 283/429 forecasts completed (66.0%). MODG finished in 0.7s. ETA: 24.8s. Rate: 353.50 forecasts/min
[2025-12-15T20:36:19.257179] [DEBUG] [MAG       ] WOOD: Last date is validated at 2025-12-15
[2025-12-15T20:36:19.266488] [DEBUG] [REMOTE    ] PAYO: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:19.267267] [DEBUG] [LOCAL     ] Loaded configuration for PAYO: 5 features, N/A% accuracy
[2025-12-15T20:36:19.267656] [INFO ] [LOCAL     ] PAYO: Loaded 5 optimal features with 67.12% confidence from JSON config
[2025-12-15T20:36:19.267701] [DEBUG] [MAG       ] Building data for symbol: PAYO with lookback: 0
[2025-12-15T20:36:19.267686] [INFO ] [LOCAL     ] METCB: Saved forecast.
[2025-12-15T20:36:19.267750] [INFO ] [main      ] METCB: Signal=1 (Conf=90.0%), Magnitude=3.70% (Conf=57.4076%)
[2025-12-15T20:36:19.267908] [INFO ] [main      ] Fetching symbol history for MNY...
[2025-12-15T20:36:19.267950] [DEBUG] [REMOTE    ] MNY: Fetching historical data.
[2025-12-15T20:36:19.268471] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-15T20:36:19.268532] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:19.268936] [INFO ] [main      ] Progress: 284/429 forecasts completed (66.2%). METCB finished in 0.6s. ETA: 24.5s. Rate: 354.64 forecasts/min
[2025-12-15T20:36:19.270257] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:36:19.270809] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:36:19.271199] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-15T20:36:19.272490] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-15T20:36:19.273182] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:19.280361] [DEBUG] [REMOTE    ] MNY: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:19.281119] [DEBUG] [LOCAL     ] Loaded configuration for MNY: 1 features, N/A% accuracy
[2025-12-15T20:36:19.281168] [INFO ] [LOCAL     ] MNY: Loaded 1 optimal features with 47.23% confidence from JSON config
[2025-12-15T20:36:19.281199] [DEBUG] [MAG       ] Building data for symbol: MNY with lookback: 0
[2025-12-15T20:36:19.281988] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-15T20:36:19.282045] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:19.286821] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:19.367452] [DEBUG] [MAG       ] BSMP: Last date is validated at 2025-12-15
[2025-12-15T20:36:19.426855] [DEBUG] [MAG       ] WOOD: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:19.540197] [DEBUG] [MAG       ] BSMP: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:19.607869] [DEBUG] [MAG       ] PAYO: Last date is validated at 2025-12-15
[2025-12-15T20:36:19.625164] [DEBUG] [MAG       ] MNY: Last date is validated at 2025-12-15
[2025-12-15T20:36:19.635261] [INFO ] [LOCAL     ] WOOD: Saved forecast.
[2025-12-15T20:36:19.635337] [INFO ] [main      ] WOOD: Signal=1 (Conf=90.0%), Magnitude=0.06% (Conf=54.9979%)
[2025-12-15T20:36:19.635726] [INFO ] [main      ] Fetching symbol history for UNMA...
[2025-12-15T20:36:19.635781] [DEBUG] [REMOTE    ] UNMA: Fetching historical data.
[2025-12-15T20:36:19.636658] [INFO ] [main      ] Progress: 285/429 forecasts completed (66.4%). WOOD finished in 0.8s. ETA: 24.5s. Rate: 353.19 forecasts/min
[2025-12-15T20:36:19.648612] [DEBUG] [REMOTE    ] UNMA: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:19.649491] [DEBUG] [LOCAL     ] Loaded configuration for UNMA: 6 features, N/A% accuracy
[2025-12-15T20:36:19.649544] [INFO ] [LOCAL     ] UNMA: Loaded 6 optimal features with 64.70% confidence from JSON config
[2025-12-15T20:36:19.649604] [DEBUG] [MAG       ] Building data for symbol: UNMA with lookback: 0
[2025-12-15T20:36:19.650425] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-15T20:36:19.650486] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:19.652260] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:36:19.652787] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:36:19.653225] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-15T20:36:19.654634] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-15T20:36:19.656711] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-15T20:36:19.659052] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:19.777062] [DEBUG] [MAG       ] PAYO: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:19.796857] [DEBUG] [MAG       ] MNY: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:19.807116] [INFO ] [LOCAL     ] BSMP: Saved forecast.
[2025-12-15T20:36:19.807193] [INFO ] [main      ] BSMP: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=13.5335%)
[2025-12-15T20:36:19.807546] [INFO ] [main      ] Fetching symbol history for GIS...
[2025-12-15T20:36:19.807613] [DEBUG] [REMOTE    ] GIS: Fetching historical data.
[2025-12-15T20:36:19.808542] [INFO ] [main      ] Progress: 286/429 forecasts completed (66.7%). BSMP finished in 1.2s. ETA: 24.3s. Rate: 353.17 forecasts/min
[2025-12-15T20:36:19.819823] [DEBUG] [REMOTE    ] GIS: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:19.820926] [DEBUG] [LOCAL     ] Loaded configuration for GIS: 0 features, N/A% accuracy
[2025-12-15T20:36:19.820980] [INFO ] [LOCAL     ] GIS: Loaded 0 optimal features with 54.47% confidence from JSON config
[2025-12-15T20:36:19.821013] [DEBUG] [MAG       ] Building data for symbol: GIS with lookback: 0
[2025-12-15T20:36:19.821902] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-15T20:36:19.842875] [INFO ] [LOCAL     ] PAYO: Saved forecast.
[2025-12-15T20:36:19.842953] [INFO ] [main      ] PAYO: Signal=1 (Conf=90.0%), Magnitude=-4.16% (Conf=67.1164%)
[2025-12-15T20:36:19.843126] [INFO ] [main      ] Fetching symbol history for SWZ...
[2025-12-15T20:36:19.843178] [DEBUG] [REMOTE    ] SWZ: Fetching historical data.
[2025-12-15T20:36:19.843910] [INFO ] [main      ] Progress: 287/429 forecasts completed (66.9%). PAYO finished in 0.6s. ETA: 24.1s. Rate: 354.15 forecasts/min
[2025-12-15T20:36:19.850323] [INFO ] [LOCAL     ] MNY: Saved forecast.
[2025-12-15T20:36:19.850394] [INFO ] [main      ] MNY: Signal=1 (Conf=90.0%), Magnitude=2.21% (Conf=47.227%)
[2025-12-15T20:36:19.850558] [INFO ] [main      ] Fetching symbol history for DBRG...
[2025-12-15T20:36:19.850635] [DEBUG] [REMOTE    ] DBRG: Fetching historical data.
[2025-12-15T20:36:19.850741] [INFO ] [main      ] Progress: 288/429 forecasts completed (67.1%). MNY finished in 0.6s. ETA: 23.8s. Rate: 355.34 forecasts/min
[2025-12-15T20:36:19.855163] [DEBUG] [REMOTE    ] SWZ: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:19.856956] [DEBUG] [LOCAL     ] Loaded configuration for SWZ: 13 features, N/A% accuracy
[2025-12-15T20:36:19.857025] [INFO ] [LOCAL     ] SWZ: Loaded 13 optimal features with 44.54% confidence from JSON config
[2025-12-15T20:36:19.857079] [DEBUG] [MAG       ] Building data for symbol: SWZ with lookback: 0
[2025-12-15T20:36:19.858046] [DEBUG] [FEATURES  ] DataBuilder: Executing 13 feature methods.
[2025-12-15T20:36:19.858134] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:19.863331] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:19.864079] [DEBUG] [REMOTE    ] DBRG: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:19.864829] [DEBUG] [LOCAL     ] Loaded configuration for DBRG: 4 features, N/A% accuracy
[2025-12-15T20:36:19.864882] [INFO ] [LOCAL     ] DBRG: Loaded 4 optimal features with 56.62% confidence from JSON config
[2025-12-15T20:36:19.864913] [DEBUG] [MAG       ] Building data for symbol: DBRG with lookback: 0
[2025-12-15T20:36:19.865275] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:36:19.865738] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-15T20:36:19.865799] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-15T20:36:19.865783] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:36:19.866173] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-15T20:36:19.884531] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-15T20:36:19.885890] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:36:19.886421] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-15T20:36:19.888231] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-15T20:36:19.889376] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-15T20:36:19.890123] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-15T20:36:19.891743] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-15T20:36:19.893099] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-15T20:36:19.895349] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:19.905697] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-15T20:36:19.983752] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-15T20:36:19.986132] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-15T20:36:19.992090] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:20.002093] [DEBUG] [MAG       ] UNMA: Last date is validated at 2025-12-15
[2025-12-15T20:36:20.152907] [DEBUG] [MAG       ] GIS: Last date is validated at 2025-12-15
[2025-12-15T20:36:20.165707] [DEBUG] [MAG       ] UNMA: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:20.226531] [INFO ] [LOCAL     ] UNMA: Saved forecast.
[2025-12-15T20:36:20.226615] [INFO ] [main      ] UNMA: Signal=1 (Conf=90.0%), Magnitude=0.25% (Conf=64.7029%)
[2025-12-15T20:36:20.226775] [INFO ] [main      ] Fetching symbol history for VTS...
[2025-12-15T20:36:20.226817] [DEBUG] [REMOTE    ] VTS: Fetching historical data.
[2025-12-15T20:36:20.227925] [INFO ] [main      ] Progress: 289/429 forecasts completed (67.4%). UNMA finished in 0.6s. ETA: 23.7s. Rate: 353.83 forecasts/min
[2025-12-15T20:36:20.238856] [DEBUG] [REMOTE    ] VTS: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:20.239798] [DEBUG] [LOCAL     ] Loaded configuration for VTS: 4 features, N/A% accuracy
[2025-12-15T20:36:20.239849] [INFO ] [LOCAL     ] VTS: Loaded 4 optimal features with 64.63% confidence from JSON config
[2025-12-15T20:36:20.239879] [DEBUG] [MAG       ] Building data for symbol: VTS with lookback: 0
[2025-12-15T20:36:20.240675] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-15T20:36:20.240734] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:20.245429] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:20.246053] [DEBUG] [MAG       ] SWZ: Last date is validated at 2025-12-15
[2025-12-15T20:36:20.247187] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:36:20.247673] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:36:20.248050] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:20.318619] [DEBUG] [MAG       ] GIS: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:20.341997] [DEBUG] [MAG       ] DBRG: Last date is validated at 2025-12-15
[2025-12-15T20:36:20.401139] [INFO ] [LOCAL     ] GIS: Saved forecast.
[2025-12-15T20:36:20.401213] [INFO ] [main      ] GIS: Signal=1 (Conf=90.0%), Magnitude=0.75% (Conf=54.4664%)
[2025-12-15T20:36:20.401566] [INFO ] [main      ] Progress: 290/429 forecasts completed (67.6%). GIS finished in 0.6s. ETA: 23.6s. Rate: 353.80 forecasts/min
[2025-12-15T20:36:20.401707] [INFO ] [main      ] Fetching symbol history for OLPX...
[2025-12-15T20:36:20.401749] [DEBUG] [REMOTE    ] OLPX: Fetching historical data.
[2025-12-15T20:36:20.413376] [DEBUG] [REMOTE    ] OLPX: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:20.414374] [DEBUG] [LOCAL     ] Loaded configuration for OLPX: 14 features, N/A% accuracy
[2025-12-15T20:36:20.414430] [INFO ] [LOCAL     ] OLPX: Loaded 14 optimal features with 36.61% confidence from JSON config
[2025-12-15T20:36:20.414461] [DEBUG] [MAG       ] Building data for symbol: OLPX with lookback: 0
[2025-12-15T20:36:20.415136] [DEBUG] [MAG       ] SWZ: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:20.415238] [DEBUG] [FEATURES  ] DataBuilder: Executing 14 feature methods.
[2025-12-15T20:36:20.415305] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:20.419985] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:20.421734] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:36:20.422213] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-15T20:36:20.423086] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-15T20:36:20.425374] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-15T20:36:20.427911] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-15T20:36:20.428606] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-15T20:36:20.430553] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-15T20:36:20.432940] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-15T20:36:20.434358] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-15T20:36:20.435485] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-15T20:36:20.437515] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-15T20:36:20.438943] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-15T20:36:20.444554] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:20.507442] [DEBUG] [MAG       ] DBRG: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:20.555821] [INFO ] [LOCAL     ] SWZ: Saved forecast.
[2025-12-15T20:36:20.555889] [INFO ] [main      ] SWZ: Signal=1 (Conf=90.0%), Magnitude=-0.12% (Conf=44.5386%)
[2025-12-15T20:36:20.556082] [INFO ] [main      ] Fetching symbol history for S...
[2025-12-15T20:36:20.556131] [DEBUG] [REMOTE    ] S: Fetching historical data.
[2025-12-15T20:36:20.556934] [INFO ] [main      ] Progress: 291/429 forecasts completed (67.8%). SWZ finished in 0.7s. ETA: 23.4s. Rate: 353.90 forecasts/min
[2025-12-15T20:36:20.569094] [DEBUG] [REMOTE    ] S: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:20.570108] [DEBUG] [LOCAL     ] Loaded configuration for S: 6 features, N/A% accuracy
[2025-12-15T20:36:20.570170] [INFO ] [LOCAL     ] S: Loaded 6 optimal features with 63.38% confidence from JSON config
[2025-12-15T20:36:20.570203] [DEBUG] [MAG       ] Building data for symbol: S with lookback: 0
[2025-12-15T20:36:20.571013] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-15T20:36:20.571083] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:20.575982] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:20.577838] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:36:20.578351] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:36:20.578825] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:36:20.579294] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-15T20:36:20.580331] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:20.581875] [INFO ] [LOCAL     ] DBRG: Saved forecast.
[2025-12-15T20:36:20.581943] [INFO ] [main      ] DBRG: Signal=1 (Conf=90.0%), Magnitude=0.20% (Conf=56.6191%)
[2025-12-15T20:36:20.582112] [INFO ] [main      ] Fetching symbol history for IBB...
[2025-12-15T20:36:20.582156] [DEBUG] [REMOTE    ] IBB: Fetching historical data.
[2025-12-15T20:36:20.583620] [INFO ] [main      ] Progress: 292/429 forecasts completed (68.1%). DBRG finished in 0.7s. ETA: 23.2s. Rate: 354.92 forecasts/min
[2025-12-15T20:36:20.584637] [DEBUG] [MAG       ] VTS: Last date is validated at 2025-12-15
[2025-12-15T20:36:20.593968] [DEBUG] [REMOTE    ] IBB: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:20.594863] [DEBUG] [LOCAL     ] Loaded configuration for IBB: 4 features, N/A% accuracy
[2025-12-15T20:36:20.594914] [INFO ] [LOCAL     ] IBB: Loaded 4 optimal features with 57.58% confidence from JSON config
[2025-12-15T20:36:20.594945] [DEBUG] [MAG       ] Building data for symbol: IBB with lookback: 0
[2025-12-15T20:36:20.595751] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-15T20:36:20.595810] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:20.597473] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:36:20.597989] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:36:20.598401] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-15T20:36:20.599374] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:20.750211] [DEBUG] [MAG       ] VTS: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:20.773741] [DEBUG] [MAG       ] OLPX: Last date is validated at 2025-12-15
[2025-12-15T20:36:20.822210] [INFO ] [LOCAL     ] VTS: Saved forecast.
[2025-12-15T20:36:20.822276] [INFO ] [main      ] VTS: Signal=1 (Conf=90.0%), Magnitude=-6.25% (Conf=64.626%)
[2025-12-15T20:36:20.822661] [INFO ] [main      ] Fetching symbol history for ZBH...
[2025-12-15T20:36:20.822712] [DEBUG] [REMOTE    ] ZBH: Fetching historical data.
[2025-12-15T20:36:20.823647] [INFO ] [main      ] Progress: 293/429 forecasts completed (68.3%). VTS finished in 0.6s. ETA: 23.0s. Rate: 354.41 forecasts/min
[2025-12-15T20:36:20.834361] [DEBUG] [REMOTE    ] ZBH: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:20.835372] [DEBUG] [LOCAL     ] Loaded configuration for ZBH: 7 features, N/A% accuracy
[2025-12-15T20:36:20.835426] [INFO ] [LOCAL     ] ZBH: Loaded 7 optimal features with 50.26% confidence from JSON config
[2025-12-15T20:36:20.835457] [DEBUG] [MAG       ] Building data for symbol: ZBH with lookback: 0
[2025-12-15T20:36:20.836259] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-15T20:36:20.836331] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:20.838048] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:36:20.838567] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:36:20.839059] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:36:20.839460] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-15T20:36:20.916315] [DEBUG] [MAG       ] S: Last date is validated at 2025-12-15
[2025-12-15T20:36:20.931979] [DEBUG] [MAG       ] IBB: Last date is validated at 2025-12-15
[2025-12-15T20:36:20.939070] [DEBUG] [MAG       ] OLPX: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:20.951383] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-15T20:36:20.952624] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-15T20:36:20.954294] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:21.083392] [DEBUG] [MAG       ] S: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:21.092027] [INFO ] [LOCAL     ] OLPX: Saved forecast.
[2025-12-15T20:36:21.092097] [INFO ] [main      ] OLPX: Signal=1 (Conf=90.0%), Magnitude=-5.62% (Conf=36.6112%)
[2025-12-15T20:36:21.092410] [INFO ] [main      ] Fetching symbol history for CBUS...
[2025-12-15T20:36:21.092459] [DEBUG] [REMOTE    ] CBUS: Fetching historical data.
[2025-12-15T20:36:21.093291] [INFO ] [main      ] Progress: 294/429 forecasts completed (68.5%). OLPX finished in 0.7s. ETA: 22.9s. Rate: 353.70 forecasts/min
[2025-12-15T20:36:21.097693] [DEBUG] [MAG       ] IBB: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:21.103939] [DEBUG] [REMOTE    ] CBUS: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:21.104850] [DEBUG] [LOCAL     ] Loaded configuration for CBUS: 9 features, N/A% accuracy
[2025-12-15T20:36:21.104915] [INFO ] [LOCAL     ] CBUS: Loaded 9 optimal features with 60.51% confidence from JSON config
[2025-12-15T20:36:21.104946] [DEBUG] [MAG       ] Building data for symbol: CBUS with lookback: 0
[2025-12-15T20:36:21.105732] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-15T20:36:21.105794] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:21.110508] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:21.112252] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:36:21.112744] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:36:21.113138] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-15T20:36:21.115416] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-15T20:36:21.117002] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-15T20:36:21.118726] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-15T20:36:21.122745] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-15T20:36:21.124018] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:21.161964] [INFO ] [LOCAL     ] S: Saved forecast.
[2025-12-15T20:36:21.162030] [INFO ] [main      ] S: Signal=1 (Conf=90.0%), Magnitude=1.73% (Conf=63.3835%)
[2025-12-15T20:36:21.162195] [INFO ] [main      ] Fetching symbol history for EZGO...
[2025-12-15T20:36:21.162241] [DEBUG] [REMOTE    ] EZGO: Fetching historical data.
[2025-12-15T20:36:21.163693] [INFO ] [main      ] Progress: 295/429 forecasts completed (68.8%). S finished in 0.6s. ETA: 22.7s. Rate: 354.40 forecasts/min
[2025-12-15T20:36:21.174412] [DEBUG] [REMOTE    ] EZGO: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:21.175454] [DEBUG] [LOCAL     ] Loaded configuration for EZGO: 8 features, N/A% accuracy
[2025-12-15T20:36:21.175510] [INFO ] [LOCAL     ] EZGO: Loaded 8 optimal features with 60.79% confidence from JSON config
[2025-12-15T20:36:21.175540] [DEBUG] [MAG       ] Building data for symbol: EZGO with lookback: 0
[2025-12-15T20:36:21.176335] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-15T20:36:21.176396] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:21.178074] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:36:21.178596] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:36:21.178985] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-15T20:36:21.179918] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-15T20:36:21.182269] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-15T20:36:21.183235] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-15T20:36:21.184344] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-15T20:36:21.185415] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:21.196650] [INFO ] [LOCAL     ] IBB: Saved forecast.
[2025-12-15T20:36:21.196717] [INFO ] [main      ] IBB: Signal=1 (Conf=90.0%), Magnitude=-0.47% (Conf=57.5771%)
[2025-12-15T20:36:21.197064] [INFO ] [main      ] Fetching symbol history for ARDX...
[2025-12-15T20:36:21.197114] [DEBUG] [REMOTE    ] ARDX: Fetching historical data.
[2025-12-15T20:36:21.197647] [INFO ] [main      ] Progress: 296/429 forecasts completed (69.0%). IBB finished in 0.6s. ETA: 22.5s. Rate: 355.36 forecasts/min
[2025-12-15T20:36:21.209294] [DEBUG] [REMOTE    ] ARDX: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:21.211644] [DEBUG] [LOCAL     ] Loaded configuration for ARDX: 6 features, N/A% accuracy
[2025-12-15T20:36:21.211700] [INFO ] [LOCAL     ] ARDX: Loaded 6 optimal features with 52.98% confidence from JSON config
[2025-12-15T20:36:21.211731] [DEBUG] [MAG       ] Building data for symbol: ARDX with lookback: 0
[2025-12-15T20:36:21.212845] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-15T20:36:21.212907] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:21.217609] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:21.219370] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:36:21.219851] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:36:21.220224] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-15T20:36:21.221114] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-15T20:36:21.222130] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:21.348372] [DEBUG] [MAG       ] ZBH: Last date is validated at 2025-12-15
[2025-12-15T20:36:21.515216] [DEBUG] [MAG       ] ZBH: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:21.516677] [DEBUG] [MAG       ] CBUS: Last date is validated at 2025-12-15
[2025-12-15T20:36:21.519116] [DEBUG] [MAG       ] EZGO: Last date is validated at 2025-12-15
[2025-12-15T20:36:21.568618] [DEBUG] [MAG       ] ARDX: Last date is validated at 2025-12-15
[2025-12-15T20:36:21.619227] [INFO ] [LOCAL     ] ZBH: Saved forecast.
[2025-12-15T20:36:21.619307] [INFO ] [main      ] ZBH: Signal=1 (Conf=90.0%), Magnitude=-1.71% (Conf=50.2566%)
[2025-12-15T20:36:21.619470] [INFO ] [main      ] Fetching symbol history for RCI...
[2025-12-15T20:36:21.619513] [DEBUG] [REMOTE    ] RCI: Fetching historical data.
[2025-12-15T20:36:21.620653] [INFO ] [main      ] Progress: 297/429 forecasts completed (69.2%). ZBH finished in 0.8s. ETA: 22.4s. Rate: 353.57 forecasts/min
[2025-12-15T20:36:21.631973] [DEBUG] [REMOTE    ] RCI: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:21.633064] [DEBUG] [LOCAL     ] Loaded configuration for RCI: 2 features, N/A% accuracy
[2025-12-15T20:36:21.633118] [INFO ] [LOCAL     ] RCI: Loaded 2 optimal features with 50.09% confidence from JSON config
[2025-12-15T20:36:21.633151] [DEBUG] [MAG       ] Building data for symbol: RCI with lookback: 0
[2025-12-15T20:36:21.633979] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-15T20:36:21.634038] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:21.639067] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-15T20:36:21.640477] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:21.683428] [DEBUG] [MAG       ] CBUS: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:21.684852] [DEBUG] [MAG       ] EZGO: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:21.737898] [DEBUG] [MAG       ] ARDX: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:21.750436] [INFO ] [LOCAL     ] CBUS: Saved forecast.
[2025-12-15T20:36:21.750508] [INFO ] [main      ] CBUS: Signal=1 (Conf=90.0%), Magnitude=-11.34% (Conf=60.5144%)
[2025-12-15T20:36:21.751327] [INFO ] [main      ] Fetching symbol history for SNN...
[2025-12-15T20:36:21.751380] [DEBUG] [REMOTE    ] SNN: Fetching historical data.
[2025-12-15T20:36:21.751357] [INFO ] [main      ] Progress: 298/429 forecasts completed (69.5%). CBUS finished in 0.7s. ETA: 22.2s. Rate: 353.84 forecasts/min
[2025-12-15T20:36:21.765727] [DEBUG] [REMOTE    ] SNN: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:21.766640] [DEBUG] [LOCAL     ] Loaded configuration for SNN: 7 features, N/A% accuracy
[2025-12-15T20:36:21.766693] [INFO ] [LOCAL     ] SNN: Loaded 7 optimal features with 38.70% confidence from JSON config
[2025-12-15T20:36:21.766726] [DEBUG] [MAG       ] Building data for symbol: SNN with lookback: 0
[2025-12-15T20:36:21.767493] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-15T20:36:21.767554] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:21.772569] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-15T20:36:21.772973] [INFO ] [LOCAL     ] EZGO: Saved forecast.
[2025-12-15T20:36:21.773036] [INFO ] [main      ] EZGO: Signal=1 (Conf=90.0%), Magnitude=7.61% (Conf=60.7904%)
[2025-12-15T20:36:21.773199] [INFO ] [main      ] Fetching symbol history for FTI...
[2025-12-15T20:36:21.773241] [DEBUG] [REMOTE    ] FTI: Fetching historical data.
[2025-12-15T20:36:21.773830] [INFO ] [main      ] Progress: 299/429 forecasts completed (69.7%). EZGO finished in 0.6s. ETA: 22.0s. Rate: 354.87 forecasts/min
[2025-12-15T20:36:21.785481] [DEBUG] [REMOTE    ] FTI: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:21.788661] [DEBUG] [LOCAL     ] Loaded configuration for FTI: 8 features, N/A% accuracy
[2025-12-15T20:36:21.788718] [INFO ] [LOCAL     ] FTI: Loaded 8 optimal features with 57.43% confidence from JSON config
[2025-12-15T20:36:21.788749] [DEBUG] [MAG       ] Building data for symbol: FTI with lookback: 0
[2025-12-15T20:36:21.789702] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-15T20:36:21.789764] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:21.796485] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:21.798474] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:36:21.798983] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:36:21.799409] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-15T20:36:21.800314] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-15T20:36:21.804445] [INFO ] [LOCAL     ] ARDX: Saved forecast.
[2025-12-15T20:36:21.804514] [INFO ] [main      ] ARDX: Signal=1 (Conf=90.0%), Magnitude=11.08% (Conf=52.9801%)
[2025-12-15T20:36:21.804886] [INFO ] [main      ] Progress: 300/429 forecasts completed (69.9%). ARDX finished in 0.6s. ETA: 21.8s. Rate: 355.84 forecasts/min
[2025-12-15T20:36:21.805014] [INFO ] [main      ] Fetching symbol history for DHX...
[2025-12-15T20:36:21.805057] [DEBUG] [REMOTE    ] DHX: Fetching historical data.
[2025-12-15T20:36:21.817712] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-15T20:36:21.818221] [DEBUG] [REMOTE    ] DHX: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:21.818787] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-15T20:36:21.819358] [DEBUG] [LOCAL     ] Loaded configuration for DHX: 6 features, N/A% accuracy
[2025-12-15T20:36:21.819412] [INFO ] [LOCAL     ] DHX: Loaded 6 optimal features with 44.36% confidence from JSON config
[2025-12-15T20:36:21.819442] [DEBUG] [MAG       ] Building data for symbol: DHX with lookback: 0
[2025-12-15T20:36:21.819458] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-15T20:36:21.820257] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-15T20:36:21.820319] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:21.821660] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-15T20:36:21.822397] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:36:21.822917] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-15T20:36:21.823641] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-15T20:36:21.824339] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:21.825566] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-15T20:36:21.828272] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-15T20:36:21.845388] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-15T20:36:21.848088] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:21.912789] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-15T20:36:21.914421] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-15T20:36:21.917384] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:21.982116] [DEBUG] [MAG       ] RCI: Last date is validated at 2025-12-15
[2025-12-15T20:36:22.159844] [DEBUG] [MAG       ] RCI: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:22.167174] [DEBUG] [MAG       ] SNN: Last date is validated at 2025-12-15
[2025-12-15T20:36:22.209081] [DEBUG] [MAG       ] DHX: Last date is validated at 2025-12-15
[2025-12-15T20:36:22.235272] [INFO ] [LOCAL     ] RCI: Saved forecast.
[2025-12-15T20:36:22.235345] [INFO ] [main      ] RCI: Signal=1 (Conf=90.0%), Magnitude=1.00% (Conf=50.0943%)
[2025-12-15T20:36:22.235742] [INFO ] [main      ] Fetching symbol history for AIG...
[2025-12-15T20:36:22.235794] [DEBUG] [REMOTE    ] AIG: Fetching historical data.
[2025-12-15T20:36:22.237141] [INFO ] [main      ] Progress: 301/429 forecasts completed (70.2%). RCI finished in 0.6s. ETA: 21.7s. Rate: 354.00 forecasts/min
[2025-12-15T20:36:22.249926] [DEBUG] [REMOTE    ] AIG: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:22.250829] [DEBUG] [LOCAL     ] Loaded configuration for AIG: 10 features, N/A% accuracy
[2025-12-15T20:36:22.250882] [INFO ] [LOCAL     ] AIG: Loaded 10 optimal features with 58.64% confidence from JSON config
[2025-12-15T20:36:22.250914] [DEBUG] [MAG       ] Building data for symbol: AIG with lookback: 0
[2025-12-15T20:36:22.251736] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-15T20:36:22.251802] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-15T20:36:22.254281] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-15T20:36:22.255519] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-15T20:36:22.264854] [DEBUG] [MAG       ] FTI: Last date is validated at 2025-12-15
[2025-12-15T20:36:22.339541] [DEBUG] [MAG       ] SNN: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:22.346066] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-15T20:36:22.352630] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-15T20:36:22.354361] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-15T20:36:22.357465] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:22.360015] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:36:22.360719] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-15T20:36:22.362326] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-15T20:36:22.365203] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:22.423662] [DEBUG] [MAG       ] DHX: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:22.457953] [DEBUG] [MAG       ] FTI: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:22.463982] [INFO ] [LOCAL     ] SNN: Saved forecast.
[2025-12-15T20:36:22.464080] [INFO ] [main      ] SNN: Signal=1 (Conf=90.0%), Magnitude=-4.85% (Conf=38.7013%)
[2025-12-15T20:36:22.464306] [INFO ] [main      ] Fetching symbol history for GAB...
[2025-12-15T20:36:22.464369] [DEBUG] [REMOTE    ] GAB: Fetching historical data.
[2025-12-15T20:36:22.464973] [INFO ] [main      ] Progress: 302/429 forecasts completed (70.4%). SNN finished in 0.7s. ETA: 21.5s. Rate: 353.60 forecasts/min
[2025-12-15T20:36:22.483242] [DEBUG] [REMOTE    ] GAB: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:22.484695] [DEBUG] [LOCAL     ] Loaded configuration for GAB: 4 features, N/A% accuracy
[2025-12-15T20:36:22.484779] [INFO ] [LOCAL     ] GAB: Loaded 4 optimal features with 35.76% confidence from JSON config
[2025-12-15T20:36:22.484824] [DEBUG] [MAG       ] Building data for symbol: GAB with lookback: 0
[2025-12-15T20:36:22.486160] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-15T20:36:22.486254] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-15T20:36:22.487510] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-15T20:36:22.497118] [INFO ] [LOCAL     ] DHX: Saved forecast.
[2025-12-15T20:36:22.497197] [INFO ] [main      ] DHX: Signal=1 (Conf=90.0%), Magnitude=6.73% (Conf=44.3582%)
[2025-12-15T20:36:22.497545] [INFO ] [main      ] Fetching symbol history for PSCE...
[2025-12-15T20:36:22.497623] [DEBUG] [REMOTE    ] PSCE: Fetching historical data.
[2025-12-15T20:36:22.498652] [INFO ] [main      ] Progress: 303/429 forecasts completed (70.6%). DHX finished in 0.7s. ETA: 21.3s. Rate: 354.54 forecasts/min
[2025-12-15T20:36:22.512666] [DEBUG] [REMOTE    ] PSCE: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:22.513743] [DEBUG] [LOCAL     ] Loaded configuration for PSCE: 4 features, N/A% accuracy
[2025-12-15T20:36:22.513812] [INFO ] [LOCAL     ] PSCE: Loaded 4 optimal features with 59.13% confidence from JSON config
[2025-12-15T20:36:22.513846] [DEBUG] [MAG       ] Building data for symbol: PSCE with lookback: 0
[2025-12-15T20:36:22.514906] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-15T20:36:22.514970] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:22.516987] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:36:22.517611] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:36:22.518038] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-15T20:36:22.519643] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:22.565726] [INFO ] [LOCAL     ] FTI: Saved forecast.
[2025-12-15T20:36:22.565799] [INFO ] [main      ] FTI: Signal=1 (Conf=90.0%), Magnitude=-0.46% (Conf=57.4262%)
[2025-12-15T20:36:22.566003] [INFO ] [main      ] Fetching symbol history for NNI...
[2025-12-15T20:36:22.566069] [DEBUG] [REMOTE    ] NNI: Fetching historical data.
[2025-12-15T20:36:22.566964] [INFO ] [main      ] Progress: 304/429 forecasts completed (70.9%). FTI finished in 0.8s. ETA: 21.1s. Rate: 355.23 forecasts/min
[2025-12-15T20:36:22.581457] [DEBUG] [REMOTE    ] NNI: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:22.582692] [DEBUG] [LOCAL     ] Loaded configuration for NNI: 7 features, N/A% accuracy
[2025-12-15T20:36:22.582777] [INFO ] [LOCAL     ] NNI: Loaded 7 optimal features with 59.32% confidence from JSON config
[2025-12-15T20:36:22.582818] [DEBUG] [MAG       ] Building data for symbol: NNI with lookback: 0
[2025-12-15T20:36:22.584033] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-15T20:36:22.584114] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:22.590529] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:22.593198] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:36:22.593908] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:36:22.594481] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:36:22.595032] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-15T20:36:22.596400] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-15T20:36:22.597086] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:22.657496] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-15T20:36:22.660880] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-15T20:36:22.662877] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:22.855180] [DEBUG] [MAG       ] AIG: Last date is validated at 2025-12-15
[2025-12-15T20:36:22.985157] [DEBUG] [MAG       ] PSCE: Last date is validated at 2025-12-15
[2025-12-15T20:36:23.049030] [DEBUG] [MAG       ] NNI: Last date is validated at 2025-12-15
[2025-12-15T20:36:23.097829] [DEBUG] [MAG       ] AIG: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:23.163875] [DEBUG] [MAG       ] GAB: Last date is validated at 2025-12-15
[2025-12-15T20:36:23.214854] [DEBUG] [MAG       ] PSCE: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:23.240721] [INFO ] [LOCAL     ] AIG: Saved forecast.
[2025-12-15T20:36:23.240822] [INFO ] [main      ] AIG: Signal=1 (Conf=90.0%), Magnitude=0.33% (Conf=58.6358%)
[2025-12-15T20:36:23.241312] [INFO ] [main      ] Fetching symbol history for MEI...
[2025-12-15T20:36:23.241384] [DEBUG] [REMOTE    ] MEI: Fetching historical data.
[2025-12-15T20:36:23.241686] [INFO ] [main      ] Progress: 305/429 forecasts completed (71.1%). AIG finished in 1.0s. ETA: 21.1s. Rate: 351.78 forecasts/min
[2025-12-15T20:36:23.260852] [DEBUG] [REMOTE    ] MEI: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:23.262909] [DEBUG] [LOCAL     ] Loaded configuration for MEI: 5 features, N/A% accuracy
[2025-12-15T20:36:23.262988] [INFO ] [LOCAL     ] MEI: Loaded 5 optimal features with 64.79% confidence from JSON config
[2025-12-15T20:36:23.263033] [DEBUG] [MAG       ] Building data for symbol: MEI with lookback: 0
[2025-12-15T20:36:23.264267] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-15T20:36:23.264345] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-15T20:36:23.266925] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:23.269714] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:36:23.270454] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-15T20:36:23.272116] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-15T20:36:23.275080] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:23.300138] [DEBUG] [MAG       ] NNI: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:23.323165] [INFO ] [LOCAL     ] PSCE: Saved forecast.
[2025-12-15T20:36:23.323238] [INFO ] [main      ] PSCE: Signal=1 (Conf=90.0%), Magnitude=-1.76% (Conf=59.1306%)
[2025-12-15T20:36:23.323412] [INFO ] [main      ] Fetching symbol history for NVDL...
[2025-12-15T20:36:23.323457] [DEBUG] [REMOTE    ] NVDL: Fetching historical data.
[2025-12-15T20:36:23.324835] [INFO ] [main      ] Progress: 306/429 forecasts completed (71.3%). PSCE finished in 0.8s. ETA: 20.9s. Rate: 352.37 forecasts/min
[2025-12-15T20:36:23.341518] [DEBUG] [REMOTE    ] NVDL: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:23.343160] [DEBUG] [LOCAL     ] Loaded configuration for NVDL: 11 features, N/A% accuracy
[2025-12-15T20:36:23.343227] [INFO ] [LOCAL     ] NVDL: Loaded 11 optimal features with 55.66% confidence from JSON config
[2025-12-15T20:36:23.343261] [DEBUG] [MAG       ] Building data for symbol: NVDL with lookback: 0
[2025-12-15T20:36:23.344209] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-12-15T20:36:23.344280] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:23.349409] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:23.351435] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:36:23.351982] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:36:23.352421] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-15T20:36:23.427239] [INFO ] [LOCAL     ] NNI: Saved forecast.
[2025-12-15T20:36:23.427344] [INFO ] [main      ] NNI: Signal=1 (Conf=90.0%), Magnitude=0.32% (Conf=59.3173%)
[2025-12-15T20:36:23.427606] [INFO ] [main      ] Fetching symbol history for CLCO...
[2025-12-15T20:36:23.427675] [DEBUG] [REMOTE    ] CLCO: Fetching historical data.
[2025-12-15T20:36:23.429710] [INFO ] [main      ] Progress: 307/429 forecasts completed (71.6%). NNI finished in 0.9s. ETA: 20.7s. Rate: 352.81 forecasts/min
[2025-12-15T20:36:23.432383] [DEBUG] [MAG       ] GAB: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:23.446802] [DEBUG] [REMOTE    ] CLCO: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:23.448176] [DEBUG] [LOCAL     ] Loaded configuration for CLCO: 1 features, N/A% accuracy
[2025-12-15T20:36:23.448263] [INFO ] [LOCAL     ] CLCO: Loaded 1 optimal features with 22.57% confidence from JSON config
[2025-12-15T20:36:23.448316] [DEBUG] [MAG       ] Building data for symbol: CLCO with lookback: 0
[2025-12-15T20:36:23.449732] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-15T20:36:23.449808] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-15T20:36:23.450852] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:23.464929] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-15T20:36:23.467043] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-15T20:36:23.468291] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-15T20:36:23.469175] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-15T20:36:23.470094] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-15T20:36:23.488710] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-15T20:36:23.490863] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:23.562750] [INFO ] [LOCAL     ] GAB: Saved forecast.
[2025-12-15T20:36:23.562816] [INFO ] [main      ] GAB: Signal=1 (Conf=90.0%), Magnitude=-0.72% (Conf=35.7574%)
[2025-12-15T20:36:23.563166] [INFO ] [main      ] Fetching symbol history for QMCO...
[2025-12-15T20:36:23.563216] [DEBUG] [REMOTE    ] QMCO: Fetching historical data.
[2025-12-15T20:36:23.563665] [INFO ] [main      ] Progress: 308/429 forecasts completed (71.8%). GAB finished in 1.1s. ETA: 20.6s. Rate: 353.06 forecasts/min
[2025-12-15T20:36:23.577990] [DEBUG] [REMOTE    ] QMCO: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:23.578832] [DEBUG] [LOCAL     ] Loaded configuration for QMCO: 7 features, N/A% accuracy
[2025-12-15T20:36:23.578890] [INFO ] [LOCAL     ] QMCO: Loaded 7 optimal features with 46.15% confidence from JSON config
[2025-12-15T20:36:23.578922] [DEBUG] [MAG       ] Building data for symbol: QMCO with lookback: 0
[2025-12-15T20:36:23.579782] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-15T20:36:23.579844] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:23.584617] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:23.586547] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:36:23.587059] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:36:23.587491] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-15T20:36:23.629494] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-15T20:36:23.634410] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-15T20:36:23.636359] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:23.652662] [DEBUG] [MAG       ] MEI: Last date is validated at 2025-12-15
[2025-12-15T20:36:23.802399] [DEBUG] [MAG       ] CLCO: Last date is validated at 2025-12-15
[2025-12-15T20:36:23.833123] [DEBUG] [MAG       ] MEI: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:23.855772] [DEBUG] [MAG       ] NVDL: Last date is validated at 2025-12-15
[2025-12-15T20:36:23.911071] [INFO ] [LOCAL     ] MEI: Saved forecast.
[2025-12-15T20:36:23.911148] [INFO ] [main      ] MEI: Signal=1 (Conf=90.0%), Magnitude=-6.21% (Conf=64.7936%)
[2025-12-15T20:36:23.911598] [INFO ] [main      ] Fetching symbol history for WY...
[2025-12-15T20:36:23.911651] [DEBUG] [REMOTE    ] WY: Fetching historical data.
[2025-12-15T20:36:23.911663] [INFO ] [main      ] Progress: 309/429 forecasts completed (72.0%). MEI finished in 0.7s. ETA: 20.5s. Rate: 351.86 forecasts/min
[2025-12-15T20:36:23.925256] [DEBUG] [REMOTE    ] WY: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:23.926122] [DEBUG] [LOCAL     ] Loaded configuration for WY: 2 features, N/A% accuracy
[2025-12-15T20:36:23.926191] [INFO ] [LOCAL     ] WY: Loaded 2 optimal features with 59.73% confidence from JSON config
[2025-12-15T20:36:23.926225] [DEBUG] [MAG       ] Building data for symbol: WY with lookback: 0
[2025-12-15T20:36:23.927070] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-15T20:36:23.927163] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:23.932225] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-15T20:36:23.933311] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:23.968614] [DEBUG] [MAG       ] CLCO: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:23.985087] [DEBUG] [MAG       ] QMCO: Last date is validated at 2025-12-15
[2025-12-15T20:36:24.025072] [DEBUG] [MAG       ] NVDL: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:24.026777] [INFO ] [LOCAL     ] CLCO: Saved forecast.
[2025-12-15T20:36:24.026841] [INFO ] [main      ] CLCO: Signal=1 (Conf=90.0%), Magnitude=-1.58% (Conf=22.5727%)
[2025-12-15T20:36:24.027208] [INFO ] [main      ] Fetching symbol history for PPL...
[2025-12-15T20:36:24.027268] [DEBUG] [REMOTE    ] PPL: Fetching historical data.
[2025-12-15T20:36:24.027663] [INFO ] [main      ] Progress: 310/429 forecasts completed (72.3%). CLCO finished in 0.6s. ETA: 20.3s. Rate: 352.23 forecasts/min
[2025-12-15T20:36:24.040206] [DEBUG] [REMOTE    ] PPL: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:24.041282] [DEBUG] [LOCAL     ] Loaded configuration for PPL: 8 features, N/A% accuracy
[2025-12-15T20:36:24.041334] [INFO ] [LOCAL     ] PPL: Loaded 8 optimal features with 51.15% confidence from JSON config
[2025-12-15T20:36:24.041366] [DEBUG] [MAG       ] Building data for symbol: PPL with lookback: 0
[2025-12-15T20:36:24.042145] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-15T20:36:24.042206] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:24.047013] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:24.048838] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:36:24.049335] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:36:24.049743] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-15T20:36:24.050594] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-15T20:36:24.052915] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-15T20:36:24.149439] [DEBUG] [MAG       ] QMCO: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:24.165050] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-15T20:36:24.166308] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:24.166832] [INFO ] [LOCAL     ] NVDL: Saved forecast.
[2025-12-15T20:36:24.166899] [INFO ] [main      ] NVDL: Signal=1 (Conf=90.0%), Magnitude=3.87% (Conf=55.6602%)
[2025-12-15T20:36:24.167310] [INFO ] [main      ] Fetching symbol history for JCI...
[2025-12-15T20:36:24.167361] [DEBUG] [REMOTE    ] JCI: Fetching historical data.
[2025-12-15T20:36:24.168199] [INFO ] [main      ] Progress: 311/429 forecasts completed (72.5%). NVDL finished in 0.8s. ETA: 20.1s. Rate: 352.42 forecasts/min
[2025-12-15T20:36:24.180839] [DEBUG] [REMOTE    ] JCI: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:24.182024] [DEBUG] [LOCAL     ] Loaded configuration for JCI: 6 features, N/A% accuracy
[2025-12-15T20:36:24.182083] [INFO ] [LOCAL     ] JCI: Loaded 6 optimal features with 57.44% confidence from JSON config
[2025-12-15T20:36:24.182115] [DEBUG] [MAG       ] Building data for symbol: JCI with lookback: 0
[2025-12-15T20:36:24.182995] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-15T20:36:24.183057] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:24.187931] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:24.190233] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:36:24.190745] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-15T20:36:24.193145] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-15T20:36:24.233207] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-15T20:36:24.234823] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:24.279255] [DEBUG] [MAG       ] WY: Last date is validated at 2025-12-15
[2025-12-15T20:36:24.293290] [INFO ] [LOCAL     ] QMCO: Saved forecast.
[2025-12-15T20:36:24.293373] [INFO ] [main      ] QMCO: Signal=1 (Conf=90.0%), Magnitude=-12.45% (Conf=46.1498%)
[2025-12-15T20:36:24.293751] [INFO ] [main      ] Fetching symbol history for FIXD...
[2025-12-15T20:36:24.293801] [DEBUG] [REMOTE    ] FIXD: Fetching historical data.
[2025-12-15T20:36:24.295669] [INFO ] [main      ] Progress: 312/429 forecasts completed (72.7%). QMCO finished in 0.7s. ETA: 19.9s. Rate: 352.71 forecasts/min
[2025-12-15T20:36:24.307049] [DEBUG] [REMOTE    ] FIXD: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:24.308002] [DEBUG] [LOCAL     ] Loaded configuration for FIXD: 4 features, N/A% accuracy
[2025-12-15T20:36:24.308054] [INFO ] [LOCAL     ] FIXD: Loaded 4 optimal features with 63.37% confidence from JSON config
[2025-12-15T20:36:24.308084] [DEBUG] [MAG       ] Building data for symbol: FIXD with lookback: 0
[2025-12-15T20:36:24.308858] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-15T20:36:24.308918] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:24.310646] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:36:24.311154] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-15T20:36:24.312012] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-15T20:36:24.314949] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:24.452035] [DEBUG] [MAG       ] WY: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:24.519940] [DEBUG] [MAG       ] PPL: Last date is validated at 2025-12-15
[2025-12-15T20:36:24.525150] [INFO ] [LOCAL     ] WY: Saved forecast.
[2025-12-15T20:36:24.525240] [INFO ] [main      ] WY: Signal=1 (Conf=90.0%), Magnitude=-0.29% (Conf=59.7288%)
[2025-12-15T20:36:24.525417] [INFO ] [main      ] Fetching symbol history for PRME...
[2025-12-15T20:36:24.525461] [DEBUG] [REMOTE    ] PRME: Fetching historical data.
[2025-12-15T20:36:24.525900] [INFO ] [main      ] Progress: 313/429 forecasts completed (73.0%). WY finished in 0.6s. ETA: 19.8s. Rate: 352.31 forecasts/min
[2025-12-15T20:36:24.539169] [DEBUG] [REMOTE    ] PRME: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:24.540332] [DEBUG] [LOCAL     ] Loaded configuration for PRME: 2 features, N/A% accuracy
[2025-12-15T20:36:24.540385] [INFO ] [LOCAL     ] PRME: Loaded 2 optimal features with 57.58% confidence from JSON config
[2025-12-15T20:36:24.540416] [DEBUG] [MAG       ] Building data for symbol: PRME with lookback: 0
[2025-12-15T20:36:24.541238] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-15T20:36:24.541297] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-15T20:36:24.544063] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-15T20:36:24.544910] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:24.581805] [DEBUG] [MAG       ] JCI: Last date is validated at 2025-12-15
[2025-12-15T20:36:24.668084] [DEBUG] [MAG       ] FIXD: Last date is validated at 2025-12-15
[2025-12-15T20:36:24.692318] [DEBUG] [MAG       ] PPL: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:24.755098] [DEBUG] [MAG       ] JCI: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:24.770960] [INFO ] [LOCAL     ] PPL: Saved forecast.
[2025-12-15T20:36:24.771042] [INFO ] [main      ] PPL: Signal=1 (Conf=90.0%), Magnitude=1.35% (Conf=51.1453%)
[2025-12-15T20:36:24.771403] [INFO ] [main      ] Fetching symbol history for DCOM...
[2025-12-15T20:36:24.771454] [DEBUG] [REMOTE    ] DCOM: Fetching historical data.
[2025-12-15T20:36:24.771658] [INFO ] [main      ] Progress: 314/429 forecasts completed (73.2%). PPL finished in 0.7s. ETA: 19.6s. Rate: 351.81 forecasts/min
[2025-12-15T20:36:24.784489] [DEBUG] [REMOTE    ] DCOM: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:24.785457] [DEBUG] [LOCAL     ] Loaded configuration for DCOM: 3 features, N/A% accuracy
[2025-12-15T20:36:24.785519] [INFO ] [LOCAL     ] DCOM: Loaded 3 optimal features with 63.89% confidence from JSON config
[2025-12-15T20:36:24.785550] [DEBUG] [MAG       ] Building data for symbol: DCOM with lookback: 0
[2025-12-15T20:36:24.786330] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-15T20:36:24.786388] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:24.788094] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:36:24.788865] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-15T20:36:24.795078] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:24.833644] [DEBUG] [MAG       ] FIXD: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:24.862330] [INFO ] [LOCAL     ] JCI: Saved forecast.
[2025-12-15T20:36:24.862398] [INFO ] [main      ] JCI: Signal=1 (Conf=90.0%), Magnitude=0.80% (Conf=57.4358%)
[2025-12-15T20:36:24.862560] [INFO ] [main      ] Fetching symbol history for GSK...
[2025-12-15T20:36:24.862620] [DEBUG] [REMOTE    ] GSK: Fetching historical data.
[2025-12-15T20:36:24.862908] [INFO ] [main      ] Progress: 315/429 forecasts completed (73.4%). JCI finished in 0.7s. ETA: 19.4s. Rate: 352.33 forecasts/min
[2025-12-15T20:36:24.876004] [DEBUG] [REMOTE    ] GSK: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:24.877164] [DEBUG] [LOCAL     ] Loaded configuration for GSK: 4 features, N/A% accuracy
[2025-12-15T20:36:24.877232] [INFO ] [LOCAL     ] GSK: Loaded 4 optimal features with 61.58% confidence from JSON config
[2025-12-15T20:36:24.877271] [DEBUG] [MAG       ] Building data for symbol: GSK with lookback: 0
[2025-12-15T20:36:24.878106] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-15T20:36:24.878167] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:24.880059] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:36:24.880657] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:36:24.881110] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-15T20:36:24.885019] [DEBUG] [MAG       ] PRME: Last date is validated at 2025-12-15
[2025-12-15T20:36:24.892937] [INFO ] [LOCAL     ] FIXD: Saved forecast.
[2025-12-15T20:36:24.893001] [INFO ] [main      ] FIXD: Signal=1 (Conf=90.0%), Magnitude=0.09% (Conf=63.3698%)
[2025-12-15T20:36:24.893346] [INFO ] [main      ] Fetching symbol history for GHRS...
[2025-12-15T20:36:24.893396] [DEBUG] [REMOTE    ] GHRS: Fetching historical data.
[2025-12-15T20:36:24.894198] [INFO ] [main      ] Progress: 316/429 forecasts completed (73.7%). FIXD finished in 0.6s. ETA: 19.2s. Rate: 353.25 forecasts/min
[2025-12-15T20:36:24.907167] [DEBUG] [REMOTE    ] GHRS: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:24.908190] [DEBUG] [LOCAL     ] Loaded configuration for GHRS: 4 features, N/A% accuracy
[2025-12-15T20:36:24.908245] [INFO ] [LOCAL     ] GHRS: Loaded 4 optimal features with 50.86% confidence from JSON config
[2025-12-15T20:36:24.908275] [DEBUG] [MAG       ] Building data for symbol: GHRS with lookback: 0
[2025-12-15T20:36:24.909090] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-15T20:36:24.909150] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-15T20:36:24.910253] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-15T20:36:24.911892] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-15T20:36:24.912890] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-15T20:36:24.914680] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:24.920549] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:25.053412] [DEBUG] [MAG       ] PRME: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:25.114724] [INFO ] [LOCAL     ] PRME: Saved forecast.
[2025-12-15T20:36:25.114791] [INFO ] [main      ] PRME: Signal=1 (Conf=90.0%), Magnitude=1.04% (Conf=57.584%)
[2025-12-15T20:36:25.114950] [INFO ] [main      ] Fetching symbol history for SSNC...
[2025-12-15T20:36:25.114993] [DEBUG] [REMOTE    ] SSNC: Fetching historical data.
[2025-12-15T20:36:25.115860] [INFO ] [main      ] Progress: 317/429 forecasts completed (73.9%). PRME finished in 0.6s. ETA: 19.0s. Rate: 352.91 forecasts/min
[2025-12-15T20:36:25.130007] [DEBUG] [REMOTE    ] SSNC: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:25.130907] [DEBUG] [LOCAL     ] Loaded configuration for SSNC: 8 features, N/A% accuracy
[2025-12-15T20:36:25.130961] [INFO ] [LOCAL     ] SSNC: Loaded 8 optimal features with 55.50% confidence from JSON config
[2025-12-15T20:36:25.130994] [DEBUG] [MAG       ] Building data for symbol: SSNC with lookback: 0
[2025-12-15T20:36:25.131900] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-15T20:36:25.131966] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:25.136955] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-15T20:36:25.138429] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-15T20:36:25.141053] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-15T20:36:25.143001] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-15T20:36:25.144136] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-15T20:36:25.144856] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-15T20:36:25.145538] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-15T20:36:25.146540] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:25.167104] [DEBUG] [MAG       ] DCOM: Last date is validated at 2025-12-15
[2025-12-15T20:36:25.249957] [DEBUG] [MAG       ] GHRS: Last date is validated at 2025-12-15
[2025-12-15T20:36:25.264986] [DEBUG] [MAG       ] GSK: Last date is validated at 2025-12-15
[2025-12-15T20:36:25.349412] [DEBUG] [MAG       ] DCOM: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:25.428259] [INFO ] [LOCAL     ] DCOM: Saved forecast.
[2025-12-15T20:36:25.428326] [INFO ] [main      ] DCOM: Signal=1 (Conf=90.0%), Magnitude=1.01% (Conf=63.8913%)
[2025-12-15T20:36:25.428519] [DEBUG] [MAG       ] GHRS: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:25.428682] [INFO ] [main      ] Fetching symbol history for HELE...
[2025-12-15T20:36:25.428732] [DEBUG] [REMOTE    ] HELE: Fetching historical data.
[2025-12-15T20:36:25.429623] [INFO ] [main      ] Progress: 318/429 forecasts completed (74.1%). DCOM finished in 0.7s. ETA: 18.9s. Rate: 351.97 forecasts/min
[2025-12-15T20:36:25.435269] [DEBUG] [MAG       ] GSK: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:25.441939] [DEBUG] [REMOTE    ] HELE: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:25.442832] [DEBUG] [LOCAL     ] Loaded configuration for HELE: 3 features, N/A% accuracy
[2025-12-15T20:36:25.442888] [INFO ] [LOCAL     ] HELE: Loaded 3 optimal features with 55.36% confidence from JSON config
[2025-12-15T20:36:25.442918] [DEBUG] [MAG       ] Building data for symbol: HELE with lookback: 0
[2025-12-15T20:36:25.443719] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-15T20:36:25.443800] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:25.448552] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-15T20:36:25.485467] [DEBUG] [MAG       ] SSNC: Last date is validated at 2025-12-15
[2025-12-15T20:36:25.515452] [INFO ] [LOCAL     ] GSK: Saved forecast.
[2025-12-15T20:36:25.515517] [INFO ] [main      ] GSK: Signal=1 (Conf=90.0%), Magnitude=0.51% (Conf=61.5832%)
[2025-12-15T20:36:25.515692] [INFO ] [main      ] Fetching symbol history for VBF...
[2025-12-15T20:36:25.515736] [DEBUG] [REMOTE    ] VBF: Fetching historical data.
[2025-12-15T20:36:25.516890] [INFO ] [main      ] Progress: 319/429 forecasts completed (74.4%). GSK finished in 0.7s. ETA: 18.7s. Rate: 352.51 forecasts/min
[2025-12-15T20:36:25.518254] [INFO ] [LOCAL     ] GHRS: Saved forecast.
[2025-12-15T20:36:25.518321] [INFO ] [main      ] GHRS: Signal=1 (Conf=90.0%), Magnitude=-3.96% (Conf=50.8551%)
[2025-12-15T20:36:25.518474] [INFO ] [main      ] Fetching symbol history for BGX...
[2025-12-15T20:36:25.518517] [DEBUG] [REMOTE    ] BGX: Fetching historical data.
[2025-12-15T20:36:25.519728] [INFO ] [main      ] Progress: 320/429 forecasts completed (74.6%). GHRS finished in 0.6s. ETA: 18.5s. Rate: 353.60 forecasts/min
[2025-12-15T20:36:25.528974] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-15T20:36:25.530535] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:25.533254] [DEBUG] [REMOTE    ] VBF: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:25.534374] [DEBUG] [LOCAL     ] Loaded configuration for VBF: 6 features, N/A% accuracy
[2025-12-15T20:36:25.534426] [INFO ] [LOCAL     ] VBF: Loaded 6 optimal features with 50.94% confidence from JSON config
[2025-12-15T20:36:25.534457] [DEBUG] [MAG       ] Building data for symbol: VBF with lookback: 0
[2025-12-15T20:36:25.535260] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-15T20:36:25.535323] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:25.536645] [DEBUG] [REMOTE    ] BGX: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:25.537426] [DEBUG] [LOCAL     ] Loaded configuration for BGX: 8 features, N/A% accuracy
[2025-12-15T20:36:25.537480] [INFO ] [LOCAL     ] BGX: Loaded 8 optimal features with 39.51% confidence from JSON config
[2025-12-15T20:36:25.537511] [DEBUG] [MAG       ] Building data for symbol: BGX with lookback: 0
[2025-12-15T20:36:25.538310] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-15T20:36:25.538370] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:25.540020] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-15T20:36:25.543020] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:25.544745] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:36:25.545214] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:36:25.545636] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-15T20:36:25.547873] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-15T20:36:25.578021] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-15T20:36:25.587645] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-15T20:36:25.588712] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-15T20:36:25.590566] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:25.627773] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-15T20:36:25.650848] [DEBUG] [MAG       ] SSNC: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:25.710516] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-15T20:36:25.712729] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-15T20:36:25.713429] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:25.745018] [INFO ] [LOCAL     ] SSNC: Saved forecast.
[2025-12-15T20:36:25.745080] [INFO ] [main      ] SSNC: Signal=1 (Conf=90.0%), Magnitude=0.08% (Conf=55.4964%)
[2025-12-15T20:36:25.745245] [INFO ] [main      ] Fetching symbol history for ASML...
[2025-12-15T20:36:25.745296] [DEBUG] [REMOTE    ] ASML: Fetching historical data.
[2025-12-15T20:36:25.745876] [INFO ] [main      ] Progress: 321/429 forecasts completed (74.8%). SSNC finished in 0.6s. ETA: 18.3s. Rate: 353.23 forecasts/min
[2025-12-15T20:36:25.758760] [DEBUG] [REMOTE    ] ASML: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:25.759852] [DEBUG] [LOCAL     ] Loaded configuration for ASML: 4 features, N/A% accuracy
[2025-12-15T20:36:25.759910] [INFO ] [LOCAL     ] ASML: Loaded 4 optimal features with 48.39% confidence from JSON config
[2025-12-15T20:36:25.759942] [DEBUG] [MAG       ] Building data for symbol: ASML with lookback: 0
[2025-12-15T20:36:25.760748] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-15T20:36:25.760806] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:25.765549] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-15T20:36:25.875061] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-15T20:36:25.876855] [DEBUG] [MAG       ] HELE: Last date is validated at 2025-12-15
[2025-12-15T20:36:25.878060] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-15T20:36:25.879239] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:25.924402] [DEBUG] [MAG       ] BGX: Last date is validated at 2025-12-15
[2025-12-15T20:36:26.050107] [DEBUG] [MAG       ] HELE: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:26.067870] [DEBUG] [MAG       ] VBF: Last date is validated at 2025-12-15
[2025-12-15T20:36:26.089179] [DEBUG] [MAG       ] BGX: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:26.146719] [INFO ] [LOCAL     ] HELE: Saved forecast.
[2025-12-15T20:36:26.146783] [INFO ] [main      ] HELE: Signal=1 (Conf=90.0%), Magnitude=4.27% (Conf=55.3642%)
[2025-12-15T20:36:26.147141] [INFO ] [main      ] Fetching symbol history for FTGS...
[2025-12-15T20:36:26.147198] [DEBUG] [REMOTE    ] FTGS: Fetching historical data.
[2025-12-15T20:36:26.147193] [INFO ] [main      ] Progress: 322/429 forecasts completed (75.1%). HELE finished in 0.7s. ETA: 18.3s. Rate: 351.74 forecasts/min
[2025-12-15T20:36:26.153845] [INFO ] [LOCAL     ] BGX: Saved forecast.
[2025-12-15T20:36:26.153911] [INFO ] [main      ] BGX: Signal=1 (Conf=90.0%), Magnitude=0.04% (Conf=39.5106%)
[2025-12-15T20:36:26.154243] [INFO ] [main      ] Fetching symbol history for NTB...
[2025-12-15T20:36:26.154292] [DEBUG] [REMOTE    ] NTB: Fetching historical data.
[2025-12-15T20:36:26.155235] [INFO ] [main      ] Progress: 323/429 forecasts completed (75.3%). BGX finished in 0.6s. ETA: 18.0s. Rate: 352.78 forecasts/min
[2025-12-15T20:36:26.161634] [DEBUG] [REMOTE    ] FTGS: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:26.162467] [DEBUG] [LOCAL     ] Loaded configuration for FTGS: 6 features, N/A% accuracy
[2025-12-15T20:36:26.162519] [INFO ] [LOCAL     ] FTGS: Loaded 6 optimal features with 51.32% confidence from JSON config
[2025-12-15T20:36:26.162550] [DEBUG] [MAG       ] Building data for symbol: FTGS with lookback: 0
[2025-12-15T20:36:26.163311] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-15T20:36:26.163370] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:26.167743] [DEBUG] [REMOTE    ] NTB: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:26.168380] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:26.168460] [DEBUG] [LOCAL     ] Loaded configuration for NTB: 2 features, N/A% accuracy
[2025-12-15T20:36:26.168516] [INFO ] [LOCAL     ] NTB: Loaded 2 optimal features with 47.83% confidence from JSON config
[2025-12-15T20:36:26.168547] [DEBUG] [MAG       ] Building data for symbol: NTB with lookback: 0
[2025-12-15T20:36:26.169336] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-15T20:36:26.169405] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:26.170179] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:36:26.170709] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-15T20:36:26.173057] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-15T20:36:26.174148] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-15T20:36:26.174652] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-15T20:36:26.176562] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:26.192178] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:26.213554] [DEBUG] [MAG       ] ASML: Last date is validated at 2025-12-15
[2025-12-15T20:36:26.247766] [DEBUG] [MAG       ] VBF: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:26.310636] [INFO ] [LOCAL     ] VBF: Saved forecast.
[2025-12-15T20:36:26.310711] [INFO ] [main      ] VBF: Signal=1 (Conf=90.0%), Magnitude=1.08% (Conf=50.9413%)
[2025-12-15T20:36:26.311098] [INFO ] [main      ] Fetching symbol history for STKL...
[2025-12-15T20:36:26.311149] [DEBUG] [REMOTE    ] STKL: Fetching historical data.
[2025-12-15T20:36:26.311662] [INFO ] [main      ] Progress: 324/429 forecasts completed (75.5%). VBF finished in 0.8s. ETA: 17.9s. Rate: 352.87 forecasts/min
[2025-12-15T20:36:26.325921] [DEBUG] [REMOTE    ] STKL: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:26.326849] [DEBUG] [LOCAL     ] Loaded configuration for STKL: 8 features, N/A% accuracy
[2025-12-15T20:36:26.326913] [INFO ] [LOCAL     ] STKL: Loaded 8 optimal features with 52.91% confidence from JSON config
[2025-12-15T20:36:26.326947] [DEBUG] [MAG       ] Building data for symbol: STKL with lookback: 0
[2025-12-15T20:36:26.327836] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-15T20:36:26.327901] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:26.333085] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:26.335038] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:36:26.335569] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:36:26.336037] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-15T20:36:26.381478] [DEBUG] [MAG       ] ASML: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:26.456187] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-15T20:36:26.458207] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-15T20:36:26.510037] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-15T20:36:26.518817] [DEBUG] [MAG       ] NTB: Last date is validated at 2025-12-15
[2025-12-15T20:36:26.542177] [DEBUG] [MAG       ] FTGS: Last date is validated at 2025-12-15
[2025-12-15T20:36:26.559836] [INFO ] [LOCAL     ] ASML: Saved forecast.
[2025-12-15T20:36:26.559907] [INFO ] [main      ] ASML: Signal=1 (Conf=90.0%), Magnitude=0.55% (Conf=48.3918%)
[2025-12-15T20:36:26.560063] [INFO ] [main      ] Fetching symbol history for HPQ...
[2025-12-15T20:36:26.560105] [DEBUG] [REMOTE    ] HPQ: Fetching historical data.
[2025-12-15T20:36:26.561175] [INFO ] [main      ] Progress: 325/429 forecasts completed (75.8%). ASML finished in 0.8s. ETA: 17.7s. Rate: 352.36 forecasts/min
[2025-12-15T20:36:26.579620] [DEBUG] [REMOTE    ] HPQ: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:26.580271] [DEBUG] [LOCAL     ] Loaded configuration for HPQ: 1 features, N/A% accuracy
[2025-12-15T20:36:26.580330] [INFO ] [LOCAL     ] HPQ: Loaded 1 optimal features with 48.77% confidence from JSON config
[2025-12-15T20:36:26.580361] [DEBUG] [MAG       ] Building data for symbol: HPQ with lookback: 0
[2025-12-15T20:36:26.581146] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-15T20:36:26.581203] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-15T20:36:26.592809] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:26.618920] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:26.688262] [DEBUG] [MAG       ] NTB: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:26.714904] [DEBUG] [MAG       ] FTGS: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:26.766561] [INFO ] [LOCAL     ] NTB: Saved forecast.
[2025-12-15T20:36:26.766647] [INFO ] [main      ] NTB: Signal=1 (Conf=90.0%), Magnitude=1.11% (Conf=47.8289%)
[2025-12-15T20:36:26.766808] [INFO ] [main      ] Fetching symbol history for NCLH...
[2025-12-15T20:36:26.766851] [DEBUG] [REMOTE    ] NCLH: Fetching historical data.
[2025-12-15T20:36:26.767833] [INFO ] [main      ] Progress: 326/429 forecasts completed (76.0%). NTB finished in 0.6s. ETA: 17.6s. Rate: 352.13 forecasts/min
[2025-12-15T20:36:26.780326] [DEBUG] [REMOTE    ] NCLH: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:26.781520] [DEBUG] [LOCAL     ] Loaded configuration for NCLH: 10 features, N/A% accuracy
[2025-12-15T20:36:26.781598] [INFO ] [LOCAL     ] NCLH: Loaded 10 optimal features with 46.17% confidence from JSON config
[2025-12-15T20:36:26.781632] [DEBUG] [MAG       ] Building data for symbol: NCLH with lookback: 0
[2025-12-15T20:36:26.782507] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-15T20:36:26.782589] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:26.784270] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:36:26.784844] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:36:26.785238] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-15T20:36:26.786022] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-15T20:36:26.786723] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:36:26.787172] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-15T20:36:26.788187] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-15T20:36:26.789860] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-15T20:36:26.790887] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-15T20:36:26.791544] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:26.794382] [INFO ] [LOCAL     ] FTGS: Saved forecast.
[2025-12-15T20:36:26.794445] [INFO ] [main      ] FTGS: Signal=1 (Conf=90.0%), Magnitude=0.41% (Conf=51.3219%)
[2025-12-15T20:36:26.794789] [INFO ] [main      ] Fetching symbol history for FCF...
[2025-12-15T20:36:26.794838] [DEBUG] [REMOTE    ] FCF: Fetching historical data.
[2025-12-15T20:36:26.795647] [INFO ] [main      ] Progress: 327/429 forecasts completed (76.2%). FTGS finished in 0.6s. ETA: 17.3s. Rate: 353.04 forecasts/min
[2025-12-15T20:36:26.807811] [DEBUG] [REMOTE    ] FCF: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:26.808850] [DEBUG] [LOCAL     ] Loaded configuration for FCF: 5 features, N/A% accuracy
[2025-12-15T20:36:26.808908] [INFO ] [LOCAL     ] FCF: Loaded 5 optimal features with 57.25% confidence from JSON config
[2025-12-15T20:36:26.808939] [DEBUG] [MAG       ] Building data for symbol: FCF with lookback: 0
[2025-12-15T20:36:26.809750] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-15T20:36:26.809811] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:26.814533] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:26.816294] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:36:26.816798] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-15T20:36:26.854787] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-15T20:36:26.855562] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:26.947562] [DEBUG] [MAG       ] STKL: Last date is validated at 2025-12-15
[2025-12-15T20:36:26.953979] [DEBUG] [MAG       ] HPQ: Last date is validated at 2025-12-15
[2025-12-15T20:36:27.126220] [DEBUG] [MAG       ] NCLH: Last date is validated at 2025-12-15
[2025-12-15T20:36:27.127083] [DEBUG] [MAG       ] STKL: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:27.128267] [DEBUG] [MAG       ] HPQ: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:27.192263] [DEBUG] [MAG       ] FCF: Last date is validated at 2025-12-15
[2025-12-15T20:36:27.195420] [INFO ] [LOCAL     ] STKL: Saved forecast.
[2025-12-15T20:36:27.195486] [INFO ] [main      ] STKL: Signal=1 (Conf=90.0%), Magnitude=4.77% (Conf=52.909%)
[2025-12-15T20:36:27.195661] [INFO ] [main      ] Fetching symbol history for MBWM...
[2025-12-15T20:36:27.195706] [DEBUG] [REMOTE    ] MBWM: Fetching historical data.
[2025-12-15T20:36:27.198653] [INFO ] [main      ] Progress: 328/429 forecasts completed (76.5%). STKL finished in 0.9s. ETA: 17.2s. Rate: 351.57 forecasts/min
[2025-12-15T20:36:27.209167] [DEBUG] [REMOTE    ] MBWM: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:27.209964] [INFO ] [LOCAL     ] HPQ: Saved forecast.
[2025-12-15T20:36:27.210043] [INFO ] [main      ] HPQ: Signal=1 (Conf=90.0%), Magnitude=0.91% (Conf=48.7735%)
[2025-12-15T20:36:27.210214] [INFO ] [main      ] Fetching symbol history for SPOK...
[2025-12-15T20:36:27.210264] [DEBUG] [REMOTE    ] SPOK: Fetching historical data.
[2025-12-15T20:36:27.210451] [DEBUG] [LOCAL     ] Loaded configuration for MBWM: 0 features, N/A% accuracy
[2025-12-15T20:36:27.210505] [INFO ] [LOCAL     ] MBWM: Loaded 0 optimal features with 46.87% confidence from JSON config
[2025-12-15T20:36:27.210537] [DEBUG] [MAG       ] Building data for symbol: MBWM with lookback: 0
[2025-12-15T20:36:27.211356] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-15T20:36:27.212686] [INFO ] [main      ] Progress: 329/429 forecasts completed (76.7%). HPQ finished in 0.6s. ETA: 17.0s. Rate: 352.55 forecasts/min
[2025-12-15T20:36:27.224716] [DEBUG] [REMOTE    ] SPOK: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:27.225610] [DEBUG] [LOCAL     ] Loaded configuration for SPOK: 7 features, N/A% accuracy
[2025-12-15T20:36:27.225661] [INFO ] [LOCAL     ] SPOK: Loaded 7 optimal features with 51.15% confidence from JSON config
[2025-12-15T20:36:27.225702] [DEBUG] [MAG       ] Building data for symbol: SPOK with lookback: 0
[2025-12-15T20:36:27.226518] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-15T20:36:27.226599] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:27.232283] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:27.234139] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:36:27.234847] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-15T20:36:27.235646] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-15T20:36:27.298178] [DEBUG] [MAG       ] NCLH: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:27.360017] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-15T20:36:27.361538] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-15T20:36:27.361919] [DEBUG] [MAG       ] FCF: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:27.363607] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:27.384534] [INFO ] [LOCAL     ] NCLH: Saved forecast.
[2025-12-15T20:36:27.384629] [INFO ] [main      ] NCLH: Signal=1 (Conf=90.0%), Magnitude=-2.62% (Conf=46.1699%)
[2025-12-15T20:36:27.384794] [INFO ] [main      ] Fetching symbol history for BROS...
[2025-12-15T20:36:27.384838] [DEBUG] [REMOTE    ] BROS: Fetching historical data.
[2025-12-15T20:36:27.385901] [INFO ] [main      ] Progress: 330/429 forecasts completed (76.9%). NCLH finished in 0.6s. ETA: 16.8s. Rate: 352.53 forecasts/min
[2025-12-15T20:36:27.397962] [DEBUG] [REMOTE    ] BROS: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:27.398779] [DEBUG] [LOCAL     ] Loaded configuration for BROS: 10 features, N/A% accuracy
[2025-12-15T20:36:27.398844] [INFO ] [LOCAL     ] BROS: Loaded 10 optimal features with 51.07% confidence from JSON config
[2025-12-15T20:36:27.398875] [DEBUG] [MAG       ] Building data for symbol: BROS with lookback: 0
[2025-12-15T20:36:27.399711] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-15T20:36:27.399774] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:27.404490] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-15T20:36:27.405527] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:27.407307] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:36:27.407818] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-15T20:36:27.408840] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-15T20:36:27.410537] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-15T20:36:27.411566] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-15T20:36:27.412284] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-15T20:36:27.413354] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-15T20:36:27.419330] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:27.433839] [INFO ] [LOCAL     ] FCF: Saved forecast.
[2025-12-15T20:36:27.433904] [INFO ] [main      ] FCF: Signal=1 (Conf=90.0%), Magnitude=1.32% (Conf=57.251%)
[2025-12-15T20:36:27.434240] [INFO ] [main      ] Fetching symbol history for DEA...
[2025-12-15T20:36:27.434289] [DEBUG] [REMOTE    ] DEA: Fetching historical data.
[2025-12-15T20:36:27.434654] [INFO ] [main      ] Progress: 331/429 forecasts completed (77.2%). FCF finished in 0.6s. ETA: 16.6s. Rate: 353.29 forecasts/min
[2025-12-15T20:36:27.447497] [DEBUG] [REMOTE    ] DEA: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:27.448565] [DEBUG] [LOCAL     ] Loaded configuration for DEA: 3 features, N/A% accuracy
[2025-12-15T20:36:27.448634] [INFO ] [LOCAL     ] DEA: Loaded 3 optimal features with 47.78% confidence from JSON config
[2025-12-15T20:36:27.448665] [DEBUG] [MAG       ] Building data for symbol: DEA with lookback: 0
[2025-12-15T20:36:27.449448] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-15T20:36:27.449507] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:27.451225] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:36:27.451786] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:36:27.452173] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:27.555796] [DEBUG] [MAG       ] MBWM: Last date is validated at 2025-12-15
[2025-12-15T20:36:27.722119] [DEBUG] [MAG       ] MBWM: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:27.730839] [DEBUG] [MAG       ] SPOK: Last date is validated at 2025-12-15
[2025-12-15T20:36:27.758942] [DEBUG] [MAG       ] BROS: Last date is validated at 2025-12-15
[2025-12-15T20:36:27.789874] [DEBUG] [MAG       ] DEA: Last date is validated at 2025-12-15
[2025-12-15T20:36:27.802758] [INFO ] [LOCAL     ] MBWM: Saved forecast.
[2025-12-15T20:36:27.802825] [INFO ] [main      ] MBWM: Signal=1 (Conf=90.0%), Magnitude=0.90% (Conf=46.8737%)
[2025-12-15T20:36:27.803245] [INFO ] [main      ] Fetching symbol history for YSG...
[2025-12-15T20:36:27.803296] [DEBUG] [REMOTE    ] YSG: Fetching historical data.
[2025-12-15T20:36:27.803647] [INFO ] [main      ] Progress: 332/429 forecasts completed (77.4%). MBWM finished in 0.6s. ETA: 16.5s. Rate: 352.05 forecasts/min
[2025-12-15T20:36:27.816998] [DEBUG] [REMOTE    ] YSG: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:27.818163] [DEBUG] [LOCAL     ] Loaded configuration for YSG: 10 features, N/A% accuracy
[2025-12-15T20:36:27.818563] [INFO ] [LOCAL     ] YSG: Loaded 10 optimal features with 53.64% confidence from JSON config
[2025-12-15T20:36:27.818617] [DEBUG] [MAG       ] Building data for symbol: YSG with lookback: 0
[2025-12-15T20:36:27.819402] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-15T20:36:27.819466] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:27.824378] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:27.826382] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:36:27.826864] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:36:27.827263] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-15T20:36:27.829736] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:36:27.830172] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-15T20:36:27.831410] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-15T20:36:27.833186] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-15T20:36:27.834203] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-15T20:36:27.834903] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:27.897522] [DEBUG] [MAG       ] SPOK: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:27.925192] [DEBUG] [MAG       ] BROS: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:27.958318] [DEBUG] [MAG       ] DEA: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:27.971008] [INFO ] [LOCAL     ] SPOK: Saved forecast.
[2025-12-15T20:36:27.971077] [INFO ] [main      ] SPOK: Signal=1 (Conf=90.0%), Magnitude=-2.11% (Conf=51.1477%)
[2025-12-15T20:36:27.971239] [INFO ] [main      ] Fetching symbol history for BUSE...
[2025-12-15T20:36:27.971286] [DEBUG] [REMOTE    ] BUSE: Fetching historical data.
[2025-12-15T20:36:27.972047] [INFO ] [main      ] Progress: 333/429 forecasts completed (77.6%). SPOK finished in 0.8s. ETA: 16.4s. Rate: 352.06 forecasts/min
[2025-12-15T20:36:27.984715] [DEBUG] [REMOTE    ] BUSE: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:27.985811] [DEBUG] [LOCAL     ] Loaded configuration for BUSE: 3 features, N/A% accuracy
[2025-12-15T20:36:27.985875] [INFO ] [LOCAL     ] BUSE: Loaded 3 optimal features with 46.89% confidence from JSON config
[2025-12-15T20:36:27.985906] [DEBUG] [MAG       ] Building data for symbol: BUSE with lookback: 0
[2025-12-15T20:36:27.986704] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-15T20:36:27.986763] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:27.991423] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-15T20:36:27.992376] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-15T20:36:28.028070] [INFO ] [LOCAL     ] DEA: Saved forecast.
[2025-12-15T20:36:28.028136] [INFO ] [main      ] DEA: Signal=1 (Conf=90.0%), Magnitude=0.10% (Conf=47.7839%)
[2025-12-15T20:36:28.028488] [INFO ] [main      ] Fetching symbol history for PMVP...
[2025-12-15T20:36:28.028538] [DEBUG] [REMOTE    ] PMVP: Fetching historical data.
[2025-12-15T20:36:28.028523] [INFO ] [main      ] Progress: 334/429 forecasts completed (77.9%). DEA finished in 0.6s. ETA: 16.2s. Rate: 352.77 forecasts/min
[2025-12-15T20:36:28.041310] [DEBUG] [REMOTE    ] PMVP: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:28.042133] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:28.042210] [DEBUG] [LOCAL     ] Loaded configuration for PMVP: 7 features, N/A% accuracy
[2025-12-15T20:36:28.042261] [INFO ] [LOCAL     ] PMVP: Loaded 7 optimal features with 34.01% confidence from JSON config
[2025-12-15T20:36:28.042292] [DEBUG] [MAG       ] Building data for symbol: PMVP with lookback: 0
[2025-12-15T20:36:28.043071] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-15T20:36:28.044410] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:28.049711] [INFO ] [LOCAL     ] BROS: Saved forecast.
[2025-12-15T20:36:28.049771] [INFO ] [main      ] BROS: Signal=1 (Conf=90.0%), Magnitude=-0.86% (Conf=51.0686%)
[2025-12-15T20:36:28.050133] [INFO ] [main      ] Progress: 335/429 forecasts completed (78.1%). BROS finished in 0.7s. ETA: 15.9s. Rate: 353.69 forecasts/min
[2025-12-15T20:36:28.050302] [INFO ] [main      ] Fetching symbol history for MNSO...
[2025-12-15T20:36:28.050352] [DEBUG] [REMOTE    ] MNSO: Fetching historical data.
[2025-12-15T20:36:28.051506] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:28.053276] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:36:28.053771] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:36:28.054155] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-15T20:36:28.054913] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-15T20:36:28.055522] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-15T20:36:28.058097] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:28.063079] [DEBUG] [REMOTE    ] MNSO: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:28.063989] [DEBUG] [LOCAL     ] Loaded configuration for MNSO: 4 features, N/A% accuracy
[2025-12-15T20:36:28.064047] [INFO ] [LOCAL     ] MNSO: Loaded 4 optimal features with 48.48% confidence from JSON config
[2025-12-15T20:36:28.064078] [DEBUG] [MAG       ] Building data for symbol: MNSO with lookback: 0
[2025-12-15T20:36:28.064862] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-15T20:36:28.064921] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:28.069642] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-15T20:36:28.071027] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-15T20:36:28.073716] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-15T20:36:28.079406] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:28.186405] [DEBUG] [MAG       ] YSG: Last date is validated at 2025-12-15
[2025-12-15T20:36:28.350803] [DEBUG] [MAG       ] YSG: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:28.371687] [DEBUG] [MAG       ] BUSE: Last date is validated at 2025-12-15
[2025-12-15T20:36:28.388128] [DEBUG] [MAG       ] PMVP: Last date is validated at 2025-12-15
[2025-12-15T20:36:28.411707] [DEBUG] [MAG       ] MNSO: Last date is validated at 2025-12-15
[2025-12-15T20:36:28.422770] [INFO ] [LOCAL     ] YSG: Saved forecast.
[2025-12-15T20:36:28.422836] [INFO ] [main      ] YSG: Signal=1 (Conf=90.0%), Magnitude=-3.32% (Conf=53.6419%)
[2025-12-15T20:36:28.423246] [INFO ] [main      ] Fetching symbol history for CMPS...
[2025-12-15T20:36:28.423309] [DEBUG] [REMOTE    ] CMPS: Fetching historical data.
[2025-12-15T20:36:28.423657] [INFO ] [main      ] Progress: 336/429 forecasts completed (78.3%). YSG finished in 0.6s. ETA: 15.8s. Rate: 352.43 forecasts/min
[2025-12-15T20:36:28.436533] [DEBUG] [REMOTE    ] CMPS: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:28.437394] [DEBUG] [LOCAL     ] Loaded configuration for CMPS: 5 features, N/A% accuracy
[2025-12-15T20:36:28.437446] [INFO ] [LOCAL     ] CMPS: Loaded 5 optimal features with 68.14% confidence from JSON config
[2025-12-15T20:36:28.437477] [DEBUG] [MAG       ] Building data for symbol: CMPS with lookback: 0
[2025-12-15T20:36:28.438251] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-15T20:36:28.438314] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:28.443072] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-15T20:36:28.443884] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-15T20:36:28.445818] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-15T20:36:28.449995] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-15T20:36:28.451158] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:28.539764] [DEBUG] [MAG       ] BUSE: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:28.554698] [DEBUG] [MAG       ] PMVP: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:28.579887] [DEBUG] [MAG       ] MNSO: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:28.611527] [INFO ] [LOCAL     ] BUSE: Saved forecast.
[2025-12-15T20:36:28.611615] [INFO ] [main      ] BUSE: Signal=1 (Conf=90.0%), Magnitude=-0.09% (Conf=46.8929%)
[2025-12-15T20:36:28.612006] [INFO ] [main      ] Fetching symbol history for GOOS...
[2025-12-15T20:36:28.612059] [DEBUG] [REMOTE    ] GOOS: Fetching historical data.
[2025-12-15T20:36:28.612026] [INFO ] [main      ] Progress: 337/429 forecasts completed (78.6%). BUSE finished in 0.6s. ETA: 15.7s. Rate: 352.32 forecasts/min
[2025-12-15T20:36:28.613640] [INFO ] [LOCAL     ] PMVP: Saved forecast.
[2025-12-15T20:36:28.613707] [INFO ] [main      ] PMVP: Signal=1 (Conf=90.0%), Magnitude=-0.41% (Conf=34.0092%)
[2025-12-15T20:36:28.613866] [INFO ] [main      ] Fetching symbol history for TPL...
[2025-12-15T20:36:28.613909] [DEBUG] [REMOTE    ] TPL: Fetching historical data.
[2025-12-15T20:36:28.614010] [INFO ] [main      ] Progress: 338/429 forecasts completed (78.8%). PMVP finished in 0.6s. ETA: 15.5s. Rate: 353.35 forecasts/min
[2025-12-15T20:36:28.628173] [DEBUG] [REMOTE    ] TPL: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:28.629133] [DEBUG] [LOCAL     ] Loaded configuration for TPL: 4 features, N/A% accuracy
[2025-12-15T20:36:28.629183] [INFO ] [LOCAL     ] TPL: Loaded 4 optimal features with 56.96% confidence from JSON config
[2025-12-15T20:36:28.629213] [DEBUG] [MAG       ] Building data for symbol: TPL with lookback: 0
[2025-12-15T20:36:28.630177] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-15T20:36:28.630236] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:28.626697] [DEBUG] [REMOTE    ] GOOS: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:28.631654] [DEBUG] [LOCAL     ] Loaded configuration for GOOS: 5 features, N/A% accuracy
[2025-12-15T20:36:28.631721] [INFO ] [LOCAL     ] GOOS: Loaded 5 optimal features with 63.93% confidence from JSON config
[2025-12-15T20:36:28.631754] [DEBUG] [MAG       ] Building data for symbol: GOOS with lookback: 0
[2025-12-15T20:36:28.632130] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:36:28.632663] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:36:28.632774] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-15T20:36:28.632839] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-15T20:36:28.633099] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-15T20:36:28.633600] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-15T20:36:28.633878] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:28.635829] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-15T20:36:28.638795] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-15T20:36:28.639969] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-15T20:36:28.641173] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:28.672193] [INFO ] [LOCAL     ] MNSO: Saved forecast.
[2025-12-15T20:36:28.672255] [INFO ] [main      ] MNSO: Signal=1 (Conf=90.0%), Magnitude=2.39% (Conf=48.4808%)
[2025-12-15T20:36:28.672601] [INFO ] [main      ] Fetching symbol history for EB...
[2025-12-15T20:36:28.672652] [DEBUG] [REMOTE    ] EB: Fetching historical data.
[2025-12-15T20:36:28.672622] [INFO ] [main      ] Progress: 339/429 forecasts completed (79.0%). MNSO finished in 0.6s. ETA: 15.3s. Rate: 354.03 forecasts/min
[2025-12-15T20:36:28.685491] [DEBUG] [REMOTE    ] EB: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:28.686530] [DEBUG] [LOCAL     ] Loaded configuration for EB: 2 features, N/A% accuracy
[2025-12-15T20:36:28.686602] [INFO ] [LOCAL     ] EB: Loaded 2 optimal features with 56.41% confidence from JSON config
[2025-12-15T20:36:28.686635] [DEBUG] [MAG       ] Building data for symbol: EB with lookback: 0
[2025-12-15T20:36:28.687492] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-15T20:36:28.687551] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-15T20:36:28.726006] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-15T20:36:28.793490] [DEBUG] [MAG       ] CMPS: Last date is validated at 2025-12-15
[2025-12-15T20:36:28.800013] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:28.959251] [DEBUG] [MAG       ] CMPS: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:28.966682] [DEBUG] [MAG       ] TPL: Last date is validated at 2025-12-15
[2025-12-15T20:36:28.994466] [DEBUG] [MAG       ] GOOS: Last date is validated at 2025-12-15
[2025-12-15T20:36:29.037880] [INFO ] [LOCAL     ] CMPS: Saved forecast.
[2025-12-15T20:36:29.037947] [INFO ] [main      ] CMPS: Signal=1 (Conf=90.0%), Magnitude=-1.36% (Conf=68.1446%)
[2025-12-15T20:36:29.038374] [INFO ] [main      ] Fetching symbol history for STRS...
[2025-12-15T20:36:29.038425] [DEBUG] [REMOTE    ] STRS: Fetching historical data.
[2025-12-15T20:36:29.038655] [INFO ] [main      ] Progress: 340/429 forecasts completed (79.3%). CMPS finished in 0.6s. ETA: 15.1s. Rate: 352.83 forecasts/min
[2025-12-15T20:36:29.049451] [DEBUG] [REMOTE    ] STRS: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:29.050386] [DEBUG] [LOCAL     ] Loaded configuration for STRS: 7 features, N/A% accuracy
[2025-12-15T20:36:29.050447] [INFO ] [LOCAL     ] STRS: Loaded 7 optimal features with 49.10% confidence from JSON config
[2025-12-15T20:36:29.050479] [DEBUG] [MAG       ] Building data for symbol: STRS with lookback: 0
[2025-12-15T20:36:29.051252] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-15T20:36:29.051325] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:29.053068] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:36:29.053627] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-15T20:36:29.054674] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-15T20:36:29.056697] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-15T20:36:29.057403] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-15T20:36:29.061453] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-15T20:36:29.062176] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:29.132302] [DEBUG] [MAG       ] EB: Last date is validated at 2025-12-15
[2025-12-15T20:36:29.132941] [DEBUG] [MAG       ] TPL: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:29.172115] [DEBUG] [MAG       ] GOOS: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:29.244460] [INFO ] [LOCAL     ] GOOS: Saved forecast.
[2025-12-15T20:36:29.244526] [INFO ] [main      ] GOOS: Signal=1 (Conf=90.0%), Magnitude=-5.23% (Conf=63.9339%)
[2025-12-15T20:36:29.244699] [INFO ] [main      ] Fetching symbol history for LTC...
[2025-12-15T20:36:29.244743] [DEBUG] [REMOTE    ] LTC: Fetching historical data.
[2025-12-15T20:36:29.246467] [INFO ] [main      ] Progress: 341/429 forecasts completed (79.5%). GOOS finished in 0.6s. ETA: 15.0s. Rate: 352.60 forecasts/min
[2025-12-15T20:36:29.257859] [DEBUG] [REMOTE    ] LTC: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:29.258706] [DEBUG] [LOCAL     ] Loaded configuration for LTC: 6 features, N/A% accuracy
[2025-12-15T20:36:29.258758] [INFO ] [LOCAL     ] LTC: Loaded 6 optimal features with 50.72% confidence from JSON config
[2025-12-15T20:36:29.258789] [DEBUG] [MAG       ] Building data for symbol: LTC with lookback: 0
[2025-12-15T20:36:29.259591] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-15T20:36:29.259652] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:29.264318] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:29.266059] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:36:29.266527] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-15T20:36:29.268852] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-15T20:36:29.300894] [DEBUG] [MAG       ] EB: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:29.342856] [INFO ] [LOCAL     ] TPL: Saved forecast.
[2025-12-15T20:36:29.342920] [INFO ] [main      ] TPL: Signal=1 (Conf=90.0%), Magnitude=-3.97% (Conf=56.96%)
[2025-12-15T20:36:29.343261] [INFO ] [main      ] Fetching symbol history for LWAY...
[2025-12-15T20:36:29.343310] [DEBUG] [REMOTE    ] LWAY: Fetching historical data.
[2025-12-15T20:36:29.343668] [INFO ] [main      ] Progress: 342/429 forecasts completed (79.7%). TPL finished in 0.7s. ETA: 14.8s. Rate: 353.04 forecasts/min
[2025-12-15T20:36:29.355976] [DEBUG] [REMOTE    ] LWAY: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:29.357126] [DEBUG] [LOCAL     ] Loaded configuration for LWAY: 6 features, N/A% accuracy
[2025-12-15T20:36:29.357178] [INFO ] [LOCAL     ] LWAY: Loaded 6 optimal features with 67.75% confidence from JSON config
[2025-12-15T20:36:29.357209] [DEBUG] [MAG       ] Building data for symbol: LWAY with lookback: 0
[2025-12-15T20:36:29.357986] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-15T20:36:29.358047] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:29.361149] [INFO ] [LOCAL     ] EB: Saved forecast.
[2025-12-15T20:36:29.361215] [INFO ] [main      ] EB: Signal=1 (Conf=90.0%), Magnitude=2.04% (Conf=56.4107%)
[2025-12-15T20:36:29.361605] [INFO ] [main      ] Fetching symbol history for DRMA...
[2025-12-15T20:36:29.361658] [DEBUG] [REMOTE    ] DRMA: Fetching historical data.
[2025-12-15T20:36:29.362436] [INFO ] [main      ] Progress: 343/429 forecasts completed (80.0%). EB finished in 0.7s. ETA: 14.6s. Rate: 353.96 forecasts/min
[2025-12-15T20:36:29.362775] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:29.364502] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:36:29.364996] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:36:29.365439] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-15T20:36:29.367764] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-15T20:36:29.369101] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:29.374287] [DEBUG] [REMOTE    ] DRMA: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:29.375120] [DEBUG] [LOCAL     ] Loaded configuration for DRMA: 4 features, N/A% accuracy
[2025-12-15T20:36:29.375179] [INFO ] [LOCAL     ] DRMA: Loaded 4 optimal features with 57.17% confidence from JSON config
[2025-12-15T20:36:29.375209] [DEBUG] [MAG       ] Building data for symbol: DRMA with lookback: 0
[2025-12-15T20:36:29.376000] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-15T20:36:29.376060] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:29.378773] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-15T20:36:29.381035] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:29.381189] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:29.382806] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:36:29.383280] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-15T20:36:29.384824] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:29.393985] [DEBUG] [MAG       ] STRS: Last date is validated at 2025-12-15
[2025-12-15T20:36:29.563415] [DEBUG] [MAG       ] STRS: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:29.650363] [INFO ] [LOCAL     ] STRS: Saved forecast.
[2025-12-15T20:36:29.650440] [INFO ] [main      ] STRS: Signal=1 (Conf=90.0%), Magnitude=-2.76% (Conf=49.1038%)
[2025-12-15T20:36:29.650921] [INFO ] [main      ] Fetching symbol history for GAIN...
[2025-12-15T20:36:29.650973] [DEBUG] [REMOTE    ] GAIN: Fetching historical data.
[2025-12-15T20:36:29.651652] [INFO ] [main      ] Progress: 344/429 forecasts completed (80.2%). STRS finished in 0.6s. ETA: 14.4s. Rate: 353.24 forecasts/min
[2025-12-15T20:36:29.665641] [DEBUG] [REMOTE    ] GAIN: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:29.666819] [DEBUG] [LOCAL     ] Loaded configuration for GAIN: 7 features, N/A% accuracy
[2025-12-15T20:36:29.666876] [INFO ] [LOCAL     ] GAIN: Loaded 7 optimal features with 73.67% confidence from JSON config
[2025-12-15T20:36:29.666908] [DEBUG] [MAG       ] Building data for symbol: GAIN with lookback: 0
[2025-12-15T20:36:29.667712] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-15T20:36:29.667773] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:29.672556] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:29.674301] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:36:29.674784] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-15T20:36:29.675669] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-15T20:36:29.677565] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-15T20:36:29.681515] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-15T20:36:29.682880] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:29.701328] [DEBUG] [MAG       ] LWAY: Last date is validated at 2025-12-15
[2025-12-15T20:36:29.710079] [DEBUG] [MAG       ] LTC: Last date is validated at 2025-12-15
[2025-12-15T20:36:29.716003] [DEBUG] [MAG       ] DRMA: Last date is validated at 2025-12-15
[2025-12-15T20:36:29.867818] [DEBUG] [MAG       ] LWAY: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:29.878852] [DEBUG] [MAG       ] LTC: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:29.879973] [DEBUG] [MAG       ] DRMA: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:29.951778] [INFO ] [LOCAL     ] LWAY: Saved forecast.
[2025-12-15T20:36:29.951843] [INFO ] [main      ] LWAY: Signal=1 (Conf=90.0%), Magnitude=1.86% (Conf=67.7545%)
[2025-12-15T20:36:29.952206] [INFO ] [main      ] Fetching symbol history for CSX...
[2025-12-15T20:36:29.952256] [DEBUG] [REMOTE    ] CSX: Fetching historical data.
[2025-12-15T20:36:29.952661] [INFO ] [main      ] Progress: 345/429 forecasts completed (80.4%). LWAY finished in 0.6s. ETA: 14.3s. Rate: 352.45 forecasts/min
[2025-12-15T20:36:29.954558] [INFO ] [LOCAL     ] DRMA: Saved forecast.
[2025-12-15T20:36:29.954647] [INFO ] [main      ] DRMA: Signal=1 (Conf=90.0%), Magnitude=-5.34% (Conf=57.1727%)
[2025-12-15T20:36:29.954758] [INFO ] [LOCAL     ] LTC: Saved forecast.
[2025-12-15T20:36:29.954836] [INFO ] [main      ] LTC: Signal=1 (Conf=90.0%), Magnitude=0.68% (Conf=50.7224%)
[2025-12-15T20:36:29.954934] [INFO ] [main      ] Fetching symbol history for AGX...
[2025-12-15T20:36:29.954983] [DEBUG] [REMOTE    ] AGX: Fetching historical data.
[2025-12-15T20:36:29.954996] [INFO ] [main      ] Fetching symbol history for GDC...
[2025-12-15T20:36:29.955041] [DEBUG] [REMOTE    ] GDC: Fetching historical data.
[2025-12-15T20:36:29.955856] [INFO ] [main      ] Progress: 346/429 forecasts completed (80.7%). DRMA finished in 0.6s. ETA: 14.1s. Rate: 353.45 forecasts/min
[2025-12-15T20:36:29.955917] [INFO ] [main      ] Progress: 347/429 forecasts completed (80.9%). LTC finished in 0.7s. ETA: 13.9s. Rate: 354.47 forecasts/min
[2025-12-15T20:36:29.965730] [DEBUG] [REMOTE    ] CSX: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:29.966932] [DEBUG] [LOCAL     ] Loaded configuration for CSX: 10 features, N/A% accuracy
[2025-12-15T20:36:29.966984] [INFO ] [LOCAL     ] CSX: Loaded 10 optimal features with 64.55% confidence from JSON config
[2025-12-15T20:36:29.967015] [DEBUG] [MAG       ] Building data for symbol: CSX with lookback: 0
[2025-12-15T20:36:29.967801] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-15T20:36:29.967863] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:29.968320] [DEBUG] [REMOTE    ] AGX: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:29.968468] [DEBUG] [REMOTE    ] GDC: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:29.969170] [DEBUG] [LOCAL     ] Loaded configuration for AGX: 6 features, N/A% accuracy
[2025-12-15T20:36:29.969222] [INFO ] [LOCAL     ] AGX: Loaded 6 optimal features with 59.73% confidence from JSON config
[2025-12-15T20:36:29.969252] [DEBUG] [MAG       ] Building data for symbol: AGX with lookback: 0
[2025-12-15T20:36:29.969243] [DEBUG] [LOCAL     ] Loaded configuration for GDC: 3 features, N/A% accuracy
[2025-12-15T20:36:29.969303] [INFO ] [LOCAL     ] GDC: Loaded 3 optimal features with 65.09% confidence from JSON config
[2025-12-15T20:36:29.969338] [DEBUG] [MAG       ] Building data for symbol: GDC with lookback: 0
[2025-12-15T20:36:29.969827] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:36:29.970029] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-15T20:36:29.970102] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:29.970161] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-15T20:36:29.970221] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:29.970356] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:36:29.970842] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:36:29.971230] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-15T20:36:29.971887] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:36:29.972031] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-15T20:36:29.972377] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:36:29.972616] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-15T20:36:29.972784] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-15T20:36:29.973915] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-15T20:36:29.974430] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-15T20:36:29.975255] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-15T20:36:29.975563] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-15T20:36:29.976253] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-15T20:36:29.976265] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:29.976725] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-15T20:36:29.978753] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-15T20:36:29.981174] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:30.016663] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:30.027160] [DEBUG] [MAG       ] GAIN: Last date is validated at 2025-12-15
[2025-12-15T20:36:30.193139] [DEBUG] [MAG       ] GAIN: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:30.260077] [INFO ] [LOCAL     ] GAIN: Saved forecast.
[2025-12-15T20:36:30.260149] [INFO ] [main      ] GAIN: Signal=1 (Conf=90.0%), Magnitude=-0.22% (Conf=73.6705%)
[2025-12-15T20:36:30.260309] [INFO ] [main      ] Fetching symbol history for SY...
[2025-12-15T20:36:30.260354] [DEBUG] [REMOTE    ] SY: Fetching historical data.
[2025-12-15T20:36:30.261654] [INFO ] [main      ] Progress: 348/429 forecasts completed (81.1%). GAIN finished in 0.6s. ETA: 13.7s. Rate: 353.65 forecasts/min
[2025-12-15T20:36:30.273372] [DEBUG] [REMOTE    ] SY: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:30.274486] [DEBUG] [LOCAL     ] Loaded configuration for SY: 7 features, N/A% accuracy
[2025-12-15T20:36:30.274873] [INFO ] [LOCAL     ] SY: Loaded 7 optimal features with 42.69% confidence from JSON config
[2025-12-15T20:36:30.274908] [DEBUG] [MAG       ] Building data for symbol: SY with lookback: 0
[2025-12-15T20:36:30.275682] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-15T20:36:30.275745] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:30.280497] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-15T20:36:30.281299] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-15T20:36:30.284082] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:30.285800] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:36:30.286264] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-15T20:36:30.287310] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-15T20:36:30.289266] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:30.303144] [DEBUG] [MAG       ] AGX: Last date is validated at 2025-12-15
[2025-12-15T20:36:30.310839] [DEBUG] [MAG       ] CSX: Last date is validated at 2025-12-15
[2025-12-15T20:36:30.348280] [DEBUG] [MAG       ] GDC: Last date is validated at 2025-12-15
[2025-12-15T20:36:30.467920] [DEBUG] [MAG       ] AGX: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:30.477297] [DEBUG] [MAG       ] CSX: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:30.511855] [DEBUG] [MAG       ] GDC: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:30.562554] [INFO ] [LOCAL     ] CSX: Saved forecast.
[2025-12-15T20:36:30.562651] [INFO ] [main      ] CSX: Signal=1 (Conf=90.0%), Magnitude=-0.51% (Conf=64.5468%)
[2025-12-15T20:36:30.563009] [INFO ] [main      ] Fetching symbol history for IRMD...
[2025-12-15T20:36:30.563060] [DEBUG] [REMOTE    ] IRMD: Fetching historical data.
[2025-12-15T20:36:30.563083] [INFO ] [main      ] Progress: 349/429 forecasts completed (81.4%). CSX finished in 0.6s. ETA: 13.6s. Rate: 352.87 forecasts/min
[2025-12-15T20:36:30.576312] [DEBUG] [REMOTE    ] IRMD: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:30.577317] [DEBUG] [LOCAL     ] Loaded configuration for IRMD: 3 features, N/A% accuracy
[2025-12-15T20:36:30.577370] [INFO ] [LOCAL     ] IRMD: Loaded 3 optimal features with 48.48% confidence from JSON config
[2025-12-15T20:36:30.577400] [DEBUG] [MAG       ] Building data for symbol: IRMD with lookback: 0
[2025-12-15T20:36:30.577828] [INFO ] [LOCAL     ] GDC: Saved forecast.
[2025-12-15T20:36:30.577898] [INFO ] [main      ] GDC: Signal=1 (Conf=90.0%), Magnitude=-6.56% (Conf=65.0909%)
[2025-12-15T20:36:30.578057] [INFO ] [main      ] Fetching symbol history for FIZZ...
[2025-12-15T20:36:30.578102] [DEBUG] [REMOTE    ] FIZZ: Fetching historical data.
[2025-12-15T20:36:30.578239] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-15T20:36:30.578300] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:30.578897] [INFO ] [main      ] Progress: 350/429 forecasts completed (81.6%). GDC finished in 0.6s. ETA: 13.4s. Rate: 353.78 forecasts/min
[2025-12-15T20:36:30.583939] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-15T20:36:30.584713] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-15T20:36:30.586376] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:30.594658] [DEBUG] [REMOTE    ] FIZZ: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:30.595535] [DEBUG] [LOCAL     ] Loaded configuration for FIZZ: 7 features, N/A% accuracy
[2025-12-15T20:36:30.595611] [INFO ] [LOCAL     ] FIZZ: Loaded 7 optimal features with 52.48% confidence from JSON config
[2025-12-15T20:36:30.595646] [DEBUG] [MAG       ] Building data for symbol: FIZZ with lookback: 0
[2025-12-15T20:36:30.596430] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-15T20:36:30.596495] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-15T20:36:30.597230] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:30.598939] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:36:30.599527] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-15T20:36:30.600629] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-15T20:36:30.602373] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-15T20:36:30.603467] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-15T20:36:30.604164] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:30.612720] [INFO ] [LOCAL     ] AGX: Saved forecast.
[2025-12-15T20:36:30.612785] [INFO ] [main      ] AGX: Signal=1 (Conf=90.0%), Magnitude=-7.28% (Conf=59.7344%)
[2025-12-15T20:36:30.613134] [INFO ] [main      ] Fetching symbol history for RBLX...
[2025-12-15T20:36:30.613183] [DEBUG] [REMOTE    ] RBLX: Fetching historical data.
[2025-12-15T20:36:30.613642] [INFO ] [main      ] Progress: 351/429 forecasts completed (81.8%). AGX finished in 0.7s. ETA: 13.2s. Rate: 354.59 forecasts/min
[2025-12-15T20:36:30.618741] [DEBUG] [MAG       ] SY: Last date is validated at 2025-12-15
[2025-12-15T20:36:30.626993] [DEBUG] [REMOTE    ] RBLX: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:30.627814] [DEBUG] [LOCAL     ] Loaded configuration for RBLX: 2 features, N/A% accuracy
[2025-12-15T20:36:30.627865] [INFO ] [LOCAL     ] RBLX: Loaded 2 optimal features with 63.92% confidence from JSON config
[2025-12-15T20:36:30.627896] [DEBUG] [MAG       ] Building data for symbol: RBLX with lookback: 0
[2025-12-15T20:36:30.629019] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-15T20:36:30.629079] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:30.633854] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-15T20:36:30.648665] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:30.784044] [DEBUG] [MAG       ] SY: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:30.845949] [INFO ] [LOCAL     ] SY: Saved forecast.
[2025-12-15T20:36:30.846015] [INFO ] [main      ] SY: Signal=1 (Conf=90.0%), Magnitude=-1.94% (Conf=42.6868%)
[2025-12-15T20:36:30.846179] [INFO ] [main      ] Fetching symbol history for AMLX...
[2025-12-15T20:36:30.846222] [DEBUG] [REMOTE    ] AMLX: Fetching historical data.
[2025-12-15T20:36:30.847000] [INFO ] [main      ] Progress: 352/429 forecasts completed (82.1%). SY finished in 0.6s. ETA: 13.0s. Rate: 354.21 forecasts/min
[2025-12-15T20:36:30.859936] [DEBUG] [REMOTE    ] AMLX: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:30.860763] [DEBUG] [LOCAL     ] Loaded configuration for AMLX: 4 features, N/A% accuracy
[2025-12-15T20:36:30.860818] [INFO ] [LOCAL     ] AMLX: Loaded 4 optimal features with 61.30% confidence from JSON config
[2025-12-15T20:36:30.860850] [DEBUG] [MAG       ] Building data for symbol: AMLX with lookback: 0
[2025-12-15T20:36:30.861658] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-15T20:36:30.861717] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:30.863366] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:36:30.863913] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-15T20:36:30.865876] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-15T20:36:30.867040] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:30.928754] [DEBUG] [MAG       ] IRMD: Last date is validated at 2025-12-15
[2025-12-15T20:36:30.938138] [DEBUG] [MAG       ] FIZZ: Last date is validated at 2025-12-15
[2025-12-15T20:36:30.982144] [DEBUG] [MAG       ] RBLX: Last date is validated at 2025-12-15
[2025-12-15T20:36:31.094103] [DEBUG] [MAG       ] IRMD: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:31.100795] [DEBUG] [MAG       ] FIZZ: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:31.146338] [DEBUG] [MAG       ] RBLX: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:31.180059] [INFO ] [LOCAL     ] FIZZ: Saved forecast.
[2025-12-15T20:36:31.180126] [INFO ] [main      ] FIZZ: Signal=1 (Conf=90.0%), Magnitude=0.19% (Conf=52.4799%)
[2025-12-15T20:36:31.180467] [INFO ] [main      ] Fetching symbol history for TXN...
[2025-12-15T20:36:31.180519] [DEBUG] [REMOTE    ] TXN: Fetching historical data.
[2025-12-15T20:36:31.180656] [INFO ] [main      ] Progress: 353/429 forecasts completed (82.3%). FIZZ finished in 0.6s. ETA: 12.9s. Rate: 353.24 forecasts/min
[2025-12-15T20:36:31.192632] [INFO ] [LOCAL     ] IRMD: Saved forecast.
[2025-12-15T20:36:31.192700] [INFO ] [main      ] IRMD: Signal=1 (Conf=90.0%), Magnitude=1.75% (Conf=48.4788%)
[2025-12-15T20:36:31.193080] [INFO ] [main      ] Fetching symbol history for AWRE...
[2025-12-15T20:36:31.193134] [DEBUG] [REMOTE    ] AWRE: Fetching historical data.
[2025-12-15T20:36:31.193626] [INFO ] [main      ] Progress: 354/429 forecasts completed (82.5%). IRMD finished in 0.6s. ETA: 12.7s. Rate: 354.16 forecasts/min
[2025-12-15T20:36:31.194734] [DEBUG] [MAG       ] AMLX: Last date is validated at 2025-12-15
[2025-12-15T20:36:31.194881] [DEBUG] [REMOTE    ] TXN: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:31.195840] [DEBUG] [LOCAL     ] Loaded configuration for TXN: 11 features, N/A% accuracy
[2025-12-15T20:36:31.195900] [INFO ] [LOCAL     ] TXN: Loaded 11 optimal features with 59.88% confidence from JSON config
[2025-12-15T20:36:31.195931] [DEBUG] [MAG       ] Building data for symbol: TXN with lookback: 0
[2025-12-15T20:36:31.196709] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-12-15T20:36:31.196773] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-15T20:36:31.199098] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-15T20:36:31.200099] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-15T20:36:31.202754] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-15T20:36:31.205664] [DEBUG] [REMOTE    ] AWRE: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:31.206505] [DEBUG] [LOCAL     ] Loaded configuration for AWRE: 7 features, N/A% accuracy
[2025-12-15T20:36:31.206565] [INFO ] [LOCAL     ] AWRE: Loaded 7 optimal features with 53.43% confidence from JSON config
[2025-12-15T20:36:31.206624] [DEBUG] [MAG       ] Building data for symbol: AWRE with lookback: 0
[2025-12-15T20:36:31.207369] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-15T20:36:31.207431] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:31.207802] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-15T20:36:31.210904] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-15T20:36:31.212205] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-15T20:36:31.213182] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-15T20:36:31.213675] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:31.215438] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:36:31.215945] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-15T20:36:31.217032] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-15T20:36:31.219090] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-15T20:36:31.225154] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:31.252450] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-15T20:36:31.253896] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-15T20:36:31.254302] [INFO ] [LOCAL     ] RBLX: Saved forecast.
[2025-12-15T20:36:31.254368] [INFO ] [main      ] RBLX: Signal=1 (Conf=90.0%), Magnitude=-1.14% (Conf=63.9205%)
[2025-12-15T20:36:31.254598] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-15T20:36:31.254740] [INFO ] [main      ] Fetching symbol history for AVDL...
[2025-12-15T20:36:31.254791] [DEBUG] [REMOTE    ] AVDL: Fetching historical data.
[2025-12-15T20:36:31.256104] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-15T20:36:31.256665] [INFO ] [main      ] Progress: 355/429 forecasts completed (82.8%). RBLX finished in 0.6s. ETA: 12.5s. Rate: 354.79 forecasts/min
[2025-12-15T20:36:31.258860] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:31.268790] [DEBUG] [REMOTE    ] AVDL: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:31.269729] [DEBUG] [LOCAL     ] Loaded configuration for AVDL: 3 features, N/A% accuracy
[2025-12-15T20:36:31.269794] [INFO ] [LOCAL     ] AVDL: Loaded 3 optimal features with 36.97% confidence from JSON config
[2025-12-15T20:36:31.269825] [DEBUG] [MAG       ] Building data for symbol: AVDL with lookback: 0
[2025-12-15T20:36:31.270596] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-15T20:36:31.270656] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-15T20:36:31.271361] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-15T20:36:31.272242] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-15T20:36:31.274124] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:31.357261] [DEBUG] [MAG       ] AMLX: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:31.424438] [INFO ] [LOCAL     ] AMLX: Saved forecast.
[2025-12-15T20:36:31.424502] [INFO ] [main      ] AMLX: Signal=1 (Conf=90.0%), Magnitude=-0.10% (Conf=61.2954%)
[2025-12-15T20:36:31.424856] [INFO ] [main      ] Progress: 356/429 forecasts completed (83.0%). AMLX finished in 0.6s. ETA: 12.3s. Rate: 354.79 forecasts/min
[2025-12-15T20:36:31.424978] [INFO ] [main      ] Fetching symbol history for PHUN...
[2025-12-15T20:36:31.425020] [DEBUG] [REMOTE    ] PHUN: Fetching historical data.
[2025-12-15T20:36:31.438483] [DEBUG] [REMOTE    ] PHUN: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:31.439632] [DEBUG] [LOCAL     ] Loaded configuration for PHUN: 6 features, N/A% accuracy
[2025-12-15T20:36:31.439682] [INFO ] [LOCAL     ] PHUN: Loaded 6 optimal features with 61.96% confidence from JSON config
[2025-12-15T20:36:31.439712] [DEBUG] [MAG       ] Building data for symbol: PHUN with lookback: 0
[2025-12-15T20:36:31.440469] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-15T20:36:31.440528] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:31.445312] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-15T20:36:31.446123] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-15T20:36:31.447313] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-15T20:36:31.449320] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-15T20:36:31.450073] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-15T20:36:31.451735] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:31.564038] [DEBUG] [MAG       ] TXN: Last date is validated at 2025-12-15
[2025-12-15T20:36:31.591791] [DEBUG] [MAG       ] AWRE: Last date is validated at 2025-12-15
[2025-12-15T20:36:31.619934] [DEBUG] [MAG       ] AVDL: Last date is validated at 2025-12-15
[2025-12-15T20:36:31.740155] [DEBUG] [MAG       ] TXN: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:31.759117] [DEBUG] [MAG       ] AWRE: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:31.782870] [DEBUG] [MAG       ] PHUN: Last date is validated at 2025-12-15
[2025-12-15T20:36:31.786263] [DEBUG] [MAG       ] AVDL: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:31.823221] [INFO ] [LOCAL     ] AWRE: Saved forecast.
[2025-12-15T20:36:31.823287] [INFO ] [main      ] AWRE: Signal=1 (Conf=90.0%), Magnitude=-4.40% (Conf=53.4311%)
[2025-12-15T20:36:31.823674] [INFO ] [main      ] Fetching symbol history for BGRN...
[2025-12-15T20:36:31.823728] [DEBUG] [REMOTE    ] BGRN: Fetching historical data.
[2025-12-15T20:36:31.824647] [INFO ] [main      ] Progress: 357/429 forecasts completed (83.2%). AWRE finished in 0.6s. ETA: 12.2s. Rate: 353.44 forecasts/min
[2025-12-15T20:36:31.836602] [DEBUG] [REMOTE    ] BGRN: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:31.837647] [DEBUG] [LOCAL     ] Loaded configuration for BGRN: 3 features, N/A% accuracy
[2025-12-15T20:36:31.837699] [INFO ] [LOCAL     ] BGRN: Loaded 3 optimal features with 54.95% confidence from JSON config
[2025-12-15T20:36:31.837730] [DEBUG] [MAG       ] Building data for symbol: BGRN with lookback: 0
[2025-12-15T20:36:31.838493] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-15T20:36:31.838552] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-15T20:36:31.839298] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-15T20:36:31.841255] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-15T20:36:31.855348] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:31.863507] [INFO ] [LOCAL     ] AVDL: Saved forecast.
[2025-12-15T20:36:31.863591] [INFO ] [main      ] AVDL: Signal=1 (Conf=90.0%), Magnitude=-2.24% (Conf=36.9669%)
[2025-12-15T20:36:31.863750] [INFO ] [main      ] Fetching symbol history for AVA...
[2025-12-15T20:36:31.863793] [DEBUG] [REMOTE    ] AVA: Fetching historical data.
[2025-12-15T20:36:31.865664] [INFO ] [main      ] Progress: 358/429 forecasts completed (83.4%). AVDL finished in 0.6s. ETA: 12.0s. Rate: 354.19 forecasts/min
[2025-12-15T20:36:31.877202] [DEBUG] [REMOTE    ] AVA: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:31.878124] [DEBUG] [LOCAL     ] Loaded configuration for AVA: 7 features, N/A% accuracy
[2025-12-15T20:36:31.878174] [INFO ] [LOCAL     ] AVA: Loaded 7 optimal features with 57.13% confidence from JSON config
[2025-12-15T20:36:31.878204] [DEBUG] [MAG       ] Building data for symbol: AVA with lookback: 0
[2025-12-15T20:36:31.879029] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-15T20:36:31.879095] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:31.883820] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-15T20:36:31.885055] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-15T20:36:31.886953] [INFO ] [LOCAL     ] TXN: Saved forecast.
[2025-12-15T20:36:31.887025] [INFO ] [main      ] TXN: Signal=1 (Conf=90.0%), Magnitude=-1.08% (Conf=59.876%)
[2025-12-15T20:36:31.887050] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-15T20:36:31.887347] [INFO ] [main      ] Fetching symbol history for BMRN...
[2025-12-15T20:36:31.887397] [DEBUG] [REMOTE    ] BMRN: Fetching historical data.
[2025-12-15T20:36:31.887659] [INFO ] [main      ] Progress: 359/429 forecasts completed (83.7%). TXN finished in 0.7s. ETA: 11.8s. Rate: 355.05 forecasts/min
[2025-12-15T20:36:31.892049] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-15T20:36:31.893216] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-15T20:36:31.896027] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-15T20:36:31.896676] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:31.900561] [DEBUG] [REMOTE    ] BMRN: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:31.901354] [DEBUG] [LOCAL     ] Loaded configuration for BMRN: 4 features, N/A% accuracy
[2025-12-15T20:36:31.901408] [INFO ] [LOCAL     ] BMRN: Loaded 4 optimal features with 53.38% confidence from JSON config
[2025-12-15T20:36:31.901442] [DEBUG] [MAG       ] Building data for symbol: BMRN with lookback: 0
[2025-12-15T20:36:31.902219] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-15T20:36:31.902279] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:31.907163] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-15T20:36:31.908899] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-15T20:36:31.910975] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-15T20:36:31.915269] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:31.946932] [DEBUG] [MAG       ] PHUN: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:32.028347] [INFO ] [LOCAL     ] PHUN: Saved forecast.
[2025-12-15T20:36:32.028416] [INFO ] [main      ] PHUN: Signal=1 (Conf=90.0%), Magnitude=2.85% (Conf=61.9557%)
[2025-12-15T20:36:32.028585] [INFO ] [main      ] Fetching symbol history for UBND...
[2025-12-15T20:36:32.028629] [DEBUG] [REMOTE    ] UBND: Fetching historical data.
[2025-12-15T20:36:32.029430] [INFO ] [main      ] Progress: 360/429 forecasts completed (83.9%). PHUN finished in 0.6s. ETA: 11.7s. Rate: 355.21 forecasts/min
[2025-12-15T20:36:32.041602] [DEBUG] [REMOTE    ] UBND: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:32.042585] [DEBUG] [LOCAL     ] Loaded configuration for UBND: 6 features, N/A% accuracy
[2025-12-15T20:36:32.042637] [INFO ] [LOCAL     ] UBND: Loaded 6 optimal features with 41.99% confidence from JSON config
[2025-12-15T20:36:32.042669] [DEBUG] [MAG       ] Building data for symbol: UBND with lookback: 0
[2025-12-15T20:36:32.043416] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-15T20:36:32.043476] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-15T20:36:32.044323] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-15T20:36:32.046852] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-15T20:36:32.048550] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-15T20:36:32.049844] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-15T20:36:32.050465] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-15T20:36:32.053248] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:32.191187] [DEBUG] [MAG       ] BGRN: Last date is validated at 2025-12-15
[2025-12-15T20:36:32.226505] [DEBUG] [MAG       ] AVA: Last date is validated at 2025-12-15
[2025-12-15T20:36:32.249181] [DEBUG] [MAG       ] BMRN: Last date is validated at 2025-12-15
[2025-12-15T20:36:32.355127] [DEBUG] [MAG       ] BGRN: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:32.379678] [DEBUG] [MAG       ] UBND: Last date is validated at 2025-12-15
[2025-12-15T20:36:32.388959] [DEBUG] [MAG       ] AVA: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:32.413136] [DEBUG] [MAG       ] BMRN: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:32.414620] [INFO ] [LOCAL     ] BGRN: Saved forecast.
[2025-12-15T20:36:32.414680] [INFO ] [main      ] BGRN: Signal=1 (Conf=90.0%), Magnitude=0.19% (Conf=54.9535%)
[2025-12-15T20:36:32.415017] [INFO ] [main      ] Fetching symbol history for BBCP...
[2025-12-15T20:36:32.415067] [DEBUG] [REMOTE    ] BBCP: Fetching historical data.
[2025-12-15T20:36:32.415651] [INFO ] [main      ] Progress: 361/429 forecasts completed (84.1%). BGRN finished in 0.6s. ETA: 11.5s. Rate: 353.95 forecasts/min
[2025-12-15T20:36:32.427606] [DEBUG] [REMOTE    ] BBCP: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:32.428625] [DEBUG] [LOCAL     ] Loaded configuration for BBCP: 6 features, N/A% accuracy
[2025-12-15T20:36:32.428677] [INFO ] [LOCAL     ] BBCP: Loaded 6 optimal features with 56.34% confidence from JSON config
[2025-12-15T20:36:32.428707] [DEBUG] [MAG       ] Building data for symbol: BBCP with lookback: 0
[2025-12-15T20:36:32.429485] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-15T20:36:32.429552] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:32.434210] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-15T20:36:32.435202] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-15T20:36:32.435919] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-15T20:36:32.438753] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-15T20:36:32.441179] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-15T20:36:32.442805] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:32.470099] [INFO ] [LOCAL     ] AVA: Saved forecast.
[2025-12-15T20:36:32.470165] [INFO ] [main      ] AVA: Signal=1 (Conf=90.0%), Magnitude=0.20% (Conf=57.1347%)
[2025-12-15T20:36:32.470525] [INFO ] [main      ] Fetching symbol history for UPWK...
[2025-12-15T20:36:32.470590] [DEBUG] [REMOTE    ] UPWK: Fetching historical data.
[2025-12-15T20:36:32.470634] [INFO ] [main      ] Progress: 362/429 forecasts completed (84.4%). AVA finished in 0.6s. ETA: 11.3s. Rate: 354.61 forecasts/min
[2025-12-15T20:36:32.484250] [DEBUG] [REMOTE    ] UPWK: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:32.485245] [DEBUG] [LOCAL     ] Loaded configuration for UPWK: 4 features, N/A% accuracy
[2025-12-15T20:36:32.485295] [INFO ] [LOCAL     ] UPWK: Loaded 4 optimal features with 49.36% confidence from JSON config
[2025-12-15T20:36:32.485327] [DEBUG] [MAG       ] Building data for symbol: UPWK with lookback: 0
[2025-12-15T20:36:32.486126] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-15T20:36:32.486184] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-15T20:36:32.487059] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-15T20:36:32.489554] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-15T20:36:32.490274] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-15T20:36:32.491934] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:32.508160] [INFO ] [LOCAL     ] BMRN: Saved forecast.
[2025-12-15T20:36:32.508224] [INFO ] [main      ] BMRN: Signal=1 (Conf=90.0%), Magnitude=-1.11% (Conf=53.3817%)
[2025-12-15T20:36:32.508378] [INFO ] [main      ] Fetching symbol history for MOH...
[2025-12-15T20:36:32.508420] [DEBUG] [REMOTE    ] MOH: Fetching historical data.
[2025-12-15T20:36:32.509621] [INFO ] [main      ] Progress: 363/429 forecasts completed (84.6%). BMRN finished in 0.6s. ETA: 11.1s. Rate: 355.37 forecasts/min
[2025-12-15T20:36:32.521905] [DEBUG] [REMOTE    ] MOH: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:32.523497] [DEBUG] [LOCAL     ] Loaded configuration for MOH: 2 features, N/A% accuracy
[2025-12-15T20:36:32.523557] [INFO ] [LOCAL     ] MOH: Loaded 2 optimal features with 49.48% confidence from JSON config
[2025-12-15T20:36:32.523616] [DEBUG] [MAG       ] Building data for symbol: MOH with lookback: 0
[2025-12-15T20:36:32.524355] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-15T20:36:32.524416] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:32.529232] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-15T20:36:32.545115] [DEBUG] [MAG       ] UBND: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:32.580099] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:32.605981] [INFO ] [LOCAL     ] UBND: Saved forecast.
[2025-12-15T20:36:32.606050] [INFO ] [main      ] UBND: Signal=1 (Conf=90.0%), Magnitude=0.13% (Conf=41.9894%)
[2025-12-15T20:36:32.606213] [INFO ] [main      ] Fetching symbol history for FC...
[2025-12-15T20:36:32.606256] [DEBUG] [REMOTE    ] FC: Fetching historical data.
[2025-12-15T20:36:32.606918] [INFO ] [main      ] Progress: 364/429 forecasts completed (84.8%). UBND finished in 0.6s. ETA: 11.0s. Rate: 355.78 forecasts/min
[2025-12-15T20:36:32.619287] [DEBUG] [REMOTE    ] FC: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:32.620057] [DEBUG] [LOCAL     ] Loaded configuration for FC: 3 features, N/A% accuracy
[2025-12-15T20:36:32.620113] [INFO ] [LOCAL     ] FC: Loaded 3 optimal features with 61.96% confidence from JSON config
[2025-12-15T20:36:32.620146] [DEBUG] [MAG       ] Building data for symbol: FC with lookback: 0
[2025-12-15T20:36:32.620915] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-15T20:36:32.620976] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:32.622667] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:36:32.623179] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-15T20:36:32.624937] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:32.778010] [DEBUG] [MAG       ] BBCP: Last date is validated at 2025-12-15
[2025-12-15T20:36:32.824093] [DEBUG] [MAG       ] UPWK: Last date is validated at 2025-12-15
[2025-12-15T20:36:32.910507] [DEBUG] [MAG       ] MOH: Last date is validated at 2025-12-15
[2025-12-15T20:36:32.942202] [DEBUG] [MAG       ] BBCP: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:32.956118] [DEBUG] [MAG       ] FC: Last date is validated at 2025-12-15
[2025-12-15T20:36:32.987953] [DEBUG] [MAG       ] UPWK: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:33.062561] [INFO ] [LOCAL     ] UPWK: Saved forecast.
[2025-12-15T20:36:33.062655] [INFO ] [main      ] UPWK: Signal=1 (Conf=90.0%), Magnitude=3.20% (Conf=49.3574%)
[2025-12-15T20:36:33.062991] [INFO ] [main      ] Fetching symbol history for SHEN...
[2025-12-15T20:36:33.063041] [DEBUG] [REMOTE    ] SHEN: Fetching historical data.
[2025-12-15T20:36:33.063650] [INFO ] [main      ] Progress: 365/429 forecasts completed (85.1%). UPWK finished in 0.6s. ETA: 10.8s. Rate: 354.12 forecasts/min
[2025-12-15T20:36:33.073212] [DEBUG] [MAG       ] MOH: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:33.075712] [INFO ] [LOCAL     ] BBCP: Saved forecast.
[2025-12-15T20:36:33.075785] [INFO ] [main      ] BBCP: Signal=1 (Conf=90.0%), Magnitude=1.00% (Conf=56.3402%)
[2025-12-15T20:36:33.076196] [INFO ] [main      ] Fetching symbol history for SANM...
[2025-12-15T20:36:33.076250] [DEBUG] [REMOTE    ] SANM: Fetching historical data.
[2025-12-15T20:36:33.076353] [DEBUG] [REMOTE    ] SHEN: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:33.076615] [INFO ] [main      ] Progress: 366/429 forecasts completed (85.3%). BBCP finished in 0.7s. ETA: 10.6s. Rate: 355.02 forecasts/min
[2025-12-15T20:36:33.077348] [DEBUG] [LOCAL     ] Loaded configuration for SHEN: 3 features, N/A% accuracy
[2025-12-15T20:36:33.077399] [INFO ] [LOCAL     ] SHEN: Loaded 3 optimal features with 67.68% confidence from JSON config
[2025-12-15T20:36:33.077430] [DEBUG] [MAG       ] Building data for symbol: SHEN with lookback: 0
[2025-12-15T20:36:33.078231] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-15T20:36:33.078316] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:33.080035] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:36:33.080556] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-15T20:36:33.082211] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:33.089780] [DEBUG] [REMOTE    ] SANM: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:33.090775] [DEBUG] [LOCAL     ] Loaded configuration for SANM: 6 features, N/A% accuracy
[2025-12-15T20:36:33.090828] [INFO ] [LOCAL     ] SANM: Loaded 6 optimal features with 46.81% confidence from JSON config
[2025-12-15T20:36:33.090859] [DEBUG] [MAG       ] Building data for symbol: SANM with lookback: 0
[2025-12-15T20:36:33.091633] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-15T20:36:33.091693] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:33.093349] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:36:33.093879] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:36:33.094267] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-15T20:36:33.118375] [DEBUG] [MAG       ] FC: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:33.132379] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-15T20:36:33.133219] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-15T20:36:33.134439] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:33.198106] [INFO ] [LOCAL     ] FC: Saved forecast.
[2025-12-15T20:36:33.198173] [INFO ] [main      ] FC: Signal=1 (Conf=90.0%), Magnitude=-2.55% (Conf=61.961%)
[2025-12-15T20:36:33.198483] [INFO ] [main      ] Fetching symbol history for TFIN...
[2025-12-15T20:36:33.198532] [DEBUG] [REMOTE    ] TFIN: Fetching historical data.
[2025-12-15T20:36:33.199429] [INFO ] [main      ] Progress: 367/429 forecasts completed (85.5%). FC finished in 0.6s. ETA: 10.5s. Rate: 355.28 forecasts/min
[2025-12-15T20:36:33.204199] [INFO ] [LOCAL     ] MOH: Saved forecast.
[2025-12-15T20:36:33.204265] [INFO ] [main      ] MOH: Signal=1 (Conf=90.0%), Magnitude=1.18% (Conf=49.4823%)
[2025-12-15T20:36:33.204638] [INFO ] [main      ] Fetching symbol history for MKL...
[2025-12-15T20:36:33.204635] [INFO ] [main      ] Progress: 368/429 forecasts completed (85.8%). MOH finished in 0.7s. ETA: 10.3s. Rate: 356.22 forecasts/min
[2025-12-15T20:36:33.204688] [DEBUG] [REMOTE    ] MKL: Fetching historical data.
[2025-12-15T20:36:33.211933] [DEBUG] [REMOTE    ] TFIN: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:33.212837] [DEBUG] [LOCAL     ] Loaded configuration for TFIN: 5 features, N/A% accuracy
[2025-12-15T20:36:33.212887] [INFO ] [LOCAL     ] TFIN: Loaded 5 optimal features with 48.68% confidence from JSON config
[2025-12-15T20:36:33.212927] [DEBUG] [MAG       ] Building data for symbol: TFIN with lookback: 0
[2025-12-15T20:36:33.213700] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-15T20:36:33.213760] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:33.215406] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:36:33.215924] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:36:33.216304] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-15T20:36:33.218377] [DEBUG] [REMOTE    ] MKL: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:33.219242] [DEBUG] [LOCAL     ] Loaded configuration for MKL: 2 features, N/A% accuracy
[2025-12-15T20:36:33.219295] [INFO ] [LOCAL     ] MKL: Loaded 2 optimal features with 56.08% confidence from JSON config
[2025-12-15T20:36:33.219325] [DEBUG] [MAG       ] Building data for symbol: MKL with lookback: 0
[2025-12-15T20:36:33.220102] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-15T20:36:33.220174] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-15T20:36:33.222100] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-15T20:36:33.226307] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:33.254345] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-15T20:36:33.302400] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:33.412012] [DEBUG] [MAG       ] SHEN: Last date is validated at 2025-12-15
[2025-12-15T20:36:33.465754] [DEBUG] [MAG       ] SANM: Last date is validated at 2025-12-15
[2025-12-15T20:36:33.555811] [DEBUG] [MAG       ] MKL: Last date is validated at 2025-12-15
[2025-12-15T20:36:33.576746] [DEBUG] [MAG       ] SHEN: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:33.629259] [DEBUG] [MAG       ] TFIN: Last date is validated at 2025-12-15
[2025-12-15T20:36:33.631620] [DEBUG] [MAG       ] SANM: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:33.642974] [INFO ] [LOCAL     ] SHEN: Saved forecast.
[2025-12-15T20:36:33.643039] [INFO ] [main      ] SHEN: Signal=1 (Conf=90.0%), Magnitude=2.48% (Conf=67.6768%)
[2025-12-15T20:36:33.643407] [INFO ] [main      ] Fetching symbol history for DTIL...
[2025-12-15T20:36:33.643460] [DEBUG] [REMOTE    ] DTIL: Fetching historical data.
[2025-12-15T20:36:33.643662] [INFO ] [main      ] Progress: 369/429 forecasts completed (86.0%). SHEN finished in 0.6s. ETA: 10.2s. Rate: 354.68 forecasts/min
[2025-12-15T20:36:33.655982] [DEBUG] [REMOTE    ] DTIL: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:33.656853] [DEBUG] [LOCAL     ] Loaded configuration for DTIL: 2 features, N/A% accuracy
[2025-12-15T20:36:33.657224] [INFO ] [LOCAL     ] DTIL: Loaded 2 optimal features with 55.74% confidence from JSON config
[2025-12-15T20:36:33.657258] [DEBUG] [MAG       ] Building data for symbol: DTIL with lookback: 0
[2025-12-15T20:36:33.658036] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-15T20:36:33.658093] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:33.662848] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-15T20:36:33.664105] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:33.721808] [DEBUG] [MAG       ] MKL: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:33.764873] [INFO ] [LOCAL     ] SANM: Saved forecast.
[2025-12-15T20:36:33.764943] [INFO ] [main      ] SANM: Signal=1 (Conf=90.0%), Magnitude=-5.35% (Conf=46.8081%)
[2025-12-15T20:36:33.765328] [INFO ] [main      ] Fetching symbol history for DASH...
[2025-12-15T20:36:33.765380] [DEBUG] [REMOTE    ] DASH: Fetching historical data.
[2025-12-15T20:36:33.766295] [INFO ] [main      ] Progress: 370/429 forecasts completed (86.2%). SANM finished in 0.7s. ETA: 10.0s. Rate: 354.94 forecasts/min
[2025-12-15T20:36:33.778988] [DEBUG] [REMOTE    ] DASH: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:33.780022] [DEBUG] [LOCAL     ] Loaded configuration for DASH: 3 features, N/A% accuracy
[2025-12-15T20:36:33.780407] [INFO ] [LOCAL     ] DASH: Loaded 3 optimal features with 68.08% confidence from JSON config
[2025-12-15T20:36:33.780442] [DEBUG] [MAG       ] Building data for symbol: DASH with lookback: 0
[2025-12-15T20:36:33.781252] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-15T20:36:33.781311] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:33.786414] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-15T20:36:33.787550] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-15T20:36:33.789442] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:33.797301] [DEBUG] [MAG       ] TFIN: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:33.897361] [INFO ] [LOCAL     ] TFIN: Saved forecast.
[2025-12-15T20:36:33.897426] [INFO ] [main      ] TFIN: Signal=1 (Conf=90.0%), Magnitude=5.23% (Conf=48.6796%)
[2025-12-15T20:36:33.897598] [INFO ] [main      ] Fetching symbol history for CWCO...
[2025-12-15T20:36:33.897642] [DEBUG] [REMOTE    ] CWCO: Fetching historical data.
[2025-12-15T20:36:33.898295] [INFO ] [main      ] Progress: 371/429 forecasts completed (86.5%). TFIN finished in 0.7s. ETA: 9.8s. Rate: 355.15 forecasts/min
[2025-12-15T20:36:33.910687] [DEBUG] [REMOTE    ] CWCO: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:33.911524] [DEBUG] [LOCAL     ] Loaded configuration for CWCO: 1 features, N/A% accuracy
[2025-12-15T20:36:33.911596] [INFO ] [LOCAL     ] CWCO: Loaded 1 optimal features with 47.40% confidence from JSON config
[2025-12-15T20:36:33.911806] [DEBUG] [MAG       ] Building data for symbol: CWCO with lookback: 0
[2025-12-15T20:36:33.912558] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-15T20:36:33.912640] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-15T20:36:33.919908] [INFO ] [LOCAL     ] MKL: Saved forecast.
[2025-12-15T20:36:33.919983] [INFO ] [main      ] MKL: Signal=1 (Conf=90.0%), Magnitude=-1.70% (Conf=56.081%)
[2025-12-15T20:36:33.920329] [INFO ] [main      ] Fetching symbol history for RES...
[2025-12-15T20:36:33.920387] [DEBUG] [REMOTE    ] RES: Fetching historical data.
[2025-12-15T20:36:33.920641] [INFO ] [main      ] Progress: 372/429 forecasts completed (86.7%). MKL finished in 0.7s. ETA: 9.6s. Rate: 355.98 forecasts/min
[2025-12-15T20:36:33.933766] [DEBUG] [REMOTE    ] RES: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:33.934651] [DEBUG] [LOCAL     ] Loaded configuration for RES: 4 features, N/A% accuracy
[2025-12-15T20:36:33.934702] [INFO ] [LOCAL     ] RES: Loaded 4 optimal features with 47.36% confidence from JSON config
[2025-12-15T20:36:33.934733] [DEBUG] [MAG       ] Building data for symbol: RES with lookback: 0
[2025-12-15T20:36:33.935517] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-15T20:36:33.935601] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:33.937267] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:36:33.937823] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:36:33.938210] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-15T20:36:33.943936] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:33.993912] [DEBUG] [MAG       ] DTIL: Last date is validated at 2025-12-15
[2025-12-15T20:36:34.019136] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:34.131004] [DEBUG] [MAG       ] DASH: Last date is validated at 2025-12-15
[2025-12-15T20:36:34.159040] [DEBUG] [MAG       ] DTIL: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:34.220905] [INFO ] [LOCAL     ] DTIL: Saved forecast.
[2025-12-15T20:36:34.220995] [INFO ] [main      ] DTIL: Signal=1 (Conf=90.0%), Magnitude=-0.64% (Conf=55.7434%)
[2025-12-15T20:36:34.221154] [INFO ] [main      ] Fetching symbol history for AMWL...
[2025-12-15T20:36:34.221196] [DEBUG] [REMOTE    ] AMWL: Fetching historical data.
[2025-12-15T20:36:34.222675] [INFO ] [main      ] Progress: 373/429 forecasts completed (86.9%). DTIL finished in 0.6s. ETA: 9.5s. Rate: 355.23 forecasts/min
[2025-12-15T20:36:34.234544] [DEBUG] [REMOTE    ] AMWL: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:34.235551] [DEBUG] [LOCAL     ] Loaded configuration for AMWL: 5 features, N/A% accuracy
[2025-12-15T20:36:34.235624] [INFO ] [LOCAL     ] AMWL: Loaded 5 optimal features with 55.29% confidence from JSON config
[2025-12-15T20:36:34.235655] [DEBUG] [MAG       ] Building data for symbol: AMWL with lookback: 0
[2025-12-15T20:36:34.236408] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-15T20:36:34.236467] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:34.241216] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-15T20:36:34.242019] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-15T20:36:34.244281] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-15T20:36:34.277251] [DEBUG] [MAG       ] RES: Last date is validated at 2025-12-15
[2025-12-15T20:36:34.300030] [DEBUG] [MAG       ] DASH: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:34.352178] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-15T20:36:34.352188] [DEBUG] [MAG       ] CWCO: Last date is validated at 2025-12-15
[2025-12-15T20:36:34.352935] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:34.418128] [INFO ] [LOCAL     ] DASH: Saved forecast.
[2025-12-15T20:36:34.418196] [INFO ] [main      ] DASH: Signal=1 (Conf=90.0%), Magnitude=-0.26% (Conf=68.0828%)
[2025-12-15T20:36:34.418548] [INFO ] [main      ] Fetching symbol history for CADE...
[2025-12-15T20:36:34.418615] [DEBUG] [REMOTE    ] CADE: Fetching historical data.
[2025-12-15T20:36:34.418656] [INFO ] [main      ] Progress: 374/429 forecasts completed (87.2%). DASH finished in 0.7s. ETA: 9.3s. Rate: 355.07 forecasts/min
[2025-12-15T20:36:34.431733] [DEBUG] [REMOTE    ] CADE: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:34.432761] [DEBUG] [LOCAL     ] Loaded configuration for CADE: 8 features, N/A% accuracy
[2025-12-15T20:36:34.432813] [INFO ] [LOCAL     ] CADE: Loaded 8 optimal features with 38.78% confidence from JSON config
[2025-12-15T20:36:34.432844] [DEBUG] [MAG       ] Building data for symbol: CADE with lookback: 0
[2025-12-15T20:36:34.433646] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-15T20:36:34.433708] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:34.435390] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:36:34.435941] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:36:34.436340] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-15T20:36:34.437244] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-15T20:36:34.438049] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-15T20:36:34.439228] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-15T20:36:34.440835] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-15T20:36:34.441445] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:34.442896] [DEBUG] [MAG       ] RES: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:34.501033] [INFO ] [LOCAL     ] RES: Saved forecast.
[2025-12-15T20:36:34.501101] [INFO ] [main      ] RES: Signal=1 (Conf=90.0%), Magnitude=-1.39% (Conf=47.3624%)
[2025-12-15T20:36:34.501469] [INFO ] [main      ] Fetching symbol history for SAFE...
[2025-12-15T20:36:34.501539] [DEBUG] [REMOTE    ] SAFE: Fetching historical data.
[2025-12-15T20:36:34.501658] [INFO ] [main      ] Progress: 375/429 forecasts completed (87.4%). RES finished in 0.6s. ETA: 9.1s. Rate: 355.56 forecasts/min
[2025-12-15T20:36:34.515289] [DEBUG] [REMOTE    ] SAFE: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:34.516364] [DEBUG] [LOCAL     ] Loaded configuration for SAFE: 3 features, N/A% accuracy
[2025-12-15T20:36:34.516416] [INFO ] [LOCAL     ] SAFE: Loaded 3 optimal features with 54.64% confidence from JSON config
[2025-12-15T20:36:34.516446] [DEBUG] [MAG       ] Building data for symbol: SAFE with lookback: 0
[2025-12-15T20:36:34.517587] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-15T20:36:34.517647] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:34.522436] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-15T20:36:34.523762] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-15T20:36:34.526145] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:34.576858] [DEBUG] [MAG       ] CWCO: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:34.649701] [INFO ] [LOCAL     ] CWCO: Saved forecast.
[2025-12-15T20:36:34.649767] [INFO ] [main      ] CWCO: Signal=1 (Conf=90.0%), Magnitude=2.04% (Conf=47.3983%)
[2025-12-15T20:36:34.650078] [INFO ] [main      ] Fetching symbol history for QVCC...
[2025-12-15T20:36:34.650126] [DEBUG] [REMOTE    ] QVCC: Fetching historical data.
[2025-12-15T20:36:34.650948] [INFO ] [main      ] Progress: 376/429 forecasts completed (87.6%). CWCO finished in 0.8s. ETA: 8.9s. Rate: 355.67 forecasts/min
[2025-12-15T20:36:34.663539] [DEBUG] [REMOTE    ] QVCC: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:34.664806] [DEBUG] [LOCAL     ] Loaded configuration for QVCC: 6 features, N/A% accuracy
[2025-12-15T20:36:34.664862] [INFO ] [LOCAL     ] QVCC: Loaded 6 optimal features with 55.81% confidence from JSON config
[2025-12-15T20:36:34.664894] [DEBUG] [MAG       ] Building data for symbol: QVCC with lookback: 0
[2025-12-15T20:36:34.665708] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-15T20:36:34.665769] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-15T20:36:34.666626] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-15T20:36:34.667876] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-15T20:36:34.669092] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-15T20:36:34.671900] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-15T20:36:34.674180] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-15T20:36:34.675815] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:34.684709] [DEBUG] [MAG       ] AMWL: Last date is validated at 2025-12-15
[2025-12-15T20:36:34.779930] [DEBUG] [MAG       ] CADE: Last date is validated at 2025-12-15
[2025-12-15T20:36:34.850378] [DEBUG] [MAG       ] AMWL: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:34.860694] [DEBUG] [MAG       ] SAFE: Last date is validated at 2025-12-15
[2025-12-15T20:36:34.918686] [INFO ] [LOCAL     ] AMWL: Saved forecast.
[2025-12-15T20:36:34.918753] [INFO ] [main      ] AMWL: Signal=1 (Conf=90.0%), Magnitude=-0.03% (Conf=55.2857%)
[2025-12-15T20:36:34.919104] [INFO ] [main      ] Fetching symbol history for HSAI...
[2025-12-15T20:36:34.919154] [DEBUG] [REMOTE    ] HSAI: Fetching historical data.
[2025-12-15T20:36:34.919659] [INFO ] [main      ] Progress: 377/429 forecasts completed (87.9%). AMWL finished in 0.7s. ETA: 8.8s. Rate: 355.11 forecasts/min
[2025-12-15T20:36:34.932077] [DEBUG] [REMOTE    ] HSAI: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:34.933127] [DEBUG] [LOCAL     ] Loaded configuration for HSAI: 2 features, N/A% accuracy
[2025-12-15T20:36:34.933176] [INFO ] [LOCAL     ] HSAI: Loaded 2 optimal features with 63.94% confidence from JSON config
[2025-12-15T20:36:34.933207] [DEBUG] [MAG       ] Building data for symbol: HSAI with lookback: 0
[2025-12-15T20:36:34.933977] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-15T20:36:34.934034] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-15T20:36:34.934902] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-15T20:36:34.951014] [DEBUG] [MAG       ] CADE: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:34.973881] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:35.003623] [DEBUG] [MAG       ] QVCC: Last date is validated at 2025-12-15
[2025-12-15T20:36:35.029194] [DEBUG] [MAG       ] SAFE: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:35.037094] [INFO ] [LOCAL     ] CADE: Saved forecast.
[2025-12-15T20:36:35.037163] [INFO ] [main      ] CADE: Signal=1 (Conf=90.0%), Magnitude=-0.51% (Conf=38.7848%)
[2025-12-15T20:36:35.037548] [INFO ] [main      ] Fetching symbol history for CVAC...
[2025-12-15T20:36:35.037618] [DEBUG] [REMOTE    ] CVAC: Fetching historical data.
[2025-12-15T20:36:35.037638] [INFO ] [main      ] Progress: 378/429 forecasts completed (88.1%). CADE finished in 0.6s. ETA: 8.6s. Rate: 355.39 forecasts/min
[2025-12-15T20:36:35.050987] [DEBUG] [REMOTE    ] CVAC: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:35.051881] [DEBUG] [LOCAL     ] Loaded configuration for CVAC: 9 features, N/A% accuracy
[2025-12-15T20:36:35.051933] [INFO ] [LOCAL     ] CVAC: Loaded 9 optimal features with 53.86% confidence from JSON config
[2025-12-15T20:36:35.051964] [DEBUG] [MAG       ] Building data for symbol: CVAC with lookback: 0
[2025-12-15T20:36:35.052748] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-15T20:36:35.052812] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:35.057616] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:35.059404] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:36:35.059909] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:36:35.060302] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-15T20:36:35.061044] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-15T20:36:35.061928] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-15T20:36:35.063880] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-15T20:36:35.065245] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-15T20:36:35.066834] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:35.100609] [INFO ] [LOCAL     ] SAFE: Saved forecast.
[2025-12-15T20:36:35.100680] [INFO ] [main      ] SAFE: Signal=1 (Conf=90.0%), Magnitude=-1.80% (Conf=54.6429%)
[2025-12-15T20:36:35.100842] [INFO ] [main      ] Fetching symbol history for AYI...
[2025-12-15T20:36:35.100884] [DEBUG] [REMOTE    ] AYI: Fetching historical data.
[2025-12-15T20:36:35.103644] [INFO ] [main      ] Progress: 379/429 forecasts completed (88.3%). SAFE finished in 0.6s. ETA: 8.4s. Rate: 355.96 forecasts/min
[2025-12-15T20:36:35.113747] [DEBUG] [REMOTE    ] AYI: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:35.114634] [DEBUG] [LOCAL     ] Loaded configuration for AYI: 5 features, N/A% accuracy
[2025-12-15T20:36:35.114684] [INFO ] [LOCAL     ] AYI: Loaded 5 optimal features with 55.26% confidence from JSON config
[2025-12-15T20:36:35.114715] [DEBUG] [MAG       ] Building data for symbol: AYI with lookback: 0
[2025-12-15T20:36:35.115455] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-15T20:36:35.115514] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:35.120287] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:35.122021] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:36:35.122502] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-15T20:36:35.123402] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-15T20:36:35.124105] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:35.168983] [DEBUG] [MAG       ] QVCC: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:35.233518] [INFO ] [LOCAL     ] QVCC: Saved forecast.
[2025-12-15T20:36:35.233602] [INFO ] [main      ] QVCC: Signal=1 (Conf=90.0%), Magnitude=3.98% (Conf=55.8061%)
[2025-12-15T20:36:35.233956] [INFO ] [main      ] Progress: 380/429 forecasts completed (88.6%). QVCC finished in 0.6s. ETA: 8.3s. Rate: 356.18 forecasts/min
[2025-12-15T20:36:35.234110] [INFO ] [main      ] Fetching symbol history for BRZE...
[2025-12-15T20:36:35.234153] [DEBUG] [REMOTE    ] BRZE: Fetching historical data.
[2025-12-15T20:36:35.247672] [DEBUG] [REMOTE    ] BRZE: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:35.248800] [DEBUG] [LOCAL     ] Loaded configuration for BRZE: 6 features, N/A% accuracy
[2025-12-15T20:36:35.248853] [INFO ] [LOCAL     ] BRZE: Loaded 6 optimal features with 56.40% confidence from JSON config
[2025-12-15T20:36:35.248884] [DEBUG] [MAG       ] Building data for symbol: BRZE with lookback: 0
[2025-12-15T20:36:35.249722] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-15T20:36:35.249783] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:35.254480] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-15T20:36:35.256174] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-15T20:36:35.256951] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-15T20:36:35.258218] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-15T20:36:35.260549] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-15T20:36:35.261866] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:35.305007] [DEBUG] [MAG       ] HSAI: Last date is validated at 2025-12-15
[2025-12-15T20:36:35.402941] [DEBUG] [MAG       ] CVAC: Last date is validated at 2025-12-15
[2025-12-15T20:36:35.466922] [DEBUG] [MAG       ] AYI: Last date is validated at 2025-12-15
[2025-12-15T20:36:35.470733] [DEBUG] [MAG       ] HSAI: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:35.555220] [INFO ] [LOCAL     ] HSAI: Saved forecast.
[2025-12-15T20:36:35.555290] [INFO ] [main      ] HSAI: Signal=1 (Conf=90.0%), Magnitude=2.40% (Conf=63.9359%)
[2025-12-15T20:36:35.555701] [INFO ] [main      ] Fetching symbol history for SUPN...
[2025-12-15T20:36:35.555752] [DEBUG] [REMOTE    ] SUPN: Fetching historical data.
[2025-12-15T20:36:35.556657] [INFO ] [main      ] Progress: 381/429 forecasts completed (88.8%). HSAI finished in 0.6s. ETA: 8.1s. Rate: 355.32 forecasts/min
[2025-12-15T20:36:35.568720] [DEBUG] [REMOTE    ] SUPN: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:35.569859] [DEBUG] [LOCAL     ] Loaded configuration for SUPN: 9 features, N/A% accuracy
[2025-12-15T20:36:35.569914] [INFO ] [LOCAL     ] SUPN: Loaded 9 optimal features with 54.04% confidence from JSON config
[2025-12-15T20:36:35.569946] [DEBUG] [MAG       ] Building data for symbol: SUPN with lookback: 0
[2025-12-15T20:36:35.570736] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-15T20:36:35.570797] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:35.572189] [DEBUG] [MAG       ] CVAC: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:35.575494] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:35.577245] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:36:35.577738] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:36:35.578114] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-15T20:36:35.578843] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-15T20:36:35.591170] [DEBUG] [MAG       ] BRZE: Last date is validated at 2025-12-15
[2025-12-15T20:36:35.616638] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-15T20:36:35.618219] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-15T20:36:35.620897] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-15T20:36:35.622516] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:35.635189] [DEBUG] [MAG       ] AYI: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:35.638393] [INFO ] [LOCAL     ] CVAC: Saved forecast.
[2025-12-15T20:36:35.638460] [INFO ] [main      ] CVAC: Signal=1 (Conf=90.0%), Magnitude=-6.69% (Conf=53.8556%)
[2025-12-15T20:36:35.638887] [INFO ] [main      ] Fetching symbol history for PFD...
[2025-12-15T20:36:35.638938] [DEBUG] [REMOTE    ] PFD: Fetching historical data.
[2025-12-15T20:36:35.639658] [INFO ] [main      ] Progress: 382/429 forecasts completed (89.0%). CVAC finished in 0.6s. ETA: 7.9s. Rate: 355.80 forecasts/min
[2025-12-15T20:36:35.651779] [DEBUG] [REMOTE    ] PFD: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:35.652870] [DEBUG] [LOCAL     ] Loaded configuration for PFD: 3 features, N/A% accuracy
[2025-12-15T20:36:35.652921] [INFO ] [LOCAL     ] PFD: Loaded 3 optimal features with 37.59% confidence from JSON config
[2025-12-15T20:36:35.652951] [DEBUG] [MAG       ] Building data for symbol: PFD with lookback: 0
[2025-12-15T20:36:35.653730] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-15T20:36:35.653788] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:35.655425] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:36:35.655953] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-15T20:36:35.658311] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:35.755284] [DEBUG] [MAG       ] BRZE: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:35.763440] [INFO ] [LOCAL     ] AYI: Saved forecast.
[2025-12-15T20:36:35.763508] [INFO ] [main      ] AYI: Signal=1 (Conf=90.0%), Magnitude=1.53% (Conf=55.26%)
[2025-12-15T20:36:35.763876] [INFO ] [main      ] Fetching symbol history for DHI...
[2025-12-15T20:36:35.763927] [DEBUG] [REMOTE    ] DHI: Fetching historical data.
[2025-12-15T20:36:35.764646] [INFO ] [main      ] Progress: 383/429 forecasts completed (89.3%). AYI finished in 0.7s. ETA: 7.8s. Rate: 356.04 forecasts/min
[2025-12-15T20:36:35.778186] [DEBUG] [REMOTE    ] DHI: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:35.780079] [DEBUG] [LOCAL     ] Loaded configuration for DHI: 5 features, N/A% accuracy
[2025-12-15T20:36:35.780131] [INFO ] [LOCAL     ] DHI: Loaded 5 optimal features with 50.77% confidence from JSON config
[2025-12-15T20:36:35.780161] [DEBUG] [MAG       ] Building data for symbol: DHI with lookback: 0
[2025-12-15T20:36:35.780945] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-15T20:36:35.781004] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:35.785729] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:35.787460] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:36:35.787976] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-15T20:36:35.847138] [INFO ] [LOCAL     ] BRZE: Saved forecast.
[2025-12-15T20:36:35.847203] [INFO ] [main      ] BRZE: Signal=1 (Conf=90.0%), Magnitude=-3.13% (Conf=56.3953%)
[2025-12-15T20:36:35.847358] [INFO ] [main      ] Fetching symbol history for ARVN...
[2025-12-15T20:36:35.847408] [DEBUG] [REMOTE    ] ARVN: Fetching historical data.
[2025-12-15T20:36:35.848654] [INFO ] [main      ] Progress: 384/429 forecasts completed (89.5%). BRZE finished in 0.6s. ETA: 7.6s. Rate: 356.50 forecasts/min
[2025-12-15T20:36:35.861292] [DEBUG] [REMOTE    ] ARVN: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:35.862069] [DEBUG] [LOCAL     ] Loaded configuration for ARVN: 4 features, N/A% accuracy
[2025-12-15T20:36:35.862118] [INFO ] [LOCAL     ] ARVN: Loaded 4 optimal features with 52.03% confidence from JSON config
[2025-12-15T20:36:35.862148] [DEBUG] [MAG       ] Building data for symbol: ARVN with lookback: 0
[2025-12-15T20:36:35.866737] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-15T20:36:35.866796] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:35.871604] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-15T20:36:35.872524] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-15T20:36:35.873537] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-15T20:36:35.874205] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:35.897717] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-15T20:36:35.900657] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:35.953695] [DEBUG] [MAG       ] SUPN: Last date is validated at 2025-12-15
[2025-12-15T20:36:36.007500] [DEBUG] [MAG       ] PFD: Last date is validated at 2025-12-15
[2025-12-15T20:36:36.120318] [DEBUG] [MAG       ] SUPN: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:36.176665] [DEBUG] [MAG       ] PFD: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:36.203744] [DEBUG] [MAG       ] ARVN: Last date is validated at 2025-12-15
[2025-12-15T20:36:36.221000] [INFO ] [LOCAL     ] SUPN: Saved forecast.
[2025-12-15T20:36:36.221066] [INFO ] [main      ] SUPN: Signal=1 (Conf=90.0%), Magnitude=-0.31% (Conf=54.0423%)
[2025-12-15T20:36:36.221393] [INFO ] [main      ] Fetching symbol history for SKLZ...
[2025-12-15T20:36:36.221443] [DEBUG] [REMOTE    ] SKLZ: Fetching historical data.
[2025-12-15T20:36:36.222292] [INFO ] [main      ] Progress: 385/429 forecasts completed (89.7%). SUPN finished in 0.7s. ETA: 7.4s. Rate: 355.38 forecasts/min
[2025-12-15T20:36:36.231859] [INFO ] [LOCAL     ] PFD: Saved forecast.
[2025-12-15T20:36:36.231928] [INFO ] [main      ] PFD: Signal=1 (Conf=90.0%), Magnitude=-0.22% (Conf=37.5869%)
[2025-12-15T20:36:36.232293] [INFO ] [main      ] Fetching symbol history for LAES...
[2025-12-15T20:36:36.232344] [DEBUG] [REMOTE    ] LAES: Fetching historical data.
[2025-12-15T20:36:36.232387] [DEBUG] [MAG       ] DHI: Last date is validated at 2025-12-15
[2025-12-15T20:36:36.232693] [INFO ] [main      ] Progress: 386/429 forecasts completed (90.0%). PFD finished in 0.6s. ETA: 7.2s. Rate: 356.24 forecasts/min
[2025-12-15T20:36:36.236725] [DEBUG] [REMOTE    ] SKLZ: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:36.238617] [DEBUG] [LOCAL     ] Loaded configuration for SKLZ: 2 features, N/A% accuracy
[2025-12-15T20:36:36.238673] [INFO ] [LOCAL     ] SKLZ: Loaded 2 optimal features with 44.88% confidence from JSON config
[2025-12-15T20:36:36.238704] [DEBUG] [MAG       ] Building data for symbol: SKLZ with lookback: 0
[2025-12-15T20:36:36.239512] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-15T20:36:36.239594] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:36.244260] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-15T20:36:36.245242] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:36.248720] [DEBUG] [REMOTE    ] LAES: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:36.249626] [DEBUG] [LOCAL     ] Loaded configuration for LAES: 5 features, N/A% accuracy
[2025-12-15T20:36:36.249685] [INFO ] [LOCAL     ] LAES: Loaded 5 optimal features with 56.01% confidence from JSON config
[2025-12-15T20:36:36.249715] [DEBUG] [MAG       ] Building data for symbol: LAES with lookback: 0
[2025-12-15T20:36:36.250548] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-15T20:36:36.250642] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:36.252346] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:36:36.252916] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:36:36.253371] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:36:36.254124] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-15T20:36:36.254959] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:36.371691] [DEBUG] [MAG       ] ARVN: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:36.397667] [DEBUG] [MAG       ] DHI: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:36.459511] [INFO ] [LOCAL     ] ARVN: Saved forecast.
[2025-12-15T20:36:36.459593] [INFO ] [main      ] ARVN: Signal=1 (Conf=90.0%), Magnitude=10.35% (Conf=52.0271%)
[2025-12-15T20:36:36.459971] [INFO ] [main      ] Fetching symbol history for CGON...
[2025-12-15T20:36:36.460021] [DEBUG] [REMOTE    ] CGON: Fetching historical data.
[2025-12-15T20:36:36.460655] [INFO ] [main      ] Progress: 387/429 forecasts completed (90.2%). ARVN finished in 0.6s. ETA: 7.1s. Rate: 355.92 forecasts/min
[2025-12-15T20:36:36.473616] [DEBUG] [REMOTE    ] CGON: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:36.474525] [DEBUG] [LOCAL     ] Loaded configuration for CGON: 1 features, N/A% accuracy
[2025-12-15T20:36:36.474591] [INFO ] [LOCAL     ] CGON: Loaded 1 optimal features with 49.72% confidence from JSON config
[2025-12-15T20:36:36.474625] [DEBUG] [MAG       ] Building data for symbol: CGON with lookback: 0
[2025-12-15T20:36:36.475373] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-15T20:36:36.475436] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-15T20:36:36.477820] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:36.513290] [INFO ] [LOCAL     ] DHI: Saved forecast.
[2025-12-15T20:36:36.513356] [INFO ] [main      ] DHI: Signal=1 (Conf=90.0%), Magnitude=2.54% (Conf=50.7726%)
[2025-12-15T20:36:36.513796] [INFO ] [main      ] Fetching symbol history for NVDD...
[2025-12-15T20:36:36.513847] [DEBUG] [REMOTE    ] NVDD: Fetching historical data.
[2025-12-15T20:36:36.514629] [INFO ] [main      ] Progress: 388/429 forecasts completed (90.4%). DHI finished in 0.7s. ETA: 6.9s. Rate: 356.54 forecasts/min
[2025-12-15T20:36:36.526878] [DEBUG] [REMOTE    ] NVDD: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:36.528517] [DEBUG] [LOCAL     ] Loaded configuration for NVDD: 5 features, N/A% accuracy
[2025-12-15T20:36:36.528589] [INFO ] [LOCAL     ] NVDD: Loaded 5 optimal features with 76.28% confidence from JSON config
[2025-12-15T20:36:36.528645] [DEBUG] [MAG       ] Building data for symbol: NVDD with lookback: 0
[2025-12-15T20:36:36.529531] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-15T20:36:36.529632] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:36.534460] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-15T20:36:36.535467] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-15T20:36:36.537907] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-15T20:36:36.539566] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-15T20:36:36.540261] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:36.574592] [DEBUG] [MAG       ] SKLZ: Last date is validated at 2025-12-15
[2025-12-15T20:36:36.664589] [DEBUG] [MAG       ] LAES: Last date is validated at 2025-12-15
[2025-12-15T20:36:36.738387] [DEBUG] [MAG       ] SKLZ: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:36.800260] [INFO ] [LOCAL     ] SKLZ: Saved forecast.
[2025-12-15T20:36:36.800325] [INFO ] [main      ] SKLZ: Signal=1 (Conf=90.0%), Magnitude=-4.69% (Conf=44.8838%)
[2025-12-15T20:36:36.800645] [INFO ] [main      ] Fetching symbol history for ED...
[2025-12-15T20:36:36.800713] [DEBUG] [REMOTE    ] ED: Fetching historical data.
[2025-12-15T20:36:36.801567] [INFO ] [main      ] Progress: 389/429 forecasts completed (90.7%). SKLZ finished in 0.6s. ETA: 6.7s. Rate: 355.90 forecasts/min
[2025-12-15T20:36:36.806392] [DEBUG] [MAG       ] CGON: Last date is validated at 2025-12-15
[2025-12-15T20:36:36.813854] [DEBUG] [REMOTE    ] ED: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:36.814902] [DEBUG] [LOCAL     ] Loaded configuration for ED: 3 features, N/A% accuracy
[2025-12-15T20:36:36.814953] [INFO ] [LOCAL     ] ED: Loaded 3 optimal features with 64.92% confidence from JSON config
[2025-12-15T20:36:36.814985] [DEBUG] [MAG       ] Building data for symbol: ED with lookback: 0
[2025-12-15T20:36:36.815760] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-15T20:36:36.815818] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:36.820477] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-15T20:36:36.822314] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-15T20:36:36.823432] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:36.834718] [DEBUG] [MAG       ] LAES: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:36.878311] [DEBUG] [MAG       ] NVDD: Last date is validated at 2025-12-15
[2025-12-15T20:36:36.909739] [INFO ] [LOCAL     ] LAES: Saved forecast.
[2025-12-15T20:36:36.909808] [INFO ] [main      ] LAES: Signal=1 (Conf=90.0%), Magnitude=-7.98% (Conf=56.0055%)
[2025-12-15T20:36:36.910156] [INFO ] [main      ] Fetching symbol history for VGSH...
[2025-12-15T20:36:36.910208] [DEBUG] [REMOTE    ] VGSH: Fetching historical data.
[2025-12-15T20:36:36.910661] [INFO ] [main      ] Progress: 390/429 forecasts completed (90.9%). LAES finished in 0.7s. ETA: 6.6s. Rate: 356.22 forecasts/min
[2025-12-15T20:36:36.923525] [DEBUG] [REMOTE    ] VGSH: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:36.925030] [DEBUG] [LOCAL     ] Loaded configuration for VGSH: 1 features, N/A% accuracy
[2025-12-15T20:36:36.925082] [INFO ] [LOCAL     ] VGSH: Loaded 1 optimal features with 23.69% confidence from JSON config
[2025-12-15T20:36:36.925113] [DEBUG] [MAG       ] Building data for symbol: VGSH with lookback: 0
[2025-12-15T20:36:36.925921] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-15T20:36:36.925978] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-15T20:36:36.926702] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:36.968622] [DEBUG] [MAG       ] CGON: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:37.044930] [DEBUG] [MAG       ] NVDD: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:37.066504] [INFO ] [LOCAL     ] CGON: Saved forecast.
[2025-12-15T20:36:37.066569] [INFO ] [main      ] CGON: Signal=1 (Conf=90.0%), Magnitude=3.84% (Conf=49.7247%)
[2025-12-15T20:36:37.066747] [INFO ] [main      ] Fetching symbol history for AG...
[2025-12-15T20:36:37.066790] [DEBUG] [REMOTE    ] AG: Fetching historical data.
[2025-12-15T20:36:37.068660] [INFO ] [main      ] Progress: 391/429 forecasts completed (91.1%). CGON finished in 0.6s. ETA: 6.4s. Rate: 356.28 forecasts/min
[2025-12-15T20:36:37.080009] [DEBUG] [REMOTE    ] AG: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:37.080868] [DEBUG] [LOCAL     ] Loaded configuration for AG: 4 features, N/A% accuracy
[2025-12-15T20:36:37.080971] [INFO ] [LOCAL     ] AG: Loaded 4 optimal features with 56.69% confidence from JSON config
[2025-12-15T20:36:37.081003] [DEBUG] [MAG       ] Building data for symbol: AG with lookback: 0
[2025-12-15T20:36:37.081773] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-15T20:36:37.081831] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:37.083509] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:36:37.084044] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:36:37.084428] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-15T20:36:37.085188] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:37.150669] [INFO ] [LOCAL     ] NVDD: Saved forecast.
[2025-12-15T20:36:37.150745] [INFO ] [main      ] NVDD: Signal=1 (Conf=90.0%), Magnitude=-1.87% (Conf=76.28%)
[2025-12-15T20:36:37.150933] [INFO ] [main      ] Fetching symbol history for SDA...
[2025-12-15T20:36:37.150991] [DEBUG] [REMOTE    ] SDA: Fetching historical data.
[2025-12-15T20:36:37.151924] [INFO ] [main      ] Progress: 392/429 forecasts completed (91.4%). NVDD finished in 0.6s. ETA: 6.2s. Rate: 356.74 forecasts/min
[2025-12-15T20:36:37.155396] [DEBUG] [MAG       ] ED: Last date is validated at 2025-12-15
[2025-12-15T20:36:37.164192] [DEBUG] [REMOTE    ] SDA: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:37.165235] [DEBUG] [LOCAL     ] Loaded configuration for SDA: 2 features, N/A% accuracy
[2025-12-15T20:36:37.165299] [INFO ] [LOCAL     ] SDA: Loaded 2 optimal features with 52.26% confidence from JSON config
[2025-12-15T20:36:37.165338] [DEBUG] [MAG       ] Building data for symbol: SDA with lookback: 0
[2025-12-15T20:36:37.166189] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-15T20:36:37.166253] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:37.171273] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-15T20:36:37.173358] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:37.265987] [DEBUG] [MAG       ] VGSH: Last date is validated at 2025-12-15
[2025-12-15T20:36:37.324485] [DEBUG] [MAG       ] ED: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:37.414021] [DEBUG] [MAG       ] AG: Last date is validated at 2025-12-15
[2025-12-15T20:36:37.414473] [INFO ] [LOCAL     ] ED: Saved forecast.
[2025-12-15T20:36:37.414540] [INFO ] [main      ] ED: Signal=1 (Conf=90.0%), Magnitude=0.83% (Conf=64.9168%)
[2025-12-15T20:36:37.414931] [INFO ] [main      ] Fetching symbol history for HPI...
[2025-12-15T20:36:37.414983] [DEBUG] [REMOTE    ] HPI: Fetching historical data.
[2025-12-15T20:36:37.415658] [INFO ] [main      ] Progress: 393/429 forecasts completed (91.6%). ED finished in 0.6s. ETA: 6.1s. Rate: 356.22 forecasts/min
[2025-12-15T20:36:37.429262] [DEBUG] [REMOTE    ] HPI: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:37.430180] [DEBUG] [LOCAL     ] Loaded configuration for HPI: 3 features, N/A% accuracy
[2025-12-15T20:36:37.430231] [INFO ] [LOCAL     ] HPI: Loaded 3 optimal features with 47.14% confidence from JSON config
[2025-12-15T20:36:37.430263] [DEBUG] [MAG       ] Building data for symbol: HPI with lookback: 0
[2025-12-15T20:36:37.430833] [DEBUG] [MAG       ] VGSH: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:37.431052] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-15T20:36:37.431113] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:37.436001] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-15T20:36:37.437303] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-15T20:36:37.438566] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:37.481049] [INFO ] [LOCAL     ] VGSH: Saved forecast.
[2025-12-15T20:36:37.481118] [INFO ] [main      ] VGSH: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=23.6865%)
[2025-12-15T20:36:37.481549] [INFO ] [main      ] Fetching symbol history for CASS...
[2025-12-15T20:36:37.481617] [DEBUG] [REMOTE    ] CASS: Fetching historical data.
[2025-12-15T20:36:37.481683] [INFO ] [main      ] Progress: 394/429 forecasts completed (91.8%). VGSH finished in 0.6s. ETA: 5.9s. Rate: 356.77 forecasts/min
[2025-12-15T20:36:37.494261] [DEBUG] [REMOTE    ] CASS: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:37.495140] [DEBUG] [LOCAL     ] Loaded configuration for CASS: 5 features, N/A% accuracy
[2025-12-15T20:36:37.495190] [INFO ] [LOCAL     ] CASS: Loaded 5 optimal features with 53.63% confidence from JSON config
[2025-12-15T20:36:37.495221] [DEBUG] [MAG       ] Building data for symbol: CASS with lookback: 0
[2025-12-15T20:36:37.495995] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-15T20:36:37.496069] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-15T20:36:37.496662] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-15T20:36:37.499399] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-15T20:36:37.501427] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-15T20:36:37.503615] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-15T20:36:37.505151] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:37.515303] [DEBUG] [MAG       ] SDA: Last date is validated at 2025-12-15
[2025-12-15T20:36:37.575985] [DEBUG] [MAG       ] AG: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:37.643909] [INFO ] [LOCAL     ] AG: Saved forecast.
[2025-12-15T20:36:37.643976] [INFO ] [main      ] AG: Signal=1 (Conf=90.0%), Magnitude=-0.43% (Conf=56.69%)
[2025-12-15T20:36:37.644330] [INFO ] [main      ] Fetching symbol history for KBWD...
[2025-12-15T20:36:37.644379] [DEBUG] [REMOTE    ] KBWD: Fetching historical data.
[2025-12-15T20:36:37.644656] [INFO ] [main      ] Progress: 395/429 forecasts completed (92.1%). AG finished in 0.6s. ETA: 5.7s. Rate: 356.80 forecasts/min
[2025-12-15T20:36:37.663967] [DEBUG] [REMOTE    ] KBWD: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:37.664814] [DEBUG] [LOCAL     ] Loaded configuration for KBWD: 3 features, N/A% accuracy
[2025-12-15T20:36:37.664871] [INFO ] [LOCAL     ] KBWD: Loaded 3 optimal features with 61.77% confidence from JSON config
[2025-12-15T20:36:37.664902] [DEBUG] [MAG       ] Building data for symbol: KBWD with lookback: 0
[2025-12-15T20:36:37.665734] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-15T20:36:37.665793] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-15T20:36:37.666480] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-15T20:36:37.667327] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-15T20:36:37.669795] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:37.686822] [DEBUG] [MAG       ] SDA: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:37.756625] [INFO ] [LOCAL     ] SDA: Saved forecast.
[2025-12-15T20:36:37.756702] [INFO ] [main      ] SDA: Signal=1 (Conf=90.0%), Magnitude=-2.15% (Conf=52.2565%)
[2025-12-15T20:36:37.757031] [INFO ] [main      ] Fetching symbol history for GLTO...
[2025-12-15T20:36:37.757081] [DEBUG] [REMOTE    ] GLTO: Fetching historical data.
[2025-12-15T20:36:37.757950] [INFO ] [main      ] Progress: 396/429 forecasts completed (92.3%). SDA finished in 0.6s. ETA: 5.5s. Rate: 357.09 forecasts/min
[2025-12-15T20:36:37.770732] [DEBUG] [REMOTE    ] GLTO: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:37.771948] [DEBUG] [LOCAL     ] Loaded configuration for GLTO: 9 features, N/A% accuracy
[2025-12-15T20:36:37.772002] [INFO ] [LOCAL     ] GLTO: Loaded 9 optimal features with 61.92% confidence from JSON config
[2025-12-15T20:36:37.772044] [DEBUG] [MAG       ] Building data for symbol: GLTO with lookback: 0
[2025-12-15T20:36:37.772838] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-15T20:36:37.772904] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:37.772989] [DEBUG] [MAG       ] HPI: Last date is validated at 2025-12-15
[2025-12-15T20:36:37.778002] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-15T20:36:37.778839] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-15T20:36:37.779744] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-15T20:36:37.826266] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-15T20:36:37.827680] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-15T20:36:37.829833] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-15T20:36:37.831165] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-15T20:36:37.832287] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-15T20:36:37.835250] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:37.843932] [DEBUG] [MAG       ] CASS: Last date is validated at 2025-12-15
[2025-12-15T20:36:37.941444] [DEBUG] [MAG       ] HPI: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:37.998182] [DEBUG] [MAG       ] KBWD: Last date is validated at 2025-12-15
[2025-12-15T20:36:37.999549] [INFO ] [LOCAL     ] HPI: Saved forecast.
[2025-12-15T20:36:37.999631] [INFO ] [main      ] HPI: Signal=1 (Conf=90.0%), Magnitude=0.07% (Conf=47.1354%)
[2025-12-15T20:36:37.999966] [INFO ] [main      ] Fetching symbol history for HYXF...
[2025-12-15T20:36:38.000014] [DEBUG] [REMOTE    ] HYXF: Fetching historical data.
[2025-12-15T20:36:38.000656] [INFO ] [main      ] Progress: 397/429 forecasts completed (92.5%). HPI finished in 0.6s. ETA: 5.4s. Rate: 356.69 forecasts/min
[2025-12-15T20:36:38.009284] [DEBUG] [MAG       ] CASS: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:38.012380] [DEBUG] [REMOTE    ] HYXF: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:38.013290] [DEBUG] [LOCAL     ] Loaded configuration for HYXF: 4 features, N/A% accuracy
[2025-12-15T20:36:38.013340] [INFO ] [LOCAL     ] HYXF: Loaded 4 optimal features with 41.59% confidence from JSON config
[2025-12-15T20:36:38.013370] [DEBUG] [MAG       ] Building data for symbol: HYXF with lookback: 0
[2025-12-15T20:36:38.014151] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-15T20:36:38.014210] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:38.018861] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-15T20:36:38.019725] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-15T20:36:38.021718] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:38.023414] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:38.090511] [INFO ] [LOCAL     ] CASS: Saved forecast.
[2025-12-15T20:36:38.090600] [INFO ] [main      ] CASS: Signal=1 (Conf=90.0%), Magnitude=1.18% (Conf=53.6314%)
[2025-12-15T20:36:38.091029] [INFO ] [main      ] Fetching symbol history for CMI...
[2025-12-15T20:36:38.091079] [DEBUG] [REMOTE    ] CMI: Fetching historical data.
[2025-12-15T20:36:38.091650] [INFO ] [main      ] Progress: 398/429 forecasts completed (92.8%). CASS finished in 0.6s. ETA: 5.2s. Rate: 357.11 forecasts/min
[2025-12-15T20:36:38.103969] [DEBUG] [REMOTE    ] CMI: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:38.104937] [DEBUG] [LOCAL     ] Loaded configuration for CMI: 5 features, N/A% accuracy
[2025-12-15T20:36:38.104995] [INFO ] [LOCAL     ] CMI: Loaded 5 optimal features with 57.39% confidence from JSON config
[2025-12-15T20:36:38.105025] [DEBUG] [MAG       ] Building data for symbol: CMI with lookback: 0
[2025-12-15T20:36:38.105815] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-15T20:36:38.105874] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:38.110620] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:38.112362] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:36:38.112856] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-15T20:36:38.113511] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-15T20:36:38.115509] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:38.159654] [DEBUG] [MAG       ] KBWD: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:38.171530] [DEBUG] [MAG       ] GLTO: Last date is validated at 2025-12-15
[2025-12-15T20:36:38.218141] [INFO ] [LOCAL     ] KBWD: Saved forecast.
[2025-12-15T20:36:38.218203] [INFO ] [main      ] KBWD: Signal=1 (Conf=90.0%), Magnitude=0.33% (Conf=61.7668%)
[2025-12-15T20:36:38.218557] [INFO ] [main      ] Fetching symbol history for GSL...
[2025-12-15T20:36:38.218624] [DEBUG] [REMOTE    ] GSL: Fetching historical data.
[2025-12-15T20:36:38.218654] [INFO ] [main      ] Progress: 399/429 forecasts completed (93.0%). KBWD finished in 0.6s. ETA: 5.0s. Rate: 357.32 forecasts/min
[2025-12-15T20:36:38.231231] [DEBUG] [REMOTE    ] GSL: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:38.232182] [DEBUG] [LOCAL     ] Loaded configuration for GSL: 2 features, N/A% accuracy
[2025-12-15T20:36:38.232232] [INFO ] [LOCAL     ] GSL: Loaded 2 optimal features with 49.41% confidence from JSON config
[2025-12-15T20:36:38.232263] [DEBUG] [MAG       ] Building data for symbol: GSL with lookback: 0
[2025-12-15T20:36:38.233027] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-15T20:36:38.233084] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:38.237786] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-15T20:36:38.239495] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:38.344109] [DEBUG] [MAG       ] GLTO: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:38.362225] [DEBUG] [MAG       ] HYXF: Last date is validated at 2025-12-15
[2025-12-15T20:36:38.448637] [DEBUG] [MAG       ] CMI: Last date is validated at 2025-12-15
[2025-12-15T20:36:38.474398] [INFO ] [LOCAL     ] GLTO: Saved forecast.
[2025-12-15T20:36:38.474467] [INFO ] [main      ] GLTO: Signal=1 (Conf=90.0%), Magnitude=-6.93% (Conf=61.9164%)
[2025-12-15T20:36:38.474643] [INFO ] [main      ] Fetching symbol history for GME...
[2025-12-15T20:36:38.474688] [DEBUG] [REMOTE    ] GME: Fetching historical data.
[2025-12-15T20:36:38.476329] [INFO ] [main      ] Progress: 400/429 forecasts completed (93.2%). GLTO finished in 0.7s. ETA: 4.9s. Rate: 356.85 forecasts/min
[2025-12-15T20:36:38.489153] [DEBUG] [REMOTE    ] GME: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:38.489938] [DEBUG] [LOCAL     ] Loaded configuration for GME: 4 features, N/A% accuracy
[2025-12-15T20:36:38.489987] [INFO ] [LOCAL     ] GME: Loaded 4 optimal features with 51.00% confidence from JSON config
[2025-12-15T20:36:38.490018] [DEBUG] [MAG       ] Building data for symbol: GME with lookback: 0
[2025-12-15T20:36:38.490824] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-15T20:36:38.490881] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:38.495626] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:38.497409] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:36:38.497907] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:36:38.498322] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:38.559703] [DEBUG] [MAG       ] HYXF: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:38.571401] [DEBUG] [MAG       ] GSL: Last date is validated at 2025-12-15
[2025-12-15T20:36:38.614456] [DEBUG] [MAG       ] CMI: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:38.621385] [INFO ] [LOCAL     ] HYXF: Saved forecast.
[2025-12-15T20:36:38.621451] [INFO ] [main      ] HYXF: Signal=1 (Conf=90.0%), Magnitude=0.02% (Conf=41.5907%)
[2025-12-15T20:36:38.621834] [INFO ] [main      ] Fetching symbol history for ALVO...
[2025-12-15T20:36:38.621884] [DEBUG] [REMOTE    ] ALVO: Fetching historical data.
[2025-12-15T20:36:38.622661] [INFO ] [main      ] Progress: 401/429 forecasts completed (93.5%). HYXF finished in 0.6s. ETA: 4.7s. Rate: 356.96 forecasts/min
[2025-12-15T20:36:38.635840] [DEBUG] [REMOTE    ] ALVO: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:38.637186] [DEBUG] [LOCAL     ] Loaded configuration for ALVO: 2 features, N/A% accuracy
[2025-12-15T20:36:38.637243] [INFO ] [LOCAL     ] ALVO: Loaded 2 optimal features with 47.86% confidence from JSON config
[2025-12-15T20:36:38.637274] [DEBUG] [MAG       ] Building data for symbol: ALVO with lookback: 0
[2025-12-15T20:36:38.638068] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-15T20:36:38.638127] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:38.642960] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-15T20:36:38.643785] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:38.735499] [DEBUG] [MAG       ] GSL: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:38.742948] [INFO ] [LOCAL     ] CMI: Saved forecast.
[2025-12-15T20:36:38.743011] [INFO ] [main      ] CMI: Signal=1 (Conf=90.0%), Magnitude=0.69% (Conf=57.3855%)
[2025-12-15T20:36:38.743464] [INFO ] [main      ] Fetching symbol history for GEN...
[2025-12-15T20:36:38.743517] [DEBUG] [REMOTE    ] GEN: Fetching historical data.
[2025-12-15T20:36:38.743627] [INFO ] [main      ] Progress: 402/429 forecasts completed (93.7%). CMI finished in 0.7s. ETA: 4.5s. Rate: 357.21 forecasts/min
[2025-12-15T20:36:38.756449] [DEBUG] [REMOTE    ] GEN: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:38.757449] [DEBUG] [LOCAL     ] Loaded configuration for GEN: 6 features, N/A% accuracy
[2025-12-15T20:36:38.757499] [INFO ] [LOCAL     ] GEN: Loaded 6 optimal features with 51.32% confidence from JSON config
[2025-12-15T20:36:38.757528] [DEBUG] [MAG       ] Building data for symbol: GEN with lookback: 0
[2025-12-15T20:36:38.758296] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-15T20:36:38.758357] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:38.763081] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-15T20:36:38.807972] [INFO ] [LOCAL     ] GSL: Saved forecast.
[2025-12-15T20:36:38.808038] [INFO ] [main      ] GSL: Signal=1 (Conf=90.0%), Magnitude=-7.80% (Conf=49.4084%)
[2025-12-15T20:36:38.808385] [INFO ] [main      ] Fetching symbol history for ENB...
[2025-12-15T20:36:38.808435] [DEBUG] [REMOTE    ] ENB: Fetching historical data.
[2025-12-15T20:36:38.808645] [INFO ] [main      ] Progress: 403/429 forecasts completed (93.9%). GSL finished in 0.6s. ETA: 4.4s. Rate: 357.76 forecasts/min
[2025-12-15T20:36:38.821256] [DEBUG] [REMOTE    ] ENB: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:38.822361] [DEBUG] [LOCAL     ] Loaded configuration for ENB: 4 features, N/A% accuracy
[2025-12-15T20:36:38.822413] [INFO ] [LOCAL     ] ENB: Loaded 4 optimal features with 50.89% confidence from JSON config
[2025-12-15T20:36:38.822444] [DEBUG] [MAG       ] Building data for symbol: ENB with lookback: 0
[2025-12-15T20:36:38.823223] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-15T20:36:38.823283] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:38.824992] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:36:38.825498] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-15T20:36:38.840173] [DEBUG] [MAG       ] GME: Last date is validated at 2025-12-15
[2025-12-15T20:36:38.871503] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-15T20:36:38.872457] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-15T20:36:38.873108] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-15T20:36:38.875806] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-15T20:36:38.876569] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-15T20:36:38.878478] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:38.889777] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:38.983079] [DEBUG] [MAG       ] ALVO: Last date is validated at 2025-12-15
[2025-12-15T20:36:39.066364] [DEBUG] [MAG       ] GME: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:39.154335] [DEBUG] [MAG       ] ALVO: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:39.156454] [INFO ] [LOCAL     ] GME: Saved forecast.
[2025-12-15T20:36:39.156521] [INFO ] [main      ] GME: Signal=1 (Conf=90.0%), Magnitude=8.09% (Conf=51.0035%)
[2025-12-15T20:36:39.156704] [INFO ] [main      ] Fetching symbol history for PUK...
[2025-12-15T20:36:39.156749] [DEBUG] [REMOTE    ] PUK: Fetching historical data.
[2025-12-15T20:36:39.157896] [INFO ] [main      ] Progress: 404/429 forecasts completed (94.2%). GME finished in 0.7s. ETA: 4.2s. Rate: 356.80 forecasts/min
[2025-12-15T20:36:39.171052] [DEBUG] [REMOTE    ] PUK: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:39.172030] [DEBUG] [LOCAL     ] Loaded configuration for PUK: 4 features, N/A% accuracy
[2025-12-15T20:36:39.172088] [INFO ] [LOCAL     ] PUK: Loaded 4 optimal features with 47.51% confidence from JSON config
[2025-12-15T20:36:39.172119] [DEBUG] [MAG       ] Building data for symbol: PUK with lookback: 0
[2025-12-15T20:36:39.172912] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-15T20:36:39.172972] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:39.174644] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:36:39.175145] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:36:39.175532] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-15T20:36:39.207098] [DEBUG] [MAG       ] ENB: Last date is validated at 2025-12-15
[2025-12-15T20:36:39.221069] [INFO ] [LOCAL     ] ALVO: Saved forecast.
[2025-12-15T20:36:39.221145] [INFO ] [main      ] ALVO: Signal=1 (Conf=90.0%), Magnitude=-2.77% (Conf=47.8626%)
[2025-12-15T20:36:39.221303] [INFO ] [main      ] Fetching symbol history for ARMK...
[2025-12-15T20:36:39.221346] [DEBUG] [REMOTE    ] ARMK: Fetching historical data.
[2025-12-15T20:36:39.222344] [INFO ] [main      ] Progress: 405/429 forecasts completed (94.4%). ALVO finished in 0.6s. ETA: 4.0s. Rate: 357.34 forecasts/min
[2025-12-15T20:36:39.232529] [DEBUG] [MAG       ] GEN: Last date is validated at 2025-12-15
[2025-12-15T20:36:39.234752] [DEBUG] [REMOTE    ] ARMK: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:39.235813] [DEBUG] [LOCAL     ] Loaded configuration for ARMK: 5 features, N/A% accuracy
[2025-12-15T20:36:39.235866] [INFO ] [LOCAL     ] ARMK: Loaded 5 optimal features with 51.73% confidence from JSON config
[2025-12-15T20:36:39.235904] [DEBUG] [MAG       ] Building data for symbol: ARMK with lookback: 0
[2025-12-15T20:36:39.236747] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-15T20:36:39.236806] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:39.238493] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:36:39.239045] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:36:39.239444] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-15T20:36:39.241838] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-15T20:36:39.243530] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:39.251625] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:39.368114] [DEBUG] [MAG       ] ENB: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:39.398795] [DEBUG] [MAG       ] GEN: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:39.440339] [INFO ] [LOCAL     ] ENB: Saved forecast.
[2025-12-15T20:36:39.440405] [INFO ] [main      ] ENB: Signal=1 (Conf=90.0%), Magnitude=-1.07% (Conf=50.8925%)
[2025-12-15T20:36:39.440762] [INFO ] [main      ] Fetching symbol history for ITRN...
[2025-12-15T20:36:39.440813] [DEBUG] [REMOTE    ] ITRN: Fetching historical data.
[2025-12-15T20:36:39.441666] [INFO ] [main      ] Progress: 406/429 forecasts completed (94.6%). ENB finished in 0.6s. ETA: 3.9s. Rate: 357.07 forecasts/min
[2025-12-15T20:36:39.453881] [DEBUG] [REMOTE    ] ITRN: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:39.454855] [DEBUG] [LOCAL     ] Loaded configuration for ITRN: 8 features, N/A% accuracy
[2025-12-15T20:36:39.454911] [INFO ] [LOCAL     ] ITRN: Loaded 8 optimal features with 67.30% confidence from JSON config
[2025-12-15T20:36:39.454942] [DEBUG] [MAG       ] Building data for symbol: ITRN with lookback: 0
[2025-12-15T20:36:39.455763] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-15T20:36:39.455824] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:39.457494] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:36:39.458049] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:36:39.458430] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-15T20:36:39.459331] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-15T20:36:39.460362] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-15T20:36:39.464408] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-15T20:36:39.465716] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-15T20:36:39.467783] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:39.483768] [INFO ] [LOCAL     ] GEN: Saved forecast.
[2025-12-15T20:36:39.483832] [INFO ] [main      ] GEN: Signal=1 (Conf=90.0%), Magnitude=-1.57% (Conf=51.32%)
[2025-12-15T20:36:39.484205] [INFO ] [main      ] Fetching symbol history for AZTA...
[2025-12-15T20:36:39.484255] [DEBUG] [REMOTE    ] AZTA: Fetching historical data.
[2025-12-15T20:36:39.486036] [INFO ] [main      ] Progress: 407/429 forecasts completed (94.9%). GEN finished in 0.7s. ETA: 3.7s. Rate: 357.72 forecasts/min
[2025-12-15T20:36:39.497556] [DEBUG] [REMOTE    ] AZTA: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:39.498657] [DEBUG] [LOCAL     ] Loaded configuration for AZTA: 6 features, N/A% accuracy
[2025-12-15T20:36:39.498710] [INFO ] [LOCAL     ] AZTA: Loaded 6 optimal features with 60.03% confidence from JSON config
[2025-12-15T20:36:39.498741] [DEBUG] [MAG       ] Building data for symbol: AZTA with lookback: 0
[2025-12-15T20:36:39.499546] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-15T20:36:39.499940] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:39.504742] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:39.506480] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:36:39.506973] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:36:39.507356] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-15T20:36:39.508195] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-15T20:36:39.510158] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:39.579239] [DEBUG] [MAG       ] ARMK: Last date is validated at 2025-12-15
[2025-12-15T20:36:39.595121] [DEBUG] [MAG       ] PUK: Last date is validated at 2025-12-15
[2025-12-15T20:36:39.769621] [DEBUG] [MAG       ] PUK: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:39.801244] [DEBUG] [MAG       ] ITRN: Last date is validated at 2025-12-15
[2025-12-15T20:36:39.811886] [DEBUG] [MAG       ] ARMK: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:39.841097] [INFO ] [LOCAL     ] PUK: Saved forecast.
[2025-12-15T20:36:39.841162] [INFO ] [main      ] PUK: Signal=1 (Conf=90.0%), Magnitude=1.25% (Conf=47.5106%)
[2025-12-15T20:36:39.841327] [INFO ] [main      ] Fetching symbol history for RCS...
[2025-12-15T20:36:39.841369] [DEBUG] [REMOTE    ] RCS: Fetching historical data.
[2025-12-15T20:36:39.842705] [INFO ] [main      ] Progress: 408/429 forecasts completed (95.1%). PUK finished in 0.7s. ETA: 3.5s. Rate: 356.74 forecasts/min
[2025-12-15T20:36:39.854914] [DEBUG] [REMOTE    ] RCS: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:39.855892] [DEBUG] [LOCAL     ] Loaded configuration for RCS: 8 features, N/A% accuracy
[2025-12-15T20:36:39.855946] [INFO ] [LOCAL     ] RCS: Loaded 8 optimal features with 42.40% confidence from JSON config
[2025-12-15T20:36:39.855977] [DEBUG] [MAG       ] Building data for symbol: RCS with lookback: 0
[2025-12-15T20:36:39.856312] [DEBUG] [MAG       ] AZTA: Last date is validated at 2025-12-15
[2025-12-15T20:36:39.856786] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-15T20:36:39.856850] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:39.861619] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:39.863381] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:36:39.863881] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:36:39.864276] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-15T20:36:39.897066] [INFO ] [LOCAL     ] ARMK: Saved forecast.
[2025-12-15T20:36:39.897142] [INFO ] [main      ] ARMK: Signal=1 (Conf=90.0%), Magnitude=0.05% (Conf=51.7312%)
[2025-12-15T20:36:39.897496] [INFO ] [main      ] Fetching symbol history for FCX...
[2025-12-15T20:36:39.897667] [INFO ] [main      ] Progress: 409/429 forecasts completed (95.3%). ARMK finished in 0.7s. ETA: 3.4s. Rate: 357.32 forecasts/min
[2025-12-15T20:36:39.897555] [DEBUG] [REMOTE    ] FCX: Fetching historical data.
[2025-12-15T20:36:39.904455] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-15T20:36:39.905696] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-15T20:36:39.916082] [DEBUG] [REMOTE    ] FCX: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:39.918061] [DEBUG] [LOCAL     ] Loaded configuration for FCX: 8 features, N/A% accuracy
[2025-12-15T20:36:39.918132] [INFO ] [LOCAL     ] FCX: Loaded 8 optimal features with 66.14% confidence from JSON config
[2025-12-15T20:36:39.918170] [DEBUG] [MAG       ] Building data for symbol: FCX with lookback: 0
[2025-12-15T20:36:39.919148] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-15T20:36:39.919214] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:39.921170] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:36:39.921815] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:36:39.922306] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-15T20:36:39.954714] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-15T20:36:39.957888] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:39.972642] [DEBUG] [MAG       ] ITRN: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:40.031631] [DEBUG] [MAG       ] AZTA: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:40.048181] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-15T20:36:40.049517] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-15T20:36:40.050271] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-15T20:36:40.053081] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-15T20:36:40.054657] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:40.056048] [INFO ] [LOCAL     ] ITRN: Saved forecast.
[2025-12-15T20:36:40.056114] [INFO ] [main      ] ITRN: Signal=1 (Conf=90.0%), Magnitude=-1.44% (Conf=67.3035%)
[2025-12-15T20:36:40.056555] [INFO ] [main      ] Fetching symbol history for ZEPP...
[2025-12-15T20:36:40.056623] [DEBUG] [REMOTE    ] ZEPP: Fetching historical data.
[2025-12-15T20:36:40.056658] [INFO ] [main      ] Progress: 410/429 forecasts completed (95.6%). ITRN finished in 0.6s. ETA: 3.2s. Rate: 357.37 forecasts/min
[2025-12-15T20:36:40.069206] [DEBUG] [REMOTE    ] ZEPP: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:40.070023] [DEBUG] [LOCAL     ] Loaded configuration for ZEPP: 6 features, N/A% accuracy
[2025-12-15T20:36:40.070074] [INFO ] [LOCAL     ] ZEPP: Loaded 6 optimal features with 52.48% confidence from JSON config
[2025-12-15T20:36:40.070104] [DEBUG] [MAG       ] Building data for symbol: ZEPP with lookback: 0
[2025-12-15T20:36:40.070897] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-15T20:36:40.070957] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:40.072620] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:36:40.073121] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:36:40.073503] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-15T20:36:40.074499] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-15T20:36:40.078561] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-15T20:36:40.079290] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:40.137200] [INFO ] [LOCAL     ] AZTA: Saved forecast.
[2025-12-15T20:36:40.137266] [INFO ] [main      ] AZTA: Signal=1 (Conf=90.0%), Magnitude=3.39% (Conf=60.0262%)
[2025-12-15T20:36:40.137685] [INFO ] [main      ] Fetching symbol history for CZWI...
[2025-12-15T20:36:40.137744] [DEBUG] [REMOTE    ] CZWI: Fetching historical data.
[2025-12-15T20:36:40.138665] [INFO ] [main      ] Progress: 411/429 forecasts completed (95.8%). AZTA finished in 0.7s. ETA: 3.0s. Rate: 357.82 forecasts/min
[2025-12-15T20:36:40.151400] [DEBUG] [REMOTE    ] CZWI: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:40.152348] [DEBUG] [LOCAL     ] Loaded configuration for CZWI: 5 features, N/A% accuracy
[2025-12-15T20:36:40.152411] [INFO ] [LOCAL     ] CZWI: Loaded 5 optimal features with 52.49% confidence from JSON config
[2025-12-15T20:36:40.152445] [DEBUG] [MAG       ] Building data for symbol: CZWI with lookback: 0
[2025-12-15T20:36:40.153350] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-15T20:36:40.153412] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:40.155207] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:36:40.155805] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:36:40.156205] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-15T20:36:40.157301] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-15T20:36:40.158628] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:40.308142] [DEBUG] [MAG       ] RCS: Last date is validated at 2025-12-15
[2025-12-15T20:36:40.384122] [DEBUG] [MAG       ] FCX: Last date is validated at 2025-12-15
[2025-12-15T20:36:40.407010] [DEBUG] [MAG       ] ZEPP: Last date is validated at 2025-12-15
[2025-12-15T20:36:40.476778] [DEBUG] [MAG       ] RCS: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:40.511188] [DEBUG] [MAG       ] CZWI: Last date is validated at 2025-12-15
[2025-12-15T20:36:40.540262] [INFO ] [LOCAL     ] RCS: Saved forecast.
[2025-12-15T20:36:40.540327] [INFO ] [main      ] RCS: Signal=1 (Conf=90.0%), Magnitude=-1.05% (Conf=42.3952%)
[2025-12-15T20:36:40.540651] [INFO ] [main      ] Fetching symbol history for CTS...
[2025-12-15T20:36:40.540699] [DEBUG] [REMOTE    ] CTS: Fetching historical data.
[2025-12-15T20:36:40.541500] [INFO ] [main      ] Progress: 412/429 forecasts completed (96.0%). RCS finished in 0.7s. ETA: 2.9s. Rate: 356.60 forecasts/min
[2025-12-15T20:36:40.549424] [DEBUG] [MAG       ] FCX: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:40.554113] [DEBUG] [REMOTE    ] CTS: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:40.555095] [DEBUG] [LOCAL     ] Loaded configuration for CTS: 4 features, N/A% accuracy
[2025-12-15T20:36:40.555148] [INFO ] [LOCAL     ] CTS: Loaded 4 optimal features with 54.93% confidence from JSON config
[2025-12-15T20:36:40.555178] [DEBUG] [MAG       ] Building data for symbol: CTS with lookback: 0
[2025-12-15T20:36:40.555955] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-15T20:36:40.556014] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:40.560983] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:40.562718] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:36:40.563186] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:36:40.563569] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:40.573527] [DEBUG] [MAG       ] ZEPP: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:40.661222] [INFO ] [LOCAL     ] FCX: Saved forecast.
[2025-12-15T20:36:40.661290] [INFO ] [main      ] FCX: Signal=1 (Conf=90.0%), Magnitude=1.32% (Conf=66.1376%)
[2025-12-15T20:36:40.661664] [INFO ] [main      ] Fetching symbol history for VLY...
[2025-12-15T20:36:40.661718] [DEBUG] [REMOTE    ] VLY: Fetching historical data.
[2025-12-15T20:36:40.662545] [INFO ] [main      ] Progress: 413/429 forecasts completed (96.3%). FCX finished in 0.8s. ETA: 2.7s. Rate: 356.85 forecasts/min
[2025-12-15T20:36:40.664730] [INFO ] [LOCAL     ] ZEPP: Saved forecast.
[2025-12-15T20:36:40.664797] [INFO ] [main      ] ZEPP: Signal=1 (Conf=90.0%), Magnitude=1.73% (Conf=52.4798%)
[2025-12-15T20:36:40.665299] [INFO ] [main      ] Fetching symbol history for PRVA...
[2025-12-15T20:36:40.665308] [INFO ] [main      ] Progress: 414/429 forecasts completed (96.5%). ZEPP finished in 0.6s. ETA: 2.5s. Rate: 357.69 forecasts/min
[2025-12-15T20:36:40.665350] [DEBUG] [REMOTE    ] PRVA: Fetching historical data.
[2025-12-15T20:36:40.675117] [DEBUG] [REMOTE    ] VLY: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:40.675838] [DEBUG] [LOCAL     ] Loaded configuration for VLY: 12 features, N/A% accuracy
[2025-12-15T20:36:40.675894] [INFO ] [LOCAL     ] VLY: Loaded 12 optimal features with 55.92% confidence from JSON config
[2025-12-15T20:36:40.675926] [DEBUG] [MAG       ] Building data for symbol: VLY with lookback: 0
[2025-12-15T20:36:40.676718] [DEBUG] [FEATURES  ] DataBuilder: Executing 12 feature methods.
[2025-12-15T20:36:40.676783] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:40.678497] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:36:40.678478] [DEBUG] [REMOTE    ] PRVA: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:40.679063] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:36:40.679214] [DEBUG] [LOCAL     ] Loaded configuration for PRVA: 8 features, N/A% accuracy
[2025-12-15T20:36:40.679273] [INFO ] [LOCAL     ] PRVA: Loaded 8 optimal features with 48.83% confidence from JSON config
[2025-12-15T20:36:40.679304] [DEBUG] [MAG       ] Building data for symbol: PRVA with lookback: 0
[2025-12-15T20:36:40.679533] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-15T20:36:40.680102] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-15T20:36:40.680165] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:40.680477] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-15T20:36:40.682230] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-15T20:36:40.683460] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-15T20:36:40.684525] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-15T20:36:40.684884] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:40.686093] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-15T20:36:40.686618] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:36:40.687088] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:36:40.687129] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-15T20:36:40.687518] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:36:40.687929] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-15T20:36:40.688769] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-15T20:36:40.689559] [DEBUG] [MAG       ] CZWI: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:40.689889] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-15T20:36:40.690418] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-15T20:36:40.690549] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:40.728147] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-15T20:36:40.732053] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:40.756341] [INFO ] [LOCAL     ] CZWI: Saved forecast.
[2025-12-15T20:36:40.756411] [INFO ] [main      ] CZWI: Signal=1 (Conf=90.0%), Magnitude=-0.25% (Conf=52.4915%)
[2025-12-15T20:36:40.756818] [INFO ] [main      ] Fetching symbol history for PLRX...
[2025-12-15T20:36:40.756871] [DEBUG] [REMOTE    ] PLRX: Fetching historical data.
[2025-12-15T20:36:40.757658] [INFO ] [main      ] Progress: 415/429 forecasts completed (96.7%). CZWI finished in 0.6s. ETA: 2.3s. Rate: 358.08 forecasts/min
[2025-12-15T20:36:40.771715] [DEBUG] [REMOTE    ] PLRX: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:40.772650] [DEBUG] [LOCAL     ] Loaded configuration for PLRX: 1 features, N/A% accuracy
[2025-12-15T20:36:40.772702] [INFO ] [LOCAL     ] PLRX: Loaded 1 optimal features with 37.30% confidence from JSON config
[2025-12-15T20:36:40.772733] [DEBUG] [MAG       ] Building data for symbol: PLRX with lookback: 0
[2025-12-15T20:36:40.773531] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-15T20:36:40.773614] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-15T20:36:40.774681] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:40.893960] [DEBUG] [MAG       ] CTS: Last date is validated at 2025-12-15
[2025-12-15T20:36:41.025780] [DEBUG] [MAG       ] VLY: Last date is validated at 2025-12-15
[2025-12-15T20:36:41.055772] [DEBUG] [MAG       ] CTS: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:41.059384] [DEBUG] [MAG       ] PRVA: Last date is validated at 2025-12-15
[2025-12-15T20:36:41.122378] [DEBUG] [MAG       ] PLRX: Last date is validated at 2025-12-15
[2025-12-15T20:36:41.140808] [INFO ] [LOCAL     ] CTS: Saved forecast.
[2025-12-15T20:36:41.140874] [INFO ] [main      ] CTS: Signal=1 (Conf=90.0%), Magnitude=1.98% (Conf=54.9336%)
[2025-12-15T20:36:41.141028] [INFO ] [main      ] Fetching symbol history for ETSY...
[2025-12-15T20:36:41.141071] [DEBUG] [REMOTE    ] ETSY: Fetching historical data.
[2025-12-15T20:36:41.142653] [INFO ] [main      ] Progress: 416/429 forecasts completed (97.0%). CTS finished in 0.6s. ETA: 2.2s. Rate: 356.97 forecasts/min
[2025-12-15T20:36:41.153777] [DEBUG] [REMOTE    ] ETSY: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:41.154683] [DEBUG] [LOCAL     ] Loaded configuration for ETSY: 2 features, N/A% accuracy
[2025-12-15T20:36:41.154734] [INFO ] [LOCAL     ] ETSY: Loaded 2 optimal features with 56.70% confidence from JSON config
[2025-12-15T20:36:41.154765] [DEBUG] [MAG       ] Building data for symbol: ETSY with lookback: 0
[2025-12-15T20:36:41.155509] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-15T20:36:41.155566] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-15T20:36:41.156173] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-15T20:36:41.157775] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:41.192166] [DEBUG] [MAG       ] VLY: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:41.223431] [DEBUG] [MAG       ] PRVA: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:41.263163] [INFO ] [LOCAL     ] VLY: Saved forecast.
[2025-12-15T20:36:41.263232] [INFO ] [main      ] VLY: Signal=1 (Conf=90.0%), Magnitude=-0.46% (Conf=55.9151%)
[2025-12-15T20:36:41.263569] [INFO ] [main      ] Progress: 417/429 forecasts completed (97.2%). VLY finished in 0.6s. ETA: 2.0s. Rate: 357.21 forecasts/min
[2025-12-15T20:36:41.263811] [INFO ] [main      ] Fetching symbol history for FIBK...
[2025-12-15T20:36:41.263853] [DEBUG] [REMOTE    ] FIBK: Fetching historical data.
[2025-12-15T20:36:41.276632] [DEBUG] [REMOTE    ] FIBK: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:41.277729] [DEBUG] [LOCAL     ] Loaded configuration for FIBK: 9 features, N/A% accuracy
[2025-12-15T20:36:41.277782] [INFO ] [LOCAL     ] FIBK: Loaded 9 optimal features with 55.56% confidence from JSON config
[2025-12-15T20:36:41.277814] [DEBUG] [MAG       ] Building data for symbol: FIBK with lookback: 0
[2025-12-15T20:36:41.278556] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-15T20:36:41.278646] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:41.283281] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-15T20:36:41.284090] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-15T20:36:41.286345] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-15T20:36:41.291506] [DEBUG] [MAG       ] PLRX: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:41.303467] [INFO ] [LOCAL     ] PRVA: Saved forecast.
[2025-12-15T20:36:41.303532] [INFO ] [main      ] PRVA: Signal=1 (Conf=90.0%), Magnitude=-1.12% (Conf=48.8284%)
[2025-12-15T20:36:41.303905] [INFO ] [main      ] Fetching symbol history for MAA...
[2025-12-15T20:36:41.303955] [DEBUG] [REMOTE    ] MAA: Fetching historical data.
[2025-12-15T20:36:41.305661] [INFO ] [main      ] Progress: 418/429 forecasts completed (97.4%). PRVA finished in 0.6s. ETA: 1.8s. Rate: 357.85 forecasts/min
[2025-12-15T20:36:41.317228] [DEBUG] [REMOTE    ] MAA: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:41.318175] [DEBUG] [LOCAL     ] Loaded configuration for MAA: 9 features, N/A% accuracy
[2025-12-15T20:36:41.318226] [INFO ] [LOCAL     ] MAA: Loaded 9 optimal features with 50.39% confidence from JSON config
[2025-12-15T20:36:41.318256] [DEBUG] [MAG       ] Building data for symbol: MAA with lookback: 0
[2025-12-15T20:36:41.319057] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-15T20:36:41.319137] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:41.323823] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:41.325550] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:36:41.326039] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:36:41.326486] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:36:41.326889] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-15T20:36:41.327630] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-15T20:36:41.332084] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-15T20:36:41.333726] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-15T20:36:41.335009] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:41.398834] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-15T20:36:41.400735] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-15T20:36:41.440278] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-15T20:36:41.461555] [INFO ] [LOCAL     ] PLRX: Saved forecast.
[2025-12-15T20:36:41.461667] [INFO ] [main      ] PLRX: Signal=1 (Conf=90.0%), Magnitude=-21.74% (Conf=37.298%)
[2025-12-15T20:36:41.461851] [INFO ] [main      ] Fetching symbol history for DOMO...
[2025-12-15T20:36:41.461906] [DEBUG] [REMOTE    ] DOMO: Fetching historical data.
[2025-12-15T20:36:41.463672] [INFO ] [main      ] Progress: 419/429 forecasts completed (97.7%). PLRX finished in 0.7s. ETA: 1.7s. Rate: 357.90 forecasts/min
[2025-12-15T20:36:41.477342] [DEBUG] [REMOTE    ] DOMO: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:41.478476] [DEBUG] [LOCAL     ] Loaded configuration for DOMO: 6 features, N/A% accuracy
[2025-12-15T20:36:41.478532] [INFO ] [LOCAL     ] DOMO: Loaded 6 optimal features with 74.06% confidence from JSON config
[2025-12-15T20:36:41.478599] [DEBUG] [MAG       ] Building data for symbol: DOMO with lookback: 0
[2025-12-15T20:36:41.479510] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-15T20:36:41.479599] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:41.484798] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-15T20:36:41.486261] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-15T20:36:41.486495] [DEBUG] [MAG       ] ETSY: Last date is validated at 2025-12-15
[2025-12-15T20:36:41.490046] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-15T20:36:41.492182] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-15T20:36:41.492849] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:41.566679] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-15T20:36:41.567630] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-15T20:36:41.568734] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-15T20:36:41.570389] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:41.651385] [DEBUG] [MAG       ] ETSY: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:41.665851] [DEBUG] [MAG       ] MAA: Last date is validated at 2025-12-15
[2025-12-15T20:36:41.747443] [INFO ] [LOCAL     ] ETSY: Saved forecast.
[2025-12-15T20:36:41.747508] [INFO ] [main      ] ETSY: Signal=1 (Conf=90.0%), Magnitude=0.11% (Conf=56.7039%)
[2025-12-15T20:36:41.747878] [INFO ] [main      ] Fetching symbol history for RF...
[2025-12-15T20:36:41.747928] [DEBUG] [REMOTE    ] RF: Fetching historical data.
[2025-12-15T20:36:41.748677] [INFO ] [main      ] Progress: 420/429 forecasts completed (97.9%). ETSY finished in 0.6s. ETA: 1.5s. Rate: 357.30 forecasts/min
[2025-12-15T20:36:41.761944] [DEBUG] [REMOTE    ] RF: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:41.763098] [DEBUG] [LOCAL     ] Loaded configuration for RF: 6 features, N/A% accuracy
[2025-12-15T20:36:41.763153] [INFO ] [LOCAL     ] RF: Loaded 6 optimal features with 51.37% confidence from JSON config
[2025-12-15T20:36:41.763196] [DEBUG] [MAG       ] Building data for symbol: RF with lookback: 0
[2025-12-15T20:36:41.764035] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-15T20:36:41.764097] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:41.768897] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:41.770828] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:36:41.771323] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:36:41.771736] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-15T20:36:41.773283] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-15T20:36:41.775233] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:41.832260] [DEBUG] [MAG       ] FIBK: Last date is validated at 2025-12-15
[2025-12-15T20:36:41.835132] [DEBUG] [MAG       ] MAA: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:41.920521] [DEBUG] [MAG       ] DOMO: Last date is validated at 2025-12-15
[2025-12-15T20:36:41.938522] [INFO ] [LOCAL     ] MAA: Saved forecast.
[2025-12-15T20:36:41.938607] [INFO ] [main      ] MAA: Signal=1 (Conf=90.0%), Magnitude=-0.82% (Conf=50.3857%)
[2025-12-15T20:36:41.938952] [INFO ] [main      ] Fetching symbol history for OCFC...
[2025-12-15T20:36:41.939017] [DEBUG] [REMOTE    ] OCFC: Fetching historical data.
[2025-12-15T20:36:41.940660] [INFO ] [main      ] Progress: 421/429 forecasts completed (98.1%). MAA finished in 0.6s. ETA: 1.3s. Rate: 357.18 forecasts/min
[2025-12-15T20:36:41.952390] [DEBUG] [REMOTE    ] OCFC: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:41.953492] [DEBUG] [LOCAL     ] Loaded configuration for OCFC: 2 features, N/A% accuracy
[2025-12-15T20:36:41.953548] [INFO ] [LOCAL     ] OCFC: Loaded 2 optimal features with 54.75% confidence from JSON config
[2025-12-15T20:36:41.953599] [DEBUG] [MAG       ] Building data for symbol: OCFC with lookback: 0
[2025-12-15T20:36:41.954374] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-15T20:36:41.954431] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-15T20:36:41.955028] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-15T20:36:41.956405] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:42.001055] [DEBUG] [MAG       ] FIBK: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:42.085945] [DEBUG] [MAG       ] DOMO: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:42.092771] [INFO ] [LOCAL     ] FIBK: Saved forecast.
[2025-12-15T20:36:42.092844] [INFO ] [main      ] FIBK: Signal=1 (Conf=90.0%), Magnitude=-1.95% (Conf=55.5577%)
[2025-12-15T20:36:42.093189] [INFO ] [main      ] Fetching symbol history for REAX...
[2025-12-15T20:36:42.093239] [DEBUG] [REMOTE    ] REAX: Fetching historical data.
[2025-12-15T20:36:42.093657] [INFO ] [main      ] Progress: 422/429 forecasts completed (98.4%). FIBK finished in 0.8s. ETA: 1.2s. Rate: 357.26 forecasts/min
[2025-12-15T20:36:42.105830] [DEBUG] [REMOTE    ] REAX: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:42.106754] [DEBUG] [LOCAL     ] Loaded configuration for REAX: 5 features, N/A% accuracy
[2025-12-15T20:36:42.106808] [INFO ] [LOCAL     ] REAX: Loaded 5 optimal features with 53.25% confidence from JSON config
[2025-12-15T20:36:42.106839] [DEBUG] [MAG       ] Building data for symbol: REAX with lookback: 0
[2025-12-15T20:36:42.107607] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-15T20:36:42.107667] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-15T20:36:42.108546] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-15T20:36:42.109856] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-15T20:36:42.114019] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-15T20:36:42.116007] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-15T20:36:42.116545] [DEBUG] [MAG       ] RF: Last date is validated at 2025-12-15
[2025-12-15T20:36:42.130292] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:42.166972] [INFO ] [LOCAL     ] DOMO: Saved forecast.
[2025-12-15T20:36:42.167042] [INFO ] [main      ] DOMO: Signal=1 (Conf=90.0%), Magnitude=6.27% (Conf=74.0614%)
[2025-12-15T20:36:42.167365] [INFO ] [main      ] Fetching symbol history for MCO...
[2025-12-15T20:36:42.167423] [DEBUG] [REMOTE    ] MCO: Fetching historical data.
[2025-12-15T20:36:42.168258] [INFO ] [main      ] Progress: 423/429 forecasts completed (98.6%). DOMO finished in 0.7s. ETA: 1.0s. Rate: 357.73 forecasts/min
[2025-12-15T20:36:42.181046] [DEBUG] [REMOTE    ] MCO: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:42.182071] [DEBUG] [LOCAL     ] Loaded configuration for MCO: 4 features, N/A% accuracy
[2025-12-15T20:36:42.182122] [INFO ] [LOCAL     ] MCO: Loaded 4 optimal features with 45.59% confidence from JSON config
[2025-12-15T20:36:42.182155] [DEBUG] [MAG       ] Building data for symbol: MCO with lookback: 0
[2025-12-15T20:36:42.182952] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-15T20:36:42.183012] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:42.184713] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:36:42.185225] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:36:42.185621] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-15T20:36:42.187547] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:42.291292] [DEBUG] [MAG       ] OCFC: Last date is validated at 2025-12-15
[2025-12-15T20:36:42.299694] [DEBUG] [MAG       ] RF: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:42.392681] [INFO ] [LOCAL     ] RF: Saved forecast.
[2025-12-15T20:36:42.392773] [INFO ] [main      ] RF: Signal=1 (Conf=90.0%), Magnitude=-0.52% (Conf=51.3729%)
[2025-12-15T20:36:42.393222] [INFO ] [main      ] Fetching symbol history for EFC...
[2025-12-15T20:36:42.393286] [DEBUG] [REMOTE    ] EFC: Fetching historical data.
[2025-12-15T20:36:42.393664] [INFO ] [main      ] Progress: 424/429 forecasts completed (98.8%). RF finished in 0.6s. ETA: 0.8s. Rate: 357.44 forecasts/min
[2025-12-15T20:36:42.412383] [DEBUG] [REMOTE    ] EFC: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:42.413368] [DEBUG] [LOCAL     ] Loaded configuration for EFC: 5 features, N/A% accuracy
[2025-12-15T20:36:42.413424] [INFO ] [LOCAL     ] EFC: Loaded 5 optimal features with 52.42% confidence from JSON config
[2025-12-15T20:36:42.413455] [DEBUG] [MAG       ] Building data for symbol: EFC with lookback: 0
[2025-12-15T20:36:42.414311] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-15T20:36:42.414373] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-15T20:36:42.419189] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:42.421038] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:36:42.421521] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:36:42.421981] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:36:42.422360] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:42.457946] [DEBUG] [MAG       ] OCFC: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:42.466112] [DEBUG] [MAG       ] REAX: Last date is validated at 2025-12-15
[2025-12-15T20:36:42.520287] [DEBUG] [MAG       ] MCO: Last date is validated at 2025-12-15
[2025-12-15T20:36:42.526788] [INFO ] [LOCAL     ] OCFC: Saved forecast.
[2025-12-15T20:36:42.526855] [INFO ] [main      ] OCFC: Signal=1 (Conf=90.0%), Magnitude=1.19% (Conf=54.7481%)
[2025-12-15T20:36:42.527195] [INFO ] [main      ] Fetching symbol history for OPP...
[2025-12-15T20:36:42.527252] [DEBUG] [REMOTE    ] OPP: Fetching historical data.
[2025-12-15T20:36:42.527672] [INFO ] [main      ] Progress: 425/429 forecasts completed (99.1%). OCFC finished in 0.6s. ETA: 0.7s. Rate: 357.61 forecasts/min
[2025-12-15T20:36:42.540231] [DEBUG] [REMOTE    ] OPP: Successfully parsed 300 rows of historical data.
[2025-12-15T20:36:42.541371] [DEBUG] [LOCAL     ] Loaded configuration for OPP: 9 features, N/A% accuracy
[2025-12-15T20:36:42.541422] [INFO ] [LOCAL     ] OPP: Loaded 9 optimal features with 42.67% confidence from JSON config
[2025-12-15T20:36:42.541452] [DEBUG] [MAG       ] Building data for symbol: OPP with lookback: 0
[2025-12-15T20:36:42.542254] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-15T20:36:42.542318] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-15T20:36:42.543999] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-15T20:36:42.544504] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-15T20:36:42.544910] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-15T20:36:42.546877] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-15T20:36:42.547343] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-15T20:36:42.548323] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-15T20:36:42.549959] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-15T20:36:42.550969] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-15T20:36:42.551647] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-15T20:36:42.634229] [DEBUG] [MAG       ] REAX: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:42.697817] [DEBUG] [MAG       ] MCO: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:42.702668] [INFO ] [LOCAL     ] REAX: Saved forecast.
[2025-12-15T20:36:42.702735] [INFO ] [main      ] REAX: Signal=1 (Conf=90.0%), Magnitude=-6.56% (Conf=53.2527%)
[2025-12-15T20:36:42.703281] [INFO ] [main      ] Progress: 426/429 forecasts completed (99.3%). REAX finished in 0.6s. ETA: 0.5s. Rate: 357.57 forecasts/min
[2025-12-15T20:36:42.761624] [DEBUG] [MAG       ] EFC: Last date is validated at 2025-12-15
[2025-12-15T20:36:42.866320] [INFO ] [LOCAL     ] MCO: Saved forecast.
[2025-12-15T20:36:42.866391] [INFO ] [main      ] MCO: Signal=1 (Conf=90.0%), Magnitude=0.14% (Conf=45.5943%)
[2025-12-15T20:36:42.866824] [INFO ] [main      ] Progress: 427/429 forecasts completed (99.5%). MCO finished in 0.7s. ETA: 0.3s. Rate: 357.59 forecasts/min
[2025-12-15T20:36:42.888700] [DEBUG] [MAG       ] OPP: Last date is validated at 2025-12-15
[2025-12-15T20:36:42.928387] [DEBUG] [MAG       ] EFC: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:42.988096] [INFO ] [LOCAL     ] EFC: Saved forecast.
[2025-12-15T20:36:42.988164] [INFO ] [main      ] EFC: Signal=1 (Conf=90.0%), Magnitude=-0.51% (Conf=52.416%)
[2025-12-15T20:36:42.988783] [INFO ] [main      ] Progress: 428/429 forecasts completed (99.8%). EFC finished in 0.6s. ETA: 0.2s. Rate: 357.82 forecasts/min
[2025-12-15T20:36:43.053272] [DEBUG] [MAG       ] OPP: Forecast date (T1) determined as 2025-12-16
[2025-12-15T20:36:43.115632] [INFO ] [LOCAL     ] OPP: Saved forecast.
[2025-12-15T20:36:43.115706] [INFO ] [main      ] OPP: Signal=1 (Conf=90.0%), Magnitude=-1.38% (Conf=42.6694%)
[2025-12-15T20:36:43.116271] [INFO ] [main      ] Progress: 429/429 forecasts completed (100.0%). OPP finished in 0.6s. ETA: 0.0s. Rate: 358.02 forecasts/min
[2025-12-15T20:36:43.145208] [INFO ] [main      ] Parallel forecast generation completed in 1m 12s. Processed 429 forecasts.
[2025-12-15T20:36:43.145371] [INFO ] [main      ] Generated and saved 429 forecast pairs.
[2025-12-15T20:36:43.846968] [DEBUG] [EMAIL     ] Email sent to 'chris.punches@silogroup.org' with subject: 'MAG Forecast Generation Completed (429/429 @ 100.00%)'
[2025-12-15T20:36:43.848396] [INFO ] [MODE      ] Ignoring multithreaded flag for report generation
[2025-12-15T20:36:43.848522] [INFO ] [main      ] Fetching available MAG forecast dates...
[2025-12-15T20:36:43.848839] [INFO ] [main      ] Found 21 forecast dates
[2025-12-15T20:36:43.848885] [INFO ] [main      ] Processing forecast date: 2025-11-17
[2025-12-15T20:36:43.957228] [INFO ] [main      ] Overwriting existing report for 2025-11-17
[2025-12-15T20:36:43.963152] [INFO ] [main      ] Generated forecast report for 2025-11-17: 472 forecasts
[2025-12-15T20:36:43.963277] [INFO ] [main      ] Processing forecast date: 2025-11-18
[2025-12-15T20:36:44.067530] [INFO ] [main      ] Overwriting existing report for 2025-11-18
[2025-12-15T20:36:44.076738] [INFO ] [main      ] Generated forecast report for 2025-11-18: 421 forecasts
[2025-12-15T20:36:44.076846] [INFO ] [main      ] Processing forecast date: 2025-11-19
[2025-12-15T20:36:44.199207] [INFO ] [main      ] Overwriting existing report for 2025-11-19
[2025-12-15T20:36:44.200958] [INFO ] [main      ] Generated forecast report for 2025-11-19: 480 forecasts
[2025-12-15T20:36:44.201063] [INFO ] [main      ] Processing forecast date: 2025-11-20
[2025-12-15T20:36:44.293899] [INFO ] [main      ] Overwriting existing report for 2025-11-20
[2025-12-15T20:36:44.295492] [INFO ] [main      ] Generated forecast report for 2025-11-20: 423 forecasts
[2025-12-15T20:36:44.295602] [INFO ] [main      ] Processing forecast date: 2025-11-21
[2025-12-15T20:36:44.404520] [INFO ] [main      ] Overwriting existing report for 2025-11-21
[2025-12-15T20:36:44.425365] [INFO ] [main      ] Generated forecast report for 2025-11-21: 368 forecasts
[2025-12-15T20:36:44.425467] [INFO ] [main      ] Processing forecast date: 2025-11-24
[2025-12-15T20:36:44.557444] [INFO ] [main      ] Overwriting existing report for 2025-11-24
[2025-12-15T20:36:44.560436] [INFO ] [main      ] Generated forecast report for 2025-11-24: 527 forecasts
[2025-12-15T20:36:44.560654] [INFO ] [main      ] Processing forecast date: 2025-11-25
[2025-12-15T20:36:44.700959] [INFO ] [main      ] Overwriting existing report for 2025-11-25
[2025-12-15T20:36:44.703475] [INFO ] [main      ] Generated forecast report for 2025-11-25: 524 forecasts
[2025-12-15T20:36:44.703607] [INFO ] [main      ] Processing forecast date: 2025-11-26
[2025-12-15T20:36:44.811651] [INFO ] [main      ] Overwriting existing report for 2025-11-26
[2025-12-15T20:36:44.813919] [INFO ] [main      ] Generated forecast report for 2025-11-26: 452 forecasts
[2025-12-15T20:36:44.814017] [INFO ] [main      ] Processing forecast date: 2025-11-28
[2025-12-15T20:36:45.025887] [INFO ] [main      ] Overwriting existing report for 2025-11-28
[2025-12-15T20:36:45.029362] [INFO ] [main      ] Generated forecast report for 2025-11-28: 1002 forecasts
[2025-12-15T20:36:45.029519] [INFO ] [main      ] Processing forecast date: 2025-12-01
[2025-12-15T20:36:45.215350] [INFO ] [main      ] Overwriting existing report for 2025-12-01
[2025-12-15T20:36:45.218245] [INFO ] [main      ] Generated forecast report for 2025-12-01: 835 forecasts
[2025-12-15T20:36:45.218381] [INFO ] [main      ] Processing forecast date: 2025-12-02
[2025-12-15T20:36:45.409944] [INFO ] [main      ] Overwriting existing report for 2025-12-02
[2025-12-15T20:36:45.412608] [INFO ] [main      ] Generated forecast report for 2025-12-02: 769 forecasts
[2025-12-15T20:36:45.412738] [INFO ] [main      ] Processing forecast date: 2025-12-03
[2025-12-15T20:36:45.635826] [INFO ] [main      ] Overwriting existing report for 2025-12-03
[2025-12-15T20:36:45.639197] [INFO ] [main      ] Generated forecast report for 2025-12-03: 965 forecasts
[2025-12-15T20:36:45.639410] [INFO ] [main      ] Processing forecast date: 2025-12-04
[2025-12-15T20:36:45.855780] [INFO ] [main      ] Overwriting existing report for 2025-12-04
[2025-12-15T20:36:45.859119] [INFO ] [main      ] Generated forecast report for 2025-12-04: 965 forecasts
[2025-12-15T20:36:45.859330] [INFO ] [main      ] Processing forecast date: 2025-12-05
[2025-12-15T20:36:46.066160] [INFO ] [main      ] Overwriting existing report for 2025-12-05
[2025-12-15T20:36:46.069450] [INFO ] [main      ] Generated forecast report for 2025-12-05: 970 forecasts
[2025-12-15T20:36:46.069628] [INFO ] [main      ] Processing forecast date: 2025-12-08
[2025-12-15T20:36:46.300744] [INFO ] [main      ] Overwriting existing report for 2025-12-08
[2025-12-15T20:36:46.304422] [INFO ] [main      ] Generated forecast report for 2025-12-08: 935 forecasts
[2025-12-15T20:36:46.304675] [INFO ] [main      ] Processing forecast date: 2025-12-09
[2025-12-15T20:36:46.537385] [INFO ] [main      ] Overwriting existing report for 2025-12-09
[2025-12-15T20:36:46.540838] [INFO ] [main      ] Generated forecast report for 2025-12-09: 970 forecasts
[2025-12-15T20:36:46.541058] [INFO ] [main      ] Processing forecast date: 2025-12-10
[2025-12-15T20:36:46.643728] [INFO ] [main      ] Overwriting existing report for 2025-12-10
[2025-12-15T20:36:46.645334] [INFO ] [main      ] Generated forecast report for 2025-12-10: 438 forecasts
[2025-12-15T20:36:46.645441] [INFO ] [main      ] Processing forecast date: 2025-12-11
[2025-12-15T20:36:46.749210] [INFO ] [main      ] Overwriting existing report for 2025-12-11
[2025-12-15T20:36:46.751223] [INFO ] [main      ] Generated forecast report for 2025-12-11: 430 forecasts
[2025-12-15T20:36:46.751317] [INFO ] [main      ] Processing forecast date: 2025-12-12
[2025-12-15T20:36:46.854286] [INFO ] [main      ] Overwriting existing report for 2025-12-12
[2025-12-15T20:36:46.856023] [INFO ] [main      ] Generated forecast report for 2025-12-12: 412 forecasts
[2025-12-15T20:36:46.856165] [INFO ] [main      ] Processing forecast date: 2025-12-15
[2025-12-15T20:36:46.958074] [INFO ] [main      ] Overwriting existing report for 2025-12-15
[2025-12-15T20:36:46.959601] [INFO ] [main      ] Generated forecast report for 2025-12-15: 415 forecasts
[2025-12-15T20:36:46.959698] [INFO ] [main      ] Processing forecast date: 2025-12-16
[2025-12-15T20:36:46.969012] [INFO ] [main      ] Generated forecast report for 2025-12-16: 429 forecasts
[2025-12-15T20:36:46.969104] [INFO ] [main      ] Generated 21/21 forecast reports
[2025-12-15T20:36:46.969152] [INFO ] [main      ] Reading forecast report for email: ./output/forecasts/full/2025-12-16.txt
[2025-12-15T20:36:47.586737] [DEBUG] [EMAIL     ] Email sent to 'chris.punches@silogroup.org' with subject: 'MAG Forecast Report - 2025-12-16'
[2025-12-15T20:36:47.586931] [INFO ] [main      ] Forecast report email sent for 2025-12-16
[2025-12-15T20:36:47.586996] [INFO ] [MAG       ] MAG operation completed successfully
[2025-12-15T20:36:47.587238] [WARN ] [STATE     ] State set to: COMPLETED_OK
[2025-12-15T20:36:47.587394] [INFO ] [STATE     ] Last completion updated: 2025-12-15T20:36:47.587297