[2025-12-16T20:30:02.992383] [INFO ] [MAG       ] Starting MAG operation...
[2025-12-16T20:30:03.165297] [DEBUG] [R-STATUS  ] Registered 'tdm' as a dependent service.
[2025-12-16T20:30:03.333291] [DEBUG] [R-STATUS  ] Registered 'sig' as a dependent service.
[2025-12-16T20:30:03.501239] [DEBUG] [R-STATUS  ] Registered 'sap' as a dependent service.
[2025-12-16T20:30:03.671395] [DEBUG] [R-STATUS  ] Registered 'exp' as a dependent service.
[2025-12-16T20:30:03.671722] [WARN ] [STATE     ] State set to: WAITING
[2025-12-16T20:30:03.671781] [INFO ] [STATE     ] Checking service statuses...
[2025-12-16T20:30:03.677503] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-16T20:30:03.681180] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-16), and is a dependency of this service.
[2025-12-16T20:30:03.749296] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-16T20:30:03.824711] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-16T20:30:03.898037] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-16T20:30:03.898129] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-16T20:30:06.904010] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-16T20:30:06.908391] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-16), and is a dependency of this service.
[2025-12-16T20:30:06.912973] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-16T20:30:06.917020] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-16T20:30:06.921098] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-16T20:30:06.921214] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-16T20:30:09.925443] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-16T20:30:09.928925] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-16), and is a dependency of this service.
[2025-12-16T20:30:09.932230] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-16T20:30:09.935450] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-16T20:30:09.938630] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-16T20:30:09.938700] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-16T20:30:12.943214] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-16T20:30:12.947261] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-16), and is a dependency of this service.
[2025-12-16T20:30:12.950977] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-16T20:30:12.954913] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-16T20:30:12.958491] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-16T20:30:12.958566] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-16T20:30:15.963020] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-16T20:30:15.966608] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-16), and is a dependency of this service.
[2025-12-16T20:30:15.970103] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-16T20:30:15.973811] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-16T20:30:15.978207] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-16T20:30:15.978322] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-16T20:30:18.982464] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-16T20:30:18.985943] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-16), and is a dependency of this service.
[2025-12-16T20:30:18.989374] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-16T20:30:18.992693] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-16T20:30:18.995960] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-16T20:30:18.996044] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-16T20:30:22.000890] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-16T20:30:22.004323] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-16), and is a dependency of this service.
[2025-12-16T20:30:22.007653] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-16T20:30:22.011052] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-16T20:30:22.014342] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-16T20:30:22.014416] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-16T20:30:25.019242] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-16T20:30:25.022872] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-16), and is a dependency of this service.
[2025-12-16T20:30:25.026634] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-16T20:30:25.030383] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-16T20:30:25.034221] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-16T20:30:25.034328] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-16T20:30:28.038949] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-16T20:30:28.042536] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-16), and is a dependency of this service.
[2025-12-16T20:30:28.045834] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-16T20:30:28.049292] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-16T20:30:28.052560] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-16T20:30:28.052662] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-16T20:30:31.058157] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-16T20:30:31.063270] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-16), and is a dependency of this service.
[2025-12-16T20:30:31.068143] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-16T20:30:31.073038] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-16T20:30:31.077455] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-16T20:30:31.077555] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-16T20:30:34.082298] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-16T20:30:34.086336] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-16), and is a dependency of this service.
[2025-12-16T20:30:34.154482] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-16T20:30:34.222150] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-16T20:30:34.288546] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-16T20:30:34.288876] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-16T20:30:37.294206] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-16T20:30:37.297785] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-16), and is a dependency of this service.
[2025-12-16T20:30:37.301092] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-16T20:30:37.304308] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-16T20:30:37.307925] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-16T20:30:37.308021] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-16T20:30:40.314403] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-16T20:30:40.322373] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-16), and is a dependency of this service.
[2025-12-16T20:30:40.327343] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-16T20:30:40.331962] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-16T20:30:40.336337] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-16T20:30:40.336442] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-16T20:30:43.341558] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-16T20:30:43.345134] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-16), and is a dependency of this service.
[2025-12-16T20:30:43.348558] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-16T20:30:43.351816] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-16T20:30:43.355023] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-16T20:30:43.355089] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-16T20:30:46.360797] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-16T20:30:46.365779] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-16), and is a dependency of this service.
[2025-12-16T20:30:46.370302] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-16T20:30:46.374775] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-16T20:30:46.378821] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-16T20:30:46.378899] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-16T20:30:49.384855] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-16T20:30:49.388975] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-16), and is a dependency of this service.
[2025-12-16T20:30:49.392522] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-16T20:30:49.396139] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-16T20:30:49.399728] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-16T20:30:49.399823] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-16T20:30:52.405996] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-16T20:30:52.410904] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-16), and is a dependency of this service.
[2025-12-16T20:30:52.415813] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-16T20:30:52.419855] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-16T20:30:52.423513] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-16T20:30:52.423606] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-16T20:30:55.430196] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-16T20:30:55.435321] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-16), and is a dependency of this service.
[2025-12-16T20:30:55.439314] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-16T20:30:55.443047] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-16T20:30:55.446689] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-16T20:30:55.446783] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-16T20:30:58.452366] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-16T20:30:58.455983] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-16), and is a dependency of this service.
[2025-12-16T20:30:58.459220] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-16T20:30:58.462435] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-16T20:30:58.466106] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-16T20:30:58.466203] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-16T20:31:01.470983] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-16T20:31:01.475062] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-16), and is a dependency of this service.
[2025-12-16T20:31:01.478389] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-16T20:31:01.481794] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-16T20:31:01.485152] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-16T20:31:01.485226] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-16T20:31:04.490075] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-16T20:31:04.493733] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-16), and is a dependency of this service.
[2025-12-16T20:31:04.497590] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-16T20:31:04.501362] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-16T20:31:04.505069] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-16T20:31:04.505149] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-16T20:31:07.510303] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-16T20:31:07.513975] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-16), and is a dependency of this service.
[2025-12-16T20:31:07.517786] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-16T20:31:07.521618] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-16T20:31:07.525243] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-16T20:31:07.525319] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-16T20:31:10.530273] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-16T20:31:10.533863] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-16), and is a dependency of this service.
[2025-12-16T20:31:10.537267] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-16T20:31:10.540610] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-16T20:31:10.544256] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-16T20:31:10.544329] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-16T20:31:13.550263] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-16T20:31:13.555400] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-16), and is a dependency of this service.
[2025-12-16T20:31:13.560556] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-16T20:31:13.565535] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-16T20:31:13.570433] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-16T20:31:13.570528] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-16T20:31:16.575040] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-16T20:31:16.578900] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-16), and is a dependency of this service.
[2025-12-16T20:31:16.582583] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-16T20:31:16.586325] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-16T20:31:16.589744] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-16T20:31:16.589834] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-16T20:31:19.594885] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-16T20:31:19.598722] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-16), and is a dependency of this service.
[2025-12-16T20:31:19.602198] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-16T20:31:19.606162] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-16T20:31:19.610259] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-16T20:31:19.610394] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-16T20:31:22.615389] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-16T20:31:22.619988] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-16), and is a dependency of this service.
[2025-12-16T20:31:22.624758] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-16T20:31:22.628898] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-16T20:31:22.633380] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-16T20:31:22.633498] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-16T20:31:25.638503] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-16T20:31:25.642526] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-16), and is a dependency of this service.
[2025-12-16T20:31:25.646364] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-16T20:31:25.649998] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-16T20:31:25.653715] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-16T20:31:25.653808] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-16T20:31:28.658728] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-16T20:31:28.662705] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-16), and is a dependency of this service.
[2025-12-16T20:31:28.666789] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-16T20:31:28.671067] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-16T20:31:28.675174] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-16T20:31:28.675292] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-16T20:31:31.680252] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-16T20:31:31.683718] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-16), and is a dependency of this service.
[2025-12-16T20:31:31.687015] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-16T20:31:31.690360] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-16T20:31:31.693643] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-16T20:31:31.693744] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-16T20:31:34.697860] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-16T20:31:34.701155] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-16), and is a dependency of this service.
[2025-12-16T20:31:34.704340] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-16T20:31:34.707769] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-16T20:31:34.711043] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-16T20:31:34.711114] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-16T20:31:37.718200] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-16T20:31:37.724626] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-16), and is a dependency of this service.
[2025-12-16T20:31:37.795179] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-16T20:31:37.869423] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-16T20:31:37.945630] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-16T20:31:37.945811] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-16T20:31:40.951003] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-16T20:31:40.955341] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-16), and is a dependency of this service.
[2025-12-16T20:31:40.959221] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-16T20:31:40.962803] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-16T20:31:40.966266] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-16T20:31:40.966353] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-16T20:31:43.970833] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-16T20:31:43.974464] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-16), and is a dependency of this service.
[2025-12-16T20:31:43.977964] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-16T20:31:43.981259] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-16T20:31:43.984558] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-16T20:31:43.984650] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-16T20:31:46.989644] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-16T20:31:46.993204] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-16), and is a dependency of this service.
[2025-12-16T20:31:46.996619] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-16T20:31:47.000401] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-16T20:31:47.003950] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-16T20:31:47.004028] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-16T20:31:50.010639] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-16T20:31:50.015824] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-16), and is a dependency of this service.
[2025-12-16T20:31:50.020048] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-16T20:31:50.023524] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-16T20:31:50.026844] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-16T20:31:50.026910] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-16T20:31:53.031836] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-16T20:31:53.035126] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-16), and is a dependency of this service.
[2025-12-16T20:31:53.038328] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-16T20:31:53.041491] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-16T20:31:53.044618] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-16T20:31:53.044686] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-16T20:31:56.049977] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-16T20:31:56.053872] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-16), and is a dependency of this service.
[2025-12-16T20:31:56.057557] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-16T20:31:56.061189] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-16T20:31:56.064682] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-16T20:31:56.064761] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-16T20:31:59.069520] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-16T20:31:59.073380] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-16), and is a dependency of this service.
[2025-12-16T20:31:59.076866] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-16T20:31:59.080200] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-16T20:31:59.083551] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-16T20:31:59.083642] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-16T20:32:02.088481] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-16T20:32:02.092603] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-16), and is a dependency of this service.
[2025-12-16T20:32:02.095943] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-16T20:32:02.099680] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-16T20:32:02.102838] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-16T20:32:02.102904] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-16T20:32:05.108624] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-16T20:32:05.112731] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-16), and is a dependency of this service.
[2025-12-16T20:32:05.116079] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-16T20:32:05.119565] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-16T20:32:05.123146] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-16T20:32:05.123220] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-16T20:32:08.128230] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-16T20:32:08.131657] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-16), and is a dependency of this service.
[2025-12-16T20:32:08.135612] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-16T20:32:08.146812] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-16T20:32:08.151182] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-16T20:32:08.151281] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-16T20:32:11.157238] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-16T20:32:11.162057] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-16), and is a dependency of this service.
[2025-12-16T20:32:11.166904] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-16T20:32:11.174206] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-16T20:32:11.179762] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-16T20:32:11.179885] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-16T20:32:14.184348] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-16T20:32:14.187739] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-16), and is a dependency of this service.
[2025-12-16T20:32:14.191064] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-16T20:32:14.194246] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-16T20:32:14.197636] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-16T20:32:14.197738] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-16T20:32:17.202639] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-16T20:32:17.206100] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-16), and is a dependency of this service.
[2025-12-16T20:32:17.209504] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-16T20:32:17.212866] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-16T20:32:17.216193] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-16T20:32:17.216283] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-16T20:32:20.221062] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-16T20:32:20.224768] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-16), and is a dependency of this service.
[2025-12-16T20:32:20.228277] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-16T20:32:20.231611] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-16T20:32:20.234920] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-16T20:32:20.234997] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-16T20:32:23.240306] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-16T20:32:23.243760] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-16), and is a dependency of this service.
[2025-12-16T20:32:23.246998] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-16T20:32:23.250220] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-16T20:32:23.253326] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-16T20:32:23.253396] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-16T20:32:26.258153] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-16T20:32:26.261654] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-16), and is a dependency of this service.
[2025-12-16T20:32:26.264903] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-16T20:32:26.268136] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-16T20:32:26.271424] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-16T20:32:26.271520] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-16T20:32:29.276466] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-16T20:32:29.279829] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-16), and is a dependency of this service.
[2025-12-16T20:32:29.283089] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-16T20:32:29.286188] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-16T20:32:29.290060] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-16T20:32:29.290169] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-16T20:32:32.294850] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-16T20:32:32.298555] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-16), and is a dependency of this service.
[2025-12-16T20:32:32.302346] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-16T20:32:32.306514] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-16T20:32:32.310268] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-16T20:32:32.310380] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-16T20:32:35.315385] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-16T20:32:35.319322] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-16), and is a dependency of this service.
[2025-12-16T20:32:35.323357] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-16T20:32:35.327067] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-16T20:32:35.330593] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-16T20:32:35.330676] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-16T20:32:38.335227] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-16T20:32:38.338633] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-16), and is a dependency of this service.
[2025-12-16T20:32:38.342480] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-16T20:32:38.346125] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-16T20:32:38.349677] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-16T20:32:38.349745] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-16T20:32:41.354729] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-16T20:32:41.358272] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-16), and is a dependency of this service.
[2025-12-16T20:32:41.361689] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-16T20:32:41.366187] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-16T20:32:41.371147] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-16T20:32:41.371269] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-16T20:32:44.377669] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-16T20:32:44.382992] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-16), and is a dependency of this service.
[2025-12-16T20:32:44.387393] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-16T20:32:44.390990] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-16T20:32:44.394418] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-16T20:32:44.394501] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-16T20:32:47.400041] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-16T20:32:47.403607] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-16), and is a dependency of this service.
[2025-12-16T20:32:47.406908] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-16T20:32:47.410319] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-16T20:32:47.413716] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-16T20:32:47.413787] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-16T20:32:50.418285] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-16T20:32:50.421826] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-16), and is a dependency of this service.
[2025-12-16T20:32:50.425213] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-16T20:32:50.428493] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-16T20:32:50.431822] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-16T20:32:50.431897] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-16T20:32:53.436553] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-16T20:32:53.440107] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-16), and is a dependency of this service.
[2025-12-16T20:32:53.443645] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-16T20:32:53.446947] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-16T20:32:53.450348] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-16T20:32:53.450440] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-16T20:32:56.456422] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-16T20:32:56.461036] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-16), and is a dependency of this service.
[2025-12-16T20:32:56.464713] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-16T20:32:56.467981] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-16T20:32:56.471295] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-16T20:32:56.471367] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-16T20:32:59.476929] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-16T20:32:59.481154] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-16), and is a dependency of this service.
[2025-12-16T20:32:59.485433] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-16T20:32:59.489944] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-16T20:32:59.494115] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-16T20:32:59.494228] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-16T20:33:02.499093] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-16T20:33:02.502563] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-16), and is a dependency of this service.
[2025-12-16T20:33:02.505908] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-16T20:33:02.509320] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-16T20:33:02.512609] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-16T20:33:02.512676] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-16T20:33:05.518923] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-16T20:33:05.523560] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-16), and is a dependency of this service.
[2025-12-16T20:33:05.528243] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-16T20:33:05.532717] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-16T20:33:05.537183] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-16T20:33:05.537269] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-16T20:33:08.542040] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-16T20:33:08.545477] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-16), and is a dependency of this service.
[2025-12-16T20:33:08.549222] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-16T20:33:08.553023] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-16T20:33:08.556686] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-16T20:33:08.556762] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-16T20:33:11.561795] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-16T20:33:11.565476] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-16), and is a dependency of this service.
[2025-12-16T20:33:11.568735] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-16T20:33:11.572102] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-16T20:33:11.575603] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-16T20:33:11.575671] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-16T20:33:14.580874] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-16T20:33:14.584824] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-16), and is a dependency of this service.
[2025-12-16T20:33:14.588782] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-16T20:33:14.592828] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-16T20:33:14.596714] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-16T20:33:14.596798] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-16T20:33:17.602870] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-16T20:33:17.607896] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-16), and is a dependency of this service.
[2025-12-16T20:33:17.612792] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-16T20:33:17.616886] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-16T20:33:17.620879] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-16T20:33:17.620995] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-16T20:33:20.625382] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-16T20:33:20.629046] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-16), and is a dependency of this service.
[2025-12-16T20:33:20.632612] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-16T20:33:20.636102] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-16T20:33:20.639531] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-16T20:33:20.639650] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-16T20:33:23.644262] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-16T20:33:23.648029] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-16), and is a dependency of this service.
[2025-12-16T20:33:23.651650] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-16T20:33:23.655266] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-16T20:33:23.658871] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-16T20:33:23.658959] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-16T20:33:26.664083] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-16T20:33:26.668276] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-16), and is a dependency of this service.
[2025-12-16T20:33:26.672695] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-16T20:33:26.677112] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-16T20:33:26.681595] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-16T20:33:26.681696] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-16T20:33:29.686274] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-16T20:33:29.689884] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-16), and is a dependency of this service.
[2025-12-16T20:33:29.693435] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-16T20:33:29.696747] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-16T20:33:29.699944] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-16T20:33:29.700018] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-16T20:33:32.704836] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-16T20:33:32.708623] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-16), and is a dependency of this service.
[2025-12-16T20:33:32.712282] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-16T20:33:32.715842] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-16T20:33:32.719524] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-16T20:33:32.719634] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-16T20:33:35.725646] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-16T20:33:35.730907] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-16), and is a dependency of this service.
[2025-12-16T20:33:35.735668] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-16T20:33:35.740280] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-16T20:33:35.745155] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-16T20:33:35.745262] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-16T20:33:38.750075] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-16T20:33:38.753383] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-16), and is a dependency of this service.
[2025-12-16T20:33:38.757066] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-16T20:33:38.760725] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-16T20:33:38.764317] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-16T20:33:38.764388] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-16T20:33:41.769485] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-16T20:33:41.772892] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-16), and is a dependency of this service.
[2025-12-16T20:33:41.776182] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-16T20:33:41.779385] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-16T20:33:41.782526] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-16T20:33:41.782607] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-16T20:33:44.786938] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-16T20:33:44.790750] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-16), and is a dependency of this service.
[2025-12-16T20:33:44.794335] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-16T20:33:44.798070] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-16T20:33:44.801884] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-16T20:33:44.801961] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-16T20:33:47.806864] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-16T20:33:47.810527] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-16), and is a dependency of this service.
[2025-12-16T20:33:47.813898] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-16T20:33:47.817865] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-16T20:33:47.821379] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-16T20:33:47.821474] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-16T20:33:50.826850] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-16T20:33:50.830476] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-16), and is a dependency of this service.
[2025-12-16T20:33:50.834143] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-16T20:33:50.837469] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-16T20:33:50.840691] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-16T20:33:50.840761] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-16T20:33:53.845987] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-16T20:33:53.849348] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-16), and is a dependency of this service.
[2025-12-16T20:33:53.852775] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-16T20:33:53.855920] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-16T20:33:53.859064] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-16T20:33:53.859133] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-16T20:33:56.863931] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-16T20:33:56.867259] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-16), and is a dependency of this service.
[2025-12-16T20:33:56.870492] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-16T20:33:56.873839] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-16T20:33:56.877610] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-16T20:33:56.877721] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-16T20:33:59.883248] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-16T20:33:59.886958] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-16), and is a dependency of this service.
[2025-12-16T20:33:59.890160] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-16T20:33:59.893334] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-16T20:33:59.896479] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-16T20:33:59.896544] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-16T20:34:02.901625] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-16T20:34:02.905078] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-16), and is a dependency of this service.
[2025-12-16T20:34:02.908744] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-16T20:34:02.912254] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-16T20:34:02.915648] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-16T20:34:02.915721] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-16T20:34:05.921024] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-16T20:34:05.925004] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-16), and is a dependency of this service.
[2025-12-16T20:34:05.928784] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-16T20:34:05.933011] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-16T20:34:05.936897] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-16T20:34:05.937013] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-16T20:34:08.941966] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-16T20:34:08.945928] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-16), and is a dependency of this service.
[2025-12-16T20:34:08.950319] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-16T20:34:08.955773] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-16T20:34:08.960071] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-16T20:34:08.960148] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-16T20:34:11.965119] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-16T20:34:11.969368] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-16), and is a dependency of this service.
[2025-12-16T20:34:11.973408] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-16T20:34:11.977396] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-16T20:34:11.981623] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-16T20:34:11.981730] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-16T20:34:14.986589] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-16T20:34:14.990539] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-16), and is a dependency of this service.
[2025-12-16T20:34:14.994245] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-16T20:34:14.997907] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-16T20:34:15.001738] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-16T20:34:15.001823] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-16T20:34:18.006464] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-16T20:34:18.010161] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-16), and is a dependency of this service.
[2025-12-16T20:34:18.013784] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-16T20:34:18.017266] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-16T20:34:18.020983] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-16T20:34:18.021065] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-16T20:34:21.025833] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-16T20:34:21.029608] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-16), and is a dependency of this service.
[2025-12-16T20:34:21.033076] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-16T20:34:21.036407] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-16T20:34:21.039827] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-16T20:34:21.039901] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-16T20:34:24.046259] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-16T20:34:24.050149] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-16), and is a dependency of this service.
[2025-12-16T20:34:24.053545] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-16T20:34:24.056973] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-16T20:34:24.060880] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-16T20:34:24.060994] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-16T20:34:27.065472] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-16T20:34:27.069751] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-16), and is a dependency of this service.
[2025-12-16T20:34:27.073878] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-16T20:34:27.077913] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-16T20:34:27.081565] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-16T20:34:27.081712] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-16T20:34:30.086596] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-16T20:34:30.090141] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-16), and is a dependency of this service.
[2025-12-16T20:34:30.093598] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-16T20:34:30.096950] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-16T20:34:30.100764] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-16T20:34:30.100843] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-16T20:34:33.106072] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-16T20:34:33.109468] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-16), and is a dependency of this service.
[2025-12-16T20:34:33.113055] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-16T20:34:33.116466] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-16T20:34:33.119869] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-16T20:34:33.119944] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-16T20:34:36.124885] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-16T20:34:36.128171] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-16), and is a dependency of this service.
[2025-12-16T20:34:36.131464] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-16T20:34:36.134820] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-16T20:34:36.137980] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-16T20:34:36.138051] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-16T20:34:39.142750] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-16T20:34:39.146233] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-16), and is a dependency of this service.
[2025-12-16T20:34:39.150417] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-16T20:34:39.154312] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-16T20:34:39.158252] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-16T20:34:39.158332] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-16T20:34:42.164215] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-16T20:34:42.167848] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-16), and is a dependency of this service.
[2025-12-16T20:34:42.171091] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-16T20:34:42.174284] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-16T20:34:42.177584] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-16T20:34:42.177656] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-16T20:34:45.185714] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-16T20:34:45.191120] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-16), and is a dependency of this service.
[2025-12-16T20:34:45.196427] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-16T20:34:45.200807] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-16T20:34:45.204257] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-16T20:34:45.204333] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-16T20:34:48.209101] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-16T20:34:48.212597] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-16), and is a dependency of this service.
[2025-12-16T20:34:48.215955] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-16T20:34:48.219330] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-16T20:34:48.222680] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-16T20:34:48.222761] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-16T20:34:51.227399] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-16T20:34:51.231223] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-16), and is a dependency of this service.
[2025-12-16T20:34:51.234948] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-16T20:34:51.238802] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-16T20:34:51.243217] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-16T20:34:51.243333] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-16T20:34:54.249073] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-16T20:34:54.254307] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-16), and is a dependency of this service.
[2025-12-16T20:34:54.259531] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-16T20:34:54.265034] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-16T20:34:54.270218] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-16T20:34:54.270341] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-16T20:34:57.275093] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-16T20:34:57.278751] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-16), and is a dependency of this service.
[2025-12-16T20:34:57.282279] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-16T20:34:57.285718] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-16T20:34:57.289136] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-16T20:34:57.289244] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-16T20:35:00.295009] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-16T20:35:00.299863] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-16), and is a dependency of this service.
[2025-12-16T20:35:00.304662] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-16T20:35:00.309726] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-16T20:35:00.314750] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-16T20:35:00.315009] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-16T20:35:03.321542] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-16T20:35:03.327128] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-16), and is a dependency of this service.
[2025-12-16T20:35:03.331694] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-16T20:35:03.336455] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-16T20:35:03.341335] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-16T20:35:03.341455] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-16T20:35:06.346920] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-16T20:35:06.351113] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-16), and is a dependency of this service.
[2025-12-16T20:35:06.355557] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-16T20:35:06.359292] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-16T20:35:06.362500] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-16T20:35:06.362584] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-16T20:35:09.368736] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-16T20:35:09.372564] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-16), and is a dependency of this service.
[2025-12-16T20:35:09.376942] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-16T20:35:09.381054] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-16T20:35:09.385045] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-16T20:35:09.385124] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-16T20:35:12.391927] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-16T20:35:12.397526] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-16), and is a dependency of this service.
[2025-12-16T20:35:12.403666] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-16T20:35:12.409760] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-16T20:35:12.415427] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-16T20:35:12.415603] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-16T20:35:15.420397] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-16T20:35:15.424160] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-16), and is a dependency of this service.
[2025-12-16T20:35:15.427820] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-16T20:35:15.431425] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-16T20:35:15.435215] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-16T20:35:15.435296] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-16T20:35:18.440483] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-16T20:35:18.444264] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-16), and is a dependency of this service.
[2025-12-16T20:35:18.447856] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-16T20:35:18.451499] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-16T20:35:18.455084] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-16T20:35:18.455169] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-16T20:35:21.460372] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-16T20:35:21.463763] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-16), and is a dependency of this service.
[2025-12-16T20:35:21.466955] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-16T20:35:21.470148] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-16T20:35:21.473288] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-16T20:35:21.473356] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-16T20:35:24.478207] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-16T20:35:24.481523] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-16), and is a dependency of this service.
[2025-12-16T20:35:24.484749] [WARN ] [sig-status] Service 'sig' is not running.
[2025-12-16T20:35:24.487961] [WARN ] [sig-status] Service 'sig' is not running, has completed successfully since the last trading day (2025-12-16), and is a dependency of this service.
[2025-12-16T20:35:24.491212] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-16T20:35:24.494335] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-16T20:35:24.494609] [WARN ] [STATE     ] State set to: RUNNING
[2025-12-16T20:35:24.494681] [INFO ] [MODE      ] Using multithreaded
[2025-12-16T20:35:24.494751] [DEBUG] [REMOTE    ] Fetching available forecast dates from 'https://sig.silogroup.org/forecasts/full'.
[2025-12-16T20:35:24.499788] [DEBUG] [REMOTE    ] Found 46 available forecast dates.
[2025-12-16T20:35:24.499973] [DEBUG] [REMOTE    ] Fetching signal forecasts from 'https://sig.silogroup.org/forecasts/full/2025-12-17.txt'.
[2025-12-16T20:35:24.506104] [DEBUG] [REMOTE    ] Fetched 3585 signal forecasts for 2025-12-17.
[2025-12-16T20:35:24.540090] [INFO ] [main      ] Starting parallel forecast configuration with 4 worker processes for 0 symbols
[2025-12-16T20:35:24.541446] [INFO ] [main      ] Parallel configuration completed in 0.0s. Processed 0 symbols.
[2025-12-16T20:35:24.541504] [INFO ] [main      ] Configuration success rate: 0.0% (0/0 symbols)
[2025-12-16T20:35:25.284814] [DEBUG] [EMAIL     ] Email sent to 'chris.punches@silogroup.org' with subject: 'COMPLETE_OK: MAG Forecast Configuration Completed (0/0 @ 0.00%)'
[2025-12-16T20:35:25.293802] [INFO ] [MODE      ] Using multithreaded
[2025-12-16T20:35:25.293893] [INFO ] [main      ] Fetching signal forecasts...
[2025-12-16T20:35:25.293960] [DEBUG] [REMOTE    ] Fetching available forecast dates from 'https://sig.silogroup.org/forecasts/full'.
[2025-12-16T20:35:25.300229] [DEBUG] [REMOTE    ] Found 46 available forecast dates.
[2025-12-16T20:35:25.300444] [INFO ] [main      ] Found available forecast date (2025-12-17).
[2025-12-16T20:35:25.300540] [DEBUG] [REMOTE    ] Fetching signal forecasts from 'https://sig.silogroup.org/forecasts/full/2025-12-17.txt'.
[2025-12-16T20:35:25.307142] [DEBUG] [REMOTE    ] Fetched 3585 signal forecasts for 2025-12-17.
[2025-12-16T20:35:25.307336] [INFO ] [main      ] Fetched 3585 forecasts.
[2025-12-16T20:35:25.307663] [INFO ] [main      ] Found 435 high-confidence bullish forecasts (>= 90.0%).
[2025-12-16T20:35:25.307736] [INFO ] [main      ] Starting parallel forecast generation with 4 worker processes for 435 symbols
[2025-12-16T20:35:25.335932] [INFO ] [main      ] Fetching symbol history for TSQ...
[2025-12-16T20:35:25.335891] [INFO ] [main      ] Fetching symbol history for PCN...
[2025-12-16T20:35:25.335969] [INFO ] [main      ] Fetching symbol history for TS...
[2025-12-16T20:35:25.336300] [DEBUG] [REMOTE    ] TS: Fetching historical data.
[2025-12-16T20:35:25.336303] [DEBUG] [REMOTE    ] TSQ: Fetching historical data.
[2025-12-16T20:35:25.336310] [DEBUG] [REMOTE    ] PCN: Fetching historical data.
[2025-12-16T20:35:25.338880] [INFO ] [main      ] Fetching symbol history for NVO...
[2025-12-16T20:35:25.339283] [DEBUG] [REMOTE    ] NVO: Fetching historical data.
[2025-12-16T20:35:25.362252] [DEBUG] [REMOTE    ] TSQ: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:25.363729] [DEBUG] [LOCAL     ] Loaded configuration for TSQ: 4 features, N/A% accuracy
[2025-12-16T20:35:25.363809] [INFO ] [LOCAL     ] TSQ: Loaded 4 optimal features with 55.88% confidence from JSON config
[2025-12-16T20:35:25.363848] [DEBUG] [MAG       ] Building data for symbol: TSQ with lookback: 0
[2025-12-16T20:35:25.366120] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-16T20:35:25.366166] [DEBUG] [REMOTE    ] PCN: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:25.366268] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:35:25.366938] [DEBUG] [REMOTE    ] TS: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:25.366995] [DEBUG] [LOCAL     ] Loaded configuration for PCN: 4 features, N/A% accuracy
[2025-12-16T20:35:25.367071] [INFO ] [LOCAL     ] PCN: Loaded 4 optimal features with 56.27% confidence from JSON config
[2025-12-16T20:35:25.367116] [DEBUG] [MAG       ] Building data for symbol: PCN with lookback: 0
[2025-12-16T20:35:25.367955] [DEBUG] [LOCAL     ] Loaded configuration for TS: 1 features, N/A% accuracy
[2025-12-16T20:35:25.368053] [INFO ] [LOCAL     ] TS: Loaded 1 optimal features with 63.90% confidence from JSON config
[2025-12-16T20:35:25.368117] [DEBUG] [MAG       ] Building data for symbol: TS with lookback: 0
[2025-12-16T20:35:25.369140] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-16T20:35:25.369258] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:35:25.370557] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-16T20:35:25.370680] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:35:25.371847] [DEBUG] [REMOTE    ] NVO: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:25.373087] [DEBUG] [LOCAL     ] Loaded configuration for NVO: 6 features, N/A% accuracy
[2025-12-16T20:35:25.373173] [INFO ] [LOCAL     ] NVO: Loaded 6 optimal features with 56.02% confidence from JSON config
[2025-12-16T20:35:25.373232] [DEBUG] [MAG       ] Building data for symbol: NVO with lookback: 0
[2025-12-16T20:35:25.373633] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-16T20:35:25.375601] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:35:25.375839] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-16T20:35:25.375952] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:35:25.377767] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-16T20:35:25.377943] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:35:25.378752] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-16T20:35:25.379543] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:35:25.379676] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:25.382337] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:25.382918] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-16T20:35:25.383544] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:35:25.383708] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:25.384332] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-16T20:35:25.388444] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-16T20:35:25.389514] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-16T20:35:25.390754] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:25.730180] [DEBUG] [MAG       ] PCN: Last date is validated at 2025-12-16
[2025-12-16T20:35:25.730532] [DEBUG] [MAG       ] TSQ: Last date is validated at 2025-12-16
[2025-12-16T20:35:25.737323] [DEBUG] [MAG       ] NVO: Last date is validated at 2025-12-16
[2025-12-16T20:35:25.739887] [DEBUG] [MAG       ] TS: Last date is validated at 2025-12-16
[2025-12-16T20:35:25.900733] [DEBUG] [MAG       ] TSQ: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:25.904478] [DEBUG] [MAG       ] PCN: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:25.906426] [DEBUG] [MAG       ] NVO: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:25.913924] [DEBUG] [MAG       ] TS: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:25.979636] [FATAL] [LOCAL     ] Error saving forecast result for TSQ: [Errno 17] File exists: './output/forecasts/individual/2025-12-17'
[2025-12-16T20:35:25.979721] [INFO ] [LOCAL     ] PCN: Saved forecast.
[2025-12-16T20:35:25.979791] [INFO ] [main      ] TSQ: Signal=1 (Conf=100.0%), Magnitude=1.60% (Conf=55.8827%)
[2025-12-16T20:35:25.979808] [INFO ] [main      ] PCN: Signal=1 (Conf=100.0%), Magnitude=0.61% (Conf=56.2675%)
[2025-12-16T20:35:25.980070] [INFO ] [main      ] Fetching symbol history for QLYS...
[2025-12-16T20:35:25.980473] [DEBUG] [REMOTE    ] QLYS: Fetching historical data.
[2025-12-16T20:35:25.980488] [INFO ] [main      ] Fetching symbol history for PVL...
[2025-12-16T20:35:25.980678] [INFO ] [main      ] Progress: 1/435 forecasts completed (0.2%). TSQ finished in 0.6s. ETA: 4m 52s. Rate: 89.17 forecasts/min
[2025-12-16T20:35:25.980556] [DEBUG] [REMOTE    ] PVL: Fetching historical data.
[2025-12-16T20:35:25.981770] [INFO ] [main      ] Progress: 2/435 forecasts completed (0.5%). PCN finished in 0.6s. ETA: 2m 26s. Rate: 178.04 forecasts/min
[2025-12-16T20:35:25.991407] [DEBUG] [REMOTE    ] QLYS: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:25.991909] [DEBUG] [REMOTE    ] PVL: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:25.992422] [DEBUG] [LOCAL     ] Loaded configuration for QLYS: 6 features, N/A% accuracy
[2025-12-16T20:35:25.992481] [INFO ] [LOCAL     ] QLYS: Loaded 6 optimal features with 56.44% confidence from JSON config
[2025-12-16T20:35:25.992523] [DEBUG] [MAG       ] Building data for symbol: QLYS with lookback: 0
[2025-12-16T20:35:25.993323] [DEBUG] [LOCAL     ] Loaded configuration for PVL: 7 features, N/A% accuracy
[2025-12-16T20:35:25.993331] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-16T20:35:25.993377] [INFO ] [LOCAL     ] PVL: Loaded 7 optimal features with 40.39% confidence from JSON config
[2025-12-16T20:35:25.993390] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:35:25.993411] [DEBUG] [MAG       ] Building data for symbol: PVL with lookback: 0
[2025-12-16T20:35:25.994215] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-16T20:35:25.994280] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:35:25.995162] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:35:25.995791] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:35:25.996228] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-16T20:35:25.997253] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-16T20:35:25.998424] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-16T20:35:25.999314] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-16T20:35:25.999777] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:26.000914] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:35:26.003111] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:35:26.003778] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-16T20:35:26.004935] [INFO ] [LOCAL     ] TS: Saved forecast.
[2025-12-16T20:35:26.005009] [INFO ] [main      ] TS: Signal=1 (Conf=100.0%), Magnitude=-1.54% (Conf=63.9039%)
[2025-12-16T20:35:26.005448] [INFO ] [main      ] Fetching symbol history for AN...
[2025-12-16T20:35:26.005503] [DEBUG] [REMOTE    ] AN: Fetching historical data.
[2025-12-16T20:35:26.005469] [INFO ] [main      ] Progress: 3/435 forecasts completed (0.7%). TS finished in 0.7s. ETA: 1m 40s. Rate: 258.00 forecasts/min
[2025-12-16T20:35:26.005873] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-16T20:35:26.008328] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-16T20:35:26.011338] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:26.016371] [DEBUG] [REMOTE    ] AN: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:26.017273] [DEBUG] [LOCAL     ] Loaded configuration for AN: 5 features, N/A% accuracy
[2025-12-16T20:35:26.017332] [INFO ] [LOCAL     ] AN: Loaded 5 optimal features with 60.13% confidence from JSON config
[2025-12-16T20:35:26.017364] [DEBUG] [MAG       ] Building data for symbol: AN with lookback: 0
[2025-12-16T20:35:26.018151] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-16T20:35:26.018215] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-16T20:35:26.019357] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-16T20:35:26.020186] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-16T20:35:26.021450] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-16T20:35:26.022845] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-16T20:35:26.024648] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:26.060215] [INFO ] [LOCAL     ] NVO: Saved forecast.
[2025-12-16T20:35:26.060298] [INFO ] [main      ] NVO: Signal=1 (Conf=100.0%), Magnitude=-4.86% (Conf=56.0234%)
[2025-12-16T20:35:26.060741] [INFO ] [main      ] Fetching symbol history for TFII...
[2025-12-16T20:35:26.060803] [DEBUG] [REMOTE    ] TFII: Fetching historical data.
[2025-12-16T20:35:26.061801] [INFO ] [main      ] Progress: 4/435 forecasts completed (0.9%). NVO finished in 0.7s. ETA: 1m 21s. Rate: 318.30 forecasts/min
[2025-12-16T20:35:26.071180] [DEBUG] [REMOTE    ] TFII: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:26.071977] [DEBUG] [LOCAL     ] Loaded configuration for TFII: 11 features, N/A% accuracy
[2025-12-16T20:35:26.072040] [INFO ] [LOCAL     ] TFII: Loaded 11 optimal features with 54.73% confidence from JSON config
[2025-12-16T20:35:26.072072] [DEBUG] [MAG       ] Building data for symbol: TFII with lookback: 0
[2025-12-16T20:35:26.072846] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-12-16T20:35:26.072910] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:35:26.074635] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:35:26.075146] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:35:26.075604] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-16T20:35:26.187615] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-16T20:35:26.188474] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-16T20:35:26.189194] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-16T20:35:26.206745] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-16T20:35:26.207807] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-16T20:35:26.209531] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-16T20:35:26.210653] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-16T20:35:26.211364] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:26.344977] [DEBUG] [MAG       ] QLYS: Last date is validated at 2025-12-16
[2025-12-16T20:35:26.351931] [DEBUG] [MAG       ] PVL: Last date is validated at 2025-12-16
[2025-12-16T20:35:26.362792] [DEBUG] [MAG       ] AN: Last date is validated at 2025-12-16
[2025-12-16T20:35:26.522291] [DEBUG] [MAG       ] PVL: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:26.523892] [DEBUG] [MAG       ] QLYS: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:26.528430] [DEBUG] [MAG       ] AN: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:26.553219] [DEBUG] [MAG       ] TFII: Last date is validated at 2025-12-16
[2025-12-16T20:35:26.638474] [INFO ] [LOCAL     ] PVL: Saved forecast.
[2025-12-16T20:35:26.638542] [INFO ] [main      ] PVL: Signal=1 (Conf=100.0%), Magnitude=0.00% (Conf=40.3916%)
[2025-12-16T20:35:26.638731] [INFO ] [main      ] Fetching symbol history for NKSH...
[2025-12-16T20:35:26.638775] [DEBUG] [REMOTE    ] NKSH: Fetching historical data.
[2025-12-16T20:35:26.639950] [INFO ] [main      ] Progress: 5/435 forecasts completed (1.1%). PVL finished in 0.7s. ETA: 1m 55s. Rate: 225.20 forecasts/min
[2025-12-16T20:35:26.640125] [INFO ] [LOCAL     ] AN: Saved forecast.
[2025-12-16T20:35:26.640196] [INFO ] [main      ] AN: Signal=1 (Conf=100.0%), Magnitude=-1.73% (Conf=60.1305%)
[2025-12-16T20:35:26.640564] [INFO ] [main      ] Fetching symbol history for DSX...
[2025-12-16T20:35:26.640600] [INFO ] [main      ] Progress: 6/435 forecasts completed (1.4%). AN finished in 0.6s. ETA: 1m 35s. Rate: 270.11 forecasts/min
[2025-12-16T20:35:26.640633] [DEBUG] [REMOTE    ] DSX: Fetching historical data.
[2025-12-16T20:35:26.649148] [DEBUG] [REMOTE    ] NKSH: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:26.650123] [DEBUG] [LOCAL     ] Loaded configuration for NKSH: 3 features, N/A% accuracy
[2025-12-16T20:35:26.650191] [INFO ] [LOCAL     ] NKSH: Loaded 3 optimal features with 55.28% confidence from JSON config
[2025-12-16T20:35:26.650229] [DEBUG] [MAG       ] Building data for symbol: NKSH with lookback: 0
[2025-12-16T20:35:26.651018] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-16T20:35:26.651079] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-16T20:35:26.651976] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-16T20:35:26.651982] [DEBUG] [REMOTE    ] DSX: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:26.652650] [DEBUG] [LOCAL     ] Loaded configuration for DSX: 4 features, N/A% accuracy
[2025-12-16T20:35:26.652702] [INFO ] [LOCAL     ] DSX: Loaded 4 optimal features with 25.65% confidence from JSON config
[2025-12-16T20:35:26.652734] [DEBUG] [MAG       ] Building data for symbol: DSX with lookback: 0
[2025-12-16T20:35:26.652870] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-16T20:35:26.653475] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-16T20:35:26.653537] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:35:26.655322] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:35:26.655648] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:26.656091] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:35:26.656542] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-16T20:35:26.657426] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:26.719949] [DEBUG] [MAG       ] TFII: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:26.787107] [INFO ] [LOCAL     ] QLYS: Saved forecast.
[2025-12-16T20:35:26.787190] [INFO ] [main      ] QLYS: Signal=1 (Conf=100.0%), Magnitude=1.22% (Conf=56.4378%)
[2025-12-16T20:35:26.787398] [INFO ] [main      ] Fetching symbol history for VALE...
[2025-12-16T20:35:26.787456] [DEBUG] [REMOTE    ] VALE: Fetching historical data.
[2025-12-16T20:35:26.788675] [INFO ] [main      ] Progress: 7/435 forecasts completed (1.6%). QLYS finished in 0.8s. ETA: 1m 31s. Rate: 283.62 forecasts/min
[2025-12-16T20:35:26.798901] [DEBUG] [REMOTE    ] VALE: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:26.799764] [DEBUG] [LOCAL     ] Loaded configuration for VALE: 5 features, N/A% accuracy
[2025-12-16T20:35:26.799829] [INFO ] [LOCAL     ] VALE: Loaded 5 optimal features with 53.62% confidence from JSON config
[2025-12-16T20:35:26.799869] [DEBUG] [MAG       ] Building data for symbol: VALE with lookback: 0
[2025-12-16T20:35:26.800740] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-16T20:35:26.800818] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:35:26.806443] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:35:26.808567] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:35:26.809079] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:35:26.809528] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-16T20:35:26.813439] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:26.843993] [INFO ] [LOCAL     ] TFII: Saved forecast.
[2025-12-16T20:35:26.844077] [INFO ] [main      ] TFII: Signal=1 (Conf=100.0%), Magnitude=0.64% (Conf=54.7349%)
[2025-12-16T20:35:26.844492] [INFO ] [main      ] Fetching symbol history for BBLG...
[2025-12-16T20:35:26.844560] [DEBUG] [REMOTE    ] BBLG: Fetching historical data.
[2025-12-16T20:35:26.844663] [INFO ] [main      ] Progress: 8/435 forecasts completed (1.8%). TFII finished in 0.8s. ETA: 1m 22s. Rate: 312.32 forecasts/min
[2025-12-16T20:35:26.855633] [DEBUG] [REMOTE    ] BBLG: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:26.856749] [DEBUG] [LOCAL     ] Loaded configuration for BBLG: 6 features, N/A% accuracy
[2025-12-16T20:35:26.856807] [INFO ] [LOCAL     ] BBLG: Loaded 6 optimal features with 55.63% confidence from JSON config
[2025-12-16T20:35:26.856842] [DEBUG] [MAG       ] Building data for symbol: BBLG with lookback: 0
[2025-12-16T20:35:26.857725] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-16T20:35:26.857790] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:35:26.863315] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:35:26.865363] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:35:26.865935] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:35:26.866350] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-16T20:35:26.981882] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-16T20:35:26.984778] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:26.994499] [DEBUG] [MAG       ] DSX: Last date is validated at 2025-12-16
[2025-12-16T20:35:26.994778] [DEBUG] [MAG       ] NKSH: Last date is validated at 2025-12-16
[2025-12-16T20:35:27.144862] [DEBUG] [MAG       ] VALE: Last date is validated at 2025-12-16
[2025-12-16T20:35:27.159555] [DEBUG] [MAG       ] NKSH: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:27.163163] [DEBUG] [MAG       ] DSX: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:27.216302] [INFO ] [LOCAL     ] DSX: Saved forecast.
[2025-12-16T20:35:27.216369] [INFO ] [main      ] DSX: Signal=1 (Conf=100.0%), Magnitude=0.00% (Conf=25.6488%)
[2025-12-16T20:35:27.216768] [INFO ] [main      ] Fetching symbol history for PSCH...
[2025-12-16T20:35:27.216820] [DEBUG] [REMOTE    ] PSCH: Fetching historical data.
[2025-12-16T20:35:27.216802] [INFO ] [main      ] Progress: 9/435 forecasts completed (2.1%). DSX finished in 0.6s. ETA: 1m 30s. Rate: 282.87 forecasts/min
[2025-12-16T20:35:27.227193] [DEBUG] [REMOTE    ] PSCH: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:27.228130] [DEBUG] [LOCAL     ] Loaded configuration for PSCH: 0 features, N/A% accuracy
[2025-12-16T20:35:27.228182] [INFO ] [LOCAL     ] PSCH: Loaded 0 optimal features with 64.82% confidence from JSON config
[2025-12-16T20:35:27.228216] [DEBUG] [MAG       ] Building data for symbol: PSCH with lookback: 0
[2025-12-16T20:35:27.229035] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-16T20:35:27.238338] [INFO ] [LOCAL     ] NKSH: Saved forecast.
[2025-12-16T20:35:27.238397] [INFO ] [main      ] NKSH: Signal=1 (Conf=100.0%), Magnitude=2.13% (Conf=55.2775%)
[2025-12-16T20:35:27.238559] [INFO ] [main      ] Fetching symbol history for BFK...
[2025-12-16T20:35:27.238751] [DEBUG] [REMOTE    ] BFK: Fetching historical data.
[2025-12-16T20:35:27.239682] [INFO ] [main      ] Progress: 10/435 forecasts completed (2.3%). NKSH finished in 0.6s. ETA: 1m 22s. Rate: 310.57 forecasts/min
[2025-12-16T20:35:27.249140] [DEBUG] [REMOTE    ] BFK: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:27.249899] [DEBUG] [LOCAL     ] Loaded configuration for BFK: 3 features, N/A% accuracy
[2025-12-16T20:35:27.249949] [INFO ] [LOCAL     ] BFK: Loaded 3 optimal features with 46.11% confidence from JSON config
[2025-12-16T20:35:27.249980] [DEBUG] [MAG       ] Building data for symbol: BFK with lookback: 0
[2025-12-16T20:35:27.250737] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-16T20:35:27.250795] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-16T20:35:27.251508] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-16T20:35:27.253134] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-16T20:35:27.253858] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:27.309706] [DEBUG] [MAG       ] VALE: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:27.330595] [DEBUG] [MAG       ] BBLG: Last date is validated at 2025-12-16
[2025-12-16T20:35:27.370952] [INFO ] [LOCAL     ] VALE: Saved forecast.
[2025-12-16T20:35:27.371020] [INFO ] [main      ] VALE: Signal=1 (Conf=100.0%), Magnitude=-0.44% (Conf=53.6249%)
[2025-12-16T20:35:27.371364] [INFO ] [main      ] Fetching symbol history for PFIS...
[2025-12-16T20:35:27.371413] [DEBUG] [REMOTE    ] PFIS: Fetching historical data.
[2025-12-16T20:35:27.371644] [INFO ] [main      ] Progress: 11/435 forecasts completed (2.5%). VALE finished in 0.6s. ETA: 1m 20s. Rate: 319.79 forecasts/min
[2025-12-16T20:35:27.382336] [DEBUG] [REMOTE    ] PFIS: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:27.383176] [DEBUG] [LOCAL     ] Loaded configuration for PFIS: 7 features, N/A% accuracy
[2025-12-16T20:35:27.383224] [INFO ] [LOCAL     ] PFIS: Loaded 7 optimal features with 62.79% confidence from JSON config
[2025-12-16T20:35:27.383257] [DEBUG] [MAG       ] Building data for symbol: PFIS with lookback: 0
[2025-12-16T20:35:27.384169] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-16T20:35:27.384234] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:35:27.389035] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:35:27.390833] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:35:27.391348] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:35:27.391800] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-16T20:35:27.394218] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-16T20:35:27.395279] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-16T20:35:27.396879] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:27.499997] [DEBUG] [MAG       ] BBLG: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:27.571485] [DEBUG] [MAG       ] PSCH: Last date is validated at 2025-12-16
[2025-12-16T20:35:27.572425] [INFO ] [LOCAL     ] BBLG: Saved forecast.
[2025-12-16T20:35:27.572497] [INFO ] [main      ] BBLG: Signal=1 (Conf=100.0%), Magnitude=1.19% (Conf=55.629%)
[2025-12-16T20:35:27.572909] [INFO ] [main      ] Fetching symbol history for XYL...
[2025-12-16T20:35:27.572962] [DEBUG] [REMOTE    ] XYL: Fetching historical data.
[2025-12-16T20:35:27.573669] [INFO ] [main      ] Progress: 12/435 forecasts completed (2.8%). BBLG finished in 0.7s. ETA: 1m 20s. Rate: 317.76 forecasts/min
[2025-12-16T20:35:27.584341] [DEBUG] [REMOTE    ] XYL: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:27.585966] [DEBUG] [LOCAL     ] Loaded configuration for XYL: 6 features, N/A% accuracy
[2025-12-16T20:35:27.586023] [INFO ] [LOCAL     ] XYL: Loaded 6 optimal features with 66.98% confidence from JSON config
[2025-12-16T20:35:27.586060] [DEBUG] [MAG       ] Building data for symbol: XYL with lookback: 0
[2025-12-16T20:35:27.586841] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-16T20:35:27.586902] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:35:27.587708] [DEBUG] [MAG       ] BFK: Last date is validated at 2025-12-16
[2025-12-16T20:35:27.591704] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-16T20:35:27.592554] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-16T20:35:27.594970] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-16T20:35:27.635219] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-16T20:35:27.636300] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-16T20:35:27.637421] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:27.732743] [DEBUG] [MAG       ] PFIS: Last date is validated at 2025-12-16
[2025-12-16T20:35:27.741272] [DEBUG] [MAG       ] PSCH: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:27.752003] [DEBUG] [MAG       ] BFK: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:27.805096] [INFO ] [LOCAL     ] BFK: Saved forecast.
[2025-12-16T20:35:27.805171] [INFO ] [main      ] BFK: Signal=1 (Conf=100.0%), Magnitude=0.04% (Conf=46.1078%)
[2025-12-16T20:35:27.805650] [INFO ] [main      ] Fetching symbol history for IBM...
[2025-12-16T20:35:27.805562] [INFO ] [main      ] Progress: 13/435 forecasts completed (3.0%). BFK finished in 0.6s. ETA: 1m 21s. Rate: 312.28 forecasts/min
[2025-12-16T20:35:27.805698] [DEBUG] [REMOTE    ] IBM: Fetching historical data.
[2025-12-16T20:35:27.814413] [INFO ] [LOCAL     ] PSCH: Saved forecast.
[2025-12-16T20:35:27.814479] [INFO ] [main      ] PSCH: Signal=1 (Conf=100.0%), Magnitude=0.12% (Conf=64.8248%)
[2025-12-16T20:35:27.814858] [INFO ] [main      ] Fetching symbol history for RAIL...
[2025-12-16T20:35:27.814911] [DEBUG] [REMOTE    ] RAIL: Fetching historical data.
[2025-12-16T20:35:27.816000] [DEBUG] [REMOTE    ] IBM: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:27.816592] [INFO ] [main      ] Progress: 14/435 forecasts completed (3.2%). PSCH finished in 0.6s. ETA: 1m 15s. Rate: 334.82 forecasts/min
[2025-12-16T20:35:27.817376] [DEBUG] [LOCAL     ] Loaded configuration for IBM: 3 features, N/A% accuracy
[2025-12-16T20:35:27.817432] [INFO ] [LOCAL     ] IBM: Loaded 3 optimal features with 72.49% confidence from JSON config
[2025-12-16T20:35:27.817464] [DEBUG] [MAG       ] Building data for symbol: IBM with lookback: 0
[2025-12-16T20:35:27.818249] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-16T20:35:27.818313] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-16T20:35:27.819031] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-16T20:35:27.819924] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-16T20:35:27.821638] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:27.827246] [DEBUG] [REMOTE    ] RAIL: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:27.828077] [DEBUG] [LOCAL     ] Loaded configuration for RAIL: 1 features, N/A% accuracy
[2025-12-16T20:35:27.828131] [INFO ] [LOCAL     ] RAIL: Loaded 1 optimal features with 49.20% confidence from JSON config
[2025-12-16T20:35:27.828163] [DEBUG] [MAG       ] Building data for symbol: RAIL with lookback: 0
[2025-12-16T20:35:27.829036] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-16T20:35:27.829100] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-16T20:35:27.833627] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:27.899297] [DEBUG] [MAG       ] PFIS: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:27.973774] [DEBUG] [MAG       ] XYL: Last date is validated at 2025-12-16
[2025-12-16T20:35:27.985757] [INFO ] [LOCAL     ] PFIS: Saved forecast.
[2025-12-16T20:35:27.985843] [INFO ] [main      ] PFIS: Signal=1 (Conf=100.0%), Magnitude=-1.61% (Conf=62.7871%)
[2025-12-16T20:35:27.986201] [INFO ] [main      ] Fetching symbol history for MSA...
[2025-12-16T20:35:27.986252] [DEBUG] [REMOTE    ] MSA: Fetching historical data.
[2025-12-16T20:35:27.986656] [INFO ] [main      ] Progress: 15/435 forecasts completed (3.4%). PFIS finished in 0.6s. ETA: 1m 15s. Rate: 335.96 forecasts/min
[2025-12-16T20:35:27.997653] [DEBUG] [REMOTE    ] MSA: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:27.998558] [DEBUG] [LOCAL     ] Loaded configuration for MSA: 8 features, N/A% accuracy
[2025-12-16T20:35:27.998643] [INFO ] [LOCAL     ] MSA: Loaded 8 optimal features with 44.64% confidence from JSON config
[2025-12-16T20:35:27.998676] [DEBUG] [MAG       ] Building data for symbol: MSA with lookback: 0
[2025-12-16T20:35:27.999457] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-16T20:35:27.999519] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:35:28.001180] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:35:28.002119] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-16T20:35:28.111871] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-16T20:35:28.113933] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-16T20:35:28.114934] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-16T20:35:28.140026] [DEBUG] [MAG       ] XYL: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:28.154074] [DEBUG] [MAG       ] IBM: Last date is validated at 2025-12-16
[2025-12-16T20:35:28.163481] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-16T20:35:28.167709] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-16T20:35:28.169206] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:28.171760] [DEBUG] [MAG       ] RAIL: Last date is validated at 2025-12-16
[2025-12-16T20:35:28.249702] [INFO ] [LOCAL     ] XYL: Saved forecast.
[2025-12-16T20:35:28.249775] [INFO ] [main      ] XYL: Signal=1 (Conf=100.0%), Magnitude=1.95% (Conf=66.98%)
[2025-12-16T20:35:28.250170] [INFO ] [main      ] Fetching symbol history for IEF...
[2025-12-16T20:35:28.250549] [DEBUG] [REMOTE    ] IEF: Fetching historical data.
[2025-12-16T20:35:28.252784] [INFO ] [main      ] Progress: 16/435 forecasts completed (3.7%). XYL finished in 0.7s. ETA: 1m 17s. Rate: 325.98 forecasts/min
[2025-12-16T20:35:28.262925] [DEBUG] [REMOTE    ] IEF: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:28.264326] [DEBUG] [LOCAL     ] Loaded configuration for IEF: 8 features, N/A% accuracy
[2025-12-16T20:35:28.264381] [INFO ] [LOCAL     ] IEF: Loaded 8 optimal features with 48.79% confidence from JSON config
[2025-12-16T20:35:28.264413] [DEBUG] [MAG       ] Building data for symbol: IEF with lookback: 0
[2025-12-16T20:35:28.265189] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-16T20:35:28.265252] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:35:28.269971] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:35:28.271704] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:35:28.272186] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:35:28.272558] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-16T20:35:28.273400] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:35:28.273853] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-16T20:35:28.275090] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-16T20:35:28.277035] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:28.329399] [DEBUG] [MAG       ] IBM: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:28.341667] [DEBUG] [MAG       ] RAIL: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:28.415057] [INFO ] [LOCAL     ] RAIL: Saved forecast.
[2025-12-16T20:35:28.415123] [INFO ] [main      ] RAIL: Signal=1 (Conf=100.0%), Magnitude=-3.44% (Conf=49.2043%)
[2025-12-16T20:35:28.415590] [INFO ] [main      ] Fetching symbol history for LPSN...
[2025-12-16T20:35:28.415642] [DEBUG] [REMOTE    ] LPSN: Fetching historical data.
[2025-12-16T20:35:28.415655] [INFO ] [main      ] Progress: 17/435 forecasts completed (3.9%). RAIL finished in 0.6s. ETA: 1m 16s. Rate: 328.20 forecasts/min
[2025-12-16T20:35:28.428694] [DEBUG] [REMOTE    ] LPSN: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:28.429874] [DEBUG] [LOCAL     ] Loaded configuration for LPSN: 2 features, N/A% accuracy
[2025-12-16T20:35:28.429951] [INFO ] [LOCAL     ] LPSN: Loaded 2 optimal features with 48.89% confidence from JSON config
[2025-12-16T20:35:28.429992] [DEBUG] [MAG       ] Building data for symbol: LPSN with lookback: 0
[2025-12-16T20:35:28.430812] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-16T20:35:28.431195] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-16T20:35:28.431972] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-16T20:35:28.432636] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:28.461259] [INFO ] [LOCAL     ] IBM: Saved forecast.
[2025-12-16T20:35:28.461327] [INFO ] [main      ] IBM: Signal=1 (Conf=100.0%), Magnitude=-3.55% (Conf=72.4875%)
[2025-12-16T20:35:28.461705] [INFO ] [main      ] Fetching symbol history for FEPI...
[2025-12-16T20:35:28.461756] [DEBUG] [REMOTE    ] FEPI: Fetching historical data.
[2025-12-16T20:35:28.462634] [INFO ] [main      ] Progress: 18/435 forecasts completed (4.1%). IBM finished in 0.7s. ETA: 1m 13s. Rate: 342.33 forecasts/min
[2025-12-16T20:35:28.472672] [DEBUG] [REMOTE    ] FEPI: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:28.473525] [DEBUG] [LOCAL     ] Loaded configuration for FEPI: 4 features, N/A% accuracy
[2025-12-16T20:35:28.473612] [INFO ] [LOCAL     ] FEPI: Loaded 4 optimal features with 45.86% confidence from JSON config
[2025-12-16T20:35:28.473648] [DEBUG] [MAG       ] Building data for symbol: FEPI with lookback: 0
[2025-12-16T20:35:28.474440] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-16T20:35:28.474502] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:35:28.476231] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:35:28.476746] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:35:28.477209] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-16T20:35:28.478134] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:28.500406] [DEBUG] [MAG       ] MSA: Last date is validated at 2025-12-16
[2025-12-16T20:35:28.607923] [DEBUG] [MAG       ] IEF: Last date is validated at 2025-12-16
[2025-12-16T20:35:28.683030] [DEBUG] [MAG       ] MSA: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:28.772776] [DEBUG] [MAG       ] IEF: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:28.775243] [DEBUG] [MAG       ] LPSN: Last date is validated at 2025-12-16
[2025-12-16T20:35:28.795544] [INFO ] [LOCAL     ] MSA: Saved forecast.
[2025-12-16T20:35:28.795635] [INFO ] [main      ] MSA: Signal=1 (Conf=100.0%), Magnitude=-1.54% (Conf=44.6423%)
[2025-12-16T20:35:28.795790] [INFO ] [main      ] Fetching symbol history for SO...
[2025-12-16T20:35:28.795833] [DEBUG] [REMOTE    ] SO: Fetching historical data.
[2025-12-16T20:35:28.796276] [INFO ] [main      ] Progress: 19/435 forecasts completed (4.4%). MSA finished in 0.8s. ETA: 1m 16s. Rate: 326.79 forecasts/min
[2025-12-16T20:35:28.807033] [DEBUG] [REMOTE    ] SO: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:28.808697] [DEBUG] [LOCAL     ] Loaded configuration for SO: 2 features, N/A% accuracy
[2025-12-16T20:35:28.808751] [INFO ] [LOCAL     ] SO: Loaded 2 optimal features with 46.66% confidence from JSON config
[2025-12-16T20:35:28.808781] [DEBUG] [MAG       ] Building data for symbol: SO with lookback: 0
[2025-12-16T20:35:28.809625] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-16T20:35:28.809682] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-16T20:35:28.811290] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-16T20:35:28.812114] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:28.820664] [DEBUG] [MAG       ] FEPI: Last date is validated at 2025-12-16
[2025-12-16T20:35:28.845051] [INFO ] [LOCAL     ] IEF: Saved forecast.
[2025-12-16T20:35:28.845116] [INFO ] [main      ] IEF: Signal=1 (Conf=100.0%), Magnitude=-0.05% (Conf=48.7917%)
[2025-12-16T20:35:28.845422] [INFO ] [main      ] Fetching symbol history for NIC...
[2025-12-16T20:35:28.845471] [DEBUG] [REMOTE    ] NIC: Fetching historical data.
[2025-12-16T20:35:28.846350] [INFO ] [main      ] Progress: 20/435 forecasts completed (4.6%). IEF finished in 0.6s. ETA: 1m 13s. Rate: 339.12 forecasts/min
[2025-12-16T20:35:28.857735] [DEBUG] [REMOTE    ] NIC: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:28.858745] [DEBUG] [LOCAL     ] Loaded configuration for NIC: 5 features, N/A% accuracy
[2025-12-16T20:35:28.858800] [INFO ] [LOCAL     ] NIC: Loaded 5 optimal features with 49.74% confidence from JSON config
[2025-12-16T20:35:28.858831] [DEBUG] [MAG       ] Building data for symbol: NIC with lookback: 0
[2025-12-16T20:35:28.859641] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-16T20:35:28.859701] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:35:28.861400] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:35:28.861911] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:35:28.862290] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-16T20:35:28.909381] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-16T20:35:28.912078] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:28.946770] [DEBUG] [MAG       ] LPSN: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:28.992249] [DEBUG] [MAG       ] FEPI: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:29.037438] [INFO ] [LOCAL     ] LPSN: Saved forecast.
[2025-12-16T20:35:29.037504] [INFO ] [main      ] LPSN: Signal=1 (Conf=100.0%), Magnitude=4.89% (Conf=48.8904%)
[2025-12-16T20:35:29.037882] [INFO ] [main      ] Fetching symbol history for BAM...
[2025-12-16T20:35:29.037932] [DEBUG] [REMOTE    ] BAM: Fetching historical data.
[2025-12-16T20:35:29.038662] [INFO ] [main      ] Progress: 21/435 forecasts completed (4.8%). LPSN finished in 0.6s. ETA: 1m 14s. Rate: 337.72 forecasts/min
[2025-12-16T20:35:29.051106] [DEBUG] [REMOTE    ] BAM: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:29.052109] [DEBUG] [LOCAL     ] Loaded configuration for BAM: 9 features, N/A% accuracy
[2025-12-16T20:35:29.052160] [INFO ] [LOCAL     ] BAM: Loaded 9 optimal features with 68.32% confidence from JSON config
[2025-12-16T20:35:29.052193] [DEBUG] [MAG       ] Building data for symbol: BAM with lookback: 0
[2025-12-16T20:35:29.052995] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-16T20:35:29.053058] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:35:29.057964] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:35:29.059870] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:35:29.060399] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-16T20:35:29.061204] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-16T20:35:29.062031] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-16T20:35:29.062834] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-16T20:35:29.065600] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-16T20:35:29.066339] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-16T20:35:29.067416] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:29.068606] [INFO ] [LOCAL     ] FEPI: Saved forecast.
[2025-12-16T20:35:29.068675] [INFO ] [main      ] FEPI: Signal=1 (Conf=100.0%), Magnitude=0.48% (Conf=45.8567%)
[2025-12-16T20:35:29.069024] [INFO ] [main      ] Fetching symbol history for KBWB...
[2025-12-16T20:35:29.069076] [DEBUG] [REMOTE    ] KBWB: Fetching historical data.
[2025-12-16T20:35:29.070644] [INFO ] [main      ] Progress: 22/435 forecasts completed (5.1%). FEPI finished in 0.6s. ETA: 1m 11s. Rate: 350.80 forecasts/min
[2025-12-16T20:35:29.080970] [DEBUG] [REMOTE    ] KBWB: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:29.081853] [DEBUG] [LOCAL     ] Loaded configuration for KBWB: 4 features, N/A% accuracy
[2025-12-16T20:35:29.081910] [INFO ] [LOCAL     ] KBWB: Loaded 4 optimal features with 52.08% confidence from JSON config
[2025-12-16T20:35:29.081941] [DEBUG] [MAG       ] Building data for symbol: KBWB with lookback: 0
[2025-12-16T20:35:29.082810] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-16T20:35:29.082872] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-16T20:35:29.084565] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-16T20:35:29.087629] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-16T20:35:29.089117] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-16T20:35:29.092216] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:29.166367] [DEBUG] [MAG       ] SO: Last date is validated at 2025-12-16
[2025-12-16T20:35:29.247697] [DEBUG] [MAG       ] NIC: Last date is validated at 2025-12-16
[2025-12-16T20:35:29.342046] [DEBUG] [MAG       ] SO: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:29.399223] [DEBUG] [MAG       ] BAM: Last date is validated at 2025-12-16
[2025-12-16T20:35:29.415272] [DEBUG] [MAG       ] NIC: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:29.422630] [INFO ] [LOCAL     ] SO: Saved forecast.
[2025-12-16T20:35:29.422696] [INFO ] [main      ] SO: Signal=1 (Conf=100.0%), Magnitude=-1.13% (Conf=46.663%)
[2025-12-16T20:35:29.423030] [INFO ] [main      ] Fetching symbol history for BSMS...
[2025-12-16T20:35:29.423081] [DEBUG] [REMOTE    ] BSMS: Fetching historical data.
[2025-12-16T20:35:29.423649] [INFO ] [main      ] Progress: 23/435 forecasts completed (5.3%). SO finished in 0.6s. ETA: 1m 14s. Rate: 335.29 forecasts/min
[2025-12-16T20:35:29.425806] [DEBUG] [MAG       ] KBWB: Last date is validated at 2025-12-16
[2025-12-16T20:35:29.433967] [DEBUG] [REMOTE    ] BSMS: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:29.434883] [DEBUG] [LOCAL     ] Loaded configuration for BSMS: 16 features, N/A% accuracy
[2025-12-16T20:35:29.434955] [INFO ] [LOCAL     ] BSMS: Loaded 16 optimal features with 31.04% confidence from JSON config
[2025-12-16T20:35:29.434989] [DEBUG] [MAG       ] Building data for symbol: BSMS with lookback: 0
[2025-12-16T20:35:29.435824] [DEBUG] [FEATURES  ] DataBuilder: Executing 16 feature methods.
[2025-12-16T20:35:29.435893] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:35:29.441069] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:35:29.442938] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:35:29.443452] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:35:29.443940] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:35:29.444368] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-16T20:35:29.445154] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-16T20:35:29.446040] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-16T20:35:29.448653] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-16T20:35:29.519687] [INFO ] [LOCAL     ] NIC: Saved forecast.
[2025-12-16T20:35:29.519755] [INFO ] [main      ] NIC: Signal=1 (Conf=100.0%), Magnitude=0.24% (Conf=49.7359%)
[2025-12-16T20:35:29.520078] [INFO ] [main      ] Fetching symbol history for PTON...
[2025-12-16T20:35:29.520141] [DEBUG] [REMOTE    ] PTON: Fetching historical data.
[2025-12-16T20:35:29.521102] [INFO ] [main      ] Progress: 24/435 forecasts completed (5.5%). NIC finished in 0.7s. ETA: 1m 12s. Rate: 341.77 forecasts/min
[2025-12-16T20:35:29.534266] [DEBUG] [REMOTE    ] PTON: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:29.535298] [DEBUG] [LOCAL     ] Loaded configuration for PTON: 5 features, N/A% accuracy
[2025-12-16T20:35:29.535357] [INFO ] [LOCAL     ] PTON: Loaded 5 optimal features with 70.41% confidence from JSON config
[2025-12-16T20:35:29.535391] [DEBUG] [MAG       ] Building data for symbol: PTON with lookback: 0
[2025-12-16T20:35:29.536211] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-16T20:35:29.536273] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:35:29.538009] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:35:29.538528] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-16T20:35:29.539375] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-16T20:35:29.541787] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-16T20:35:29.543334] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:29.566549] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-16T20:35:29.566795] [DEBUG] [MAG       ] BAM: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:29.568647] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-16T20:35:29.593414] [DEBUG] [MAG       ] KBWB: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:29.610742] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-16T20:35:29.611913] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-16T20:35:29.659126] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-16T20:35:29.660191] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-16T20:35:29.662400] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-16T20:35:29.665069] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:29.665437] [INFO ] [LOCAL     ] BAM: Saved forecast.
[2025-12-16T20:35:29.665523] [INFO ] [main      ] BAM: Signal=1 (Conf=100.0%), Magnitude=-2.34% (Conf=68.3196%)
[2025-12-16T20:35:29.665871] [INFO ] [main      ] Fetching symbol history for CAH...
[2025-12-16T20:35:29.665920] [DEBUG] [REMOTE    ] CAH: Fetching historical data.
[2025-12-16T20:35:29.666670] [INFO ] [main      ] Progress: 25/435 forecasts completed (5.7%). BAM finished in 0.6s. ETA: 1m 11s. Rate: 344.13 forecasts/min
[2025-12-16T20:35:29.679394] [DEBUG] [REMOTE    ] CAH: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:29.680462] [DEBUG] [LOCAL     ] Loaded configuration for CAH: 10 features, N/A% accuracy
[2025-12-16T20:35:29.680514] [INFO ] [LOCAL     ] CAH: Loaded 10 optimal features with 41.88% confidence from JSON config
[2025-12-16T20:35:29.680545] [DEBUG] [MAG       ] Building data for symbol: CAH with lookback: 0
[2025-12-16T20:35:29.681379] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-16T20:35:29.681445] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:35:29.686303] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-16T20:35:29.687843] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:35:29.688099] [INFO ] [LOCAL     ] KBWB: Saved forecast.
[2025-12-16T20:35:29.688164] [INFO ] [main      ] KBWB: Signal=1 (Conf=100.0%), Magnitude=0.56% (Conf=52.0759%)
[2025-12-16T20:35:29.688545] [INFO ] [main      ] Progress: 26/435 forecasts completed (6.0%). KBWB finished in 0.6s. ETA: 1m 9s. Rate: 356.10 forecasts/min
[2025-12-16T20:35:29.688767] [INFO ] [main      ] Fetching symbol history for FCTE...
[2025-12-16T20:35:29.688815] [DEBUG] [REMOTE    ] FCTE: Fetching historical data.
[2025-12-16T20:35:29.689638] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:35:29.690121] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-16T20:35:29.691195] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-16T20:35:29.692866] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-16T20:35:29.693902] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-16T20:35:29.694563] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-16T20:35:29.695834] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-16T20:35:29.697652] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:29.699873] [DEBUG] [REMOTE    ] FCTE: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:29.700934] [DEBUG] [LOCAL     ] Loaded configuration for FCTE: 2 features, N/A% accuracy
[2025-12-16T20:35:29.700987] [INFO ] [LOCAL     ] FCTE: Loaded 2 optimal features with 48.32% confidence from JSON config
[2025-12-16T20:35:29.701018] [DEBUG] [MAG       ] Building data for symbol: FCTE with lookback: 0
[2025-12-16T20:35:29.701840] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-16T20:35:29.701899] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:35:29.706743] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-16T20:35:29.708649] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:29.888845] [DEBUG] [MAG       ] PTON: Last date is validated at 2025-12-16
[2025-12-16T20:35:30.001343] [DEBUG] [MAG       ] BSMS: Last date is validated at 2025-12-16
[2025-12-16T20:35:30.047104] [DEBUG] [MAG       ] CAH: Last date is validated at 2025-12-16
[2025-12-16T20:35:30.053597] [DEBUG] [MAG       ] PTON: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:30.054762] [DEBUG] [MAG       ] FCTE: Last date is validated at 2025-12-16
[2025-12-16T20:35:30.165810] [DEBUG] [MAG       ] BSMS: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:30.194438] [INFO ] [LOCAL     ] PTON: Saved forecast.
[2025-12-16T20:35:30.194504] [INFO ] [main      ] PTON: Signal=1 (Conf=100.0%), Magnitude=1.94% (Conf=70.4097%)
[2025-12-16T20:35:30.194886] [INFO ] [main      ] Fetching symbol history for ONTO...
[2025-12-16T20:35:30.194940] [DEBUG] [REMOTE    ] ONTO: Fetching historical data.
[2025-12-16T20:35:30.195769] [INFO ] [main      ] Progress: 27/435 forecasts completed (6.2%). PTON finished in 0.7s. ETA: 1m 14s. Rate: 331.43 forecasts/min
[2025-12-16T20:35:30.208239] [DEBUG] [REMOTE    ] ONTO: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:30.209276] [DEBUG] [LOCAL     ] Loaded configuration for ONTO: 1 features, N/A% accuracy
[2025-12-16T20:35:30.209337] [INFO ] [LOCAL     ] ONTO: Loaded 1 optimal features with 55.07% confidence from JSON config
[2025-12-16T20:35:30.209369] [DEBUG] [MAG       ] Building data for symbol: ONTO with lookback: 0
[2025-12-16T20:35:30.210258] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-16T20:35:30.210317] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:35:30.215221] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:30.215658] [DEBUG] [MAG       ] CAH: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:30.233410] [DEBUG] [MAG       ] FCTE: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:30.239707] [INFO ] [LOCAL     ] BSMS: Saved forecast.
[2025-12-16T20:35:30.239774] [INFO ] [main      ] BSMS: Signal=1 (Conf=100.0%), Magnitude=0.00% (Conf=31.0434%)
[2025-12-16T20:35:30.240148] [INFO ] [main      ] Fetching symbol history for NRDS...
[2025-12-16T20:35:30.240199] [DEBUG] [REMOTE    ] NRDS: Fetching historical data.
[2025-12-16T20:35:30.241645] [INFO ] [main      ] Progress: 28/435 forecasts completed (6.4%). BSMS finished in 0.8s. ETA: 1m 12s. Rate: 340.50 forecasts/min
[2025-12-16T20:35:30.251276] [DEBUG] [REMOTE    ] NRDS: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:30.252295] [DEBUG] [LOCAL     ] Loaded configuration for NRDS: 6 features, N/A% accuracy
[2025-12-16T20:35:30.252344] [INFO ] [LOCAL     ] NRDS: Loaded 6 optimal features with 56.58% confidence from JSON config
[2025-12-16T20:35:30.252375] [DEBUG] [MAG       ] Building data for symbol: NRDS with lookback: 0
[2025-12-16T20:35:30.253158] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-16T20:35:30.253224] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:35:30.254899] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:35:30.255397] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:35:30.255805] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-16T20:35:30.256533] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-16T20:35:30.257605] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-16T20:35:30.258884] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:30.297886] [INFO ] [LOCAL     ] FCTE: Saved forecast.
[2025-12-16T20:35:30.297957] [INFO ] [main      ] FCTE: Signal=1 (Conf=100.0%), Magnitude=-0.76% (Conf=48.3171%)
[2025-12-16T20:35:30.298321] [INFO ] [main      ] Progress: 29/435 forecasts completed (6.7%). FCTE finished in 0.6s. ETA: 1m 10s. Rate: 348.66 forecasts/min
[2025-12-16T20:35:30.298448] [INFO ] [main      ] Fetching symbol history for IONS...
[2025-12-16T20:35:30.298492] [DEBUG] [REMOTE    ] IONS: Fetching historical data.
[2025-12-16T20:35:30.309400] [DEBUG] [REMOTE    ] IONS: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:30.310279] [DEBUG] [LOCAL     ] Loaded configuration for IONS: 9 features, N/A% accuracy
[2025-12-16T20:35:30.310328] [INFO ] [LOCAL     ] IONS: Loaded 9 optimal features with 53.82% confidence from JSON config
[2025-12-16T20:35:30.310360] [DEBUG] [MAG       ] Building data for symbol: IONS with lookback: 0
[2025-12-16T20:35:30.311133] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-16T20:35:30.311207] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:35:30.315995] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:35:30.317740] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:35:30.318216] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:35:30.318634] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-16T20:35:30.319367] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-16T20:35:30.436727] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-16T20:35:30.476837] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-16T20:35:30.478172] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-16T20:35:30.479318] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:30.487561] [INFO ] [LOCAL     ] CAH: Saved forecast.
[2025-12-16T20:35:30.487646] [INFO ] [main      ] CAH: Signal=1 (Conf=100.0%), Magnitude=-0.89% (Conf=41.8755%)
[2025-12-16T20:35:30.487998] [INFO ] [main      ] Fetching symbol history for NAC...
[2025-12-16T20:35:30.488048] [DEBUG] [REMOTE    ] NAC: Fetching historical data.
[2025-12-16T20:35:30.489650] [INFO ] [main      ] Progress: 30/435 forecasts completed (6.9%). CAH finished in 0.8s. ETA: 1m 10s. Rate: 347.37 forecasts/min
[2025-12-16T20:35:30.499304] [DEBUG] [REMOTE    ] NAC: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:30.501116] [DEBUG] [LOCAL     ] Loaded configuration for NAC: 6 features, N/A% accuracy
[2025-12-16T20:35:30.501171] [INFO ] [LOCAL     ] NAC: Loaded 6 optimal features with 32.57% confidence from JSON config
[2025-12-16T20:35:30.501230] [DEBUG] [MAG       ] Building data for symbol: NAC with lookback: 0
[2025-12-16T20:35:30.502048] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-16T20:35:30.502112] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:35:30.506958] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-16T20:35:30.507784] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-16T20:35:30.510267] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-16T20:35:30.549916] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-16T20:35:30.552206] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-16T20:35:30.552996] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:30.563770] [DEBUG] [MAG       ] ONTO: Last date is validated at 2025-12-16
[2025-12-16T20:35:30.590596] [DEBUG] [MAG       ] NRDS: Last date is validated at 2025-12-16
[2025-12-16T20:35:30.741322] [DEBUG] [MAG       ] ONTO: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:30.755269] [DEBUG] [MAG       ] NRDS: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:30.819941] [DEBUG] [MAG       ] IONS: Last date is validated at 2025-12-16
[2025-12-16T20:35:30.825519] [INFO ] [LOCAL     ] NRDS: Saved forecast.
[2025-12-16T20:35:30.825605] [INFO ] [main      ] NRDS: Signal=1 (Conf=100.0%), Magnitude=-2.17% (Conf=56.5781%)
[2025-12-16T20:35:30.825968] [INFO ] [main      ] Fetching symbol history for LXEO...
[2025-12-16T20:35:30.826018] [DEBUG] [REMOTE    ] LXEO: Fetching historical data.
[2025-12-16T20:35:30.827654] [INFO ] [main      ] Progress: 31/435 forecasts completed (7.1%). NRDS finished in 0.6s. ETA: 1m 12s. Rate: 336.96 forecasts/min
[2025-12-16T20:35:30.836811] [DEBUG] [REMOTE    ] LXEO: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:30.837857] [DEBUG] [LOCAL     ] Loaded configuration for LXEO: 3 features, N/A% accuracy
[2025-12-16T20:35:30.837909] [INFO ] [LOCAL     ] LXEO: Loaded 3 optimal features with 51.84% confidence from JSON config
[2025-12-16T20:35:30.837940] [DEBUG] [MAG       ] Building data for symbol: LXEO with lookback: 0
[2025-12-16T20:35:30.838718] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-16T20:35:30.839121] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-16T20:35:30.841557] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-16T20:35:30.842237] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-16T20:35:30.843814] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:30.886788] [DEBUG] [MAG       ] NAC: Last date is validated at 2025-12-16
[2025-12-16T20:35:30.895396] [INFO ] [LOCAL     ] ONTO: Saved forecast.
[2025-12-16T20:35:30.895466] [INFO ] [main      ] ONTO: Signal=1 (Conf=100.0%), Magnitude=-0.32% (Conf=55.0682%)
[2025-12-16T20:35:30.895842] [INFO ] [main      ] Fetching symbol history for QBTS...
[2025-12-16T20:35:30.895895] [DEBUG] [REMOTE    ] QBTS: Fetching historical data.
[2025-12-16T20:35:30.897640] [INFO ] [main      ] Progress: 32/435 forecasts completed (7.4%). ONTO finished in 0.7s. ETA: 1m 10s. Rate: 343.48 forecasts/min
[2025-12-16T20:35:30.908655] [DEBUG] [REMOTE    ] QBTS: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:30.909914] [DEBUG] [LOCAL     ] Loaded configuration for QBTS: 8 features, N/A% accuracy
[2025-12-16T20:35:30.909966] [INFO ] [LOCAL     ] QBTS: Loaded 8 optimal features with 61.34% confidence from JSON config
[2025-12-16T20:35:30.909997] [DEBUG] [MAG       ] Building data for symbol: QBTS with lookback: 0
[2025-12-16T20:35:30.910774] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-16T20:35:30.910848] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-16T20:35:30.911733] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-16T20:35:30.915690] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:35:30.917367] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:35:30.917828] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-16T20:35:30.922423] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-16T20:35:30.924071] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-16T20:35:30.925052] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-16T20:35:30.925749] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:30.995349] [DEBUG] [MAG       ] IONS: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:31.054540] [DEBUG] [MAG       ] NAC: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:31.117875] [INFO ] [LOCAL     ] NAC: Saved forecast.
[2025-12-16T20:35:31.117953] [INFO ] [main      ] NAC: Signal=1 (Conf=100.0%), Magnitude=-0.04% (Conf=32.5736%)
[2025-12-16T20:35:31.118331] [INFO ] [main      ] Fetching symbol history for OVLY...
[2025-12-16T20:35:31.118383] [DEBUG] [REMOTE    ] OVLY: Fetching historical data.
[2025-12-16T20:35:31.118657] [INFO ] [main      ] Progress: 33/435 forecasts completed (7.6%). NAC finished in 0.6s. ETA: 1m 11s. Rate: 340.74 forecasts/min
[2025-12-16T20:35:31.121642] [INFO ] [LOCAL     ] IONS: Saved forecast.
[2025-12-16T20:35:31.121704] [INFO ] [main      ] IONS: Signal=1 (Conf=100.0%), Magnitude=-1.30% (Conf=53.8161%)
[2025-12-16T20:35:31.122016] [INFO ] [main      ] Progress: 34/435 forecasts completed (7.8%). IONS finished in 0.8s. ETA: 1m 9s. Rate: 350.86 forecasts/min
[2025-12-16T20:35:31.122168] [INFO ] [main      ] Fetching symbol history for WEX...
[2025-12-16T20:35:31.122218] [DEBUG] [REMOTE    ] WEX: Fetching historical data.
[2025-12-16T20:35:31.128660] [DEBUG] [REMOTE    ] OVLY: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:31.129435] [DEBUG] [LOCAL     ] Loaded configuration for OVLY: 7 features, N/A% accuracy
[2025-12-16T20:35:31.129488] [INFO ] [LOCAL     ] OVLY: Loaded 7 optimal features with 47.12% confidence from JSON config
[2025-12-16T20:35:31.129522] [DEBUG] [MAG       ] Building data for symbol: OVLY with lookback: 0
[2025-12-16T20:35:31.130324] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-16T20:35:31.130389] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:35:31.134510] [DEBUG] [REMOTE    ] WEX: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:31.135419] [DEBUG] [LOCAL     ] Loaded configuration for WEX: 3 features, N/A% accuracy
[2025-12-16T20:35:31.135474] [INFO ] [LOCAL     ] WEX: Loaded 3 optimal features with 53.29% confidence from JSON config
[2025-12-16T20:35:31.135508] [DEBUG] [MAG       ] Building data for symbol: WEX with lookback: 0
[2025-12-16T20:35:31.135241] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:35:31.136309] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-16T20:35:31.136404] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:35:31.137679] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:35:31.138167] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:35:31.138595] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-16T20:35:31.141027] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-16T20:35:31.141309] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-16T20:35:31.142028] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:35:31.143396] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-16T20:35:31.143784] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:31.161112] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:31.174766] [DEBUG] [MAG       ] LXEO: Last date is validated at 2025-12-16
[2025-12-16T20:35:31.264941] [DEBUG] [MAG       ] QBTS: Last date is validated at 2025-12-16
[2025-12-16T20:35:31.337428] [DEBUG] [MAG       ] LXEO: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:31.406635] [INFO ] [LOCAL     ] LXEO: Saved forecast.
[2025-12-16T20:35:31.406704] [INFO ] [main      ] LXEO: Signal=1 (Conf=100.0%), Magnitude=3.09% (Conf=51.8446%)
[2025-12-16T20:35:31.407075] [INFO ] [main      ] Fetching symbol history for VNQI...
[2025-12-16T20:35:31.407124] [DEBUG] [REMOTE    ] VNQI: Fetching historical data.
[2025-12-16T20:35:31.408651] [INFO ] [main      ] Progress: 35/435 forecasts completed (8.0%). LXEO finished in 0.6s. ETA: 1m 10s. Rate: 344.21 forecasts/min
[2025-12-16T20:35:31.419197] [DEBUG] [REMOTE    ] VNQI: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:31.420136] [DEBUG] [LOCAL     ] Loaded configuration for VNQI: 2 features, N/A% accuracy
[2025-12-16T20:35:31.420188] [INFO ] [LOCAL     ] VNQI: Loaded 2 optimal features with 63.20% confidence from JSON config
[2025-12-16T20:35:31.420226] [DEBUG] [MAG       ] Building data for symbol: VNQI with lookback: 0
[2025-12-16T20:35:31.421043] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-16T20:35:31.421101] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-16T20:35:31.422703] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-16T20:35:31.423679] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:31.442510] [DEBUG] [MAG       ] QBTS: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:31.478297] [DEBUG] [MAG       ] WEX: Last date is validated at 2025-12-16
[2025-12-16T20:35:31.499062] [DEBUG] [MAG       ] OVLY: Last date is validated at 2025-12-16
[2025-12-16T20:35:31.544201] [INFO ] [LOCAL     ] QBTS: Saved forecast.
[2025-12-16T20:35:31.544274] [INFO ] [main      ] QBTS: Signal=1 (Conf=100.0%), Magnitude=12.80% (Conf=61.3435%)
[2025-12-16T20:35:31.544669] [INFO ] [main      ] Fetching symbol history for SPRX...
[2025-12-16T20:35:31.544720] [DEBUG] [REMOTE    ] SPRX: Fetching historical data.
[2025-12-16T20:35:31.546660] [INFO ] [main      ] Progress: 36/435 forecasts completed (8.3%). QBTS finished in 0.6s. ETA: 1m 9s. Rate: 346.22 forecasts/min
[2025-12-16T20:35:31.556480] [DEBUG] [REMOTE    ] SPRX: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:31.557605] [DEBUG] [LOCAL     ] Loaded configuration for SPRX: 2 features, N/A% accuracy
[2025-12-16T20:35:31.557662] [INFO ] [LOCAL     ] SPRX: Loaded 2 optimal features with 49.00% confidence from JSON config
[2025-12-16T20:35:31.557694] [DEBUG] [MAG       ] Building data for symbol: SPRX with lookback: 0
[2025-12-16T20:35:31.558494] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-16T20:35:31.558554] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-16T20:35:31.559658] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-16T20:35:31.560944] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:31.649140] [DEBUG] [MAG       ] WEX: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:31.667626] [DEBUG] [MAG       ] OVLY: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:31.749728] [INFO ] [LOCAL     ] OVLY: Saved forecast.
[2025-12-16T20:35:31.749797] [INFO ] [main      ] OVLY: Signal=1 (Conf=100.0%), Magnitude=0.50% (Conf=47.1172%)
[2025-12-16T20:35:31.749961] [INFO ] [main      ] Fetching symbol history for GMAB...
[2025-12-16T20:35:31.750007] [DEBUG] [REMOTE    ] GMAB: Fetching historical data.
[2025-12-16T20:35:31.750896] [INFO ] [main      ] Progress: 37/435 forecasts completed (8.5%). OVLY finished in 0.6s. ETA: 1m 9s. Rate: 344.55 forecasts/min
[2025-12-16T20:35:31.758733] [DEBUG] [MAG       ] VNQI: Last date is validated at 2025-12-16
[2025-12-16T20:35:31.761171] [DEBUG] [REMOTE    ] GMAB: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:31.762301] [DEBUG] [LOCAL     ] Loaded configuration for GMAB: 7 features, N/A% accuracy
[2025-12-16T20:35:31.762354] [INFO ] [LOCAL     ] GMAB: Loaded 7 optimal features with 49.39% confidence from JSON config
[2025-12-16T20:35:31.762385] [DEBUG] [MAG       ] Building data for symbol: GMAB with lookback: 0
[2025-12-16T20:35:31.763202] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-16T20:35:31.763276] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:35:31.764973] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:35:31.765507] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:35:31.765908] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-16T20:35:31.766663] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-16T20:35:31.778430] [INFO ] [LOCAL     ] WEX: Saved forecast.
[2025-12-16T20:35:31.778495] [INFO ] [main      ] WEX: Signal=1 (Conf=100.0%), Magnitude=0.24% (Conf=53.2942%)
[2025-12-16T20:35:31.778860] [INFO ] [main      ] Progress: 38/435 forecasts completed (8.7%). WEX finished in 0.7s. ETA: 1m 8s. Rate: 352.34 forecasts/min
[2025-12-16T20:35:31.778980] [INFO ] [main      ] Fetching symbol history for QDEL...
[2025-12-16T20:35:31.779022] [DEBUG] [REMOTE    ] QDEL: Fetching historical data.
[2025-12-16T20:35:31.791271] [DEBUG] [REMOTE    ] QDEL: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:31.792128] [DEBUG] [LOCAL     ] Loaded configuration for QDEL: 3 features, N/A% accuracy
[2025-12-16T20:35:31.792179] [INFO ] [LOCAL     ] QDEL: Loaded 3 optimal features with 57.30% confidence from JSON config
[2025-12-16T20:35:31.792210] [DEBUG] [MAG       ] Building data for symbol: QDEL with lookback: 0
[2025-12-16T20:35:31.792997] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-16T20:35:31.793055] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:35:31.797976] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-16T20:35:31.805870] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-16T20:35:31.859546] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-16T20:35:31.860475] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:31.877740] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-16T20:35:31.880789] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:31.897506] [DEBUG] [MAG       ] SPRX: Last date is validated at 2025-12-16
[2025-12-16T20:35:31.924775] [DEBUG] [MAG       ] VNQI: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:31.987948] [INFO ] [LOCAL     ] VNQI: Saved forecast.
[2025-12-16T20:35:31.988017] [INFO ] [main      ] VNQI: Signal=1 (Conf=100.0%), Magnitude=-0.28% (Conf=63.1963%)
[2025-12-16T20:35:31.988482] [INFO ] [main      ] Fetching symbol history for IEP...
[2025-12-16T20:35:31.988534] [DEBUG] [REMOTE    ] IEP: Fetching historical data.
[2025-12-16T20:35:31.988668] [INFO ] [main      ] Progress: 39/435 forecasts completed (9.0%). VNQI finished in 0.6s. ETA: 1m 8s. Rate: 350.25 forecasts/min
[2025-12-16T20:35:31.999425] [DEBUG] [REMOTE    ] IEP: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:32.000702] [DEBUG] [LOCAL     ] Loaded configuration for IEP: 4 features, N/A% accuracy
[2025-12-16T20:35:32.000756] [INFO ] [LOCAL     ] IEP: Loaded 4 optimal features with 56.75% confidence from JSON config
[2025-12-16T20:35:32.000788] [DEBUG] [MAG       ] Building data for symbol: IEP with lookback: 0
[2025-12-16T20:35:32.001565] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-16T20:35:32.001657] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:35:32.003397] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:35:32.003941] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:35:32.004330] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-16T20:35:32.062546] [DEBUG] [MAG       ] SPRX: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:32.115696] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:32.137314] [INFO ] [LOCAL     ] SPRX: Saved forecast.
[2025-12-16T20:35:32.137380] [INFO ] [main      ] SPRX: Signal=1 (Conf=100.0%), Magnitude=-0.04% (Conf=49.001%)
[2025-12-16T20:35:32.137746] [INFO ] [main      ] Fetching symbol history for INMD...
[2025-12-16T20:35:32.137799] [DEBUG] [REMOTE    ] INMD: Fetching historical data.
[2025-12-16T20:35:32.138656] [INFO ] [main      ] Progress: 40/435 forecasts completed (9.2%). SPRX finished in 0.6s. ETA: 1m 7s. Rate: 351.35 forecasts/min
[2025-12-16T20:35:32.149349] [DEBUG] [REMOTE    ] INMD: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:32.150199] [DEBUG] [LOCAL     ] Loaded configuration for INMD: 2 features, N/A% accuracy
[2025-12-16T20:35:32.150253] [INFO ] [LOCAL     ] INMD: Loaded 2 optimal features with 59.17% confidence from JSON config
[2025-12-16T20:35:32.150285] [DEBUG] [MAG       ] Building data for symbol: INMD with lookback: 0
[2025-12-16T20:35:32.151070] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-16T20:35:32.151140] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-16T20:35:32.151863] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-16T20:35:32.152698] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:32.196596] [DEBUG] [MAG       ] GMAB: Last date is validated at 2025-12-16
[2025-12-16T20:35:32.224427] [DEBUG] [MAG       ] QDEL: Last date is validated at 2025-12-16
[2025-12-16T20:35:32.362776] [DEBUG] [MAG       ] GMAB: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:32.392695] [DEBUG] [MAG       ] QDEL: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:32.438353] [INFO ] [LOCAL     ] GMAB: Saved forecast.
[2025-12-16T20:35:32.438423] [INFO ] [main      ] GMAB: Signal=1 (Conf=100.0%), Magnitude=-0.26% (Conf=49.3876%)
[2025-12-16T20:35:32.438808] [INFO ] [main      ] Fetching symbol history for ATLO...
[2025-12-16T20:35:32.438862] [DEBUG] [REMOTE    ] ATLO: Fetching historical data.
[2025-12-16T20:35:32.438847] [INFO ] [main      ] Progress: 41/435 forecasts completed (9.4%). GMAB finished in 0.7s. ETA: 1m 9s. Rate: 344.97 forecasts/min
[2025-12-16T20:35:32.443730] [DEBUG] [MAG       ] IEP: Last date is validated at 2025-12-16
[2025-12-16T20:35:32.449541] [DEBUG] [REMOTE    ] ATLO: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:32.450569] [DEBUG] [LOCAL     ] Loaded configuration for ATLO: 5 features, N/A% accuracy
[2025-12-16T20:35:32.450648] [INFO ] [LOCAL     ] ATLO: Loaded 5 optimal features with 41.69% confidence from JSON config
[2025-12-16T20:35:32.450682] [DEBUG] [MAG       ] Building data for symbol: ATLO with lookback: 0
[2025-12-16T20:35:32.451492] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-16T20:35:32.451556] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:35:32.456691] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:35:32.458554] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:35:32.459061] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:35:32.459490] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-16T20:35:32.460343] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:32.479987] [DEBUG] [MAG       ] INMD: Last date is validated at 2025-12-16
[2025-12-16T20:35:32.492256] [INFO ] [LOCAL     ] QDEL: Saved forecast.
[2025-12-16T20:35:32.492327] [INFO ] [main      ] QDEL: Signal=1 (Conf=100.0%), Magnitude=-3.22% (Conf=57.2988%)
[2025-12-16T20:35:32.492713] [INFO ] [main      ] Fetching symbol history for CIVB...
[2025-12-16T20:35:32.492764] [DEBUG] [REMOTE    ] CIVB: Fetching historical data.
[2025-12-16T20:35:32.493556] [INFO ] [main      ] Progress: 42/435 forecasts completed (9.7%). QDEL finished in 0.7s. ETA: 1m 7s. Rate: 350.69 forecasts/min
[2025-12-16T20:35:32.503891] [DEBUG] [REMOTE    ] CIVB: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:32.504892] [DEBUG] [LOCAL     ] Loaded configuration for CIVB: 9 features, N/A% accuracy
[2025-12-16T20:35:32.504944] [INFO ] [LOCAL     ] CIVB: Loaded 9 optimal features with 62.15% confidence from JSON config
[2025-12-16T20:35:32.504975] [DEBUG] [MAG       ] Building data for symbol: CIVB with lookback: 0
[2025-12-16T20:35:32.505806] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-16T20:35:32.505871] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:35:32.510627] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:35:32.512352] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:35:32.512853] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:35:32.513243] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-16T20:35:32.514102] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-16T20:35:32.514744] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-16T20:35:32.517291] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-16T20:35:32.520012] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-16T20:35:32.522128] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:32.608794] [DEBUG] [MAG       ] IEP: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:32.645151] [DEBUG] [MAG       ] INMD: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:32.666402] [INFO ] [LOCAL     ] IEP: Saved forecast.
[2025-12-16T20:35:32.666467] [INFO ] [main      ] IEP: Signal=1 (Conf=100.0%), Magnitude=-0.82% (Conf=56.7485%)
[2025-12-16T20:35:32.666950] [INFO ] [main      ] Fetching symbol history for OPRX...
[2025-12-16T20:35:32.667003] [DEBUG] [REMOTE    ] OPRX: Fetching historical data.
[2025-12-16T20:35:32.667660] [INFO ] [main      ] Progress: 43/435 forecasts completed (9.9%). IEP finished in 0.7s. ETA: 1m 7s. Rate: 350.55 forecasts/min
[2025-12-16T20:35:32.678781] [DEBUG] [REMOTE    ] OPRX: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:32.679872] [DEBUG] [LOCAL     ] Loaded configuration for OPRX: 5 features, N/A% accuracy
[2025-12-16T20:35:32.679935] [INFO ] [LOCAL     ] OPRX: Loaded 5 optimal features with 48.12% confidence from JSON config
[2025-12-16T20:35:32.679969] [DEBUG] [MAG       ] Building data for symbol: OPRX with lookback: 0
[2025-12-16T20:35:32.680791] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-16T20:35:32.680852] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:35:32.682541] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:35:32.683059] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-16T20:35:32.683944] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-16T20:35:32.685163] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-16T20:35:32.685933] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:32.712098] [INFO ] [LOCAL     ] INMD: Saved forecast.
[2025-12-16T20:35:32.712164] [INFO ] [main      ] INMD: Signal=1 (Conf=100.0%), Magnitude=-0.73% (Conf=59.1717%)
[2025-12-16T20:35:32.712521] [INFO ] [main      ] Fetching symbol history for FRBA...
[2025-12-16T20:35:32.712586] [DEBUG] [REMOTE    ] FRBA: Fetching historical data.
[2025-12-16T20:35:32.712649] [INFO ] [main      ] Progress: 44/435 forecasts completed (10.1%). INMD finished in 0.6s. ETA: 1m 6s. Rate: 356.52 forecasts/min
[2025-12-16T20:35:32.724405] [DEBUG] [REMOTE    ] FRBA: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:32.725255] [DEBUG] [LOCAL     ] Loaded configuration for FRBA: 5 features, N/A% accuracy
[2025-12-16T20:35:32.725316] [INFO ] [LOCAL     ] FRBA: Loaded 5 optimal features with 59.11% confidence from JSON config
[2025-12-16T20:35:32.725353] [DEBUG] [MAG       ] Building data for symbol: FRBA with lookback: 0
[2025-12-16T20:35:32.726134] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-16T20:35:32.726205] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:35:32.731037] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-16T20:35:32.731995] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-16T20:35:32.733028] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-16T20:35:32.733763] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-16T20:35:32.734838] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:32.808619] [DEBUG] [MAG       ] ATLO: Last date is validated at 2025-12-16
[2025-12-16T20:35:32.868044] [DEBUG] [MAG       ] CIVB: Last date is validated at 2025-12-16
[2025-12-16T20:35:32.974924] [DEBUG] [MAG       ] ATLO: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:33.031815] [DEBUG] [MAG       ] OPRX: Last date is validated at 2025-12-16
[2025-12-16T20:35:33.034738] [DEBUG] [MAG       ] CIVB: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:33.039110] [INFO ] [LOCAL     ] ATLO: Saved forecast.
[2025-12-16T20:35:33.039201] [INFO ] [main      ] ATLO: Signal=1 (Conf=100.0%), Magnitude=0.16% (Conf=41.6922%)
[2025-12-16T20:35:33.039368] [INFO ] [main      ] Fetching symbol history for CNS...
[2025-12-16T20:35:33.039411] [DEBUG] [REMOTE    ] CNS: Fetching historical data.
[2025-12-16T20:35:33.040658] [INFO ] [main      ] Progress: 45/435 forecasts completed (10.3%). ATLO finished in 0.6s. ETA: 1m 7s. Rate: 349.16 forecasts/min
[2025-12-16T20:35:33.050787] [DEBUG] [REMOTE    ] CNS: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:33.051749] [DEBUG] [LOCAL     ] Loaded configuration for CNS: 6 features, N/A% accuracy
[2025-12-16T20:35:33.051809] [INFO ] [LOCAL     ] CNS: Loaded 6 optimal features with 55.48% confidence from JSON config
[2025-12-16T20:35:33.051840] [DEBUG] [MAG       ] Building data for symbol: CNS with lookback: 0
[2025-12-16T20:35:33.052607] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-16T20:35:33.052668] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:35:33.057297] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:35:33.059058] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:35:33.059565] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:35:33.059972] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-16T20:35:33.060591] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-16T20:35:33.061255] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:33.065139] [DEBUG] [MAG       ] FRBA: Last date is validated at 2025-12-16
[2025-12-16T20:35:33.115661] [INFO ] [LOCAL     ] CIVB: Saved forecast.
[2025-12-16T20:35:33.115728] [INFO ] [main      ] CIVB: Signal=1 (Conf=100.0%), Magnitude=0.20% (Conf=62.1456%)
[2025-12-16T20:35:33.116080] [INFO ] [main      ] Progress: 46/435 forecasts completed (10.6%). CIVB finished in 0.6s. ETA: 1m 6s. Rate: 353.47 forecasts/min
[2025-12-16T20:35:33.116203] [INFO ] [main      ] Fetching symbol history for AGNCM...
[2025-12-16T20:35:33.116245] [DEBUG] [REMOTE    ] AGNCM: Fetching historical data.
[2025-12-16T20:35:33.127424] [DEBUG] [REMOTE    ] AGNCM: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:33.128456] [DEBUG] [LOCAL     ] Loaded configuration for AGNCM: 1 features, N/A% accuracy
[2025-12-16T20:35:33.128512] [INFO ] [LOCAL     ] AGNCM: Loaded 1 optimal features with 42.04% confidence from JSON config
[2025-12-16T20:35:33.128545] [DEBUG] [MAG       ] Building data for symbol: AGNCM with lookback: 0
[2025-12-16T20:35:33.129598] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-16T20:35:33.129669] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-16T20:35:33.132510] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:33.196839] [DEBUG] [MAG       ] OPRX: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:33.229409] [DEBUG] [MAG       ] FRBA: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:33.270086] [INFO ] [LOCAL     ] OPRX: Saved forecast.
[2025-12-16T20:35:33.270152] [INFO ] [main      ] OPRX: Signal=1 (Conf=100.0%), Magnitude=-2.47% (Conf=48.1179%)
[2025-12-16T20:35:33.270306] [INFO ] [main      ] Fetching symbol history for FTHY...
[2025-12-16T20:35:33.270352] [DEBUG] [REMOTE    ] FTHY: Fetching historical data.
[2025-12-16T20:35:33.270863] [INFO ] [main      ] Progress: 47/435 forecasts completed (10.8%). OPRX finished in 0.6s. ETA: 1m 6s. Rate: 354.13 forecasts/min
[2025-12-16T20:35:33.282117] [DEBUG] [REMOTE    ] FTHY: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:33.283137] [DEBUG] [LOCAL     ] Loaded configuration for FTHY: 3 features, N/A% accuracy
[2025-12-16T20:35:33.283187] [INFO ] [LOCAL     ] FTHY: Loaded 3 optimal features with 48.12% confidence from JSON config
[2025-12-16T20:35:33.283218] [DEBUG] [MAG       ] Building data for symbol: FTHY with lookback: 0
[2025-12-16T20:35:33.284032] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-16T20:35:33.284091] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:35:33.285747] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:35:33.286253] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:35:33.286659] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:33.296032] [INFO ] [LOCAL     ] FRBA: Saved forecast.
[2025-12-16T20:35:33.296099] [INFO ] [main      ] FRBA: Signal=1 (Conf=100.0%), Magnitude=-0.87% (Conf=59.1137%)
[2025-12-16T20:35:33.296435] [INFO ] [main      ] Fetching symbol history for ASTH...
[2025-12-16T20:35:33.296486] [DEBUG] [REMOTE    ] ASTH: Fetching historical data.
[2025-12-16T20:35:33.296632] [INFO ] [main      ] Progress: 48/435 forecasts completed (11.0%). FRBA finished in 0.6s. ETA: 1m 4s. Rate: 360.50 forecasts/min
[2025-12-16T20:35:33.307432] [DEBUG] [REMOTE    ] ASTH: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:33.308468] [DEBUG] [LOCAL     ] Loaded configuration for ASTH: 2 features, N/A% accuracy
[2025-12-16T20:35:33.308518] [INFO ] [LOCAL     ] ASTH: Loaded 2 optimal features with 41.68% confidence from JSON config
[2025-12-16T20:35:33.308549] [DEBUG] [MAG       ] Building data for symbol: ASTH with lookback: 0
[2025-12-16T20:35:33.309365] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-16T20:35:33.309434] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:35:33.314211] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-16T20:35:33.316969] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:33.405413] [DEBUG] [MAG       ] CNS: Last date is validated at 2025-12-16
[2025-12-16T20:35:33.468766] [DEBUG] [MAG       ] AGNCM: Last date is validated at 2025-12-16
[2025-12-16T20:35:33.581071] [DEBUG] [MAG       ] CNS: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:33.617862] [DEBUG] [MAG       ] FTHY: Last date is validated at 2025-12-16
[2025-12-16T20:35:33.641006] [DEBUG] [MAG       ] AGNCM: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:33.649450] [DEBUG] [MAG       ] ASTH: Last date is validated at 2025-12-16
[2025-12-16T20:35:33.675971] [INFO ] [LOCAL     ] CNS: Saved forecast.
[2025-12-16T20:35:33.676050] [INFO ] [main      ] CNS: Signal=1 (Conf=100.0%), Magnitude=-2.54% (Conf=55.4765%)
[2025-12-16T20:35:33.676472] [INFO ] [main      ] Fetching symbol history for BUD...
[2025-12-16T20:35:33.676530] [DEBUG] [REMOTE    ] BUD: Fetching historical data.
[2025-12-16T20:35:33.676506] [INFO ] [main      ] Progress: 49/435 forecasts completed (11.3%). CNS finished in 0.6s. ETA: 1m 6s. Rate: 351.31 forecasts/min
[2025-12-16T20:35:33.691064] [DEBUG] [REMOTE    ] BUD: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:33.692019] [DEBUG] [LOCAL     ] Loaded configuration for BUD: 3 features, N/A% accuracy
[2025-12-16T20:35:33.692071] [INFO ] [LOCAL     ] BUD: Loaded 3 optimal features with 57.74% confidence from JSON config
[2025-12-16T20:35:33.692103] [DEBUG] [MAG       ] Building data for symbol: BUD with lookback: 0
[2025-12-16T20:35:33.692906] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-16T20:35:33.692966] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:35:33.697029] [INFO ] [LOCAL     ] AGNCM: Saved forecast.
[2025-12-16T20:35:33.697094] [INFO ] [main      ] AGNCM: Signal=1 (Conf=100.0%), Magnitude=0.08% (Conf=42.0371%)
[2025-12-16T20:35:33.697251] [INFO ] [main      ] Fetching symbol history for AI...
[2025-12-16T20:35:33.697303] [DEBUG] [REMOTE    ] AI: Fetching historical data.
[2025-12-16T20:35:33.697855] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-16T20:35:33.697868] [INFO ] [main      ] Progress: 50/435 forecasts completed (11.5%). AGNCM finished in 0.6s. ETA: 1m 5s. Rate: 357.56 forecasts/min
[2025-12-16T20:35:33.701057] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-16T20:35:33.710759] [DEBUG] [REMOTE    ] AI: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:33.711560] [DEBUG] [LOCAL     ] Loaded configuration for AI: 2 features, N/A% accuracy
[2025-12-16T20:35:33.711629] [INFO ] [LOCAL     ] AI: Loaded 2 optimal features with 46.26% confidence from JSON config
[2025-12-16T20:35:33.711661] [DEBUG] [MAG       ] Building data for symbol: AI with lookback: 0
[2025-12-16T20:35:33.712443] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-16T20:35:33.712504] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:35:33.715874] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:33.717232] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-16T20:35:33.718042] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:33.784646] [DEBUG] [MAG       ] FTHY: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:33.822298] [DEBUG] [MAG       ] ASTH: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:33.837439] [INFO ] [LOCAL     ] FTHY: Saved forecast.
[2025-12-16T20:35:33.837506] [INFO ] [main      ] FTHY: Signal=1 (Conf=100.0%), Magnitude=-0.03% (Conf=48.1242%)
[2025-12-16T20:35:33.837679] [INFO ] [main      ] Fetching symbol history for RMBI...
[2025-12-16T20:35:33.837723] [DEBUG] [REMOTE    ] RMBI: Fetching historical data.
[2025-12-16T20:35:33.839002] [INFO ] [main      ] Progress: 51/435 forecasts completed (11.7%). FTHY finished in 0.6s. ETA: 1m 4s. Rate: 358.68 forecasts/min
[2025-12-16T20:35:33.849834] [DEBUG] [REMOTE    ] RMBI: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:33.851782] [DEBUG] [LOCAL     ] Loaded configuration for RMBI: 9 features, N/A% accuracy
[2025-12-16T20:35:33.851835] [INFO ] [LOCAL     ] RMBI: Loaded 9 optimal features with 60.81% confidence from JSON config
[2025-12-16T20:35:33.851866] [DEBUG] [MAG       ] Building data for symbol: RMBI with lookback: 0
[2025-12-16T20:35:33.852663] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-16T20:35:33.852738] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:35:33.854759] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:35:33.855266] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:35:33.855721] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-16T20:35:33.856478] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-16T20:35:33.857287] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-16T20:35:33.895283] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-16T20:35:33.896504] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-16T20:35:33.897160] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-16T20:35:33.898726] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:33.929022] [INFO ] [LOCAL     ] ASTH: Saved forecast.
[2025-12-16T20:35:33.929092] [INFO ] [main      ] ASTH: Signal=1 (Conf=100.0%), Magnitude=-1.79% (Conf=41.6813%)
[2025-12-16T20:35:33.929455] [INFO ] [main      ] Fetching symbol history for NTRB...
[2025-12-16T20:35:33.929508] [DEBUG] [REMOTE    ] NTRB: Fetching historical data.
[2025-12-16T20:35:33.929660] [INFO ] [main      ] Progress: 52/435 forecasts completed (12.0%). ASTH finished in 0.6s. ETA: 1m 4s. Rate: 361.87 forecasts/min
[2025-12-16T20:35:33.940886] [DEBUG] [REMOTE    ] NTRB: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:33.942121] [DEBUG] [LOCAL     ] Loaded configuration for NTRB: 4 features, N/A% accuracy
[2025-12-16T20:35:33.942176] [INFO ] [LOCAL     ] NTRB: Loaded 4 optimal features with 46.21% confidence from JSON config
[2025-12-16T20:35:33.942209] [DEBUG] [MAG       ] Building data for symbol: NTRB with lookback: 0
[2025-12-16T20:35:33.943033] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-16T20:35:33.943094] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-16T20:35:33.943994] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-16T20:35:33.989270] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-16T20:35:33.990236] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-16T20:35:33.993303] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:34.054856] [DEBUG] [MAG       ] AI: Last date is validated at 2025-12-16
[2025-12-16T20:35:34.076052] [DEBUG] [MAG       ] BUD: Last date is validated at 2025-12-16
[2025-12-16T20:35:34.219800] [DEBUG] [MAG       ] AI: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:34.230812] [DEBUG] [MAG       ] RMBI: Last date is validated at 2025-12-16
[2025-12-16T20:35:34.244646] [DEBUG] [MAG       ] BUD: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:34.309558] [INFO ] [LOCAL     ] AI: Saved forecast.
[2025-12-16T20:35:34.309641] [INFO ] [main      ] AI: Signal=1 (Conf=100.0%), Magnitude=10.20% (Conf=46.2614%)
[2025-12-16T20:35:34.310116] [INFO ] [main      ] Fetching symbol history for IZEA...
[2025-12-16T20:35:34.310168] [DEBUG] [REMOTE    ] IZEA: Fetching historical data.
[2025-12-16T20:35:34.310655] [INFO ] [main      ] Progress: 53/435 forecasts completed (12.2%). AI finished in 0.6s. ETA: 1m 5s. Rate: 353.22 forecasts/min
[2025-12-16T20:35:34.320685] [DEBUG] [REMOTE    ] IZEA: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:34.321553] [DEBUG] [LOCAL     ] Loaded configuration for IZEA: 0 features, N/A% accuracy
[2025-12-16T20:35:34.321622] [INFO ] [LOCAL     ] IZEA: Loaded 0 optimal features with 44.67% confidence from JSON config
[2025-12-16T20:35:34.321655] [DEBUG] [MAG       ] Building data for symbol: IZEA with lookback: 0
[2025-12-16T20:35:34.322421] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-16T20:35:34.337406] [INFO ] [LOCAL     ] BUD: Saved forecast.
[2025-12-16T20:35:34.337476] [INFO ] [main      ] BUD: Signal=1 (Conf=100.0%), Magnitude=-0.12% (Conf=57.7443%)
[2025-12-16T20:35:34.338286] [INFO ] [main      ] Fetching symbol history for EVGO...
[2025-12-16T20:35:34.338350] [DEBUG] [REMOTE    ] EVGO: Fetching historical data.
[2025-12-16T20:35:34.338626] [INFO ] [main      ] Progress: 54/435 forecasts completed (12.4%). BUD finished in 0.7s. ETA: 1m 4s. Rate: 358.77 forecasts/min
[2025-12-16T20:35:34.343166] [DEBUG] [MAG       ] NTRB: Last date is validated at 2025-12-16
[2025-12-16T20:35:34.349734] [DEBUG] [REMOTE    ] EVGO: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:34.350848] [DEBUG] [LOCAL     ] Loaded configuration for EVGO: 7 features, N/A% accuracy
[2025-12-16T20:35:34.350900] [INFO ] [LOCAL     ] EVGO: Loaded 7 optimal features with 58.50% confidence from JSON config
[2025-12-16T20:35:34.350933] [DEBUG] [MAG       ] Building data for symbol: EVGO with lookback: 0
[2025-12-16T20:35:34.351832] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-16T20:35:34.351893] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:35:34.356810] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:35:34.358599] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:35:34.359082] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:35:34.359530] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-16T20:35:34.360425] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-16T20:35:34.362165] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-16T20:35:34.362863] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:34.395996] [DEBUG] [MAG       ] RMBI: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:34.463354] [INFO ] [LOCAL     ] RMBI: Saved forecast.
[2025-12-16T20:35:34.463426] [INFO ] [main      ] RMBI: Signal=1 (Conf=100.0%), Magnitude=-0.68% (Conf=60.8079%)
[2025-12-16T20:35:34.463602] [INFO ] [main      ] Fetching symbol history for GPRK...
[2025-12-16T20:35:34.463647] [DEBUG] [REMOTE    ] GPRK: Fetching historical data.
[2025-12-16T20:35:34.464333] [INFO ] [main      ] Progress: 55/435 forecasts completed (12.6%). RMBI finished in 0.6s. ETA: 1m 3s. Rate: 360.40 forecasts/min
[2025-12-16T20:35:34.474647] [DEBUG] [REMOTE    ] GPRK: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:34.475690] [DEBUG] [LOCAL     ] Loaded configuration for GPRK: 1 features, N/A% accuracy
[2025-12-16T20:35:34.475742] [INFO ] [LOCAL     ] GPRK: Loaded 1 optimal features with 39.86% confidence from JSON config
[2025-12-16T20:35:34.475772] [DEBUG] [MAG       ] Building data for symbol: GPRK with lookback: 0
[2025-12-16T20:35:34.476529] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-16T20:35:34.476607] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-16T20:35:34.477238] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:34.509543] [DEBUG] [MAG       ] NTRB: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:34.581313] [INFO ] [LOCAL     ] NTRB: Saved forecast.
[2025-12-16T20:35:34.581383] [INFO ] [main      ] NTRB: Signal=1 (Conf=100.0%), Magnitude=-8.03% (Conf=46.2138%)
[2025-12-16T20:35:34.581745] [INFO ] [main      ] Fetching symbol history for TSCO...
[2025-12-16T20:35:34.581797] [DEBUG] [REMOTE    ] TSCO: Fetching historical data.
[2025-12-16T20:35:34.582666] [INFO ] [main      ] Progress: 56/435 forecasts completed (12.9%). NTRB finished in 0.7s. ETA: 1m 3s. Rate: 362.27 forecasts/min
[2025-12-16T20:35:34.593102] [DEBUG] [REMOTE    ] TSCO: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:34.594079] [DEBUG] [LOCAL     ] Loaded configuration for TSCO: 6 features, N/A% accuracy
[2025-12-16T20:35:34.594130] [INFO ] [LOCAL     ] TSCO: Loaded 6 optimal features with 57.80% confidence from JSON config
[2025-12-16T20:35:34.594171] [DEBUG] [MAG       ] Building data for symbol: TSCO with lookback: 0
[2025-12-16T20:35:34.594961] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-16T20:35:34.595021] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-16T20:35:34.595769] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-16T20:35:34.597089] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-16T20:35:34.597799] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-16T20:35:34.598475] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-16T20:35:34.600093] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-16T20:35:34.602249] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:34.657515] [DEBUG] [MAG       ] IZEA: Last date is validated at 2025-12-16
[2025-12-16T20:35:34.694969] [DEBUG] [MAG       ] EVGO: Last date is validated at 2025-12-16
[2025-12-16T20:35:34.807119] [DEBUG] [MAG       ] GPRK: Last date is validated at 2025-12-16
[2025-12-16T20:35:34.822488] [DEBUG] [MAG       ] IZEA: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:34.863826] [DEBUG] [MAG       ] EVGO: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:34.873883] [INFO ] [LOCAL     ] IZEA: Saved forecast.
[2025-12-16T20:35:34.873949] [INFO ] [main      ] IZEA: Signal=1 (Conf=100.0%), Magnitude=-1.09% (Conf=44.6694%)
[2025-12-16T20:35:34.874102] [INFO ] [main      ] Fetching symbol history for ANDE...
[2025-12-16T20:35:34.874145] [DEBUG] [REMOTE    ] ANDE: Fetching historical data.
[2025-12-16T20:35:34.875667] [INFO ] [main      ] Progress: 57/435 forecasts completed (13.1%). IZEA finished in 0.6s. ETA: 1m 3s. Rate: 357.45 forecasts/min
[2025-12-16T20:35:34.886012] [DEBUG] [REMOTE    ] ANDE: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:34.887001] [DEBUG] [LOCAL     ] Loaded configuration for ANDE: 6 features, N/A% accuracy
[2025-12-16T20:35:34.887058] [INFO ] [LOCAL     ] ANDE: Loaded 6 optimal features with 64.97% confidence from JSON config
[2025-12-16T20:35:34.887090] [DEBUG] [MAG       ] Building data for symbol: ANDE with lookback: 0
[2025-12-16T20:35:34.887872] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-16T20:35:34.887935] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-16T20:35:34.888824] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-16T20:35:34.891247] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-16T20:35:34.892939] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-16T20:35:34.895756] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-16T20:35:34.896401] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-16T20:35:34.902168] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:34.929260] [INFO ] [LOCAL     ] EVGO: Saved forecast.
[2025-12-16T20:35:34.929334] [INFO ] [main      ] EVGO: Signal=1 (Conf=100.0%), Magnitude=-1.98% (Conf=58.5049%)
[2025-12-16T20:35:34.929495] [INFO ] [main      ] Fetching symbol history for AMRX...
[2025-12-16T20:35:34.929537] [DEBUG] [REMOTE    ] AMRX: Fetching historical data.
[2025-12-16T20:35:34.930645] [INFO ] [main      ] Progress: 58/435 forecasts completed (13.3%). EVGO finished in 0.6s. ETA: 1m 3s. Rate: 361.64 forecasts/min
[2025-12-16T20:35:34.933732] [DEBUG] [MAG       ] TSCO: Last date is validated at 2025-12-16
[2025-12-16T20:35:34.940461] [DEBUG] [REMOTE    ] AMRX: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:34.941671] [DEBUG] [LOCAL     ] Loaded configuration for AMRX: 6 features, N/A% accuracy
[2025-12-16T20:35:34.941732] [INFO ] [LOCAL     ] AMRX: Loaded 6 optimal features with 52.93% confidence from JSON config
[2025-12-16T20:35:34.941781] [DEBUG] [MAG       ] Building data for symbol: AMRX with lookback: 0
[2025-12-16T20:35:34.942560] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-16T20:35:34.942638] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:35:34.944282] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:35:34.944817] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-16T20:35:34.973752] [DEBUG] [MAG       ] GPRK: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:34.983539] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-16T20:35:34.984543] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-16T20:35:34.985753] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-16T20:35:34.987751] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:35.034172] [INFO ] [LOCAL     ] GPRK: Saved forecast.
[2025-12-16T20:35:35.034241] [INFO ] [main      ] GPRK: Signal=1 (Conf=100.0%), Magnitude=-4.84% (Conf=39.8611%)
[2025-12-16T20:35:35.034400] [INFO ] [main      ] Fetching symbol history for KNTK...
[2025-12-16T20:35:35.034446] [DEBUG] [REMOTE    ] KNTK: Fetching historical data.
[2025-12-16T20:35:35.035133] [INFO ] [main      ] Progress: 59/435 forecasts completed (13.6%). GPRK finished in 0.6s. ETA: 1m 2s. Rate: 363.92 forecasts/min
[2025-12-16T20:35:35.046275] [DEBUG] [REMOTE    ] KNTK: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:35.047341] [DEBUG] [LOCAL     ] Loaded configuration for KNTK: 5 features, N/A% accuracy
[2025-12-16T20:35:35.047403] [INFO ] [LOCAL     ] KNTK: Loaded 5 optimal features with 58.08% confidence from JSON config
[2025-12-16T20:35:35.047440] [DEBUG] [MAG       ] Building data for symbol: KNTK with lookback: 0
[2025-12-16T20:35:35.048240] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-16T20:35:35.048299] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-16T20:35:35.049030] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-16T20:35:35.099747] [DEBUG] [MAG       ] TSCO: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:35.123390] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-16T20:35:35.125191] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-16T20:35:35.126243] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-16T20:35:35.131847] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:35.188753] [INFO ] [LOCAL     ] TSCO: Saved forecast.
[2025-12-16T20:35:35.188822] [INFO ] [main      ] TSCO: Signal=1 (Conf=100.0%), Magnitude=0.14% (Conf=57.798%)
[2025-12-16T20:35:35.189189] [INFO ] [main      ] Fetching symbol history for UONE...
[2025-12-16T20:35:35.189240] [DEBUG] [REMOTE    ] UONE: Fetching historical data.
[2025-12-16T20:35:35.189666] [INFO ] [main      ] Progress: 60/435 forecasts completed (13.8%). TSCO finished in 0.6s. ETA: 1m 2s. Rate: 364.30 forecasts/min
[2025-12-16T20:35:35.200670] [DEBUG] [REMOTE    ] UONE: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:35.201616] [DEBUG] [LOCAL     ] Loaded configuration for UONE: 14 features, N/A% accuracy
[2025-12-16T20:35:35.201670] [INFO ] [LOCAL     ] UONE: Loaded 14 optimal features with 30.92% confidence from JSON config
[2025-12-16T20:35:35.201701] [DEBUG] [MAG       ] Building data for symbol: UONE with lookback: 0
[2025-12-16T20:35:35.202458] [DEBUG] [FEATURES  ] DataBuilder: Executing 14 feature methods.
[2025-12-16T20:35:35.202523] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:35:35.204231] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:35:35.204741] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:35:35.205166] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:35:35.205565] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-16T20:35:35.237396] [DEBUG] [MAG       ] ANDE: Last date is validated at 2025-12-16
[2025-12-16T20:35:35.243228] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-16T20:35:35.244293] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-16T20:35:35.246247] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-16T20:35:35.248237] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-16T20:35:35.249288] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-16T20:35:35.251922] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-16T20:35:35.253458] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-16T20:35:35.254451] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-16T20:35:35.256020] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-16T20:35:35.256699] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:35.321017] [DEBUG] [MAG       ] AMRX: Last date is validated at 2025-12-16
[2025-12-16T20:35:35.401110] [DEBUG] [MAG       ] ANDE: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:35.461865] [DEBUG] [MAG       ] KNTK: Last date is validated at 2025-12-16
[2025-12-16T20:35:35.487750] [DEBUG] [MAG       ] AMRX: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:35.494053] [INFO ] [LOCAL     ] ANDE: Saved forecast.
[2025-12-16T20:35:35.494119] [INFO ] [main      ] ANDE: Signal=1 (Conf=100.0%), Magnitude=1.83% (Conf=64.9657%)
[2025-12-16T20:35:35.494488] [INFO ] [main      ] Fetching symbol history for AMRC...
[2025-12-16T20:35:35.494538] [DEBUG] [REMOTE    ] AMRC: Fetching historical data.
[2025-12-16T20:35:35.495651] [INFO ] [main      ] Progress: 61/435 forecasts completed (14.0%). ANDE finished in 0.6s. ETA: 1m 2s. Rate: 359.25 forecasts/min
[2025-12-16T20:35:35.504947] [DEBUG] [REMOTE    ] AMRC: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:35.505723] [DEBUG] [LOCAL     ] Loaded configuration for AMRC: 5 features, N/A% accuracy
[2025-12-16T20:35:35.505779] [INFO ] [LOCAL     ] AMRC: Loaded 5 optimal features with 55.30% confidence from JSON config
[2025-12-16T20:35:35.505813] [DEBUG] [MAG       ] Building data for symbol: AMRC with lookback: 0
[2025-12-16T20:35:35.506604] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-16T20:35:35.506667] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-16T20:35:35.544784] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-16T20:35:35.546649] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-16T20:35:35.550954] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-16T20:35:35.553037] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-16T20:35:35.553804] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:35.555065] [INFO ] [LOCAL     ] AMRX: Saved forecast.
[2025-12-16T20:35:35.555132] [INFO ] [main      ] AMRX: Signal=1 (Conf=100.0%), Magnitude=0.69% (Conf=52.9259%)
[2025-12-16T20:35:35.555489] [INFO ] [main      ] Fetching symbol history for RMBS...
[2025-12-16T20:35:35.555540] [DEBUG] [REMOTE    ] RMBS: Fetching historical data.
[2025-12-16T20:35:35.556636] [INFO ] [main      ] Progress: 62/435 forecasts completed (14.3%). AMRX finished in 0.6s. ETA: 1m 2s. Rate: 362.97 forecasts/min
[2025-12-16T20:35:35.566478] [DEBUG] [REMOTE    ] RMBS: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:35.567507] [DEBUG] [LOCAL     ] Loaded configuration for RMBS: 8 features, N/A% accuracy
[2025-12-16T20:35:35.567556] [INFO ] [LOCAL     ] RMBS: Loaded 8 optimal features with 48.47% confidence from JSON config
[2025-12-16T20:35:35.567610] [DEBUG] [MAG       ] Building data for symbol: RMBS with lookback: 0
[2025-12-16T20:35:35.568381] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-16T20:35:35.568443] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:35:35.573249] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:35:35.575107] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:35:35.575614] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:35:35.576002] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-16T20:35:35.576759] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-16T20:35:35.577653] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-16T20:35:35.578873] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-16T20:35:35.583059] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:35.591602] [DEBUG] [MAG       ] UONE: Last date is validated at 2025-12-16
[2025-12-16T20:35:35.626263] [DEBUG] [MAG       ] KNTK: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:35.715303] [INFO ] [LOCAL     ] KNTK: Saved forecast.
[2025-12-16T20:35:35.715382] [INFO ] [main      ] KNTK: Signal=1 (Conf=100.0%), Magnitude=-8.59% (Conf=58.0805%)
[2025-12-16T20:35:35.715751] [INFO ] [main      ] Progress: 63/435 forecasts completed (14.5%). KNTK finished in 0.7s. ETA: 1m 1s. Rate: 363.18 forecasts/min
[2025-12-16T20:35:35.715872] [INFO ] [main      ] Fetching symbol history for WMS...
[2025-12-16T20:35:35.715914] [DEBUG] [REMOTE    ] WMS: Fetching historical data.
[2025-12-16T20:35:35.726934] [DEBUG] [REMOTE    ] WMS: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:35.727785] [DEBUG] [LOCAL     ] Loaded configuration for WMS: 1 features, N/A% accuracy
[2025-12-16T20:35:35.727836] [INFO ] [LOCAL     ] WMS: Loaded 1 optimal features with 49.97% confidence from JSON config
[2025-12-16T20:35:35.727867] [DEBUG] [MAG       ] Building data for symbol: WMS with lookback: 0
[2025-12-16T20:35:35.728643] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-16T20:35:35.728700] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-16T20:35:35.731660] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:35.769113] [DEBUG] [MAG       ] UONE: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:35.845425] [INFO ] [LOCAL     ] UONE: Saved forecast.
[2025-12-16T20:35:35.845494] [INFO ] [main      ] UONE: Signal=1 (Conf=100.0%), Magnitude=-0.34% (Conf=30.9248%)
[2025-12-16T20:35:35.845874] [INFO ] [main      ] Fetching symbol history for BELFB...
[2025-12-16T20:35:35.845927] [DEBUG] [REMOTE    ] BELFB: Fetching historical data.
[2025-12-16T20:35:35.846654] [INFO ] [main      ] Progress: 64/435 forecasts completed (14.7%). UONE finished in 0.7s. ETA: 1m 1s. Rate: 364.37 forecasts/min
[2025-12-16T20:35:35.858906] [DEBUG] [REMOTE    ] BELFB: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:35.859760] [DEBUG] [LOCAL     ] Loaded configuration for BELFB: 4 features, N/A% accuracy
[2025-12-16T20:35:35.859813] [INFO ] [LOCAL     ] BELFB: Loaded 4 optimal features with 52.60% confidence from JSON config
[2025-12-16T20:35:35.859844] [DEBUG] [MAG       ] Building data for symbol: BELFB with lookback: 0
[2025-12-16T20:35:35.860635] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-16T20:35:35.860707] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:35:35.865760] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-16T20:35:35.866621] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-16T20:35:35.867245] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-16T20:35:35.869056] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:35.885989] [DEBUG] [MAG       ] AMRC: Last date is validated at 2025-12-16
[2025-12-16T20:35:35.916640] [DEBUG] [MAG       ] RMBS: Last date is validated at 2025-12-16
[2025-12-16T20:35:36.049589] [DEBUG] [MAG       ] AMRC: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:36.061123] [DEBUG] [MAG       ] WMS: Last date is validated at 2025-12-16
[2025-12-16T20:35:36.081967] [DEBUG] [MAG       ] RMBS: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:36.142650] [INFO ] [LOCAL     ] AMRC: Saved forecast.
[2025-12-16T20:35:36.142719] [INFO ] [main      ] AMRC: Signal=1 (Conf=100.0%), Magnitude=-6.53% (Conf=55.3045%)
[2025-12-16T20:35:36.143066] [INFO ] [main      ] Fetching symbol history for BHRB...
[2025-12-16T20:35:36.143115] [DEBUG] [REMOTE    ] BHRB: Fetching historical data.
[2025-12-16T20:35:36.144657] [INFO ] [main      ] Progress: 65/435 forecasts completed (14.9%). AMRC finished in 0.6s. ETA: 1m 2s. Rate: 359.88 forecasts/min
[2025-12-16T20:35:36.153423] [DEBUG] [REMOTE    ] BHRB: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:36.154445] [DEBUG] [LOCAL     ] Loaded configuration for BHRB: 5 features, N/A% accuracy
[2025-12-16T20:35:36.154495] [INFO ] [LOCAL     ] BHRB: Loaded 5 optimal features with 52.06% confidence from JSON config
[2025-12-16T20:35:36.154525] [DEBUG] [MAG       ] Building data for symbol: BHRB with lookback: 0
[2025-12-16T20:35:36.155295] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-16T20:35:36.155356] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:35:36.157012] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:35:36.157524] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:35:36.157934] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-16T20:35:36.158805] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-16T20:35:36.190560] [INFO ] [LOCAL     ] RMBS: Saved forecast.
[2025-12-16T20:35:36.190645] [INFO ] [main      ] RMBS: Signal=1 (Conf=100.0%), Magnitude=5.00% (Conf=48.4655%)
[2025-12-16T20:35:36.191011] [INFO ] [main      ] Fetching symbol history for CHH...
[2025-12-16T20:35:36.191061] [DEBUG] [REMOTE    ] CHH: Fetching historical data.
[2025-12-16T20:35:36.192621] [INFO ] [main      ] Progress: 66/435 forecasts completed (15.2%). RMBS finished in 0.6s. ETA: 1m 1s. Rate: 363.81 forecasts/min
[2025-12-16T20:35:36.201874] [DEBUG] [REMOTE    ] CHH: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:36.202725] [DEBUG] [LOCAL     ] Loaded configuration for CHH: 3 features, N/A% accuracy
[2025-12-16T20:35:36.202778] [INFO ] [LOCAL     ] CHH: Loaded 3 optimal features with 57.94% confidence from JSON config
[2025-12-16T20:35:36.202809] [DEBUG] [MAG       ] Building data for symbol: CHH with lookback: 0
[2025-12-16T20:35:36.203555] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-16T20:35:36.203633] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:35:36.205276] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:35:36.205796] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-16T20:35:36.211645] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:36.218698] [DEBUG] [MAG       ] BELFB: Last date is validated at 2025-12-16
[2025-12-16T20:35:36.227609] [DEBUG] [MAG       ] WMS: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:36.233061] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:36.341616] [INFO ] [LOCAL     ] WMS: Saved forecast.
[2025-12-16T20:35:36.341684] [INFO ] [main      ] WMS: Signal=1 (Conf=100.0%), Magnitude=-1.15% (Conf=49.9748%)
[2025-12-16T20:35:36.341838] [INFO ] [main      ] Fetching symbol history for PDYN...
[2025-12-16T20:35:36.341881] [DEBUG] [REMOTE    ] PDYN: Fetching historical data.
[2025-12-16T20:35:36.343010] [INFO ] [main      ] Progress: 67/435 forecasts completed (15.4%). WMS finished in 0.6s. ETA: 1m 1s. Rate: 364.29 forecasts/min
[2025-12-16T20:35:36.353701] [DEBUG] [REMOTE    ] PDYN: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:36.354482] [DEBUG] [LOCAL     ] Loaded configuration for PDYN: 5 features, N/A% accuracy
[2025-12-16T20:35:36.354530] [INFO ] [LOCAL     ] PDYN: Loaded 5 optimal features with 48.40% confidence from JSON config
[2025-12-16T20:35:36.354561] [DEBUG] [MAG       ] Building data for symbol: PDYN with lookback: 0
[2025-12-16T20:35:36.355352] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-16T20:35:36.355425] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:35:36.360230] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:35:36.362018] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:35:36.362494] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-16T20:35:36.391274] [DEBUG] [MAG       ] BELFB: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:36.400415] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-16T20:35:36.402811] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:36.522440] [INFO ] [LOCAL     ] BELFB: Saved forecast.
[2025-12-16T20:35:36.522511] [INFO ] [main      ] BELFB: Signal=1 (Conf=100.0%), Magnitude=3.33% (Conf=52.5969%)
[2025-12-16T20:35:36.522687] [INFO ] [main      ] Fetching symbol history for CFG...
[2025-12-16T20:35:36.522738] [DEBUG] [REMOTE    ] CFG: Fetching historical data.
[2025-12-16T20:35:36.524629] [INFO ] [main      ] Progress: 68/435 forecasts completed (15.6%). BELFB finished in 0.7s. ETA: 1m 1s. Rate: 363.74 forecasts/min
[2025-12-16T20:35:36.536753] [DEBUG] [REMOTE    ] CFG: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:36.537881] [DEBUG] [LOCAL     ] Loaded configuration for CFG: 5 features, N/A% accuracy
[2025-12-16T20:35:36.537935] [INFO ] [LOCAL     ] CFG: Loaded 5 optimal features with 60.82% confidence from JSON config
[2025-12-16T20:35:36.537967] [DEBUG] [MAG       ] Building data for symbol: CFG with lookback: 0
[2025-12-16T20:35:36.538822] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-16T20:35:36.538887] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:35:36.540750] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:35:36.541256] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:35:36.541742] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-16T20:35:36.543071] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-16T20:35:36.545462] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:36.653725] [DEBUG] [MAG       ] CHH: Last date is validated at 2025-12-16
[2025-12-16T20:35:36.658596] [DEBUG] [MAG       ] BHRB: Last date is validated at 2025-12-16
[2025-12-16T20:35:36.821366] [DEBUG] [MAG       ] BHRB: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:36.823514] [DEBUG] [MAG       ] CHH: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:36.838028] [DEBUG] [MAG       ] PDYN: Last date is validated at 2025-12-16
[2025-12-16T20:35:36.906791] [INFO ] [LOCAL     ] BHRB: Saved forecast.
[2025-12-16T20:35:36.906856] [INFO ] [main      ] BHRB: Signal=1 (Conf=100.0%), Magnitude=-1.32% (Conf=52.0623%)
[2025-12-16T20:35:36.907184] [INFO ] [main      ] Fetching symbol history for EDF...
[2025-12-16T20:35:36.907233] [DEBUG] [REMOTE    ] EDF: Fetching historical data.
[2025-12-16T20:35:36.907662] [INFO ] [main      ] Progress: 69/435 forecasts completed (15.9%). BHRB finished in 0.8s. ETA: 1m 2s. Rate: 356.90 forecasts/min
[2025-12-16T20:35:36.917734] [DEBUG] [REMOTE    ] EDF: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:36.918566] [DEBUG] [LOCAL     ] Loaded configuration for EDF: 7 features, N/A% accuracy
[2025-12-16T20:35:36.918645] [INFO ] [LOCAL     ] EDF: Loaded 7 optimal features with 20.09% confidence from JSON config
[2025-12-16T20:35:36.918677] [DEBUG] [MAG       ] Building data for symbol: EDF with lookback: 0
[2025-12-16T20:35:36.919459] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-16T20:35:36.919521] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:35:36.923491] [INFO ] [LOCAL     ] CHH: Saved forecast.
[2025-12-16T20:35:36.923565] [INFO ] [main      ] CHH: Signal=1 (Conf=100.0%), Magnitude=2.52% (Conf=57.9358%)
[2025-12-16T20:35:36.924032] [INFO ] [main      ] Fetching symbol history for IMNN...
[2025-12-16T20:35:36.924083] [DEBUG] [REMOTE    ] IMNN: Fetching historical data.
[2025-12-16T20:35:36.924183] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-16T20:35:36.924639] [INFO ] [main      ] Progress: 70/435 forecasts completed (16.1%). CHH finished in 0.7s. ETA: 1m 1s. Rate: 361.54 forecasts/min
[2025-12-16T20:35:36.926663] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-16T20:35:36.927804] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:35:36.929592] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:35:36.930120] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-16T20:35:36.931225] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-16T20:35:36.933213] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:36.935996] [DEBUG] [REMOTE    ] IMNN: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:36.936752] [DEBUG] [LOCAL     ] Loaded configuration for IMNN: 5 features, N/A% accuracy
[2025-12-16T20:35:36.936804] [INFO ] [LOCAL     ] IMNN: Loaded 5 optimal features with 51.58% confidence from JSON config
[2025-12-16T20:35:36.936834] [DEBUG] [MAG       ] Building data for symbol: IMNN with lookback: 0
[2025-12-16T20:35:36.937941] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-16T20:35:36.938006] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:35:36.942730] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:35:36.944461] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:35:36.944986] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-16T20:35:36.945727] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-16T20:35:36.947445] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:37.023034] [DEBUG] [MAG       ] CFG: Last date is validated at 2025-12-16
[2025-12-16T20:35:37.048330] [DEBUG] [MAG       ] PDYN: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:37.133831] [INFO ] [LOCAL     ] PDYN: Saved forecast.
[2025-12-16T20:35:37.133903] [INFO ] [main      ] PDYN: Signal=1 (Conf=100.0%), Magnitude=-5.02% (Conf=48.4002%)
[2025-12-16T20:35:37.134217] [INFO ] [main      ] Fetching symbol history for GEL...
[2025-12-16T20:35:37.134269] [DEBUG] [REMOTE    ] GEL: Fetching historical data.
[2025-12-16T20:35:37.135170] [INFO ] [main      ] Progress: 71/435 forecasts completed (16.3%). PDYN finished in 0.8s. ETA: 1m 1s. Rate: 360.18 forecasts/min
[2025-12-16T20:35:37.146232] [DEBUG] [REMOTE    ] GEL: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:37.147255] [DEBUG] [LOCAL     ] Loaded configuration for GEL: 12 features, N/A% accuracy
[2025-12-16T20:35:37.147650] [INFO ] [LOCAL     ] GEL: Loaded 12 optimal features with 36.11% confidence from JSON config
[2025-12-16T20:35:37.147687] [DEBUG] [MAG       ] Building data for symbol: GEL with lookback: 0
[2025-12-16T20:35:37.148567] [DEBUG] [FEATURES  ] DataBuilder: Executing 12 feature methods.
[2025-12-16T20:35:37.148666] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:35:37.153684] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:35:37.155568] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:35:37.156081] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:35:37.156497] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-16T20:35:37.157307] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-16T20:35:37.205234] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-16T20:35:37.236900] [DEBUG] [MAG       ] CFG: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:37.282445] [DEBUG] [MAG       ] EDF: Last date is validated at 2025-12-16
[2025-12-16T20:35:37.283516] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:35:37.284173] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-16T20:35:37.285251] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-16T20:35:37.287071] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-16T20:35:37.288296] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-16T20:35:37.289020] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:37.327935] [INFO ] [LOCAL     ] CFG: Saved forecast.
[2025-12-16T20:35:37.328007] [INFO ] [main      ] CFG: Signal=1 (Conf=100.0%), Magnitude=0.37% (Conf=60.823%)
[2025-12-16T20:35:37.328411] [INFO ] [main      ] Fetching symbol history for LEN...
[2025-12-16T20:35:37.328475] [DEBUG] [REMOTE    ] LEN: Fetching historical data.
[2025-12-16T20:35:37.328676] [INFO ] [main      ] Progress: 72/435 forecasts completed (16.6%). CFG finished in 0.8s. ETA: 1m 1s. Rate: 359.37 forecasts/min
[2025-12-16T20:35:37.342824] [DEBUG] [REMOTE    ] LEN: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:37.343806] [DEBUG] [LOCAL     ] Loaded configuration for LEN: 7 features, N/A% accuracy
[2025-12-16T20:35:37.343862] [INFO ] [LOCAL     ] LEN: Loaded 7 optimal features with 62.59% confidence from JSON config
[2025-12-16T20:35:37.343896] [DEBUG] [MAG       ] Building data for symbol: LEN with lookback: 0
[2025-12-16T20:35:37.344731] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-16T20:35:37.344794] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:35:37.346518] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:35:37.347092] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:35:37.347536] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-16T20:35:37.349258] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-16T20:35:37.350517] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-16T20:35:37.366862] [DEBUG] [MAG       ] IMNN: Last date is validated at 2025-12-16
[2025-12-16T20:35:37.431057] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-16T20:35:37.435681] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:37.448604] [DEBUG] [MAG       ] EDF: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:37.537460] [DEBUG] [MAG       ] IMNN: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:37.563691] [INFO ] [LOCAL     ] EDF: Saved forecast.
[2025-12-16T20:35:37.563759] [INFO ] [main      ] EDF: Signal=1 (Conf=100.0%), Magnitude=0.00% (Conf=20.0937%)
[2025-12-16T20:35:37.563914] [INFO ] [main      ] Fetching symbol history for BPYPO...
[2025-12-16T20:35:37.565660] [INFO ] [main      ] Progress: 73/435 forecasts completed (16.8%). EDF finished in 0.7s. ETA: 1m 1s. Rate: 357.32 forecasts/min
[2025-12-16T20:35:37.563957] [DEBUG] [REMOTE    ] BPYPO: Fetching historical data.
[2025-12-16T20:35:37.577323] [DEBUG] [REMOTE    ] BPYPO: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:37.578098] [DEBUG] [LOCAL     ] Loaded configuration for BPYPO: 10 features, N/A% accuracy
[2025-12-16T20:35:37.578157] [INFO ] [LOCAL     ] BPYPO: Loaded 10 optimal features with 46.20% confidence from JSON config
[2025-12-16T20:35:37.578188] [DEBUG] [MAG       ] Building data for symbol: BPYPO with lookback: 0
[2025-12-16T20:35:37.578985] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-16T20:35:37.579049] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:35:37.580790] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:35:37.581277] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:35:37.581680] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-16T20:35:37.582415] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-16T20:35:37.584817] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-16T20:35:37.585475] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-16T20:35:37.587239] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-16T20:35:37.604495] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-16T20:35:37.605590] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-16T20:35:37.607017] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:37.625764] [DEBUG] [MAG       ] GEL: Last date is validated at 2025-12-16
[2025-12-16T20:35:37.655942] [INFO ] [LOCAL     ] IMNN: Saved forecast.
[2025-12-16T20:35:37.656012] [INFO ] [main      ] IMNN: Signal=1 (Conf=100.0%), Magnitude=-2.44% (Conf=51.5751%)
[2025-12-16T20:35:37.656173] [INFO ] [main      ] Fetching symbol history for AVAL...
[2025-12-16T20:35:37.656216] [DEBUG] [REMOTE    ] AVAL: Fetching historical data.
[2025-12-16T20:35:37.657661] [INFO ] [main      ] Progress: 74/435 forecasts completed (17.0%). IMNN finished in 0.7s. ETA: 1m 0s. Rate: 359.52 forecasts/min
[2025-12-16T20:35:37.666961] [DEBUG] [REMOTE    ] AVAL: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:37.668543] [DEBUG] [LOCAL     ] Loaded configuration for AVAL: 4 features, N/A% accuracy
[2025-12-16T20:35:37.668616] [INFO ] [LOCAL     ] AVAL: Loaded 4 optimal features with 32.50% confidence from JSON config
[2025-12-16T20:35:37.668651] [DEBUG] [MAG       ] Building data for symbol: AVAL with lookback: 0
[2025-12-16T20:35:37.669462] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-16T20:35:37.669523] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-16T20:35:37.670255] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-16T20:35:37.670908] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-16T20:35:37.671706] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-16T20:35:37.673137] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:37.787890] [DEBUG] [MAG       ] LEN: Last date is validated at 2025-12-16
[2025-12-16T20:35:37.791044] [DEBUG] [MAG       ] GEL: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:37.864382] [INFO ] [LOCAL     ] GEL: Saved forecast.
[2025-12-16T20:35:37.864451] [INFO ] [main      ] GEL: Signal=1 (Conf=100.0%), Magnitude=-1.43% (Conf=36.1082%)
[2025-12-16T20:35:37.864823] [INFO ] [main      ] Progress: 75/435 forecasts completed (17.2%). GEL finished in 0.7s. ETA: 1m 0s. Rate: 358.36 forecasts/min
[2025-12-16T20:35:37.864948] [INFO ] [main      ] Fetching symbol history for NMAI...
[2025-12-16T20:35:37.864991] [DEBUG] [REMOTE    ] NMAI: Fetching historical data.
[2025-12-16T20:35:37.876549] [DEBUG] [REMOTE    ] NMAI: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:37.877658] [DEBUG] [LOCAL     ] Loaded configuration for NMAI: 8 features, N/A% accuracy
[2025-12-16T20:35:37.877709] [INFO ] [LOCAL     ] NMAI: Loaded 8 optimal features with 45.97% confidence from JSON config
[2025-12-16T20:35:37.877739] [DEBUG] [MAG       ] Building data for symbol: NMAI with lookback: 0
[2025-12-16T20:35:37.878502] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-16T20:35:37.878563] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:35:37.883354] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:35:37.885112] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:35:37.885639] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:35:37.886068] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-16T20:35:37.888359] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-16T20:35:37.926662] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-16T20:35:37.927760] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-16T20:35:37.929420] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:37.943163] [DEBUG] [MAG       ] BPYPO: Last date is validated at 2025-12-16
[2025-12-16T20:35:37.963327] [DEBUG] [MAG       ] LEN: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:38.004784] [DEBUG] [MAG       ] AVAL: Last date is validated at 2025-12-16
[2025-12-16T20:35:38.077114] [INFO ] [LOCAL     ] LEN: Saved forecast.
[2025-12-16T20:35:38.077185] [INFO ] [main      ] LEN: Signal=1 (Conf=100.0%), Magnitude=-4.84% (Conf=62.5913%)
[2025-12-16T20:35:38.077537] [INFO ] [main      ] Fetching symbol history for MBX...
[2025-12-16T20:35:38.077605] [DEBUG] [REMOTE    ] MBX: Fetching historical data.
[2025-12-16T20:35:38.079695] [INFO ] [main      ] Progress: 76/435 forecasts completed (17.5%). LEN finished in 0.7s. ETA: 1m 0s. Rate: 357.03 forecasts/min
[2025-12-16T20:35:38.090938] [DEBUG] [REMOTE    ] MBX: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:38.091972] [DEBUG] [LOCAL     ] Loaded configuration for MBX: 2 features, N/A% accuracy
[2025-12-16T20:35:38.092028] [INFO ] [LOCAL     ] MBX: Loaded 2 optimal features with 50.48% confidence from JSON config
[2025-12-16T20:35:38.092059] [DEBUG] [MAG       ] Building data for symbol: MBX with lookback: 0
[2025-12-16T20:35:38.092860] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-16T20:35:38.092920] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-16T20:35:38.094042] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-16T20:35:38.100116] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:38.106295] [DEBUG] [MAG       ] BPYPO: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:38.169489] [DEBUG] [MAG       ] AVAL: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:38.230105] [INFO ] [LOCAL     ] BPYPO: Saved forecast.
[2025-12-16T20:35:38.230171] [INFO ] [main      ] BPYPO: Signal=1 (Conf=90.0%), Magnitude=0.34% (Conf=46.2004%)
[2025-12-16T20:35:38.230500] [INFO ] [main      ] Fetching symbol history for BYRN...
[2025-12-16T20:35:38.230550] [DEBUG] [REMOTE    ] BYRN: Fetching historical data.
[2025-12-16T20:35:38.230662] [INFO ] [main      ] Progress: 77/435 forecasts completed (17.7%). BPYPO finished in 0.7s. ETA: 1m 0s. Rate: 357.51 forecasts/min
[2025-12-16T20:35:38.241119] [DEBUG] [REMOTE    ] BYRN: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:38.241983] [DEBUG] [LOCAL     ] Loaded configuration for BYRN: 5 features, N/A% accuracy
[2025-12-16T20:35:38.242035] [INFO ] [LOCAL     ] BYRN: Loaded 5 optimal features with 52.32% confidence from JSON config
[2025-12-16T20:35:38.242067] [DEBUG] [MAG       ] Building data for symbol: BYRN with lookback: 0
[2025-12-16T20:35:38.242845] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-16T20:35:38.242905] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:35:38.247595] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:35:38.249340] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:35:38.249835] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-16T20:35:38.252158] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-16T20:35:38.265876] [DEBUG] [MAG       ] NMAI: Last date is validated at 2025-12-16
[2025-12-16T20:35:38.277059] [INFO ] [LOCAL     ] AVAL: Saved forecast.
[2025-12-16T20:35:38.277126] [INFO ] [main      ] AVAL: Signal=1 (Conf=90.0%), Magnitude=0.09% (Conf=32.5049%)
[2025-12-16T20:35:38.277279] [INFO ] [main      ] Fetching symbol history for PVH...
[2025-12-16T20:35:38.277320] [DEBUG] [REMOTE    ] PVH: Fetching historical data.
[2025-12-16T20:35:38.279275] [INFO ] [main      ] Progress: 78/435 forecasts completed (17.9%). AVAL finished in 0.6s. ETA: 59.4s. Rate: 360.79 forecasts/min
[2025-12-16T20:35:38.288136] [DEBUG] [REMOTE    ] PVH: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:38.288788] [DEBUG] [LOCAL     ] Loaded configuration for PVH: 2 features, N/A% accuracy
[2025-12-16T20:35:38.288843] [INFO ] [LOCAL     ] PVH: Loaded 2 optimal features with 47.33% confidence from JSON config
[2025-12-16T20:35:38.288875] [DEBUG] [MAG       ] Building data for symbol: PVH with lookback: 0
[2025-12-16T20:35:38.289702] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-16T20:35:38.289759] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:35:38.294477] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-16T20:35:38.296202] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:38.301045] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:38.434367] [DEBUG] [MAG       ] NMAI: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:38.447756] [DEBUG] [MAG       ] MBX: Last date is validated at 2025-12-16
[2025-12-16T20:35:38.497597] [INFO ] [LOCAL     ] NMAI: Saved forecast.
[2025-12-16T20:35:38.497667] [INFO ] [main      ] NMAI: Signal=1 (Conf=90.0%), Magnitude=0.31% (Conf=45.9679%)
[2025-12-16T20:35:38.497822] [INFO ] [main      ] Fetching symbol history for GL...
[2025-12-16T20:35:38.497867] [DEBUG] [REMOTE    ] GL: Fetching historical data.
[2025-12-16T20:35:38.498801] [INFO ] [main      ] Progress: 79/435 forecasts completed (18.2%). NMAI finished in 0.6s. ETA: 59.4s. Rate: 359.34 forecasts/min
[2025-12-16T20:35:38.510027] [DEBUG] [REMOTE    ] GL: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:38.510846] [DEBUG] [LOCAL     ] Loaded configuration for GL: 2 features, N/A% accuracy
[2025-12-16T20:35:38.510903] [INFO ] [LOCAL     ] GL: Loaded 2 optimal features with 50.10% confidence from JSON config
[2025-12-16T20:35:38.510934] [DEBUG] [MAG       ] Building data for symbol: GL with lookback: 0
[2025-12-16T20:35:38.511724] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-16T20:35:38.511781] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:35:38.516463] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-16T20:35:38.518141] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:38.620729] [DEBUG] [MAG       ] MBX: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:38.632142] [DEBUG] [MAG       ] PVH: Last date is validated at 2025-12-16
[2025-12-16T20:35:38.634767] [DEBUG] [MAG       ] BYRN: Last date is validated at 2025-12-16
[2025-12-16T20:35:38.716272] [INFO ] [LOCAL     ] MBX: Saved forecast.
[2025-12-16T20:35:38.716341] [INFO ] [main      ] MBX: Signal=1 (Conf=90.0%), Magnitude=-1.63% (Conf=50.4812%)
[2025-12-16T20:35:38.716496] [INFO ] [main      ] Fetching symbol history for AZO...
[2025-12-16T20:35:38.716539] [DEBUG] [REMOTE    ] AZO: Fetching historical data.
[2025-12-16T20:35:38.716847] [INFO ] [main      ] Progress: 80/435 forecasts completed (18.4%). MBX finished in 0.6s. ETA: 59.5s. Rate: 357.97 forecasts/min
[2025-12-16T20:35:38.728847] [DEBUG] [REMOTE    ] AZO: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:38.729896] [DEBUG] [LOCAL     ] Loaded configuration for AZO: 6 features, N/A% accuracy
[2025-12-16T20:35:38.729952] [INFO ] [LOCAL     ] AZO: Loaded 6 optimal features with 52.33% confidence from JSON config
[2025-12-16T20:35:38.729984] [DEBUG] [MAG       ] Building data for symbol: AZO with lookback: 0
[2025-12-16T20:35:38.730825] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-16T20:35:38.730887] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:35:38.735688] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:35:38.737420] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:35:38.737899] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:35:38.738334] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:35:38.738739] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-16T20:35:38.739973] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:38.800300] [DEBUG] [MAG       ] PVH: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:38.801702] [DEBUG] [MAG       ] BYRN: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:38.855832] [DEBUG] [MAG       ] GL: Last date is validated at 2025-12-16
[2025-12-16T20:35:38.895781] [INFO ] [LOCAL     ] BYRN: Saved forecast.
[2025-12-16T20:35:38.895846] [INFO ] [main      ] BYRN: Signal=1 (Conf=90.0%), Magnitude=3.47% (Conf=52.3208%)
[2025-12-16T20:35:38.896177] [INFO ] [main      ] Fetching symbol history for LINE...
[2025-12-16T20:35:38.896227] [DEBUG] [REMOTE    ] LINE: Fetching historical data.
[2025-12-16T20:35:38.896211] [INFO ] [main      ] Progress: 81/435 forecasts completed (18.6%). BYRN finished in 0.7s. ETA: 59.4s. Rate: 357.66 forecasts/min
[2025-12-16T20:35:38.906926] [DEBUG] [REMOTE    ] LINE: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:38.907726] [DEBUG] [LOCAL     ] Loaded configuration for LINE: 3 features, N/A% accuracy
[2025-12-16T20:35:38.907777] [INFO ] [LOCAL     ] LINE: Loaded 3 optimal features with 66.96% confidence from JSON config
[2025-12-16T20:35:38.907808] [DEBUG] [MAG       ] Building data for symbol: LINE with lookback: 0
[2025-12-16T20:35:38.908562] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-16T20:35:38.908638] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-16T20:35:38.913326] [INFO ] [LOCAL     ] PVH: Saved forecast.
[2025-12-16T20:35:38.913389] [INFO ] [main      ] PVH: Signal=1 (Conf=90.0%), Magnitude=2.49% (Conf=47.3298%)
[2025-12-16T20:35:38.913541] [INFO ] [main      ] Fetching symbol history for KDP...
[2025-12-16T20:35:38.913600] [DEBUG] [REMOTE    ] KDP: Fetching historical data.
[2025-12-16T20:35:38.914234] [INFO ] [main      ] Progress: 82/435 forecasts completed (18.9%). PVH finished in 0.6s. ETA: 58.6s. Rate: 361.59 forecasts/min
[2025-12-16T20:35:38.924332] [DEBUG] [REMOTE    ] KDP: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:38.925217] [DEBUG] [LOCAL     ] Loaded configuration for KDP: 6 features, N/A% accuracy
[2025-12-16T20:35:38.925276] [INFO ] [LOCAL     ] KDP: Loaded 6 optimal features with 60.41% confidence from JSON config
[2025-12-16T20:35:38.925310] [DEBUG] [MAG       ] Building data for symbol: KDP with lookback: 0
[2025-12-16T20:35:38.926542] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-16T20:35:38.926620] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:35:38.928286] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:35:38.928801] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:35:38.929216] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-16T20:35:38.955597] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-16T20:35:38.958085] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-16T20:35:38.959779] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:39.024266] [DEBUG] [MAG       ] GL: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:39.038260] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-16T20:35:39.072926] [DEBUG] [MAG       ] AZO: Last date is validated at 2025-12-16
[2025-12-16T20:35:39.085785] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-16T20:35:39.087724] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:39.124349] [INFO ] [LOCAL     ] GL: Saved forecast.
[2025-12-16T20:35:39.124417] [INFO ] [main      ] GL: Signal=1 (Conf=90.0%), Magnitude=2.99% (Conf=50.0981%)
[2025-12-16T20:35:39.124587] [INFO ] [main      ] Fetching symbol history for CARS...
[2025-12-16T20:35:39.124632] [DEBUG] [REMOTE    ] CARS: Fetching historical data.
[2025-12-16T20:35:39.126652] [INFO ] [main      ] Progress: 83/435 forecasts completed (19.1%). GL finished in 0.6s. ETA: 58.6s. Rate: 360.38 forecasts/min
[2025-12-16T20:35:39.135263] [DEBUG] [REMOTE    ] CARS: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:39.136315] [DEBUG] [LOCAL     ] Loaded configuration for CARS: 2 features, N/A% accuracy
[2025-12-16T20:35:39.136365] [INFO ] [LOCAL     ] CARS: Loaded 2 optimal features with 47.87% confidence from JSON config
[2025-12-16T20:35:39.136396] [DEBUG] [MAG       ] Building data for symbol: CARS with lookback: 0
[2025-12-16T20:35:39.137180] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-16T20:35:39.137238] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:35:39.138994] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:35:39.139516] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:39.238329] [DEBUG] [MAG       ] AZO: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:39.291209] [DEBUG] [MAG       ] LINE: Last date is validated at 2025-12-16
[2025-12-16T20:35:39.419908] [DEBUG] [MAG       ] KDP: Last date is validated at 2025-12-16
[2025-12-16T20:35:39.426551] [INFO ] [LOCAL     ] AZO: Saved forecast.
[2025-12-16T20:35:39.426634] [INFO ] [main      ] AZO: Signal=1 (Conf=90.0%), Magnitude=0.13% (Conf=52.3278%)
[2025-12-16T20:35:39.426970] [INFO ] [main      ] Fetching symbol history for TDSC...
[2025-12-16T20:35:39.427019] [DEBUG] [REMOTE    ] TDSC: Fetching historical data.
[2025-12-16T20:35:39.427653] [INFO ] [main      ] Progress: 84/435 forecasts completed (19.3%). AZO finished in 0.7s. ETA: 59.0s. Rate: 356.94 forecasts/min
[2025-12-16T20:35:39.438883] [DEBUG] [REMOTE    ] TDSC: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:39.439850] [DEBUG] [LOCAL     ] Loaded configuration for TDSC: 4 features, N/A% accuracy
[2025-12-16T20:35:39.439907] [INFO ] [LOCAL     ] TDSC: Loaded 4 optimal features with 46.18% confidence from JSON config
[2025-12-16T20:35:39.439938] [DEBUG] [MAG       ] Building data for symbol: TDSC with lookback: 0
[2025-12-16T20:35:39.440725] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-16T20:35:39.440785] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:35:39.442541] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:35:39.443071] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:35:39.443449] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-16T20:35:39.444396] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:39.454305] [DEBUG] [MAG       ] LINE: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:39.488144] [DEBUG] [MAG       ] CARS: Last date is validated at 2025-12-16
[2025-12-16T20:35:39.543315] [INFO ] [LOCAL     ] LINE: Saved forecast.
[2025-12-16T20:35:39.543383] [INFO ] [main      ] LINE: Signal=1 (Conf=90.0%), Magnitude=-5.34% (Conf=66.9571%)
[2025-12-16T20:35:39.543783] [INFO ] [main      ] Fetching symbol history for MA...
[2025-12-16T20:35:39.543833] [DEBUG] [REMOTE    ] MA: Fetching historical data.
[2025-12-16T20:35:39.544632] [INFO ] [main      ] Progress: 85/435 forecasts completed (19.5%). LINE finished in 0.6s. ETA: 58.6s. Rate: 358.23 forecasts/min
[2025-12-16T20:35:39.554398] [DEBUG] [REMOTE    ] MA: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:39.555389] [DEBUG] [LOCAL     ] Loaded configuration for MA: 2 features, N/A% accuracy
[2025-12-16T20:35:39.555440] [INFO ] [LOCAL     ] MA: Loaded 2 optimal features with 57.44% confidence from JSON config
[2025-12-16T20:35:39.555472] [DEBUG] [MAG       ] Building data for symbol: MA with lookback: 0
[2025-12-16T20:35:39.556247] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-16T20:35:39.556306] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:35:39.561190] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-16T20:35:39.563915] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:39.586163] [DEBUG] [MAG       ] KDP: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:39.662291] [INFO ] [LOCAL     ] KDP: Saved forecast.
[2025-12-16T20:35:39.662357] [INFO ] [main      ] KDP: Signal=1 (Conf=90.0%), Magnitude=-1.78% (Conf=60.414%)
[2025-12-16T20:35:39.662513] [INFO ] [main      ] Fetching symbol history for OBK...
[2025-12-16T20:35:39.662556] [DEBUG] [REMOTE    ] OBK: Fetching historical data.
[2025-12-16T20:35:39.663213] [INFO ] [main      ] Progress: 86/435 forecasts completed (19.8%). KDP finished in 0.7s. ETA: 58.3s. Rate: 359.45 forecasts/min
[2025-12-16T20:35:39.673376] [DEBUG] [REMOTE    ] OBK: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:39.674264] [DEBUG] [LOCAL     ] Loaded configuration for OBK: 8 features, N/A% accuracy
[2025-12-16T20:35:39.674318] [INFO ] [LOCAL     ] OBK: Loaded 8 optimal features with 43.67% confidence from JSON config
[2025-12-16T20:35:39.674351] [DEBUG] [MAG       ] Building data for symbol: OBK with lookback: 0
[2025-12-16T20:35:39.675313] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-16T20:35:39.675377] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:35:39.680289] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:35:39.682121] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:35:39.682598] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:35:39.683027] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:35:39.683405] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-16T20:35:39.684253] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-16T20:35:39.685395] [DEBUG] [MAG       ] CARS: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:39.686615] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-16T20:35:39.688563] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:39.754216] [INFO ] [LOCAL     ] CARS: Saved forecast.
[2025-12-16T20:35:39.754288] [INFO ] [main      ] CARS: Signal=1 (Conf=90.0%), Magnitude=4.39% (Conf=47.8687%)
[2025-12-16T20:35:39.754452] [INFO ] [main      ] Fetching symbol history for PHK...
[2025-12-16T20:35:39.754503] [DEBUG] [REMOTE    ] PHK: Fetching historical data.
[2025-12-16T20:35:39.755656] [INFO ] [main      ] Progress: 87/435 forecasts completed (20.0%). CARS finished in 0.6s. ETA: 57.8s. Rate: 361.30 forecasts/min
[2025-12-16T20:35:39.765673] [DEBUG] [REMOTE    ] PHK: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:39.766657] [DEBUG] [LOCAL     ] Loaded configuration for PHK: 3 features, N/A% accuracy
[2025-12-16T20:35:39.766719] [INFO ] [LOCAL     ] PHK: Loaded 3 optimal features with 26.52% confidence from JSON config
[2025-12-16T20:35:39.766751] [DEBUG] [MAG       ] Building data for symbol: PHK with lookback: 0
[2025-12-16T20:35:39.767630] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-16T20:35:39.767690] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:35:39.772737] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-16T20:35:39.773613] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-16T20:35:39.776421] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:39.778120] [DEBUG] [MAG       ] TDSC: Last date is validated at 2025-12-16
[2025-12-16T20:35:39.899892] [DEBUG] [MAG       ] MA: Last date is validated at 2025-12-16
[2025-12-16T20:35:39.942736] [DEBUG] [MAG       ] TDSC: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:39.999733] [INFO ] [LOCAL     ] TDSC: Saved forecast.
[2025-12-16T20:35:39.999801] [INFO ] [main      ] TDSC: Signal=1 (Conf=90.0%), Magnitude=-0.80% (Conf=46.1844%)
[2025-12-16T20:35:39.999964] [INFO ] [main      ] Fetching symbol history for BHC...
[2025-12-16T20:35:40.000008] [DEBUG] [REMOTE    ] BHC: Fetching historical data.
[2025-12-16T20:35:40.000984] [INFO ] [main      ] Progress: 88/435 forecasts completed (20.2%). TDSC finished in 0.6s. ETA: 57.9s. Rate: 359.35 forecasts/min
[2025-12-16T20:35:40.012314] [DEBUG] [REMOTE    ] BHC: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:40.013373] [DEBUG] [LOCAL     ] Loaded configuration for BHC: 7 features, N/A% accuracy
[2025-12-16T20:35:40.013428] [INFO ] [LOCAL     ] BHC: Loaded 7 optimal features with 49.01% confidence from JSON config
[2025-12-16T20:35:40.013483] [DEBUG] [MAG       ] Building data for symbol: BHC with lookback: 0
[2025-12-16T20:35:40.014279] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-16T20:35:40.014342] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-16T20:35:40.015071] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-16T20:35:40.016463] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-16T20:35:40.018825] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:35:40.020539] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:35:40.021029] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-16T20:35:40.022125] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-16T20:35:40.023832] [DEBUG] [MAG       ] OBK: Last date is validated at 2025-12-16
[2025-12-16T20:35:40.024113] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:40.064954] [DEBUG] [MAG       ] MA: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:40.134300] [DEBUG] [MAG       ] PHK: Last date is validated at 2025-12-16
[2025-12-16T20:35:40.188692] [DEBUG] [MAG       ] OBK: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:40.219771] [INFO ] [LOCAL     ] MA: Saved forecast.
[2025-12-16T20:35:40.219836] [INFO ] [main      ] MA: Signal=1 (Conf=90.0%), Magnitude=-0.86% (Conf=57.4444%)
[2025-12-16T20:35:40.220177] [INFO ] [main      ] Fetching symbol history for WHD...
[2025-12-16T20:35:40.220226] [DEBUG] [REMOTE    ] WHD: Fetching historical data.
[2025-12-16T20:35:40.220252] [INFO ] [main      ] Progress: 89/435 forecasts completed (20.5%). MA finished in 0.7s. ETA: 58.0s. Rate: 358.09 forecasts/min
[2025-12-16T20:35:40.230605] [DEBUG] [REMOTE    ] WHD: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:40.231569] [DEBUG] [LOCAL     ] Loaded configuration for WHD: 9 features, N/A% accuracy
[2025-12-16T20:35:40.231665] [INFO ] [LOCAL     ] WHD: Loaded 9 optimal features with 56.35% confidence from JSON config
[2025-12-16T20:35:40.231696] [DEBUG] [MAG       ] Building data for symbol: WHD with lookback: 0
[2025-12-16T20:35:40.232440] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-16T20:35:40.232505] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:35:40.237221] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-16T20:35:40.239665] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-16T20:35:40.242305] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:35:40.244002] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:35:40.247281] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-16T20:35:40.248291] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-16T20:35:40.249924] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-16T20:35:40.250950] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-16T20:35:40.251624] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:40.276193] [INFO ] [LOCAL     ] OBK: Saved forecast.
[2025-12-16T20:35:40.276610] [INFO ] [main      ] OBK: Signal=1 (Conf=90.0%), Magnitude=0.04% (Conf=43.6654%)
[2025-12-16T20:35:40.276951] [INFO ] [main      ] Progress: 90/435 forecasts completed (20.7%). OBK finished in 0.6s. ETA: 57.4s. Rate: 360.74 forecasts/min
[2025-12-16T20:35:40.277122] [INFO ] [main      ] Fetching symbol history for PRGS...
[2025-12-16T20:35:40.277168] [DEBUG] [REMOTE    ] PRGS: Fetching historical data.
[2025-12-16T20:35:40.287382] [DEBUG] [REMOTE    ] PRGS: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:40.288319] [DEBUG] [LOCAL     ] Loaded configuration for PRGS: 2 features, N/A% accuracy
[2025-12-16T20:35:40.288374] [INFO ] [LOCAL     ] PRGS: Loaded 2 optimal features with 56.51% confidence from JSON config
[2025-12-16T20:35:40.288405] [DEBUG] [MAG       ] Building data for symbol: PRGS with lookback: 0
[2025-12-16T20:35:40.289217] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-16T20:35:40.289277] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-16T20:35:40.290116] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-16T20:35:40.322568] [DEBUG] [MAG       ] PHK: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:40.354069] [DEBUG] [MAG       ] BHC: Last date is validated at 2025-12-16
[2025-12-16T20:35:40.381387] [INFO ] [LOCAL     ] PHK: Saved forecast.
[2025-12-16T20:35:40.381454] [INFO ] [main      ] PHK: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=26.5154%)
[2025-12-16T20:35:40.381634] [INFO ] [main      ] Fetching symbol history for TGLS...
[2025-12-16T20:35:40.381680] [DEBUG] [REMOTE    ] TGLS: Fetching historical data.
[2025-12-16T20:35:40.383729] [INFO ] [main      ] Progress: 91/435 forecasts completed (20.9%). PHK finished in 0.6s. ETA: 57.0s. Rate: 362.17 forecasts/min
[2025-12-16T20:35:40.392699] [DEBUG] [REMOTE    ] TGLS: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:40.393639] [DEBUG] [LOCAL     ] Loaded configuration for TGLS: 8 features, N/A% accuracy
[2025-12-16T20:35:40.393691] [INFO ] [LOCAL     ] TGLS: Loaded 8 optimal features with 53.00% confidence from JSON config
[2025-12-16T20:35:40.393722] [DEBUG] [MAG       ] Building data for symbol: TGLS with lookback: 0
[2025-12-16T20:35:40.394548] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-16T20:35:40.394634] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:35:40.396347] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:35:40.396898] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:35:40.397349] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:35:40.397768] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-16T20:35:40.398638] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-16T20:35:40.399139] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:40.518051] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-16T20:35:40.520152] [DEBUG] [MAG       ] BHC: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:40.585373] [DEBUG] [MAG       ] WHD: Last date is validated at 2025-12-16
[2025-12-16T20:35:40.586024] [INFO ] [LOCAL     ] BHC: Saved forecast.
[2025-12-16T20:35:40.586098] [INFO ] [main      ] BHC: Signal=1 (Conf=90.0%), Magnitude=3.43% (Conf=49.0143%)
[2025-12-16T20:35:40.586440] [INFO ] [main      ] Fetching symbol history for DOUG...
[2025-12-16T20:35:40.586488] [DEBUG] [REMOTE    ] DOUG: Fetching historical data.
[2025-12-16T20:35:40.586647] [INFO ] [main      ] Progress: 92/435 forecasts completed (21.1%). BHC finished in 0.6s. ETA: 57.0s. Rate: 361.28 forecasts/min
[2025-12-16T20:35:40.592857] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-16T20:35:40.595880] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:40.598336] [DEBUG] [REMOTE    ] DOUG: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:40.599270] [DEBUG] [LOCAL     ] Loaded configuration for DOUG: 6 features, N/A% accuracy
[2025-12-16T20:35:40.599320] [INFO ] [LOCAL     ] DOUG: Loaded 6 optimal features with 42.06% confidence from JSON config
[2025-12-16T20:35:40.599351] [DEBUG] [MAG       ] Building data for symbol: DOUG with lookback: 0
[2025-12-16T20:35:40.600166] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-16T20:35:40.600227] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:35:40.604933] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:35:40.606758] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:35:40.607216] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:35:40.607645] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-16T20:35:40.610499] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-16T20:35:40.611620] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:40.733176] [DEBUG] [MAG       ] PRGS: Last date is validated at 2025-12-16
[2025-12-16T20:35:40.751075] [DEBUG] [MAG       ] WHD: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:40.851175] [INFO ] [LOCAL     ] WHD: Saved forecast.
[2025-12-16T20:35:40.851247] [INFO ] [main      ] WHD: Signal=1 (Conf=90.0%), Magnitude=-2.82% (Conf=56.3482%)
[2025-12-16T20:35:40.851647] [INFO ] [main      ] Fetching symbol history for LMBS...
[2025-12-16T20:35:40.851776] [DEBUG] [REMOTE    ] LMBS: Fetching historical data.
[2025-12-16T20:35:40.851654] [INFO ] [main      ] Progress: 93/435 forecasts completed (21.4%). WHD finished in 0.6s. ETA: 57.2s. Rate: 358.98 forecasts/min
[2025-12-16T20:35:40.862868] [DEBUG] [REMOTE    ] LMBS: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:40.863769] [DEBUG] [LOCAL     ] Loaded configuration for LMBS: 4 features, N/A% accuracy
[2025-12-16T20:35:40.863819] [INFO ] [LOCAL     ] LMBS: Loaded 4 optimal features with 46.91% confidence from JSON config
[2025-12-16T20:35:40.863850] [DEBUG] [MAG       ] Building data for symbol: LMBS with lookback: 0
[2025-12-16T20:35:40.864616] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-16T20:35:40.864675] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:35:40.869615] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:35:40.871369] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:35:40.871860] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:35:40.872243] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:40.899607] [DEBUG] [MAG       ] PRGS: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:40.930781] [DEBUG] [MAG       ] TGLS: Last date is validated at 2025-12-16
[2025-12-16T20:35:40.944622] [DEBUG] [MAG       ] DOUG: Last date is validated at 2025-12-16
[2025-12-16T20:35:40.987263] [INFO ] [LOCAL     ] PRGS: Saved forecast.
[2025-12-16T20:35:40.987330] [INFO ] [main      ] PRGS: Signal=1 (Conf=90.0%), Magnitude=-0.44% (Conf=56.5095%)
[2025-12-16T20:35:40.987483] [INFO ] [main      ] Fetching symbol history for DKNG...
[2025-12-16T20:35:40.987529] [DEBUG] [REMOTE    ] DKNG: Fetching historical data.
[2025-12-16T20:35:40.988191] [INFO ] [main      ] Progress: 94/435 forecasts completed (21.6%). PRGS finished in 0.7s. ETA: 56.9s. Rate: 359.68 forecasts/min
[2025-12-16T20:35:40.998010] [DEBUG] [REMOTE    ] DKNG: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:40.998847] [DEBUG] [LOCAL     ] Loaded configuration for DKNG: 5 features, N/A% accuracy
[2025-12-16T20:35:40.998902] [INFO ] [LOCAL     ] DKNG: Loaded 5 optimal features with 53.89% confidence from JSON config
[2025-12-16T20:35:40.998933] [DEBUG] [MAG       ] Building data for symbol: DKNG with lookback: 0
[2025-12-16T20:35:40.999741] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-16T20:35:40.999802] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:35:41.004477] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:35:41.006246] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:35:41.006747] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:35:41.007139] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-16T20:35:41.008199] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:41.097808] [DEBUG] [MAG       ] TGLS: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:41.109613] [DEBUG] [MAG       ] DOUG: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:41.168987] [INFO ] [LOCAL     ] DOUG: Saved forecast.
[2025-12-16T20:35:41.169053] [INFO ] [main      ] DOUG: Signal=1 (Conf=90.0%), Magnitude=-0.58% (Conf=42.0612%)
[2025-12-16T20:35:41.169408] [INFO ] [main      ] Fetching symbol history for CODA...
[2025-12-16T20:35:41.169459] [DEBUG] [REMOTE    ] CODA: Fetching historical data.
[2025-12-16T20:35:41.169654] [INFO ] [main      ] Progress: 95/435 forecasts completed (21.8%). DOUG finished in 0.6s. ETA: 56.8s. Rate: 359.35 forecasts/min
[2025-12-16T20:35:41.180212] [DEBUG] [REMOTE    ] CODA: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:41.181291] [DEBUG] [LOCAL     ] Loaded configuration for CODA: 6 features, N/A% accuracy
[2025-12-16T20:35:41.181342] [INFO ] [LOCAL     ] CODA: Loaded 6 optimal features with 51.95% confidence from JSON config
[2025-12-16T20:35:41.181372] [DEBUG] [MAG       ] Building data for symbol: CODA with lookback: 0
[2025-12-16T20:35:41.182153] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-16T20:35:41.182214] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:35:41.186963] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-16T20:35:41.187767] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-16T20:35:41.190104] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-16T20:35:41.196773] [INFO ] [LOCAL     ] TGLS: Saved forecast.
[2025-12-16T20:35:41.196842] [INFO ] [main      ] TGLS: Signal=1 (Conf=90.0%), Magnitude=1.75% (Conf=53.0028%)
[2025-12-16T20:35:41.196999] [INFO ] [main      ] Fetching symbol history for VTEX...
[2025-12-16T20:35:41.197043] [DEBUG] [REMOTE    ] VTEX: Fetching historical data.
[2025-12-16T20:35:41.197869] [INFO ] [main      ] Progress: 96/435 forecasts completed (22.1%). TGLS finished in 0.8s. ETA: 56.1s. Rate: 362.49 forecasts/min
[2025-12-16T20:35:41.207484] [DEBUG] [REMOTE    ] VTEX: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:41.208365] [DEBUG] [LOCAL     ] Loaded configuration for VTEX: 4 features, N/A% accuracy
[2025-12-16T20:35:41.208416] [INFO ] [LOCAL     ] VTEX: Loaded 4 optimal features with 62.99% confidence from JSON config
[2025-12-16T20:35:41.208457] [DEBUG] [MAG       ] Building data for symbol: VTEX with lookback: 0
[2025-12-16T20:35:41.209326] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-16T20:35:41.209387] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:35:41.211348] [DEBUG] [MAG       ] LMBS: Last date is validated at 2025-12-16
[2025-12-16T20:35:41.214160] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:35:41.215917] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:35:41.216387] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:35:41.216791] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:41.265149] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-16T20:35:41.266780] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-16T20:35:41.267970] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:41.339238] [DEBUG] [MAG       ] DKNG: Last date is validated at 2025-12-16
[2025-12-16T20:35:41.380365] [DEBUG] [MAG       ] LMBS: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:41.437633] [INFO ] [LOCAL     ] LMBS: Saved forecast.
[2025-12-16T20:35:41.437702] [INFO ] [main      ] LMBS: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=46.9091%)
[2025-12-16T20:35:41.438060] [INFO ] [main      ] Fetching symbol history for LGIH...
[2025-12-16T20:35:41.438111] [DEBUG] [REMOTE    ] LGIH: Fetching historical data.
[2025-12-16T20:35:41.438676] [INFO ] [main      ] Progress: 97/435 forecasts completed (22.3%). LMBS finished in 0.6s. ETA: 56.2s. Rate: 360.80 forecasts/min
[2025-12-16T20:35:41.449757] [DEBUG] [REMOTE    ] LGIH: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:41.450685] [DEBUG] [LOCAL     ] Loaded configuration for LGIH: 5 features, N/A% accuracy
[2025-12-16T20:35:41.450737] [INFO ] [LOCAL     ] LGIH: Loaded 5 optimal features with 61.49% confidence from JSON config
[2025-12-16T20:35:41.450771] [DEBUG] [MAG       ] Building data for symbol: LGIH with lookback: 0
[2025-12-16T20:35:41.451551] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-16T20:35:41.451645] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:35:41.453324] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:35:41.453908] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:35:41.454369] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-16T20:35:41.455192] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-16T20:35:41.457956] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:41.507601] [DEBUG] [MAG       ] DKNG: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:41.554523] [DEBUG] [MAG       ] VTEX: Last date is validated at 2025-12-16
[2025-12-16T20:35:41.603980] [DEBUG] [MAG       ] CODA: Last date is validated at 2025-12-16
[2025-12-16T20:35:41.686061] [INFO ] [LOCAL     ] DKNG: Saved forecast.
[2025-12-16T20:35:41.686127] [INFO ] [main      ] DKNG: Signal=1 (Conf=90.0%), Magnitude=2.45% (Conf=53.8869%)
[2025-12-16T20:35:41.686278] [INFO ] [main      ] Fetching symbol history for BJ...
[2025-12-16T20:35:41.686320] [DEBUG] [REMOTE    ] BJ: Fetching historical data.
[2025-12-16T20:35:41.687687] [INFO ] [main      ] Progress: 98/435 forecasts completed (22.5%). DKNG finished in 0.7s. ETA: 56.3s. Rate: 358.98 forecasts/min
[2025-12-16T20:35:41.696751] [DEBUG] [REMOTE    ] BJ: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:41.698516] [DEBUG] [LOCAL     ] Loaded configuration for BJ: 3 features, N/A% accuracy
[2025-12-16T20:35:41.698568] [INFO ] [LOCAL     ] BJ: Loaded 3 optimal features with 46.22% confidence from JSON config
[2025-12-16T20:35:41.698616] [DEBUG] [MAG       ] Building data for symbol: BJ with lookback: 0
[2025-12-16T20:35:41.699391] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-16T20:35:41.699451] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:35:41.704149] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-16T20:35:41.705367] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-16T20:35:41.706373] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:41.719676] [DEBUG] [MAG       ] VTEX: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:41.769538] [DEBUG] [MAG       ] CODA: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:41.778903] [INFO ] [LOCAL     ] VTEX: Saved forecast.
[2025-12-16T20:35:41.778969] [INFO ] [main      ] VTEX: Signal=1 (Conf=90.0%), Magnitude=0.97% (Conf=62.9904%)
[2025-12-16T20:35:41.779120] [INFO ] [main      ] Fetching symbol history for SQNS...
[2025-12-16T20:35:41.779182] [DEBUG] [REMOTE    ] SQNS: Fetching historical data.
[2025-12-16T20:35:41.780668] [INFO ] [main      ] Progress: 99/435 forecasts completed (22.8%). VTEX finished in 0.6s. ETA: 55.9s. Rate: 360.59 forecasts/min
[2025-12-16T20:35:41.790620] [DEBUG] [REMOTE    ] SQNS: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:41.791518] [DEBUG] [LOCAL     ] Loaded configuration for SQNS: 9 features, N/A% accuracy
[2025-12-16T20:35:41.791611] [INFO ] [LOCAL     ] SQNS: Loaded 9 optimal features with 41.06% confidence from JSON config
[2025-12-16T20:35:41.791665] [DEBUG] [MAG       ] Building data for symbol: SQNS with lookback: 0
[2025-12-16T20:35:41.792420] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-16T20:35:41.792484] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:35:41.797198] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:35:41.799368] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:35:41.799860] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:35:41.800241] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-16T20:35:41.801311] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-16T20:35:41.802370] [DEBUG] [MAG       ] LGIH: Last date is validated at 2025-12-16
[2025-12-16T20:35:41.803988] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-16T20:35:41.841156] [INFO ] [LOCAL     ] CODA: Saved forecast.
[2025-12-16T20:35:41.841221] [INFO ] [main      ] CODA: Signal=1 (Conf=90.0%), Magnitude=-0.74% (Conf=51.9456%)
[2025-12-16T20:35:41.841372] [INFO ] [main      ] Fetching symbol history for VOC...
[2025-12-16T20:35:41.841414] [DEBUG] [REMOTE    ] VOC: Fetching historical data.
[2025-12-16T20:35:41.842131] [INFO ] [main      ] Progress: 100/435 forecasts completed (23.0%). CODA finished in 0.7s. ETA: 55.4s. Rate: 362.88 forecasts/min
[2025-12-16T20:35:41.853204] [DEBUG] [REMOTE    ] VOC: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:41.854440] [DEBUG] [LOCAL     ] Loaded configuration for VOC: 1 features, N/A% accuracy
[2025-12-16T20:35:41.854494] [INFO ] [LOCAL     ] VOC: Loaded 1 optimal features with 43.92% confidence from JSON config
[2025-12-16T20:35:41.854525] [DEBUG] [MAG       ] Building data for symbol: VOC with lookback: 0
[2025-12-16T20:35:41.855338] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-16T20:35:41.855398] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:35:41.860310] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:41.913822] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-16T20:35:41.915013] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-16T20:35:41.916241] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:41.971811] [DEBUG] [MAG       ] LGIH: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:42.041179] [DEBUG] [MAG       ] BJ: Last date is validated at 2025-12-16
[2025-12-16T20:35:42.076028] [INFO ] [LOCAL     ] LGIH: Saved forecast.
[2025-12-16T20:35:42.076103] [INFO ] [main      ] LGIH: Signal=1 (Conf=90.0%), Magnitude=1.55% (Conf=61.4885%)
[2025-12-16T20:35:42.076442] [INFO ] [main      ] Fetching symbol history for ARES...
[2025-12-16T20:35:42.076492] [DEBUG] [REMOTE    ] ARES: Fetching historical data.
[2025-12-16T20:35:42.076663] [INFO ] [main      ] Progress: 101/435 forecasts completed (23.2%). LGIH finished in 0.6s. ETA: 55.5s. Rate: 361.38 forecasts/min
[2025-12-16T20:35:42.087755] [DEBUG] [REMOTE    ] ARES: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:42.088662] [DEBUG] [LOCAL     ] Loaded configuration for ARES: 4 features, N/A% accuracy
[2025-12-16T20:35:42.088714] [INFO ] [LOCAL     ] ARES: Loaded 4 optimal features with 55.42% confidence from JSON config
[2025-12-16T20:35:42.088746] [DEBUG] [MAG       ] Building data for symbol: ARES with lookback: 0
[2025-12-16T20:35:42.089538] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-16T20:35:42.089619] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:35:42.091330] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:35:42.091879] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-16T20:35:42.092682] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-16T20:35:42.193877] [DEBUG] [MAG       ] VOC: Last date is validated at 2025-12-16
[2025-12-16T20:35:42.202946] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:42.208445] [DEBUG] [MAG       ] BJ: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:42.245782] [DEBUG] [MAG       ] SQNS: Last date is validated at 2025-12-16
[2025-12-16T20:35:42.306939] [INFO ] [LOCAL     ] BJ: Saved forecast.
[2025-12-16T20:35:42.307007] [INFO ] [main      ] BJ: Signal=1 (Conf=90.0%), Magnitude=3.97% (Conf=46.2187%)
[2025-12-16T20:35:42.307364] [INFO ] [main      ] Fetching symbol history for APLD...
[2025-12-16T20:35:42.307413] [DEBUG] [REMOTE    ] APLD: Fetching historical data.
[2025-12-16T20:35:42.307649] [INFO ] [main      ] Progress: 102/435 forecasts completed (23.4%). BJ finished in 0.6s. ETA: 55.5s. Rate: 360.00 forecasts/min
[2025-12-16T20:35:42.317982] [DEBUG] [REMOTE    ] APLD: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:42.319013] [DEBUG] [LOCAL     ] Loaded configuration for APLD: 5 features, N/A% accuracy
[2025-12-16T20:35:42.319064] [INFO ] [LOCAL     ] APLD: Loaded 5 optimal features with 47.19% confidence from JSON config
[2025-12-16T20:35:42.319095] [DEBUG] [MAG       ] Building data for symbol: APLD with lookback: 0
[2025-12-16T20:35:42.319907] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-16T20:35:42.319978] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:35:42.324707] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-16T20:35:42.326396] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-16T20:35:42.357069] [DEBUG] [MAG       ] VOC: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:42.373444] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-16T20:35:42.374319] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-16T20:35:42.375490] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:42.410103] [INFO ] [LOCAL     ] VOC: Saved forecast.
[2025-12-16T20:35:42.410174] [INFO ] [main      ] VOC: Signal=1 (Conf=90.0%), Magnitude=-0.72% (Conf=43.918%)
[2025-12-16T20:35:42.410524] [DEBUG] [MAG       ] SQNS: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:42.410665] [INFO ] [main      ] Fetching symbol history for TBIL...
[2025-12-16T20:35:42.410560] [INFO ] [main      ] Progress: 103/435 forecasts completed (23.7%). VOC finished in 0.6s. ETA: 55.1s. Rate: 361.34 forecasts/min
[2025-12-16T20:35:42.410728] [DEBUG] [REMOTE    ] TBIL: Fetching historical data.
[2025-12-16T20:35:42.422139] [DEBUG] [REMOTE    ] TBIL: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:42.423231] [DEBUG] [LOCAL     ] Loaded configuration for TBIL: 50 features, N/A% accuracy
[2025-12-16T20:35:42.423282] [INFO ] [LOCAL     ] TBIL: Loaded 50 optimal features with 14.41% confidence from JSON config
[2025-12-16T20:35:42.423313] [DEBUG] [MAG       ] Building data for symbol: TBIL with lookback: 0
[2025-12-16T20:35:42.424113] [DEBUG] [FEATURES  ] DataBuilder: Executing 50 feature methods.
[2025-12-16T20:35:42.424208] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:35:42.429077] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:35:42.430873] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:35:42.431343] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:35:42.431796] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:35:42.432181] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-16T20:35:42.432917] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-16T20:35:42.433704] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-16T20:35:42.436447] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-16T20:35:42.534685] [DEBUG] [MAG       ] ARES: Last date is validated at 2025-12-16
[2025-12-16T20:35:42.544427] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-16T20:35:42.546421] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-16T20:35:42.559558] [INFO ] [LOCAL     ] SQNS: Saved forecast.
[2025-12-16T20:35:42.559654] [INFO ] [main      ] SQNS: Signal=1 (Conf=90.0%), Magnitude=-14.99% (Conf=41.0619%)
[2025-12-16T20:35:42.560011] [INFO ] [main      ] Fetching symbol history for ABG...
[2025-12-16T20:35:42.560064] [DEBUG] [REMOTE    ] ABG: Fetching historical data.
[2025-12-16T20:35:42.560676] [INFO ] [main      ] Progress: 104/435 forecasts completed (23.9%). SQNS finished in 0.8s. ETA: 54.9s. Rate: 361.68 forecasts/min
[2025-12-16T20:35:42.570903] [DEBUG] [REMOTE    ] ABG: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:42.571743] [DEBUG] [LOCAL     ] Loaded configuration for ABG: 3 features, N/A% accuracy
[2025-12-16T20:35:42.571796] [INFO ] [LOCAL     ] ABG: Loaded 3 optimal features with 65.53% confidence from JSON config
[2025-12-16T20:35:42.571828] [DEBUG] [MAG       ] Building data for symbol: ABG with lookback: 0
[2025-12-16T20:35:42.572656] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-16T20:35:42.572714] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:35:42.577624] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-16T20:35:42.587567] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-16T20:35:42.588905] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-16T20:35:42.617955] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-16T20:35:42.618911] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:42.630517] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-16T20:35:42.631553] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-16T20:35:42.632959] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-16T20:35:42.705065] [DEBUG] [MAG       ] ARES: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:42.710964] [DEBUG] [MAG       ] APLD: Last date is validated at 2025-12-16
[2025-12-16T20:35:42.711646] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-16T20:35:42.712524] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-16T20:35:42.714397] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-16T20:35:42.717376] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-16T20:35:42.718676] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-16T20:35:42.720778] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-16T20:35:42.721502] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-16T20:35:42.725983] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-16T20:35:42.727237] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-16T20:35:42.728708] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-16T20:35:42.730275] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-16T20:35:42.733275] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-16T20:35:42.733972] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-16T20:35:42.734760] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-16T20:35:42.736851] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-16T20:35:42.737981] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-16T20:35:42.738719] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-16T20:35:42.739523] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-12-16T20:35:42.740233] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-16T20:35:42.743060] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-16T20:35:42.744656] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-16T20:35:42.747183] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-16T20:35:42.749563] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-16T20:35:42.753751] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-16T20:35:42.772294] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-16T20:35:42.773653] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-16T20:35:42.775408] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-16T20:35:42.776143] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-16T20:35:42.777821] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-16T20:35:42.779499] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-16T20:35:42.780455] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-16T20:35:42.781691] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-16T20:35:42.783979] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-16T20:35:42.786064] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-16T20:35:42.787873] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:42.839285] [INFO ] [LOCAL     ] ARES: Saved forecast.
[2025-12-16T20:35:42.839358] [INFO ] [main      ] ARES: Signal=1 (Conf=90.0%), Magnitude=-0.42% (Conf=55.416%)
[2025-12-16T20:35:42.839965] [INFO ] [main      ] Fetching symbol history for FIGS...
[2025-12-16T20:35:42.840017] [DEBUG] [REMOTE    ] FIGS: Fetching historical data.
[2025-12-16T20:35:42.840668] [INFO ] [main      ] Progress: 105/435 forecasts completed (24.1%). ARES finished in 0.8s. ETA: 55.1s. Rate: 359.32 forecasts/min
[2025-12-16T20:35:42.851075] [DEBUG] [REMOTE    ] FIGS: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:42.852051] [DEBUG] [LOCAL     ] Loaded configuration for FIGS: 5 features, N/A% accuracy
[2025-12-16T20:35:42.852102] [INFO ] [LOCAL     ] FIGS: Loaded 5 optimal features with 47.85% confidence from JSON config
[2025-12-16T20:35:42.852143] [DEBUG] [MAG       ] Building data for symbol: FIGS with lookback: 0
[2025-12-16T20:35:42.852969] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-16T20:35:42.853029] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:35:42.854713] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:35:42.855221] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:35:42.855670] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-16T20:35:42.859921] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-16T20:35:42.862001] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:42.878478] [DEBUG] [MAG       ] APLD: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:42.953845] [DEBUG] [MAG       ] ABG: Last date is validated at 2025-12-16
[2025-12-16T20:35:43.064499] [INFO ] [LOCAL     ] APLD: Saved forecast.
[2025-12-16T20:35:43.064582] [INFO ] [main      ] APLD: Signal=1 (Conf=90.0%), Magnitude=3.68% (Conf=47.1878%)
[2025-12-16T20:35:43.064739] [INFO ] [main      ] Fetching symbol history for LII...
[2025-12-16T20:35:43.064781] [DEBUG] [REMOTE    ] LII: Fetching historical data.
[2025-12-16T20:35:43.066437] [INFO ] [main      ] Progress: 106/435 forecasts completed (24.4%). APLD finished in 0.8s. ETA: 55.1s. Rate: 358.14 forecasts/min
[2025-12-16T20:35:43.075759] [DEBUG] [REMOTE    ] LII: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:43.076934] [DEBUG] [LOCAL     ] Loaded configuration for LII: 1 features, N/A% accuracy
[2025-12-16T20:35:43.076994] [INFO ] [LOCAL     ] LII: Loaded 1 optimal features with 52.72% confidence from JSON config
[2025-12-16T20:35:43.077025] [DEBUG] [MAG       ] Building data for symbol: LII with lookback: 0
[2025-12-16T20:35:43.077811] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-16T20:35:43.077868] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-16T20:35:43.117807] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:43.118178] [DEBUG] [MAG       ] ABG: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:43.126021] [DEBUG] [MAG       ] TBIL: Last date is validated at 2025-12-16
[2025-12-16T20:35:43.202291] [DEBUG] [MAG       ] FIGS: Last date is validated at 2025-12-16
[2025-12-16T20:35:43.236356] [INFO ] [LOCAL     ] ABG: Saved forecast.
[2025-12-16T20:35:43.236427] [INFO ] [main      ] ABG: Signal=1 (Conf=90.0%), Magnitude=1.93% (Conf=65.5309%)
[2025-12-16T20:35:43.237656] [INFO ] [main      ] Progress: 107/435 forecasts completed (24.6%). ABG finished in 0.7s. ETA: 55.0s. Rate: 358.06 forecasts/min
[2025-12-16T20:35:43.236596] [INFO ] [main      ] Fetching symbol history for DHIL...
[2025-12-16T20:35:43.239864] [DEBUG] [REMOTE    ] DHIL: Fetching historical data.
[2025-12-16T20:35:43.251048] [DEBUG] [REMOTE    ] DHIL: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:43.252070] [DEBUG] [LOCAL     ] Loaded configuration for DHIL: 9 features, N/A% accuracy
[2025-12-16T20:35:43.252122] [INFO ] [LOCAL     ] DHIL: Loaded 9 optimal features with 52.69% confidence from JSON config
[2025-12-16T20:35:43.252153] [DEBUG] [MAG       ] Building data for symbol: DHIL with lookback: 0
[2025-12-16T20:35:43.252957] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-16T20:35:43.253018] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:35:43.254789] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:35:43.255297] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:35:43.255712] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-16T20:35:43.256556] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-16T20:35:43.292200] [DEBUG] [MAG       ] TBIL: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:43.302616] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-16T20:35:43.304009] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-16T20:35:43.306074] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-16T20:35:43.307704] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-16T20:35:43.309469] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:43.369392] [DEBUG] [MAG       ] FIGS: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:43.441792] [INFO ] [LOCAL     ] FIGS: Saved forecast.
[2025-12-16T20:35:43.441862] [INFO ] [main      ] FIGS: Signal=1 (Conf=90.0%), Magnitude=-1.44% (Conf=47.8543%)
[2025-12-16T20:35:43.442210] [INFO ] [main      ] Progress: 108/435 forecasts completed (24.8%). FIGS finished in 0.6s. ETA: 54.9s. Rate: 357.33 forecasts/min
[2025-12-16T20:35:43.442335] [INFO ] [main      ] Fetching symbol history for AFYA...
[2025-12-16T20:35:43.442379] [DEBUG] [REMOTE    ] AFYA: Fetching historical data.
[2025-12-16T20:35:43.453504] [DEBUG] [MAG       ] LII: Last date is validated at 2025-12-16
[2025-12-16T20:35:43.453765] [DEBUG] [REMOTE    ] AFYA: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:43.454853] [DEBUG] [LOCAL     ] Loaded configuration for AFYA: 0 features, N/A% accuracy
[2025-12-16T20:35:43.455231] [INFO ] [LOCAL     ] AFYA: Loaded 0 optimal features with 44.94% confidence from JSON config
[2025-12-16T20:35:43.455266] [DEBUG] [MAG       ] Building data for symbol: AFYA with lookback: 0
[2025-12-16T20:35:43.456152] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-16T20:35:43.551498] [INFO ] [LOCAL     ] TBIL: Saved forecast.
[2025-12-16T20:35:43.551594] [INFO ] [main      ] TBIL: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=14.406%)
[2025-12-16T20:35:43.552030] [INFO ] [main      ] Fetching symbol history for SNGX...
[2025-12-16T20:35:43.552082] [DEBUG] [REMOTE    ] SNGX: Fetching historical data.
[2025-12-16T20:35:43.552666] [INFO ] [main      ] Progress: 109/435 forecasts completed (25.1%). TBIL finished in 1.1s. ETA: 54.6s. Rate: 358.46 forecasts/min
[2025-12-16T20:35:43.566298] [DEBUG] [REMOTE    ] SNGX: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:43.567324] [DEBUG] [LOCAL     ] Loaded configuration for SNGX: 5 features, N/A% accuracy
[2025-12-16T20:35:43.567373] [INFO ] [LOCAL     ] SNGX: Loaded 5 optimal features with 43.57% confidence from JSON config
[2025-12-16T20:35:43.567404] [DEBUG] [MAG       ] Building data for symbol: SNGX with lookback: 0
[2025-12-16T20:35:43.568192] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-16T20:35:43.568256] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:35:43.573222] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-16T20:35:43.574065] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-16T20:35:43.574693] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-16T20:35:43.577711] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-16T20:35:43.579493] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:43.624743] [DEBUG] [MAG       ] LII: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:43.658163] [DEBUG] [MAG       ] DHIL: Last date is validated at 2025-12-16
[2025-12-16T20:35:43.760092] [INFO ] [LOCAL     ] LII: Saved forecast.
[2025-12-16T20:35:43.760170] [INFO ] [main      ] LII: Signal=1 (Conf=90.0%), Magnitude=-0.96% (Conf=52.7203%)
[2025-12-16T20:35:43.760715] [INFO ] [main      ] Fetching symbol history for WKSP...
[2025-12-16T20:35:43.760761] [DEBUG] [REMOTE    ] WKSP: Fetching historical data.
[2025-12-16T20:35:43.762676] [INFO ] [main      ] Progress: 110/435 forecasts completed (25.3%). LII finished in 0.7s. ETA: 54.5s. Rate: 357.63 forecasts/min
[2025-12-16T20:35:43.771675] [DEBUG] [REMOTE    ] WKSP: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:43.772919] [DEBUG] [LOCAL     ] Loaded configuration for WKSP: 6 features, N/A% accuracy
[2025-12-16T20:35:43.772985] [INFO ] [LOCAL     ] WKSP: Loaded 6 optimal features with 55.74% confidence from JSON config
[2025-12-16T20:35:43.773016] [DEBUG] [MAG       ] Building data for symbol: WKSP with lookback: 0
[2025-12-16T20:35:43.773843] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-16T20:35:43.773906] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:35:43.778867] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:35:43.780673] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:35:43.781144] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-16T20:35:43.781943] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-16T20:35:43.782635] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-16T20:35:43.784151] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:43.799399] [DEBUG] [MAG       ] AFYA: Last date is validated at 2025-12-16
[2025-12-16T20:35:43.835332] [DEBUG] [MAG       ] DHIL: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:43.919541] [DEBUG] [MAG       ] SNGX: Last date is validated at 2025-12-16
[2025-12-16T20:35:43.972647] [DEBUG] [MAG       ] AFYA: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:44.007713] [INFO ] [LOCAL     ] DHIL: Saved forecast.
[2025-12-16T20:35:44.007781] [INFO ] [main      ] DHIL: Signal=1 (Conf=90.0%), Magnitude=-2.40% (Conf=52.6877%)
[2025-12-16T20:35:44.008129] [INFO ] [main      ] Fetching symbol history for LINC...
[2025-12-16T20:35:44.008190] [DEBUG] [REMOTE    ] LINC: Fetching historical data.
[2025-12-16T20:35:44.008155] [INFO ] [main      ] Progress: 111/435 forecasts completed (25.5%). DHIL finished in 0.8s. ETA: 54.6s. Rate: 356.14 forecasts/min
[2025-12-16T20:35:44.019627] [DEBUG] [REMOTE    ] LINC: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:44.020706] [DEBUG] [LOCAL     ] Loaded configuration for LINC: 8 features, N/A% accuracy
[2025-12-16T20:35:44.020775] [INFO ] [LOCAL     ] LINC: Loaded 8 optimal features with 42.50% confidence from JSON config
[2025-12-16T20:35:44.020823] [DEBUG] [MAG       ] Building data for symbol: LINC with lookback: 0
[2025-12-16T20:35:44.021714] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-16T20:35:44.021779] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:35:44.026820] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:35:44.028693] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:35:44.029232] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:35:44.029718] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-16T20:35:44.032096] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-16T20:35:44.033801] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-16T20:35:44.034504] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-16T20:35:44.035276] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:44.037238] [INFO ] [LOCAL     ] AFYA: Saved forecast.
[2025-12-16T20:35:44.037305] [INFO ] [main      ] AFYA: Signal=1 (Conf=90.0%), Magnitude=0.96% (Conf=44.9433%)
[2025-12-16T20:35:44.037702] [INFO ] [main      ] Progress: 112/435 forecasts completed (25.7%). AFYA finished in 0.6s. ETA: 54.0s. Rate: 358.78 forecasts/min
[2025-12-16T20:35:44.037837] [INFO ] [main      ] Fetching symbol history for FCBC...
[2025-12-16T20:35:44.037885] [DEBUG] [REMOTE    ] FCBC: Fetching historical data.
[2025-12-16T20:35:44.049134] [DEBUG] [REMOTE    ] FCBC: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:44.050349] [DEBUG] [LOCAL     ] Loaded configuration for FCBC: 3 features, N/A% accuracy
[2025-12-16T20:35:44.050413] [INFO ] [LOCAL     ] FCBC: Loaded 3 optimal features with 63.29% confidence from JSON config
[2025-12-16T20:35:44.050455] [DEBUG] [MAG       ] Building data for symbol: FCBC with lookback: 0
[2025-12-16T20:35:44.051267] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-16T20:35:44.051330] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-16T20:35:44.085648] [DEBUG] [MAG       ] SNGX: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:44.122983] [DEBUG] [MAG       ] WKSP: Last date is validated at 2025-12-16
[2025-12-16T20:35:44.155096] [INFO ] [LOCAL     ] SNGX: Saved forecast.
[2025-12-16T20:35:44.155166] [INFO ] [main      ] SNGX: Signal=1 (Conf=90.0%), Magnitude=1.96% (Conf=43.5711%)
[2025-12-16T20:35:44.155629] [INFO ] [main      ] Fetching symbol history for ALGN...
[2025-12-16T20:35:44.155689] [DEBUG] [REMOTE    ] ALGN: Fetching historical data.
[2025-12-16T20:35:44.155683] [INFO ] [main      ] Progress: 113/435 forecasts completed (26.0%). SNGX finished in 0.6s. ETA: 53.7s. Rate: 359.72 forecasts/min
[2025-12-16T20:35:44.169441] [DEBUG] [REMOTE    ] ALGN: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:44.169482] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-16T20:35:44.170349] [DEBUG] [LOCAL     ] Loaded configuration for ALGN: 5 features, N/A% accuracy
[2025-12-16T20:35:44.170406] [INFO ] [LOCAL     ] ALGN: Loaded 5 optimal features with 59.55% confidence from JSON config
[2025-12-16T20:35:44.170437] [DEBUG] [MAG       ] Building data for symbol: ALGN with lookback: 0
[2025-12-16T20:35:44.171376] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-16T20:35:44.171436] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:35:44.172166] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-16T20:35:44.173278] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:44.173292] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:35:44.173837] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:35:44.174227] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-16T20:35:44.175464] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-16T20:35:44.176835] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:44.296860] [DEBUG] [MAG       ] WKSP: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:44.371412] [INFO ] [LOCAL     ] WKSP: Saved forecast.
[2025-12-16T20:35:44.371478] [INFO ] [main      ] WKSP: Signal=1 (Conf=90.0%), Magnitude=13.10% (Conf=55.7376%)
[2025-12-16T20:35:44.371672] [INFO ] [main      ] Fetching symbol history for CSTL...
[2025-12-16T20:35:44.371717] [DEBUG] [REMOTE    ] CSTL: Fetching historical data.
[2025-12-16T20:35:44.373681] [INFO ] [main      ] Progress: 114/435 forecasts completed (26.2%). WKSP finished in 0.6s. ETA: 53.7s. Rate: 358.76 forecasts/min
[2025-12-16T20:35:44.382761] [DEBUG] [REMOTE    ] CSTL: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:44.383802] [DEBUG] [LOCAL     ] Loaded configuration for CSTL: 5 features, N/A% accuracy
[2025-12-16T20:35:44.383854] [INFO ] [LOCAL     ] CSTL: Loaded 5 optimal features with 55.68% confidence from JSON config
[2025-12-16T20:35:44.383885] [DEBUG] [MAG       ] Building data for symbol: CSTL with lookback: 0
[2025-12-16T20:35:44.384697] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-16T20:35:44.384757] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:35:44.389568] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:35:44.391342] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:35:44.391864] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:35:44.392256] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-16T20:35:44.393005] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:44.393626] [DEBUG] [MAG       ] LINC: Last date is validated at 2025-12-16
[2025-12-16T20:35:44.515702] [DEBUG] [MAG       ] ALGN: Last date is validated at 2025-12-16
[2025-12-16T20:35:44.517413] [DEBUG] [MAG       ] FCBC: Last date is validated at 2025-12-16
[2025-12-16T20:35:44.570760] [DEBUG] [MAG       ] LINC: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:44.654553] [INFO ] [LOCAL     ] LINC: Saved forecast.
[2025-12-16T20:35:44.654648] [INFO ] [main      ] LINC: Signal=1 (Conf=90.0%), Magnitude=0.66% (Conf=42.4983%)
[2025-12-16T20:35:44.655230] [INFO ] [main      ] Fetching symbol history for SUZ...
[2025-12-16T20:35:44.655301] [DEBUG] [REMOTE    ] SUZ: Fetching historical data.
[2025-12-16T20:35:44.655660] [INFO ] [main      ] Progress: 115/435 forecasts completed (26.4%). LINC finished in 0.6s. ETA: 53.8s. Rate: 356.63 forecasts/min
[2025-12-16T20:35:44.666457] [DEBUG] [REMOTE    ] SUZ: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:44.667660] [DEBUG] [LOCAL     ] Loaded configuration for SUZ: 2 features, N/A% accuracy
[2025-12-16T20:35:44.667712] [INFO ] [LOCAL     ] SUZ: Loaded 2 optimal features with 61.98% confidence from JSON config
[2025-12-16T20:35:44.667744] [DEBUG] [MAG       ] Building data for symbol: SUZ with lookback: 0
[2025-12-16T20:35:44.668520] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-16T20:35:44.668619] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-16T20:35:44.683217] [DEBUG] [MAG       ] ALGN: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:44.690478] [DEBUG] [MAG       ] FCBC: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:44.710343] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-16T20:35:44.712125] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:44.735007] [DEBUG] [MAG       ] CSTL: Last date is validated at 2025-12-16
[2025-12-16T20:35:44.776242] [INFO ] [LOCAL     ] FCBC: Saved forecast.
[2025-12-16T20:35:44.776309] [INFO ] [main      ] FCBC: Signal=1 (Conf=90.0%), Magnitude=1.54% (Conf=63.2943%)
[2025-12-16T20:35:44.776713] [INFO ] [main      ] Fetching symbol history for MKC...
[2025-12-16T20:35:44.776766] [DEBUG] [REMOTE    ] MKC: Fetching historical data.
[2025-12-16T20:35:44.776895] [INFO ] [main      ] Progress: 116/435 forecasts completed (26.7%). FCBC finished in 0.7s. ETA: 53.5s. Rate: 357.49 forecasts/min
[2025-12-16T20:35:44.788162] [DEBUG] [REMOTE    ] MKC: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:44.789171] [DEBUG] [LOCAL     ] Loaded configuration for MKC: 3 features, N/A% accuracy
[2025-12-16T20:35:44.789224] [INFO ] [LOCAL     ] MKC: Loaded 3 optimal features with 61.79% confidence from JSON config
[2025-12-16T20:35:44.789255] [DEBUG] [MAG       ] Building data for symbol: MKC with lookback: 0
[2025-12-16T20:35:44.790031] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-16T20:35:44.790090] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:35:44.791794] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:35:44.792323] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-16T20:35:44.822859] [INFO ] [LOCAL     ] ALGN: Saved forecast.
[2025-12-16T20:35:44.822924] [INFO ] [main      ] ALGN: Signal=1 (Conf=90.0%), Magnitude=0.76% (Conf=59.5514%)
[2025-12-16T20:35:44.823288] [INFO ] [main      ] Progress: 117/435 forecasts completed (26.9%). ALGN finished in 0.7s. ETA: 53.0s. Rate: 359.71 forecasts/min
[2025-12-16T20:35:44.823463] [INFO ] [main      ] Fetching symbol history for DGICA...
[2025-12-16T20:35:44.823509] [DEBUG] [REMOTE    ] DGICA: Fetching historical data.
[2025-12-16T20:35:44.832489] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:44.835526] [DEBUG] [REMOTE    ] DGICA: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:44.836664] [DEBUG] [LOCAL     ] Loaded configuration for DGICA: 2 features, N/A% accuracy
[2025-12-16T20:35:44.836715] [INFO ] [LOCAL     ] DGICA: Loaded 2 optimal features with 52.64% confidence from JSON config
[2025-12-16T20:35:44.836745] [DEBUG] [MAG       ] Building data for symbol: DGICA with lookback: 0
[2025-12-16T20:35:44.837494] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-16T20:35:44.837551] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:35:44.842333] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-16T20:35:44.843542] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:44.919226] [DEBUG] [MAG       ] CSTL: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:45.011738] [INFO ] [LOCAL     ] CSTL: Saved forecast.
[2025-12-16T20:35:45.011820] [INFO ] [main      ] CSTL: Signal=1 (Conf=90.0%), Magnitude=0.78% (Conf=55.6795%)
[2025-12-16T20:35:45.011985] [INFO ] [main      ] Fetching symbol history for AAP...
[2025-12-16T20:35:45.012029] [DEBUG] [REMOTE    ] AAP: Fetching historical data.
[2025-12-16T20:35:45.012867] [INFO ] [main      ] Progress: 118/435 forecasts completed (27.1%). CSTL finished in 0.6s. ETA: 52.9s. Rate: 359.30 forecasts/min
[2025-12-16T20:35:45.023233] [DEBUG] [REMOTE    ] AAP: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:45.024197] [DEBUG] [LOCAL     ] Loaded configuration for AAP: 5 features, N/A% accuracy
[2025-12-16T20:35:45.024247] [INFO ] [LOCAL     ] AAP: Loaded 5 optimal features with 47.83% confidence from JSON config
[2025-12-16T20:35:45.024278] [DEBUG] [MAG       ] Building data for symbol: AAP with lookback: 0
[2025-12-16T20:35:45.025055] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-16T20:35:45.025115] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-16T20:35:45.025974] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-16T20:35:45.026963] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-16T20:35:45.065067] [DEBUG] [MAG       ] SUZ: Last date is validated at 2025-12-16
[2025-12-16T20:35:45.077926] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-16T20:35:45.082690] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-16T20:35:45.084125] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:45.172601] [DEBUG] [MAG       ] MKC: Last date is validated at 2025-12-16
[2025-12-16T20:35:45.181090] [DEBUG] [MAG       ] DGICA: Last date is validated at 2025-12-16
[2025-12-16T20:35:45.238226] [DEBUG] [MAG       ] SUZ: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:45.301638] [INFO ] [LOCAL     ] SUZ: Saved forecast.
[2025-12-16T20:35:45.301709] [INFO ] [main      ] SUZ: Signal=1 (Conf=90.0%), Magnitude=-0.61% (Conf=61.9798%)
[2025-12-16T20:35:45.302071] [INFO ] [main      ] Fetching symbol history for ENTX...
[2025-12-16T20:35:45.302117] [DEBUG] [REMOTE    ] ENTX: Fetching historical data.
[2025-12-16T20:35:45.303078] [INFO ] [main      ] Progress: 119/435 forecasts completed (27.4%). SUZ finished in 0.6s. ETA: 53.1s. Rate: 357.08 forecasts/min
[2025-12-16T20:35:45.314441] [DEBUG] [REMOTE    ] ENTX: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:45.315566] [DEBUG] [LOCAL     ] Loaded configuration for ENTX: 1 features, N/A% accuracy
[2025-12-16T20:35:45.315638] [INFO ] [LOCAL     ] ENTX: Loaded 1 optimal features with 61.18% confidence from JSON config
[2025-12-16T20:35:45.315669] [DEBUG] [MAG       ] Building data for symbol: ENTX with lookback: 0
[2025-12-16T20:35:45.316466] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-16T20:35:45.316526] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-16T20:35:45.319212] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:45.343373] [DEBUG] [MAG       ] MKC: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:45.355105] [DEBUG] [MAG       ] DGICA: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:45.421568] [INFO ] [LOCAL     ] DGICA: Saved forecast.
[2025-12-16T20:35:45.421650] [INFO ] [main      ] DGICA: Signal=1 (Conf=90.0%), Magnitude=0.97% (Conf=52.6418%)
[2025-12-16T20:35:45.421989] [INFO ] [main      ] Progress: 120/435 forecasts completed (27.6%). DGICA finished in 0.6s. ETA: 52.8s. Rate: 357.96 forecasts/min
[2025-12-16T20:35:45.422108] [INFO ] [main      ] Fetching symbol history for AM...
[2025-12-16T20:35:45.422151] [DEBUG] [REMOTE    ] AM: Fetching historical data.
[2025-12-16T20:35:45.427901] [DEBUG] [MAG       ] AAP: Last date is validated at 2025-12-16
[2025-12-16T20:35:45.434370] [DEBUG] [REMOTE    ] AM: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:45.435600] [DEBUG] [LOCAL     ] Loaded configuration for AM: 5 features, N/A% accuracy
[2025-12-16T20:35:45.435651] [INFO ] [LOCAL     ] AM: Loaded 5 optimal features with 44.92% confidence from JSON config
[2025-12-16T20:35:45.435681] [DEBUG] [MAG       ] Building data for symbol: AM with lookback: 0
[2025-12-16T20:35:45.436438] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-16T20:35:45.436497] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:35:45.440596] [INFO ] [LOCAL     ] MKC: Saved forecast.
[2025-12-16T20:35:45.440684] [INFO ] [main      ] MKC: Signal=1 (Conf=90.0%), Magnitude=-1.02% (Conf=61.792%)
[2025-12-16T20:35:45.441210] [INFO ] [main      ] Fetching symbol history for BSJS...
[2025-12-16T20:35:45.441261] [DEBUG] [REMOTE    ] BSJS: Fetching historical data.
[2025-12-16T20:35:45.441764] [INFO ] [main      ] Progress: 121/435 forecasts completed (27.8%). MKC finished in 0.7s. ETA: 52.2s. Rate: 360.58 forecasts/min
[2025-12-16T20:35:45.442272] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-16T20:35:45.443959] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-16T20:35:45.445801] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-16T20:35:45.446907] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:35:45.448722] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:45.452908] [DEBUG] [REMOTE    ] BSJS: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:45.454809] [DEBUG] [LOCAL     ] Loaded configuration for BSJS: 8 features, N/A% accuracy
[2025-12-16T20:35:45.454866] [INFO ] [LOCAL     ] BSJS: Loaded 8 optimal features with 30.56% confidence from JSON config
[2025-12-16T20:35:45.454899] [DEBUG] [MAG       ] Building data for symbol: BSJS with lookback: 0
[2025-12-16T20:35:45.455745] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-16T20:35:45.455810] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:35:45.460887] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:35:45.462738] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:35:45.463221] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:35:45.463684] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:35:45.464080] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-16T20:35:45.465227] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-16T20:35:45.467224] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-16T20:35:45.468739] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:45.595749] [DEBUG] [MAG       ] AAP: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:45.677454] [DEBUG] [MAG       ] ENTX: Last date is validated at 2025-12-16
[2025-12-16T20:35:45.710540] [INFO ] [LOCAL     ] AAP: Saved forecast.
[2025-12-16T20:35:45.710623] [INFO ] [main      ] AAP: Signal=1 (Conf=90.0%), Magnitude=-4.76% (Conf=47.8253%)
[2025-12-16T20:35:45.710781] [INFO ] [main      ] Fetching symbol history for WULF...
[2025-12-16T20:35:45.710824] [DEBUG] [REMOTE    ] WULF: Fetching historical data.
[2025-12-16T20:35:45.712802] [INFO ] [main      ] Progress: 122/435 forecasts completed (28.0%). AAP finished in 0.7s. ETA: 52.4s. Rate: 358.74 forecasts/min
[2025-12-16T20:35:45.721815] [DEBUG] [REMOTE    ] WULF: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:45.722742] [DEBUG] [LOCAL     ] Loaded configuration for WULF: 7 features, N/A% accuracy
[2025-12-16T20:35:45.722801] [INFO ] [LOCAL     ] WULF: Loaded 7 optimal features with 57.65% confidence from JSON config
[2025-12-16T20:35:45.722832] [DEBUG] [MAG       ] Building data for symbol: WULF with lookback: 0
[2025-12-16T20:35:45.723594] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-16T20:35:45.723655] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:35:45.728464] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:35:45.730633] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:35:45.731117] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:35:45.731502] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-16T20:35:45.783236] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-16T20:35:45.785382] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-16T20:35:45.788157] [DEBUG] [MAG       ] AM: Last date is validated at 2025-12-16
[2025-12-16T20:35:45.790902] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:45.813057] [DEBUG] [MAG       ] BSJS: Last date is validated at 2025-12-16
[2025-12-16T20:35:45.850214] [DEBUG] [MAG       ] ENTX: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:45.906101] [INFO ] [LOCAL     ] ENTX: Saved forecast.
[2025-12-16T20:35:45.906172] [INFO ] [main      ] ENTX: Signal=1 (Conf=90.0%), Magnitude=-3.61% (Conf=61.1758%)
[2025-12-16T20:35:45.906532] [INFO ] [main      ] Fetching symbol history for BIVI...
[2025-12-16T20:35:45.906602] [DEBUG] [REMOTE    ] BIVI: Fetching historical data.
[2025-12-16T20:35:45.906651] [INFO ] [main      ] Progress: 123/435 forecasts completed (28.3%). ENTX finished in 0.6s. ETA: 52.3s. Rate: 358.27 forecasts/min
[2025-12-16T20:35:45.918914] [DEBUG] [REMOTE    ] BIVI: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:45.919938] [DEBUG] [LOCAL     ] Loaded configuration for BIVI: 8 features, N/A% accuracy
[2025-12-16T20:35:45.919994] [INFO ] [LOCAL     ] BIVI: Loaded 8 optimal features with 26.61% confidence from JSON config
[2025-12-16T20:35:45.920026] [DEBUG] [MAG       ] Building data for symbol: BIVI with lookback: 0
[2025-12-16T20:35:45.920952] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-16T20:35:45.921016] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:35:45.926200] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:35:45.928195] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:35:45.928765] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:35:45.931721] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:35:45.932153] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-16T20:35:45.956842] [DEBUG] [MAG       ] AM: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:45.974030] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-16T20:35:45.975046] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-16T20:35:45.976143] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:45.985980] [DEBUG] [MAG       ] BSJS: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:46.045887] [INFO ] [LOCAL     ] BSJS: Saved forecast.
[2025-12-16T20:35:46.045954] [INFO ] [main      ] BSJS: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=30.5632%)
[2025-12-16T20:35:46.046399] [INFO ] [main      ] Fetching symbol history for IESC...
[2025-12-16T20:35:46.046451] [DEBUG] [REMOTE    ] IESC: Fetching historical data.
[2025-12-16T20:35:46.046488] [INFO ] [main      ] Progress: 124/435 forecasts completed (28.5%). BSJS finished in 0.6s. ETA: 52.0s. Rate: 358.75 forecasts/min
[2025-12-16T20:35:46.057513] [DEBUG] [REMOTE    ] IESC: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:46.058498] [DEBUG] [LOCAL     ] Loaded configuration for IESC: 3 features, N/A% accuracy
[2025-12-16T20:35:46.058558] [INFO ] [LOCAL     ] IESC: Loaded 3 optimal features with 54.64% confidence from JSON config
[2025-12-16T20:35:46.058616] [DEBUG] [MAG       ] Building data for symbol: IESC with lookback: 0
[2025-12-16T20:35:46.059436] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-16T20:35:46.059498] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-16T20:35:46.061935] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-16T20:35:46.063142] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-16T20:35:46.065964] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:46.088736] [INFO ] [LOCAL     ] AM: Saved forecast.
[2025-12-16T20:35:46.088801] [INFO ] [main      ] AM: Signal=1 (Conf=90.0%), Magnitude=0.28% (Conf=44.9206%)
[2025-12-16T20:35:46.089175] [INFO ] [main      ] Progress: 125/435 forecasts completed (28.7%). AM finished in 0.7s. ETA: 51.5s. Rate: 360.90 forecasts/min
[2025-12-16T20:35:46.089298] [INFO ] [main      ] Fetching symbol history for BLFY...
[2025-12-16T20:35:46.089339] [DEBUG] [REMOTE    ] BLFY: Fetching historical data.
[2025-12-16T20:35:46.101341] [DEBUG] [REMOTE    ] BLFY: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:46.102125] [DEBUG] [LOCAL     ] Loaded configuration for BLFY: 5 features, N/A% accuracy
[2025-12-16T20:35:46.102179] [INFO ] [LOCAL     ] BLFY: Loaded 5 optimal features with 43.48% confidence from JSON config
[2025-12-16T20:35:46.102210] [DEBUG] [MAG       ] Building data for symbol: BLFY with lookback: 0
[2025-12-16T20:35:46.102999] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-16T20:35:46.103059] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:35:46.104754] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:35:46.105249] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:35:46.105668] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-16T20:35:46.107662] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-16T20:35:46.109227] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:46.153222] [DEBUG] [MAG       ] WULF: Last date is validated at 2025-12-16
[2025-12-16T20:35:46.321178] [DEBUG] [MAG       ] WULF: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:46.323269] [DEBUG] [MAG       ] BIVI: Last date is validated at 2025-12-16
[2025-12-16T20:35:46.398043] [INFO ] [LOCAL     ] WULF: Saved forecast.
[2025-12-16T20:35:46.398111] [INFO ] [main      ] WULF: Signal=1 (Conf=90.0%), Magnitude=2.53% (Conf=57.6498%)
[2025-12-16T20:35:46.398266] [INFO ] [main      ] Fetching symbol history for PLTK...
[2025-12-16T20:35:46.398308] [DEBUG] [REMOTE    ] PLTK: Fetching historical data.
[2025-12-16T20:35:46.398874] [INFO ] [main      ] Progress: 126/435 forecasts completed (29.0%). WULF finished in 0.7s. ETA: 51.7s. Rate: 358.45 forecasts/min
[2025-12-16T20:35:46.409546] [DEBUG] [REMOTE    ] PLTK: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:46.410387] [DEBUG] [LOCAL     ] Loaded configuration for PLTK: 6 features, N/A% accuracy
[2025-12-16T20:35:46.410459] [INFO ] [LOCAL     ] PLTK: Loaded 6 optimal features with 56.65% confidence from JSON config
[2025-12-16T20:35:46.410495] [DEBUG] [MAG       ] Building data for symbol: PLTK with lookback: 0
[2025-12-16T20:35:46.411766] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-16T20:35:46.411831] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:35:46.414420] [DEBUG] [MAG       ] IESC: Last date is validated at 2025-12-16
[2025-12-16T20:35:46.416730] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:35:46.418559] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:35:46.419095] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-16T20:35:46.420011] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-16T20:35:46.444071] [DEBUG] [MAG       ] BLFY: Last date is validated at 2025-12-16
[2025-12-16T20:35:46.493808] [DEBUG] [MAG       ] BIVI: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:46.537444] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-16T20:35:46.538793] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:46.588952] [DEBUG] [MAG       ] IESC: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:46.611826] [DEBUG] [MAG       ] BLFY: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:46.660039] [INFO ] [LOCAL     ] BIVI: Saved forecast.
[2025-12-16T20:35:46.660106] [INFO ] [main      ] BIVI: Signal=1 (Conf=90.0%), Magnitude=-80.18% (Conf=26.6091%)
[2025-12-16T20:35:46.660446] [INFO ] [main      ] Fetching symbol history for IRTC...
[2025-12-16T20:35:46.660495] [DEBUG] [REMOTE    ] IRTC: Fetching historical data.
[2025-12-16T20:35:46.660478] [INFO ] [main      ] Progress: 127/435 forecasts completed (29.2%). BIVI finished in 0.8s. ETA: 51.8s. Rate: 356.86 forecasts/min
[2025-12-16T20:35:46.671388] [DEBUG] [REMOTE    ] IRTC: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:46.672132] [DEBUG] [LOCAL     ] Loaded configuration for IRTC: 3 features, N/A% accuracy
[2025-12-16T20:35:46.672180] [INFO ] [LOCAL     ] IRTC: Loaded 3 optimal features with 46.90% confidence from JSON config
[2025-12-16T20:35:46.672210] [DEBUG] [MAG       ] Building data for symbol: IRTC with lookback: 0
[2025-12-16T20:35:46.673001] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-16T20:35:46.673060] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-16T20:35:46.673936] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-16T20:35:46.675639] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-16T20:35:46.677562] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:46.678773] [INFO ] [LOCAL     ] BLFY: Saved forecast.
[2025-12-16T20:35:46.678836] [INFO ] [main      ] BLFY: Signal=1 (Conf=90.0%), Magnitude=2.48% (Conf=43.4827%)
[2025-12-16T20:35:46.679125] [INFO ] [main      ] Fetching symbol history for CHCI...
[2025-12-16T20:35:46.679191] [DEBUG] [REMOTE    ] CHCI: Fetching historical data.
[2025-12-16T20:35:46.680057] [INFO ] [main      ] Progress: 128/435 forecasts completed (29.4%). BLFY finished in 0.6s. ETA: 51.3s. Rate: 359.34 forecasts/min
[2025-12-16T20:35:46.693896] [DEBUG] [REMOTE    ] CHCI: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:46.694965] [DEBUG] [LOCAL     ] Loaded configuration for CHCI: 8 features, N/A% accuracy
[2025-12-16T20:35:46.695020] [INFO ] [LOCAL     ] CHCI: Loaded 8 optimal features with 49.65% confidence from JSON config
[2025-12-16T20:35:46.695054] [DEBUG] [MAG       ] Building data for symbol: CHCI with lookback: 0
[2025-12-16T20:35:46.696055] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-16T20:35:46.696117] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:35:46.701091] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:35:46.702853] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:35:46.703401] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:35:46.703805] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-16T20:35:46.704690] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-16T20:35:46.707047] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-16T20:35:46.708272] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-16T20:35:46.708969] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:46.742857] [INFO ] [LOCAL     ] IESC: Saved forecast.
[2025-12-16T20:35:46.742929] [INFO ] [main      ] IESC: Signal=1 (Conf=90.0%), Magnitude=2.60% (Conf=54.6362%)
[2025-12-16T20:35:46.743284] [INFO ] [main      ] Progress: 129/435 forecasts completed (29.7%). IESC finished in 0.7s. ETA: 50.8s. Rate: 361.08 forecasts/min
[2025-12-16T20:35:46.743408] [INFO ] [main      ] Fetching symbol history for PRTA...
[2025-12-16T20:35:46.743450] [DEBUG] [REMOTE    ] PRTA: Fetching historical data.
[2025-12-16T20:35:46.754376] [DEBUG] [REMOTE    ] PRTA: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:46.755236] [DEBUG] [LOCAL     ] Loaded configuration for PRTA: 5 features, N/A% accuracy
[2025-12-16T20:35:46.755286] [INFO ] [LOCAL     ] PRTA: Loaded 5 optimal features with 58.13% confidence from JSON config
[2025-12-16T20:35:46.755662] [DEBUG] [MAG       ] Building data for symbol: PRTA with lookback: 0
[2025-12-16T20:35:46.756483] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-16T20:35:46.756544] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:35:46.761340] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-16T20:35:46.762143] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-16T20:35:46.873176] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-16T20:35:46.874161] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-16T20:35:46.875518] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:46.875923] [DEBUG] [MAG       ] PLTK: Last date is validated at 2025-12-16
[2025-12-16T20:35:47.013526] [DEBUG] [MAG       ] IRTC: Last date is validated at 2025-12-16
[2025-12-16T20:35:47.046343] [DEBUG] [MAG       ] CHCI: Last date is validated at 2025-12-16
[2025-12-16T20:35:47.046557] [DEBUG] [MAG       ] PLTK: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:47.107870] [INFO ] [LOCAL     ] PLTK: Saved forecast.
[2025-12-16T20:35:47.107940] [INFO ] [main      ] PLTK: Signal=1 (Conf=90.0%), Magnitude=3.53% (Conf=56.6456%)
[2025-12-16T20:35:47.108093] [INFO ] [main      ] Fetching symbol history for AAPL...
[2025-12-16T20:35:47.108135] [DEBUG] [REMOTE    ] AAPL: Fetching historical data.
[2025-12-16T20:35:47.108874] [INFO ] [main      ] Progress: 130/435 forecasts completed (29.9%). PLTK finished in 0.7s. ETA: 51.1s. Rate: 357.78 forecasts/min
[2025-12-16T20:35:47.119487] [DEBUG] [REMOTE    ] AAPL: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:47.120511] [DEBUG] [LOCAL     ] Loaded configuration for AAPL: 0 features, N/A% accuracy
[2025-12-16T20:35:47.120564] [INFO ] [LOCAL     ] AAPL: Loaded 0 optimal features with 50.41% confidence from JSON config
[2025-12-16T20:35:47.120628] [DEBUG] [MAG       ] Building data for symbol: AAPL with lookback: 0
[2025-12-16T20:35:47.121400] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-16T20:35:47.179714] [DEBUG] [MAG       ] IRTC: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:47.214613] [DEBUG] [MAG       ] CHCI: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:47.218741] [DEBUG] [MAG       ] PRTA: Last date is validated at 2025-12-16
[2025-12-16T20:35:47.292396] [INFO ] [LOCAL     ] CHCI: Saved forecast.
[2025-12-16T20:35:47.292463] [INFO ] [main      ] CHCI: Signal=1 (Conf=90.0%), Magnitude=-2.37% (Conf=49.6462%)
[2025-12-16T20:35:47.292660] [INFO ] [main      ] Fetching symbol history for TNL...
[2025-12-16T20:35:47.292707] [DEBUG] [REMOTE    ] TNL: Fetching historical data.
[2025-12-16T20:35:47.293942] [INFO ] [main      ] Progress: 131/435 forecasts completed (30.1%). CHCI finished in 0.6s. ETA: 51.0s. Rate: 357.50 forecasts/min
[2025-12-16T20:35:47.304886] [DEBUG] [REMOTE    ] TNL: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:47.306012] [DEBUG] [LOCAL     ] Loaded configuration for TNL: 2 features, N/A% accuracy
[2025-12-16T20:35:47.306069] [INFO ] [LOCAL     ] TNL: Loaded 2 optimal features with 60.70% confidence from JSON config
[2025-12-16T20:35:47.307027] [INFO ] [LOCAL     ] IRTC: Saved forecast.
[2025-12-16T20:35:47.307093] [INFO ] [main      ] IRTC: Signal=1 (Conf=90.0%), Magnitude=-5.85% (Conf=46.9018%)
[2025-12-16T20:35:47.307254] [INFO ] [main      ] Fetching symbol history for EVN...
[2025-12-16T20:35:47.307303] [DEBUG] [REMOTE    ] EVN: Fetching historical data.
[2025-12-16T20:35:47.306100] [DEBUG] [MAG       ] Building data for symbol: TNL with lookback: 0
[2025-12-16T20:35:47.307828] [INFO ] [main      ] Progress: 132/435 forecasts completed (30.3%). IRTC finished in 0.6s. ETA: 50.5s. Rate: 360.00 forecasts/min
[2025-12-16T20:35:47.308446] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-16T20:35:47.308509] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:35:47.314292] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-16T20:35:47.315165] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:47.319426] [DEBUG] [REMOTE    ] EVN: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:47.320398] [DEBUG] [LOCAL     ] Loaded configuration for EVN: 8 features, N/A% accuracy
[2025-12-16T20:35:47.320446] [INFO ] [LOCAL     ] EVN: Loaded 8 optimal features with 58.91% confidence from JSON config
[2025-12-16T20:35:47.320477] [DEBUG] [MAG       ] Building data for symbol: EVN with lookback: 0
[2025-12-16T20:35:47.321301] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-16T20:35:47.321363] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-16T20:35:47.323714] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-16T20:35:47.392339] [DEBUG] [MAG       ] PRTA: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:47.432440] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-16T20:35:47.434376] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-16T20:35:47.458413] [DEBUG] [MAG       ] AAPL: Last date is validated at 2025-12-16
[2025-12-16T20:35:47.470165] [INFO ] [LOCAL     ] PRTA: Saved forecast.
[2025-12-16T20:35:47.470232] [INFO ] [main      ] PRTA: Signal=1 (Conf=90.0%), Magnitude=-7.69% (Conf=58.1264%)
[2025-12-16T20:35:47.470566] [INFO ] [main      ] Progress: 133/435 forecasts completed (30.6%). PRTA finished in 0.7s. ETA: 50.3s. Rate: 360.06 forecasts/min
[2025-12-16T20:35:47.470710] [INFO ] [main      ] Fetching symbol history for PFG...
[2025-12-16T20:35:47.470753] [DEBUG] [REMOTE    ] PFG: Fetching historical data.
[2025-12-16T20:35:47.481323] [DEBUG] [REMOTE    ] PFG: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:47.482388] [DEBUG] [LOCAL     ] Loaded configuration for PFG: 3 features, N/A% accuracy
[2025-12-16T20:35:47.482442] [INFO ] [LOCAL     ] PFG: Loaded 3 optimal features with 57.63% confidence from JSON config
[2025-12-16T20:35:47.482475] [DEBUG] [MAG       ] Building data for symbol: PFG with lookback: 0
[2025-12-16T20:35:47.483272] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-16T20:35:47.483343] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:35:47.488348] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:35:47.490235] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:35:47.490791] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:47.509038] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:35:47.510931] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:35:47.511407] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-16T20:35:47.512518] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-16T20:35:47.514497] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:47.634180] [DEBUG] [MAG       ] AAPL: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:47.654730] [DEBUG] [MAG       ] TNL: Last date is validated at 2025-12-16
[2025-12-16T20:35:47.772484] [INFO ] [LOCAL     ] AAPL: Saved forecast.
[2025-12-16T20:35:47.772559] [INFO ] [main      ] AAPL: Signal=1 (Conf=90.0%), Magnitude=0.17% (Conf=50.4091%)
[2025-12-16T20:35:47.772731] [INFO ] [main      ] Fetching symbol history for AMBP...
[2025-12-16T20:35:47.772774] [DEBUG] [REMOTE    ] AMBP: Fetching historical data.
[2025-12-16T20:35:47.773989] [INFO ] [main      ] Progress: 134/435 forecasts completed (30.8%). AAPL finished in 0.7s. ETA: 50.5s. Rate: 357.87 forecasts/min
[2025-12-16T20:35:47.783384] [DEBUG] [REMOTE    ] AMBP: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:47.784310] [DEBUG] [LOCAL     ] Loaded configuration for AMBP: 5 features, N/A% accuracy
[2025-12-16T20:35:47.784361] [INFO ] [LOCAL     ] AMBP: Loaded 5 optimal features with 53.11% confidence from JSON config
[2025-12-16T20:35:47.784393] [DEBUG] [MAG       ] Building data for symbol: AMBP with lookback: 0
[2025-12-16T20:35:47.785220] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-16T20:35:47.785281] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:35:47.786958] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:35:47.787459] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-16T20:35:47.788381] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-16T20:35:47.789348] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-16T20:35:47.790339] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:47.823921] [DEBUG] [MAG       ] TNL: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:47.849664] [DEBUG] [MAG       ] EVN: Last date is validated at 2025-12-16
[2025-12-16T20:35:47.849851] [DEBUG] [MAG       ] PFG: Last date is validated at 2025-12-16
[2025-12-16T20:35:47.914268] [INFO ] [LOCAL     ] TNL: Saved forecast.
[2025-12-16T20:35:47.914336] [INFO ] [main      ] TNL: Signal=1 (Conf=90.0%), Magnitude=-0.51% (Conf=60.697%)
[2025-12-16T20:35:47.914496] [INFO ] [main      ] Fetching symbol history for CDE...
[2025-12-16T20:35:47.914541] [DEBUG] [REMOTE    ] CDE: Fetching historical data.
[2025-12-16T20:35:47.914883] [INFO ] [main      ] Progress: 135/435 forecasts completed (31.0%). TNL finished in 0.6s. ETA: 50.2s. Rate: 358.29 forecasts/min
[2025-12-16T20:35:47.926067] [DEBUG] [REMOTE    ] CDE: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:47.927004] [DEBUG] [LOCAL     ] Loaded configuration for CDE: 6 features, N/A% accuracy
[2025-12-16T20:35:47.927059] [INFO ] [LOCAL     ] CDE: Loaded 6 optimal features with 48.50% confidence from JSON config
[2025-12-16T20:35:47.927091] [DEBUG] [MAG       ] Building data for symbol: CDE with lookback: 0
[2025-12-16T20:35:47.927927] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-16T20:35:47.928009] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:35:47.932905] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:35:47.934738] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:35:47.935231] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:35:47.935698] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-16T20:35:47.936451] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-16T20:35:47.937798] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:48.016042] [DEBUG] [MAG       ] PFG: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:48.025298] [DEBUG] [MAG       ] EVN: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:48.086291] [INFO ] [LOCAL     ] EVN: Saved forecast.
[2025-12-16T20:35:48.086357] [INFO ] [main      ] EVN: Signal=1 (Conf=90.0%), Magnitude=0.05% (Conf=58.914%)
[2025-12-16T20:35:48.086735] [INFO ] [main      ] Fetching symbol history for CMP...
[2025-12-16T20:35:48.086785] [DEBUG] [REMOTE    ] CMP: Fetching historical data.
[2025-12-16T20:35:48.086776] [INFO ] [main      ] Progress: 136/435 forecasts completed (31.3%). EVN finished in 0.8s. ETA: 50.1s. Rate: 358.22 forecasts/min
[2025-12-16T20:35:48.097948] [DEBUG] [REMOTE    ] CMP: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:48.098815] [DEBUG] [LOCAL     ] Loaded configuration for CMP: 6 features, N/A% accuracy
[2025-12-16T20:35:48.098865] [INFO ] [LOCAL     ] CMP: Loaded 6 optimal features with 58.09% confidence from JSON config
[2025-12-16T20:35:48.098896] [DEBUG] [MAG       ] Building data for symbol: CMP with lookback: 0
[2025-12-16T20:35:48.099725] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-16T20:35:48.099787] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:35:48.104480] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:35:48.106247] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:35:48.106738] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-16T20:35:48.107460] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-16T20:35:48.113529] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-16T20:35:48.114532] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:48.120983] [INFO ] [LOCAL     ] PFG: Saved forecast.
[2025-12-16T20:35:48.121051] [INFO ] [main      ] PFG: Signal=1 (Conf=90.0%), Magnitude=2.52% (Conf=57.6295%)
[2025-12-16T20:35:48.121479] [INFO ] [main      ] Progress: 137/435 forecasts completed (31.5%). PFG finished in 0.7s. ETA: 49.6s. Rate: 360.31 forecasts/min
[2025-12-16T20:35:48.121614] [INFO ] [main      ] Fetching symbol history for HAIN...
[2025-12-16T20:35:48.121660] [DEBUG] [REMOTE    ] HAIN: Fetching historical data.
[2025-12-16T20:35:48.132992] [DEBUG] [REMOTE    ] HAIN: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:48.134410] [DEBUG] [LOCAL     ] Loaded configuration for HAIN: 2 features, N/A% accuracy
[2025-12-16T20:35:48.134467] [INFO ] [LOCAL     ] HAIN: Loaded 2 optimal features with 54.14% confidence from JSON config
[2025-12-16T20:35:48.134499] [DEBUG] [MAG       ] Building data for symbol: HAIN with lookback: 0
[2025-12-16T20:35:48.135289] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-16T20:35:48.135351] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:35:48.138822] [DEBUG] [MAG       ] AMBP: Last date is validated at 2025-12-16
[2025-12-16T20:35:48.140315] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-16T20:35:48.141380] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:48.274870] [DEBUG] [MAG       ] CDE: Last date is validated at 2025-12-16
[2025-12-16T20:35:48.304190] [DEBUG] [MAG       ] AMBP: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:48.363194] [INFO ] [LOCAL     ] AMBP: Saved forecast.
[2025-12-16T20:35:48.363268] [INFO ] [main      ] AMBP: Signal=1 (Conf=90.0%), Magnitude=-2.45% (Conf=53.1095%)
[2025-12-16T20:35:48.363742] [INFO ] [main      ] Fetching symbol history for SHLS...
[2025-12-16T20:35:48.363794] [DEBUG] [REMOTE    ] SHLS: Fetching historical data.
[2025-12-16T20:35:48.364667] [INFO ] [main      ] Progress: 138/435 forecasts completed (31.7%). AMBP finished in 0.6s. ETA: 49.6s. Rate: 359.11 forecasts/min
[2025-12-16T20:35:48.374325] [DEBUG] [REMOTE    ] SHLS: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:48.375431] [DEBUG] [LOCAL     ] Loaded configuration for SHLS: 10 features, N/A% accuracy
[2025-12-16T20:35:48.375482] [INFO ] [LOCAL     ] SHLS: Loaded 10 optimal features with 54.28% confidence from JSON config
[2025-12-16T20:35:48.375514] [DEBUG] [MAG       ] Building data for symbol: SHLS with lookback: 0
[2025-12-16T20:35:48.376335] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-16T20:35:48.376398] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-16T20:35:48.425390] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-16T20:35:48.426688] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-16T20:35:48.427382] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-16T20:35:48.430409] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-16T20:35:48.431080] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-16T20:35:48.431765] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-16T20:35:48.432428] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-16T20:35:48.435031] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-16T20:35:48.438846] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-16T20:35:48.440153] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:48.441984] [DEBUG] [MAG       ] CDE: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:48.459045] [DEBUG] [MAG       ] CMP: Last date is validated at 2025-12-16
[2025-12-16T20:35:48.479514] [DEBUG] [MAG       ] HAIN: Last date is validated at 2025-12-16
[2025-12-16T20:35:48.522377] [INFO ] [LOCAL     ] CDE: Saved forecast.
[2025-12-16T20:35:48.522451] [INFO ] [main      ] CDE: Signal=1 (Conf=90.0%), Magnitude=-5.92% (Conf=48.4988%)
[2025-12-16T20:35:48.522630] [INFO ] [main      ] Fetching symbol history for ALZN...
[2025-12-16T20:35:48.522684] [DEBUG] [REMOTE    ] ALZN: Fetching historical data.
[2025-12-16T20:35:48.523664] [INFO ] [main      ] Progress: 139/435 forecasts completed (32.0%). CDE finished in 0.6s. ETA: 49.4s. Rate: 359.24 forecasts/min
[2025-12-16T20:35:48.534220] [DEBUG] [REMOTE    ] ALZN: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:48.535100] [DEBUG] [LOCAL     ] Loaded configuration for ALZN: 7 features, N/A% accuracy
[2025-12-16T20:35:48.535150] [INFO ] [LOCAL     ] ALZN: Loaded 7 optimal features with 67.64% confidence from JSON config
[2025-12-16T20:35:48.535180] [DEBUG] [MAG       ] Building data for symbol: ALZN with lookback: 0
[2025-12-16T20:35:48.535963] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-16T20:35:48.536024] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:35:48.537702] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:35:48.538206] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:35:48.538610] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-16T20:35:48.635864] [DEBUG] [MAG       ] CMP: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:48.648672] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-16T20:35:48.649290] [DEBUG] [MAG       ] HAIN: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:48.689631] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-16T20:35:48.690700] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-16T20:35:48.691336] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:48.711174] [INFO ] [LOCAL     ] HAIN: Saved forecast.
[2025-12-16T20:35:48.711247] [INFO ] [main      ] HAIN: Signal=1 (Conf=90.0%), Magnitude=1.32% (Conf=54.1431%)
[2025-12-16T20:35:48.711603] [INFO ] [main      ] Progress: 140/435 forecasts completed (32.2%). HAIN finished in 0.6s. ETA: 49.3s. Rate: 358.92 forecasts/min
[2025-12-16T20:35:48.711730] [INFO ] [main      ] Fetching symbol history for PNFP...
[2025-12-16T20:35:48.711772] [DEBUG] [REMOTE    ] PNFP: Fetching historical data.
[2025-12-16T20:35:48.718989] [INFO ] [LOCAL     ] CMP: Saved forecast.
[2025-12-16T20:35:48.719063] [INFO ] [main      ] CMP: Signal=1 (Conf=90.0%), Magnitude=2.96% (Conf=58.0919%)
[2025-12-16T20:35:48.719452] [INFO ] [main      ] Fetching symbol history for AIPI...
[2025-12-16T20:35:48.719504] [DEBUG] [REMOTE    ] AIPI: Fetching historical data.
[2025-12-16T20:35:48.720654] [INFO ] [main      ] Progress: 141/435 forecasts completed (32.4%). CMP finished in 0.6s. ETA: 48.8s. Rate: 361.34 forecasts/min
[2025-12-16T20:35:48.722832] [DEBUG] [REMOTE    ] PNFP: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:48.723662] [DEBUG] [LOCAL     ] Loaded configuration for PNFP: 4 features, N/A% accuracy
[2025-12-16T20:35:48.723713] [INFO ] [LOCAL     ] PNFP: Loaded 4 optimal features with 53.75% confidence from JSON config
[2025-12-16T20:35:48.723745] [DEBUG] [MAG       ] Building data for symbol: PNFP with lookback: 0
[2025-12-16T20:35:48.724528] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-16T20:35:48.724620] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:35:48.729520] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-16T20:35:48.730987] [DEBUG] [REMOTE    ] AIPI: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:48.731792] [DEBUG] [LOCAL     ] Loaded configuration for AIPI: 1 features, N/A% accuracy
[2025-12-16T20:35:48.731843] [INFO ] [LOCAL     ] AIPI: Loaded 1 optimal features with 55.59% confidence from JSON config
[2025-12-16T20:35:48.731873] [DEBUG] [MAG       ] Building data for symbol: AIPI with lookback: 0
[2025-12-16T20:35:48.732098] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-16T20:35:48.732669] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-16T20:35:48.732728] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-16T20:35:48.733352] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-16T20:35:48.733429] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:48.734442] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:48.777045] [DEBUG] [MAG       ] SHLS: Last date is validated at 2025-12-16
[2025-12-16T20:35:48.943977] [DEBUG] [MAG       ] SHLS: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:49.018556] [INFO ] [LOCAL     ] SHLS: Saved forecast.
[2025-12-16T20:35:49.018639] [INFO ] [main      ] SHLS: Signal=1 (Conf=90.0%), Magnitude=-8.77% (Conf=54.2765%)
[2025-12-16T20:35:49.018794] [INFO ] [main      ] Fetching symbol history for OHI...
[2025-12-16T20:35:49.018836] [DEBUG] [REMOTE    ] OHI: Fetching historical data.
[2025-12-16T20:35:49.020649] [INFO ] [main      ] Progress: 142/435 forecasts completed (32.6%). SHLS finished in 0.7s. ETA: 48.9s. Rate: 359.30 forecasts/min
[2025-12-16T20:35:49.029788] [DEBUG] [REMOTE    ] OHI: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:49.030672] [DEBUG] [LOCAL     ] Loaded configuration for OHI: 6 features, N/A% accuracy
[2025-12-16T20:35:49.030734] [INFO ] [LOCAL     ] OHI: Loaded 6 optimal features with 57.69% confidence from JSON config
[2025-12-16T20:35:49.030788] [DEBUG] [MAG       ] Building data for symbol: OHI with lookback: 0
[2025-12-16T20:35:49.031542] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-16T20:35:49.031621] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:35:49.033479] [DEBUG] [MAG       ] ALZN: Last date is validated at 2025-12-16
[2025-12-16T20:35:49.036326] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:35:49.038109] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:35:49.038569] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:35:49.038966] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-16T20:35:49.067362] [DEBUG] [MAG       ] AIPI: Last date is validated at 2025-12-16
[2025-12-16T20:35:49.076187] [DEBUG] [MAG       ] PNFP: Last date is validated at 2025-12-16
[2025-12-16T20:35:49.077697] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-16T20:35:49.078795] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:49.204860] [DEBUG] [MAG       ] ALZN: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:49.234032] [DEBUG] [MAG       ] AIPI: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:49.243154] [DEBUG] [MAG       ] PNFP: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:49.273133] [INFO ] [LOCAL     ] ALZN: Saved forecast.
[2025-12-16T20:35:49.273204] [INFO ] [main      ] ALZN: Signal=1 (Conf=90.0%), Magnitude=1.20% (Conf=67.6387%)
[2025-12-16T20:35:49.273554] [INFO ] [main      ] Fetching symbol history for BNS...
[2025-12-16T20:35:49.273621] [DEBUG] [REMOTE    ] BNS: Fetching historical data.
[2025-12-16T20:35:49.273615] [INFO ] [main      ] Progress: 143/435 forecasts completed (32.9%). ALZN finished in 0.8s. ETA: 48.9s. Rate: 358.01 forecasts/min
[2025-12-16T20:35:49.284975] [DEBUG] [REMOTE    ] BNS: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:49.285866] [DEBUG] [LOCAL     ] Loaded configuration for BNS: 2 features, N/A% accuracy
[2025-12-16T20:35:49.285918] [INFO ] [LOCAL     ] BNS: Loaded 2 optimal features with 61.96% confidence from JSON config
[2025-12-16T20:35:49.285947] [DEBUG] [MAG       ] Building data for symbol: BNS with lookback: 0
[2025-12-16T20:35:49.286757] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-16T20:35:49.286815] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:35:49.291599] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-16T20:35:49.294087] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:49.304173] [INFO ] [LOCAL     ] AIPI: Saved forecast.
[2025-12-16T20:35:49.304242] [INFO ] [main      ] AIPI: Signal=1 (Conf=90.0%), Magnitude=-0.94% (Conf=55.5928%)
[2025-12-16T20:35:49.304396] [INFO ] [main      ] Fetching symbol history for OXM...
[2025-12-16T20:35:49.304440] [DEBUG] [REMOTE    ] OXM: Fetching historical data.
[2025-12-16T20:35:49.304878] [INFO ] [main      ] Progress: 144/435 forecasts completed (33.1%). AIPI finished in 0.6s. ETA: 48.5s. Rate: 360.04 forecasts/min
[2025-12-16T20:35:49.315922] [DEBUG] [REMOTE    ] OXM: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:49.317320] [DEBUG] [LOCAL     ] Loaded configuration for OXM: 4 features, N/A% accuracy
[2025-12-16T20:35:49.317372] [INFO ] [LOCAL     ] OXM: Loaded 4 optimal features with 49.10% confidence from JSON config
[2025-12-16T20:35:49.317402] [DEBUG] [MAG       ] Building data for symbol: OXM with lookback: 0
[2025-12-16T20:35:49.318229] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-16T20:35:49.318290] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:35:49.323443] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-16T20:35:49.324303] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-16T20:35:49.325028] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-16T20:35:49.326148] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:49.363855] [INFO ] [LOCAL     ] PNFP: Saved forecast.
[2025-12-16T20:35:49.363926] [INFO ] [main      ] PNFP: Signal=1 (Conf=90.0%), Magnitude=4.79% (Conf=53.7544%)
[2025-12-16T20:35:49.364276] [INFO ] [main      ] Progress: 145/435 forecasts completed (33.3%). PNFP finished in 0.7s. ETA: 48.1s. Rate: 361.65 forecasts/min
[2025-12-16T20:35:49.364403] [INFO ] [main      ] Fetching symbol history for MBC...
[2025-12-16T20:35:49.364447] [DEBUG] [REMOTE    ] MBC: Fetching historical data.
[2025-12-16T20:35:49.375602] [DEBUG] [REMOTE    ] MBC: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:49.376419] [DEBUG] [LOCAL     ] Loaded configuration for MBC: 2 features, N/A% accuracy
[2025-12-16T20:35:49.376481] [INFO ] [LOCAL     ] MBC: Loaded 2 optimal features with 59.38% confidence from JSON config
[2025-12-16T20:35:49.376538] [DEBUG] [MAG       ] Building data for symbol: MBC with lookback: 0
[2025-12-16T20:35:49.377343] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-16T20:35:49.377406] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-16T20:35:49.378161] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-16T20:35:49.384246] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:49.422632] [DEBUG] [MAG       ] OHI: Last date is validated at 2025-12-16
[2025-12-16T20:35:49.594986] [DEBUG] [MAG       ] OHI: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:49.637349] [DEBUG] [MAG       ] BNS: Last date is validated at 2025-12-16
[2025-12-16T20:35:49.672511] [INFO ] [LOCAL     ] OHI: Saved forecast.
[2025-12-16T20:35:49.672591] [INFO ] [main      ] OHI: Signal=1 (Conf=90.0%), Magnitude=-0.33% (Conf=57.6911%)
[2025-12-16T20:35:49.672997] [INFO ] [main      ] Fetching symbol history for PD...
[2025-12-16T20:35:49.673048] [DEBUG] [REMOTE    ] PD: Fetching historical data.
[2025-12-16T20:35:49.674673] [INFO ] [main      ] Progress: 146/435 forecasts completed (33.6%). OHI finished in 0.7s. ETA: 48.2s. Rate: 359.50 forecasts/min
[2025-12-16T20:35:49.678993] [DEBUG] [MAG       ] OXM: Last date is validated at 2025-12-16
[2025-12-16T20:35:49.684994] [DEBUG] [REMOTE    ] PD: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:49.685841] [DEBUG] [LOCAL     ] Loaded configuration for PD: 4 features, N/A% accuracy
[2025-12-16T20:35:49.685896] [INFO ] [LOCAL     ] PD: Loaded 4 optimal features with 47.28% confidence from JSON config
[2025-12-16T20:35:49.685927] [DEBUG] [MAG       ] Building data for symbol: PD with lookback: 0
[2025-12-16T20:35:49.686686] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-16T20:35:49.686745] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:35:49.691836] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-16T20:35:49.692993] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-16T20:35:49.694160] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-16T20:35:49.694821] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:49.728897] [DEBUG] [MAG       ] MBC: Last date is validated at 2025-12-16
[2025-12-16T20:35:49.805461] [DEBUG] [MAG       ] BNS: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:49.857247] [DEBUG] [MAG       ] OXM: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:49.884967] [INFO ] [LOCAL     ] BNS: Saved forecast.
[2025-12-16T20:35:49.885044] [INFO ] [main      ] BNS: Signal=1 (Conf=90.0%), Magnitude=1.40% (Conf=61.9645%)
[2025-12-16T20:35:49.885208] [INFO ] [main      ] Fetching symbol history for PNQI...
[2025-12-16T20:35:49.885251] [DEBUG] [REMOTE    ] PNQI: Fetching historical data.
[2025-12-16T20:35:49.886667] [INFO ] [main      ] Progress: 147/435 forecasts completed (33.8%). BNS finished in 0.6s. ETA: 48.2s. Rate: 358.84 forecasts/min
[2025-12-16T20:35:49.896518] [DEBUG] [REMOTE    ] PNQI: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:49.897473] [DEBUG] [LOCAL     ] Loaded configuration for PNQI: 5 features, N/A% accuracy
[2025-12-16T20:35:49.897522] [INFO ] [LOCAL     ] PNQI: Loaded 5 optimal features with 51.28% confidence from JSON config
[2025-12-16T20:35:49.897554] [DEBUG] [MAG       ] Building data for symbol: PNQI with lookback: 0
[2025-12-16T20:35:49.898360] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-16T20:35:49.898430] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:35:49.900412] [DEBUG] [MAG       ] MBC: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:49.903435] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-16T20:35:49.904309] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-16T20:35:49.908247] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-16T20:35:49.909461] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-16T20:35:49.910659] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:49.966943] [INFO ] [LOCAL     ] OXM: Saved forecast.
[2025-12-16T20:35:49.967010] [INFO ] [main      ] OXM: Signal=1 (Conf=90.0%), Magnitude=-1.57% (Conf=49.0998%)
[2025-12-16T20:35:49.967167] [INFO ] [main      ] Fetching symbol history for COP...
[2025-12-16T20:35:49.967211] [DEBUG] [REMOTE    ] COP: Fetching historical data.
[2025-12-16T20:35:49.968045] [INFO ] [main      ] Progress: 148/435 forecasts completed (34.0%). OXM finished in 0.7s. ETA: 47.8s. Rate: 360.09 forecasts/min
[2025-12-16T20:35:49.968527] [INFO ] [LOCAL     ] MBC: Saved forecast.
[2025-12-16T20:35:49.968599] [INFO ] [main      ] MBC: Signal=1 (Conf=90.0%), Magnitude=-0.33% (Conf=59.3782%)
[2025-12-16T20:35:49.968973] [INFO ] [main      ] Progress: 149/435 forecasts completed (34.3%). MBC finished in 0.6s. ETA: 47.3s. Rate: 362.51 forecasts/min
[2025-12-16T20:35:49.969108] [INFO ] [main      ] Fetching symbol history for BEPI...
[2025-12-16T20:35:49.969150] [DEBUG] [REMOTE    ] BEPI: Fetching historical data.
[2025-12-16T20:35:49.979732] [DEBUG] [REMOTE    ] BEPI: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:49.980599] [DEBUG] [REMOTE    ] COP: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:49.980731] [DEBUG] [LOCAL     ] Loaded configuration for BEPI: 6 features, N/A% accuracy
[2025-12-16T20:35:49.980786] [INFO ] [LOCAL     ] BEPI: Loaded 6 optimal features with 69.71% confidence from JSON config
[2025-12-16T20:35:49.980818] [DEBUG] [MAG       ] Building data for symbol: BEPI with lookback: 0
[2025-12-16T20:35:49.981999] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-16T20:35:49.982070] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-16T20:35:49.983071] [DEBUG] [LOCAL     ] Loaded configuration for COP: 5 features, N/A% accuracy
[2025-12-16T20:35:49.983131] [INFO ] [LOCAL     ] COP: Loaded 5 optimal features with 63.30% confidence from JSON config
[2025-12-16T20:35:49.983165] [DEBUG] [MAG       ] Building data for symbol: COP with lookback: 0
[2025-12-16T20:35:49.984139] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-16T20:35:49.984205] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:35:49.989819] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:35:49.991751] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:35:49.992240] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:35:49.992704] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-16T20:35:49.993598] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:50.032511] [DEBUG] [MAG       ] PD: Last date is validated at 2025-12-16
[2025-12-16T20:35:50.065069] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-16T20:35:50.066451] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-16T20:35:50.069604] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-16T20:35:50.072006] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-16T20:35:50.075960] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-16T20:35:50.076743] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:50.199588] [DEBUG] [MAG       ] PD: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:50.251495] [DEBUG] [MAG       ] PNQI: Last date is validated at 2025-12-16
[2025-12-16T20:35:50.274115] [INFO ] [LOCAL     ] PD: Saved forecast.
[2025-12-16T20:35:50.274182] [INFO ] [main      ] PD: Signal=1 (Conf=90.0%), Magnitude=-1.55% (Conf=47.277%)
[2025-12-16T20:35:50.274618] [INFO ] [main      ] Fetching symbol history for GLPG...
[2025-12-16T20:35:50.274670] [DEBUG] [REMOTE    ] GLPG: Fetching historical data.
[2025-12-16T20:35:50.274661] [INFO ] [main      ] Progress: 150/435 forecasts completed (34.5%). PD finished in 0.6s. ETA: 47.4s. Rate: 360.48 forecasts/min
[2025-12-16T20:35:50.285341] [DEBUG] [REMOTE    ] GLPG: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:50.286423] [DEBUG] [LOCAL     ] Loaded configuration for GLPG: 6 features, N/A% accuracy
[2025-12-16T20:35:50.286477] [INFO ] [LOCAL     ] GLPG: Loaded 6 optimal features with 49.18% confidence from JSON config
[2025-12-16T20:35:50.286507] [DEBUG] [MAG       ] Building data for symbol: GLPG with lookback: 0
[2025-12-16T20:35:50.287346] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-16T20:35:50.287408] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:35:50.292210] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:35:50.294098] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:35:50.294629] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:35:50.295068] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:35:50.295468] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-16T20:35:50.296852] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:50.344564] [DEBUG] [MAG       ] COP: Last date is validated at 2025-12-16
[2025-12-16T20:35:50.420125] [DEBUG] [MAG       ] PNQI: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:50.421644] [DEBUG] [MAG       ] BEPI: Last date is validated at 2025-12-16
[2025-12-16T20:35:50.499964] [INFO ] [LOCAL     ] PNQI: Saved forecast.
[2025-12-16T20:35:50.500029] [INFO ] [main      ] PNQI: Signal=1 (Conf=90.0%), Magnitude=0.97% (Conf=51.2772%)
[2025-12-16T20:35:50.500182] [INFO ] [main      ] Fetching symbol history for HNRG...
[2025-12-16T20:35:50.500224] [DEBUG] [REMOTE    ] HNRG: Fetching historical data.
[2025-12-16T20:35:50.501660] [INFO ] [main      ] Progress: 151/435 forecasts completed (34.7%). PNQI finished in 0.6s. ETA: 47.4s. Rate: 359.61 forecasts/min
[2025-12-16T20:35:50.511971] [DEBUG] [REMOTE    ] HNRG: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:50.513096] [DEBUG] [LOCAL     ] Loaded configuration for HNRG: 10 features, N/A% accuracy
[2025-12-16T20:35:50.513147] [INFO ] [LOCAL     ] HNRG: Loaded 10 optimal features with 51.96% confidence from JSON config
[2025-12-16T20:35:50.513178] [DEBUG] [MAG       ] Building data for symbol: HNRG with lookback: 0
[2025-12-16T20:35:50.513957] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-16T20:35:50.514021] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:35:50.518834] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:35:50.520697] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:35:50.521190] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:35:50.521645] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-16T20:35:50.522938] [DEBUG] [MAG       ] COP: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:50.525893] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-16T20:35:50.527530] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-16T20:35:50.528839] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-16T20:35:50.530412] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-16T20:35:50.531229] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-16T20:35:50.532458] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:50.592266] [DEBUG] [MAG       ] BEPI: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:50.632456] [INFO ] [LOCAL     ] COP: Saved forecast.
[2025-12-16T20:35:50.632520] [INFO ] [main      ] COP: Signal=1 (Conf=90.0%), Magnitude=-1.16% (Conf=63.2958%)
[2025-12-16T20:35:50.632868] [INFO ] [main      ] Fetching symbol history for AFCG...
[2025-12-16T20:35:50.632918] [DEBUG] [REMOTE    ] AFCG: Fetching historical data.
[2025-12-16T20:35:50.632900] [INFO ] [main      ] Progress: 152/435 forecasts completed (34.9%). COP finished in 0.7s. ETA: 47.2s. Rate: 360.12 forecasts/min
[2025-12-16T20:35:50.633652] [DEBUG] [MAG       ] GLPG: Last date is validated at 2025-12-16
[2025-12-16T20:35:50.643881] [DEBUG] [REMOTE    ] AFCG: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:50.644854] [DEBUG] [LOCAL     ] Loaded configuration for AFCG: 8 features, N/A% accuracy
[2025-12-16T20:35:50.644906] [INFO ] [LOCAL     ] AFCG: Loaded 8 optimal features with 65.17% confidence from JSON config
[2025-12-16T20:35:50.644937] [DEBUG] [MAG       ] Building data for symbol: AFCG with lookback: 0
[2025-12-16T20:35:50.645739] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-16T20:35:50.645802] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:35:50.650682] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:35:50.652517] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:35:50.653052] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:35:50.653467] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-16T20:35:50.654343] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-16T20:35:50.654901] [INFO ] [LOCAL     ] BEPI: Saved forecast.
[2025-12-16T20:35:50.654971] [INFO ] [main      ] BEPI: Signal=1 (Conf=90.0%), Magnitude=-0.87% (Conf=69.7114%)
[2025-12-16T20:35:50.655359] [INFO ] [main      ] Progress: 153/435 forecasts completed (35.2%). BEPI finished in 0.7s. ETA: 46.7s. Rate: 362.16 forecasts/min
[2025-12-16T20:35:50.655496] [INFO ] [main      ] Fetching symbol history for ETO...
[2025-12-16T20:35:50.655542] [DEBUG] [REMOTE    ] ETO: Fetching historical data.
[2025-12-16T20:35:50.656760] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-16T20:35:50.666923] [DEBUG] [REMOTE    ] ETO: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:50.667663] [DEBUG] [LOCAL     ] Loaded configuration for ETO: 3 features, N/A% accuracy
[2025-12-16T20:35:50.667726] [INFO ] [LOCAL     ] ETO: Loaded 3 optimal features with 55.91% confidence from JSON config
[2025-12-16T20:35:50.667763] [DEBUG] [MAG       ] Building data for symbol: ETO with lookback: 0
[2025-12-16T20:35:50.668519] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-16T20:35:50.668595] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:35:50.673351] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:35:50.675109] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:35:50.675591] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:50.768702] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-16T20:35:50.769678] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:50.800456] [DEBUG] [MAG       ] GLPG: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:50.876237] [DEBUG] [MAG       ] HNRG: Last date is validated at 2025-12-16
[2025-12-16T20:35:50.882439] [INFO ] [LOCAL     ] GLPG: Saved forecast.
[2025-12-16T20:35:50.882504] [INFO ] [main      ] GLPG: Signal=1 (Conf=90.0%), Magnitude=-1.03% (Conf=49.1755%)
[2025-12-16T20:35:50.882966] [INFO ] [main      ] Fetching symbol history for MIGI...
[2025-12-16T20:35:50.883017] [DEBUG] [REMOTE    ] MIGI: Fetching historical data.
[2025-12-16T20:35:50.883666] [INFO ] [main      ] Progress: 154/435 forecasts completed (35.4%). GLPG finished in 0.6s. ETA: 46.7s. Rate: 361.28 forecasts/min
[2025-12-16T20:35:50.893704] [DEBUG] [REMOTE    ] MIGI: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:50.894478] [DEBUG] [LOCAL     ] Loaded configuration for MIGI: 4 features, N/A% accuracy
[2025-12-16T20:35:50.894527] [INFO ] [LOCAL     ] MIGI: Loaded 4 optimal features with 54.68% confidence from JSON config
[2025-12-16T20:35:50.894558] [DEBUG] [MAG       ] Building data for symbol: MIGI with lookback: 0
[2025-12-16T20:35:50.895321] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-16T20:35:50.895380] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:35:50.900174] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-16T20:35:50.901149] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-16T20:35:50.902667] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-16T20:35:50.905283] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:51.022639] [DEBUG] [MAG       ] ETO: Last date is validated at 2025-12-16
[2025-12-16T20:35:51.052468] [DEBUG] [MAG       ] HNRG: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:51.105730] [DEBUG] [MAG       ] AFCG: Last date is validated at 2025-12-16
[2025-12-16T20:35:51.192431] [DEBUG] [MAG       ] ETO: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:51.222788] [INFO ] [LOCAL     ] HNRG: Saved forecast.
[2025-12-16T20:35:51.222855] [INFO ] [main      ] HNRG: Signal=1 (Conf=90.0%), Magnitude=-5.75% (Conf=51.9627%)
[2025-12-16T20:35:51.223258] [INFO ] [main      ] Fetching symbol history for CIB...
[2025-12-16T20:35:51.223323] [DEBUG] [REMOTE    ] CIB: Fetching historical data.
[2025-12-16T20:35:51.223333] [INFO ] [main      ] Progress: 155/435 forecasts completed (35.6%). HNRG finished in 0.7s. ETA: 46.8s. Rate: 358.86 forecasts/min
[2025-12-16T20:35:51.235047] [DEBUG] [REMOTE    ] CIB: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:51.236112] [DEBUG] [LOCAL     ] Loaded configuration for CIB: 2 features, N/A% accuracy
[2025-12-16T20:35:51.236166] [INFO ] [LOCAL     ] CIB: Loaded 2 optimal features with 46.22% confidence from JSON config
[2025-12-16T20:35:51.236197] [DEBUG] [MAG       ] Building data for symbol: CIB with lookback: 0
[2025-12-16T20:35:51.237046] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-16T20:35:51.237107] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-16T20:35:51.239227] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-16T20:35:51.240493] [DEBUG] [MAG       ] MIGI: Last date is validated at 2025-12-16
[2025-12-16T20:35:51.240955] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:51.258231] [INFO ] [LOCAL     ] ETO: Saved forecast.
[2025-12-16T20:35:51.258303] [INFO ] [main      ] ETO: Signal=1 (Conf=90.0%), Magnitude=0.39% (Conf=55.911%)
[2025-12-16T20:35:51.258685] [INFO ] [main      ] Fetching symbol history for NDAQ...
[2025-12-16T20:35:51.258738] [DEBUG] [REMOTE    ] NDAQ: Fetching historical data.
[2025-12-16T20:35:51.259596] [INFO ] [main      ] Progress: 156/435 forecasts completed (35.9%). ETO finished in 0.6s. ETA: 46.4s. Rate: 360.67 forecasts/min
[2025-12-16T20:35:51.269532] [DEBUG] [REMOTE    ] NDAQ: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:51.270335] [DEBUG] [LOCAL     ] Loaded configuration for NDAQ: 3 features, N/A% accuracy
[2025-12-16T20:35:51.270387] [INFO ] [LOCAL     ] NDAQ: Loaded 3 optimal features with 76.03% confidence from JSON config
[2025-12-16T20:35:51.270419] [DEBUG] [MAG       ] Building data for symbol: NDAQ with lookback: 0
[2025-12-16T20:35:51.270937] [DEBUG] [MAG       ] AFCG: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:51.271194] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-16T20:35:51.271255] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-16T20:35:51.272173] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-16T20:35:51.273319] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-16T20:35:51.274771] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:51.335769] [INFO ] [LOCAL     ] AFCG: Saved forecast.
[2025-12-16T20:35:51.335835] [INFO ] [main      ] AFCG: Signal=1 (Conf=90.0%), Magnitude=0.34% (Conf=65.1725%)
[2025-12-16T20:35:51.336216] [INFO ] [main      ] Fetching symbol history for INVH...
[2025-12-16T20:35:51.336267] [DEBUG] [REMOTE    ] INVH: Fetching historical data.
[2025-12-16T20:35:51.337660] [INFO ] [main      ] Progress: 157/435 forecasts completed (36.1%). AFCG finished in 0.7s. ETA: 46.1s. Rate: 361.89 forecasts/min
[2025-12-16T20:35:51.346898] [DEBUG] [REMOTE    ] INVH: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:51.347826] [DEBUG] [LOCAL     ] Loaded configuration for INVH: 5 features, N/A% accuracy
[2025-12-16T20:35:51.347877] [INFO ] [LOCAL     ] INVH: Loaded 5 optimal features with 49.45% confidence from JSON config
[2025-12-16T20:35:51.347909] [DEBUG] [MAG       ] Building data for symbol: INVH with lookback: 0
[2025-12-16T20:35:51.348693] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-16T20:35:51.348753] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:35:51.350433] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:35:51.350975] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:35:51.351360] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-16T20:35:51.353746] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-16T20:35:51.392159] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:51.410503] [DEBUG] [MAG       ] MIGI: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:51.521072] [INFO ] [LOCAL     ] MIGI: Saved forecast.
[2025-12-16T20:35:51.521138] [INFO ] [main      ] MIGI: Signal=1 (Conf=90.0%), Magnitude=-11.16% (Conf=54.6766%)
[2025-12-16T20:35:51.521562] [INFO ] [main      ] Fetching symbol history for TSLX...
[2025-12-16T20:35:51.521630] [DEBUG] [REMOTE    ] TSLX: Fetching historical data.
[2025-12-16T20:35:51.521656] [INFO ] [main      ] Progress: 158/435 forecasts completed (36.3%). MIGI finished in 0.6s. ETA: 46.0s. Rate: 361.64 forecasts/min
[2025-12-16T20:35:51.533102] [DEBUG] [REMOTE    ] TSLX: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:51.533841] [DEBUG] [LOCAL     ] Loaded configuration for TSLX: 7 features, N/A% accuracy
[2025-12-16T20:35:51.533892] [INFO ] [LOCAL     ] TSLX: Loaded 7 optimal features with 48.33% confidence from JSON config
[2025-12-16T20:35:51.533923] [DEBUG] [MAG       ] Building data for symbol: TSLX with lookback: 0
[2025-12-16T20:35:51.534699] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-16T20:35:51.534773] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:35:51.539619] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:35:51.541378] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:35:51.541862] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:35:51.542241] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-16T20:35:51.583267] [DEBUG] [MAG       ] CIB: Last date is validated at 2025-12-16
[2025-12-16T20:35:51.590934] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-16T20:35:51.591734] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-16T20:35:51.610744] [DEBUG] [MAG       ] NDAQ: Last date is validated at 2025-12-16
[2025-12-16T20:35:51.667962] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:51.733511] [DEBUG] [MAG       ] INVH: Last date is validated at 2025-12-16
[2025-12-16T20:35:51.749145] [DEBUG] [MAG       ] CIB: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:51.776758] [DEBUG] [MAG       ] NDAQ: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:51.831907] [INFO ] [LOCAL     ] CIB: Saved forecast.
[2025-12-16T20:35:51.831973] [INFO ] [main      ] CIB: Signal=1 (Conf=90.0%), Magnitude=0.31% (Conf=46.2185%)
[2025-12-16T20:35:51.832130] [INFO ] [main      ] Fetching symbol history for HMC...
[2025-12-16T20:35:51.832173] [DEBUG] [REMOTE    ] HMC: Fetching historical data.
[2025-12-16T20:35:51.832964] [INFO ] [main      ] Progress: 159/435 forecasts completed (36.6%). CIB finished in 0.6s. ETA: 46.0s. Rate: 359.66 forecasts/min
[2025-12-16T20:35:51.843891] [DEBUG] [REMOTE    ] HMC: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:51.845065] [DEBUG] [LOCAL     ] Loaded configuration for HMC: 4 features, N/A% accuracy
[2025-12-16T20:35:51.845116] [INFO ] [LOCAL     ] HMC: Loaded 4 optimal features with 56.85% confidence from JSON config
[2025-12-16T20:35:51.845147] [DEBUG] [MAG       ] Building data for symbol: HMC with lookback: 0
[2025-12-16T20:35:51.845931] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-16T20:35:51.845989] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-16T20:35:51.848338] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-16T20:35:51.851073] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-16T20:35:51.852340] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-16T20:35:51.853360] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:51.902329] [DEBUG] [MAG       ] INVH: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:51.953864] [INFO ] [LOCAL     ] NDAQ: Saved forecast.
[2025-12-16T20:35:51.953931] [INFO ] [main      ] NDAQ: Signal=1 (Conf=90.0%), Magnitude=-2.02% (Conf=76.025%)
[2025-12-16T20:35:51.954277] [INFO ] [main      ] Progress: 160/435 forecasts completed (36.8%). NDAQ finished in 0.7s. ETA: 45.8s. Rate: 360.27 forecasts/min
[2025-12-16T20:35:51.954397] [INFO ] [main      ] Fetching symbol history for CHSCL...
[2025-12-16T20:35:51.954440] [DEBUG] [REMOTE    ] CHSCL: Fetching historical data.
[2025-12-16T20:35:51.965983] [DEBUG] [REMOTE    ] CHSCL: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:51.966889] [DEBUG] [LOCAL     ] Loaded configuration for CHSCL: 3 features, N/A% accuracy
[2025-12-16T20:35:51.966944] [INFO ] [LOCAL     ] CHSCL: Loaded 3 optimal features with 51.46% confidence from JSON config
[2025-12-16T20:35:51.966977] [DEBUG] [MAG       ] Building data for symbol: CHSCL with lookback: 0
[2025-12-16T20:35:51.967787] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-16T20:35:51.967846] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:35:51.972794] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-16T20:35:51.973748] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-16T20:35:51.976180] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:51.977405] [INFO ] [LOCAL     ] INVH: Saved forecast.
[2025-12-16T20:35:51.977467] [INFO ] [main      ] INVH: Signal=1 (Conf=90.0%), Magnitude=1.59% (Conf=49.4506%)
[2025-12-16T20:35:51.977830] [INFO ] [main      ] Progress: 161/435 forecasts completed (37.0%). INVH finished in 0.6s. ETA: 45.4s. Rate: 362.20 forecasts/min
[2025-12-16T20:35:51.977951] [INFO ] [main      ] Fetching symbol history for QQQJ...
[2025-12-16T20:35:51.977994] [DEBUG] [REMOTE    ] QQQJ: Fetching historical data.
[2025-12-16T20:35:51.988502] [DEBUG] [REMOTE    ] QQQJ: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:51.989301] [DEBUG] [LOCAL     ] Loaded configuration for QQQJ: 4 features, N/A% accuracy
[2025-12-16T20:35:51.989357] [INFO ] [LOCAL     ] QQQJ: Loaded 4 optimal features with 49.25% confidence from JSON config
[2025-12-16T20:35:51.989388] [DEBUG] [MAG       ] Building data for symbol: QQQJ with lookback: 0
[2025-12-16T20:35:51.990215] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-16T20:35:51.990275] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:35:51.991982] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:35:51.992479] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:35:51.992974] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-16T20:35:52.001073] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:52.004524] [DEBUG] [MAG       ] TSLX: Last date is validated at 2025-12-16
[2025-12-16T20:35:52.168990] [DEBUG] [MAG       ] TSLX: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:52.199365] [DEBUG] [MAG       ] HMC: Last date is validated at 2025-12-16
[2025-12-16T20:35:52.236247] [INFO ] [LOCAL     ] TSLX: Saved forecast.
[2025-12-16T20:35:52.236318] [INFO ] [main      ] TSLX: Signal=1 (Conf=90.0%), Magnitude=2.16% (Conf=48.3251%)
[2025-12-16T20:35:52.236686] [INFO ] [main      ] Fetching symbol history for EXPD...
[2025-12-16T20:35:52.236742] [DEBUG] [REMOTE    ] EXPD: Fetching historical data.
[2025-12-16T20:35:52.237646] [INFO ] [main      ] Progress: 162/435 forecasts completed (37.2%). TSLX finished in 0.7s. ETA: 45.4s. Rate: 360.94 forecasts/min
[2025-12-16T20:35:52.247590] [DEBUG] [REMOTE    ] EXPD: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:52.248462] [DEBUG] [LOCAL     ] Loaded configuration for EXPD: 4 features, N/A% accuracy
[2025-12-16T20:35:52.248513] [INFO ] [LOCAL     ] EXPD: Loaded 4 optimal features with 55.94% confidence from JSON config
[2025-12-16T20:35:52.248934] [DEBUG] [MAG       ] Building data for symbol: EXPD with lookback: 0
[2025-12-16T20:35:52.249741] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-16T20:35:52.249803] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:35:52.251428] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:35:52.251940] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:35:52.252321] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-16T20:35:52.254671] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:52.343837] [DEBUG] [MAG       ] QQQJ: Last date is validated at 2025-12-16
[2025-12-16T20:35:52.366709] [DEBUG] [MAG       ] HMC: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:52.372531] [DEBUG] [MAG       ] CHSCL: Last date is validated at 2025-12-16
[2025-12-16T20:35:52.448604] [INFO ] [LOCAL     ] HMC: Saved forecast.
[2025-12-16T20:35:52.448682] [INFO ] [main      ] HMC: Signal=1 (Conf=90.0%), Magnitude=-1.53% (Conf=56.8453%)
[2025-12-16T20:35:52.449041] [INFO ] [main      ] Fetching symbol history for TERN...
[2025-12-16T20:35:52.449113] [DEBUG] [REMOTE    ] TERN: Fetching historical data.
[2025-12-16T20:35:52.450654] [INFO ] [main      ] Progress: 163/435 forecasts completed (37.5%). HMC finished in 0.6s. ETA: 45.3s. Rate: 360.32 forecasts/min
[2025-12-16T20:35:52.460674] [DEBUG] [REMOTE    ] TERN: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:52.461824] [DEBUG] [LOCAL     ] Loaded configuration for TERN: 5 features, N/A% accuracy
[2025-12-16T20:35:52.461878] [INFO ] [LOCAL     ] TERN: Loaded 5 optimal features with 57.09% confidence from JSON config
[2025-12-16T20:35:52.461909] [DEBUG] [MAG       ] Building data for symbol: TERN with lookback: 0
[2025-12-16T20:35:52.462728] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-16T20:35:52.462791] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:35:52.467743] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-16T20:35:52.469122] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-16T20:35:52.471882] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-16T20:35:52.486655] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-16T20:35:52.488218] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:52.513444] [DEBUG] [MAG       ] QQQJ: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:52.538197] [DEBUG] [MAG       ] CHSCL: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:52.584694] [INFO ] [LOCAL     ] QQQJ: Saved forecast.
[2025-12-16T20:35:52.584764] [INFO ] [main      ] QQQJ: Signal=1 (Conf=90.0%), Magnitude=0.89% (Conf=49.2488%)
[2025-12-16T20:35:52.584942] [INFO ] [main      ] Fetching symbol history for KOD...
[2025-12-16T20:35:52.584986] [DEBUG] [REMOTE    ] KOD: Fetching historical data.
[2025-12-16T20:35:52.585187] [DEBUG] [MAG       ] EXPD: Last date is validated at 2025-12-16
[2025-12-16T20:35:52.586162] [INFO ] [main      ] Progress: 164/435 forecasts completed (37.7%). QQQJ finished in 0.6s. ETA: 45.1s. Rate: 360.73 forecasts/min
[2025-12-16T20:35:52.595392] [INFO ] [LOCAL     ] CHSCL: Saved forecast.
[2025-12-16T20:35:52.595460] [INFO ] [main      ] CHSCL: Signal=1 (Conf=90.0%), Magnitude=-1.36% (Conf=51.456%)
[2025-12-16T20:35:52.595823] [INFO ] [main      ] Fetching symbol history for SWIM...
[2025-12-16T20:35:52.595874] [DEBUG] [REMOTE    ] SWIM: Fetching historical data.
[2025-12-16T20:35:52.596306] [INFO ] [main      ] Progress: 165/435 forecasts completed (37.9%). CHSCL finished in 0.6s. ETA: 44.7s. Rate: 362.79 forecasts/min
[2025-12-16T20:35:52.596189] [DEBUG] [REMOTE    ] KOD: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:52.597442] [DEBUG] [LOCAL     ] Loaded configuration for KOD: 6 features, N/A% accuracy
[2025-12-16T20:35:52.597492] [INFO ] [LOCAL     ] KOD: Loaded 6 optimal features with 53.58% confidence from JSON config
[2025-12-16T20:35:52.597562] [DEBUG] [MAG       ] Building data for symbol: KOD with lookback: 0
[2025-12-16T20:35:52.598379] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-16T20:35:52.598443] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:35:52.600212] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:35:52.600736] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:35:52.601213] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:35:52.601626] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-16T20:35:52.602680] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-16T20:35:52.605145] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:52.606269] [DEBUG] [REMOTE    ] SWIM: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:52.607803] [DEBUG] [LOCAL     ] Loaded configuration for SWIM: 5 features, N/A% accuracy
[2025-12-16T20:35:52.607864] [INFO ] [LOCAL     ] SWIM: Loaded 5 optimal features with 58.73% confidence from JSON config
[2025-12-16T20:35:52.607896] [DEBUG] [MAG       ] Building data for symbol: SWIM with lookback: 0
[2025-12-16T20:35:52.608671] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-16T20:35:52.608756] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:35:52.610498] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:35:52.611037] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:35:52.611471] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:35:52.611886] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-16T20:35:52.616112] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:52.752205] [DEBUG] [MAG       ] EXPD: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:52.833806] [DEBUG] [MAG       ] TERN: Last date is validated at 2025-12-16
[2025-12-16T20:35:52.876880] [INFO ] [LOCAL     ] EXPD: Saved forecast.
[2025-12-16T20:35:52.876947] [INFO ] [main      ] EXPD: Signal=1 (Conf=90.0%), Magnitude=0.39% (Conf=55.9392%)
[2025-12-16T20:35:52.877363] [INFO ] [main      ] Fetching symbol history for CMTL...
[2025-12-16T20:35:52.877415] [DEBUG] [REMOTE    ] CMTL: Fetching historical data.
[2025-12-16T20:35:52.877655] [INFO ] [main      ] Progress: 166/435 forecasts completed (38.2%). EXPD finished in 0.6s. ETA: 44.7s. Rate: 361.26 forecasts/min
[2025-12-16T20:35:52.888599] [DEBUG] [REMOTE    ] CMTL: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:52.889424] [DEBUG] [LOCAL     ] Loaded configuration for CMTL: 4 features, N/A% accuracy
[2025-12-16T20:35:52.889474] [INFO ] [LOCAL     ] CMTL: Loaded 4 optimal features with 63.50% confidence from JSON config
[2025-12-16T20:35:52.889505] [DEBUG] [MAG       ] Building data for symbol: CMTL with lookback: 0
[2025-12-16T20:35:52.890308] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-16T20:35:52.890367] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:35:52.895140] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-16T20:35:52.895949] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-16T20:35:52.897712] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-16T20:35:52.901909] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:52.948684] [DEBUG] [MAG       ] SWIM: Last date is validated at 2025-12-16
[2025-12-16T20:35:53.008978] [DEBUG] [MAG       ] KOD: Last date is validated at 2025-12-16
[2025-12-16T20:35:53.009534] [DEBUG] [MAG       ] TERN: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:53.114627] [DEBUG] [MAG       ] SWIM: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:53.133684] [INFO ] [LOCAL     ] TERN: Saved forecast.
[2025-12-16T20:35:53.133771] [INFO ] [main      ] TERN: Signal=1 (Conf=90.0%), Magnitude=-18.09% (Conf=57.0941%)
[2025-12-16T20:35:53.134159] [INFO ] [main      ] Fetching symbol history for LEA...
[2025-12-16T20:35:53.134214] [DEBUG] [REMOTE    ] LEA: Fetching historical data.
[2025-12-16T20:35:53.135660] [INFO ] [main      ] Progress: 167/435 forecasts completed (38.4%). TERN finished in 0.7s. ETA: 44.7s. Rate: 360.07 forecasts/min
[2025-12-16T20:35:53.146403] [DEBUG] [REMOTE    ] LEA: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:53.147411] [DEBUG] [LOCAL     ] Loaded configuration for LEA: 5 features, N/A% accuracy
[2025-12-16T20:35:53.147481] [INFO ] [LOCAL     ] LEA: Loaded 5 optimal features with 37.24% confidence from JSON config
[2025-12-16T20:35:53.147528] [DEBUG] [MAG       ] Building data for symbol: LEA with lookback: 0
[2025-12-16T20:35:53.148407] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-16T20:35:53.148485] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-16T20:35:53.149590] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-16T20:35:53.150961] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-16T20:35:53.154422] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-16T20:35:53.155161] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-16T20:35:53.156728] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:53.177118] [INFO ] [LOCAL     ] SWIM: Saved forecast.
[2025-12-16T20:35:53.177185] [INFO ] [main      ] SWIM: Signal=1 (Conf=90.0%), Magnitude=-9.72% (Conf=58.7252%)
[2025-12-16T20:35:53.177342] [INFO ] [main      ] Fetching symbol history for EXP...
[2025-12-16T20:35:53.177384] [DEBUG] [REMOTE    ] EXP: Fetching historical data.
[2025-12-16T20:35:53.179656] [INFO ] [main      ] Progress: 168/435 forecasts completed (38.6%). SWIM finished in 0.6s. ETA: 44.3s. Rate: 361.66 forecasts/min
[2025-12-16T20:35:53.184337] [DEBUG] [MAG       ] KOD: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:53.188665] [DEBUG] [REMOTE    ] EXP: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:53.189558] [DEBUG] [LOCAL     ] Loaded configuration for EXP: 0 features, N/A% accuracy
[2025-12-16T20:35:53.189664] [INFO ] [LOCAL     ] EXP: Loaded 0 optimal features with 51.99% confidence from JSON config
[2025-12-16T20:35:53.189696] [DEBUG] [MAG       ] Building data for symbol: EXP with lookback: 0
[2025-12-16T20:35:53.190481] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-16T20:35:53.233555] [DEBUG] [MAG       ] CMTL: Last date is validated at 2025-12-16
[2025-12-16T20:35:53.266920] [INFO ] [LOCAL     ] KOD: Saved forecast.
[2025-12-16T20:35:53.266988] [INFO ] [main      ] KOD: Signal=1 (Conf=90.0%), Magnitude=-0.63% (Conf=53.5766%)
[2025-12-16T20:35:53.267296] [INFO ] [main      ] Fetching symbol history for SHEL...
[2025-12-16T20:35:53.267345] [DEBUG] [REMOTE    ] SHEL: Fetching historical data.
[2025-12-16T20:35:53.268285] [INFO ] [main      ] Progress: 169/435 forecasts completed (38.9%). KOD finished in 0.7s. ETA: 44.0s. Rate: 362.65 forecasts/min
[2025-12-16T20:35:53.278904] [DEBUG] [REMOTE    ] SHEL: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:53.279856] [DEBUG] [LOCAL     ] Loaded configuration for SHEL: 4 features, N/A% accuracy
[2025-12-16T20:35:53.279913] [INFO ] [LOCAL     ] SHEL: Loaded 4 optimal features with 58.15% confidence from JSON config
[2025-12-16T20:35:53.279945] [DEBUG] [MAG       ] Building data for symbol: SHEL with lookback: 0
[2025-12-16T20:35:53.280749] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-16T20:35:53.280809] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:35:53.285728] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-16T20:35:53.288249] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-16T20:35:53.399282] [DEBUG] [MAG       ] CMTL: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:53.401946] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-16T20:35:53.404811] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:53.462291] [INFO ] [LOCAL     ] CMTL: Saved forecast.
[2025-12-16T20:35:53.462364] [INFO ] [main      ] CMTL: Signal=1 (Conf=90.0%), Magnitude=14.56% (Conf=63.4976%)
[2025-12-16T20:35:53.462703] [INFO ] [main      ] Fetching symbol history for MGNI...
[2025-12-16T20:35:53.462753] [DEBUG] [REMOTE    ] MGNI: Fetching historical data.
[2025-12-16T20:35:53.463672] [INFO ] [main      ] Progress: 170/435 forecasts completed (39.1%). CMTL finished in 0.6s. ETA: 43.9s. Rate: 362.27 forecasts/min
[2025-12-16T20:35:53.473546] [DEBUG] [REMOTE    ] MGNI: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:53.474446] [DEBUG] [LOCAL     ] Loaded configuration for MGNI: 2 features, N/A% accuracy
[2025-12-16T20:35:53.474513] [INFO ] [LOCAL     ] MGNI: Loaded 2 optimal features with 58.05% confidence from JSON config
[2025-12-16T20:35:53.474546] [DEBUG] [MAG       ] Building data for symbol: MGNI with lookback: 0
[2025-12-16T20:35:53.475321] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-16T20:35:53.475379] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:35:53.480213] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-16T20:35:53.481179] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:53.501092] [DEBUG] [MAG       ] LEA: Last date is validated at 2025-12-16
[2025-12-16T20:35:53.522504] [DEBUG] [MAG       ] EXP: Last date is validated at 2025-12-16
[2025-12-16T20:35:53.672102] [DEBUG] [MAG       ] LEA: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:53.691562] [DEBUG] [MAG       ] EXP: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:53.756962] [DEBUG] [MAG       ] SHEL: Last date is validated at 2025-12-16
[2025-12-16T20:35:53.782088] [INFO ] [LOCAL     ] LEA: Saved forecast.
[2025-12-16T20:35:53.782158] [INFO ] [main      ] LEA: Signal=1 (Conf=90.0%), Magnitude=1.04% (Conf=37.2419%)
[2025-12-16T20:35:53.782325] [INFO ] [main      ] Fetching symbol history for FTSM...
[2025-12-16T20:35:53.782371] [DEBUG] [REMOTE    ] FTSM: Fetching historical data.
[2025-12-16T20:35:53.783666] [INFO ] [main      ] Progress: 171/435 forecasts completed (39.3%). LEA finished in 0.6s. ETA: 44.0s. Rate: 360.30 forecasts/min
[2025-12-16T20:35:53.794901] [DEBUG] [REMOTE    ] FTSM: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:53.795823] [DEBUG] [LOCAL     ] Loaded configuration for FTSM: 50 features, N/A% accuracy
[2025-12-16T20:35:53.795877] [INFO ] [LOCAL     ] FTSM: Loaded 50 optimal features with 14.50% confidence from JSON config
[2025-12-16T20:35:53.795910] [DEBUG] [MAG       ] Building data for symbol: FTSM with lookback: 0
[2025-12-16T20:35:53.796731] [DEBUG] [FEATURES  ] DataBuilder: Executing 50 feature methods.
[2025-12-16T20:35:53.796846] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:35:53.801875] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:35:53.803688] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:35:53.804201] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:35:53.804711] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:35:53.805111] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-16T20:35:53.805902] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-16T20:35:53.806746] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-16T20:35:53.809532] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-16T20:35:53.814555] [INFO ] [LOCAL     ] EXP: Saved forecast.
[2025-12-16T20:35:53.814644] [INFO ] [main      ] EXP: Signal=1 (Conf=90.0%), Magnitude=1.44% (Conf=51.9851%)
[2025-12-16T20:35:53.815007] [INFO ] [main      ] Fetching symbol history for CM...
[2025-12-16T20:35:53.815057] [DEBUG] [REMOTE    ] CM: Fetching historical data.
[2025-12-16T20:35:53.815670] [INFO ] [main      ] Progress: 172/435 forecasts completed (39.5%). EXP finished in 0.6s. ETA: 43.6s. Rate: 362.01 forecasts/min
[2025-12-16T20:35:53.816414] [DEBUG] [MAG       ] MGNI: Last date is validated at 2025-12-16
[2025-12-16T20:35:53.827104] [DEBUG] [REMOTE    ] CM: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:53.827928] [DEBUG] [LOCAL     ] Loaded configuration for CM: 5 features, N/A% accuracy
[2025-12-16T20:35:53.827979] [INFO ] [LOCAL     ] CM: Loaded 5 optimal features with 64.93% confidence from JSON config
[2025-12-16T20:35:53.828011] [DEBUG] [MAG       ] Building data for symbol: CM with lookback: 0
[2025-12-16T20:35:53.828921] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-16T20:35:53.828983] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:35:53.830724] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:35:53.831254] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:35:53.831717] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:35:53.832107] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-16T20:35:53.832900] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:53.927186] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-16T20:35:53.927602] [DEBUG] [MAG       ] SHEL: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:53.929336] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-16T20:35:53.971676] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-16T20:35:53.972991] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-16T20:35:53.986805] [DEBUG] [MAG       ] MGNI: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:54.018957] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-16T20:35:54.020033] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-16T20:35:54.021331] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-16T20:35:54.024408] [INFO ] [LOCAL     ] SHEL: Saved forecast.
[2025-12-16T20:35:54.024486] [INFO ] [main      ] SHEL: Signal=1 (Conf=90.0%), Magnitude=-2.39% (Conf=58.1507%)
[2025-12-16T20:35:54.024891] [INFO ] [main      ] Progress: 173/435 forecasts completed (39.8%). SHEL finished in 0.8s. ETA: 43.5s. Rate: 361.46 forecasts/min
[2025-12-16T20:35:54.025016] [INFO ] [main      ] Fetching symbol history for WLDS...
[2025-12-16T20:35:54.025060] [DEBUG] [REMOTE    ] WLDS: Fetching historical data.
[2025-12-16T20:35:54.035839] [DEBUG] [REMOTE    ] WLDS: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:54.036950] [DEBUG] [LOCAL     ] Loaded configuration for WLDS: 2 features, N/A% accuracy
[2025-12-16T20:35:54.037002] [INFO ] [LOCAL     ] WLDS: Loaded 2 optimal features with 46.25% confidence from JSON config
[2025-12-16T20:35:54.037033] [DEBUG] [MAG       ] Building data for symbol: WLDS with lookback: 0
[2025-12-16T20:35:54.037813] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-16T20:35:54.037872] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-16T20:35:54.042121] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-16T20:35:54.044172] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:54.067321] [INFO ] [LOCAL     ] MGNI: Saved forecast.
[2025-12-16T20:35:54.067397] [INFO ] [main      ] MGNI: Signal=1 (Conf=90.0%), Magnitude=5.80% (Conf=58.053%)
[2025-12-16T20:35:54.067845] [INFO ] [main      ] Fetching symbol history for LH...
[2025-12-16T20:35:54.067910] [DEBUG] [REMOTE    ] LH: Fetching historical data.
[2025-12-16T20:35:54.068666] [INFO ] [main      ] Progress: 174/435 forecasts completed (40.0%). MGNI finished in 0.6s. ETA: 43.1s. Rate: 362.99 forecasts/min
[2025-12-16T20:35:54.079219] [DEBUG] [REMOTE    ] LH: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:54.080188] [DEBUG] [LOCAL     ] Loaded configuration for LH: 5 features, N/A% accuracy
[2025-12-16T20:35:54.080240] [INFO ] [LOCAL     ] LH: Loaded 5 optimal features with 50.41% confidence from JSON config
[2025-12-16T20:35:54.080275] [DEBUG] [MAG       ] Building data for symbol: LH with lookback: 0
[2025-12-16T20:35:54.081125] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-16T20:35:54.081192] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:35:54.082996] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:35:54.083548] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:35:54.083991] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-16T20:35:54.101531] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-16T20:35:54.102441] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-16T20:35:54.104340] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-16T20:35:54.107238] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-16T20:35:54.108341] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-16T20:35:54.110469] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-16T20:35:54.111305] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-16T20:35:54.115647] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-16T20:35:54.116915] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-16T20:35:54.118490] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-16T20:35:54.120112] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-16T20:35:54.123122] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-16T20:35:54.123834] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-16T20:35:54.124566] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-16T20:35:54.126602] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-16T20:35:54.127719] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-16T20:35:54.128457] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-16T20:35:54.129344] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-12-16T20:35:54.130129] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-16T20:35:54.133042] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-16T20:35:54.133539] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-16T20:35:54.134764] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-16T20:35:54.135090] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:54.137341] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-16T20:35:54.139660] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-16T20:35:54.143560] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-16T20:35:54.161559] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-16T20:35:54.162818] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-16T20:35:54.164531] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-16T20:35:54.165322] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-16T20:35:54.166973] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-16T20:35:54.168644] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-16T20:35:54.169661] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-16T20:35:54.170978] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-16T20:35:54.172239] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-16T20:35:54.174337] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-16T20:35:54.175990] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:54.189773] [DEBUG] [MAG       ] CM: Last date is validated at 2025-12-16
[2025-12-16T20:35:54.364102] [DEBUG] [MAG       ] CM: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:54.382851] [DEBUG] [MAG       ] WLDS: Last date is validated at 2025-12-16
[2025-12-16T20:35:54.454260] [INFO ] [LOCAL     ] CM: Saved forecast.
[2025-12-16T20:35:54.454335] [INFO ] [main      ] CM: Signal=1 (Conf=90.0%), Magnitude=-1.38% (Conf=64.9339%)
[2025-12-16T20:35:54.454692] [INFO ] [main      ] Fetching symbol history for EVF...
[2025-12-16T20:35:54.454753] [DEBUG] [REMOTE    ] EVF: Fetching historical data.
[2025-12-16T20:35:54.455670] [INFO ] [main      ] Progress: 175/435 forecasts completed (40.2%). CM finished in 0.6s. ETA: 43.3s. Rate: 360.23 forecasts/min
[2025-12-16T20:35:54.465457] [DEBUG] [REMOTE    ] EVF: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:54.466664] [DEBUG] [LOCAL     ] Loaded configuration for EVF: 4 features, N/A% accuracy
[2025-12-16T20:35:54.466731] [INFO ] [LOCAL     ] EVF: Loaded 4 optimal features with 41.33% confidence from JSON config
[2025-12-16T20:35:54.466777] [DEBUG] [MAG       ] Building data for symbol: EVF with lookback: 0
[2025-12-16T20:35:54.467615] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-16T20:35:54.467687] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:35:54.472732] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:35:54.474606] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:35:54.474916] [DEBUG] [MAG       ] LH: Last date is validated at 2025-12-16
[2025-12-16T20:35:54.475113] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-16T20:35:54.494612] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:54.525380] [DEBUG] [MAG       ] FTSM: Last date is validated at 2025-12-16
[2025-12-16T20:35:54.553939] [DEBUG] [MAG       ] WLDS: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:54.643378] [INFO ] [LOCAL     ] WLDS: Saved forecast.
[2025-12-16T20:35:54.643444] [INFO ] [main      ] WLDS: Signal=1 (Conf=90.0%), Magnitude=43.80% (Conf=46.2523%)
[2025-12-16T20:35:54.643891] [INFO ] [main      ] Fetching symbol history for KEP...
[2025-12-16T20:35:54.643944] [DEBUG] [REMOTE    ] KEP: Fetching historical data.
[2025-12-16T20:35:54.644660] [INFO ] [main      ] Progress: 176/435 forecasts completed (40.5%). WLDS finished in 0.6s. ETA: 43.2s. Rate: 359.96 forecasts/min
[2025-12-16T20:35:54.645522] [DEBUG] [MAG       ] LH: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:54.655028] [DEBUG] [REMOTE    ] KEP: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:54.656035] [DEBUG] [LOCAL     ] Loaded configuration for KEP: 5 features, N/A% accuracy
[2025-12-16T20:35:54.656103] [INFO ] [LOCAL     ] KEP: Loaded 5 optimal features with 56.32% confidence from JSON config
[2025-12-16T20:35:54.656135] [DEBUG] [MAG       ] Building data for symbol: KEP with lookback: 0
[2025-12-16T20:35:54.657066] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-16T20:35:54.657131] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:35:54.658884] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:35:54.659407] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:35:54.659829] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-16T20:35:54.660605] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-16T20:35:54.701558] [DEBUG] [MAG       ] FTSM: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:54.712240] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:54.758077] [INFO ] [LOCAL     ] LH: Saved forecast.
[2025-12-16T20:35:54.758142] [INFO ] [main      ] LH: Signal=1 (Conf=90.0%), Magnitude=1.31% (Conf=50.4086%)
[2025-12-16T20:35:54.758291] [INFO ] [main      ] Fetching symbol history for CIF...
[2025-12-16T20:35:54.758333] [DEBUG] [REMOTE    ] CIF: Fetching historical data.
[2025-12-16T20:35:54.759015] [INFO ] [main      ] Progress: 177/435 forecasts completed (40.7%). LH finished in 0.7s. ETA: 42.9s. Rate: 360.60 forecasts/min
[2025-12-16T20:35:54.768919] [DEBUG] [REMOTE    ] CIF: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:54.769722] [DEBUG] [LOCAL     ] Loaded configuration for CIF: 0 features, N/A% accuracy
[2025-12-16T20:35:54.769782] [INFO ] [LOCAL     ] CIF: Loaded 0 optimal features with 16.43% confidence from JSON config
[2025-12-16T20:35:54.769818] [DEBUG] [MAG       ] Building data for symbol: CIF with lookback: 0
[2025-12-16T20:35:54.770599] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-16T20:35:54.853841] [DEBUG] [MAG       ] EVF: Last date is validated at 2025-12-16
[2025-12-16T20:35:54.974836] [INFO ] [LOCAL     ] FTSM: Saved forecast.
[2025-12-16T20:35:54.974910] [INFO ] [main      ] FTSM: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=14.4978%)
[2025-12-16T20:35:54.975069] [INFO ] [main      ] Fetching symbol history for MCHI...
[2025-12-16T20:35:54.975113] [DEBUG] [REMOTE    ] MCHI: Fetching historical data.
[2025-12-16T20:35:54.976673] [INFO ] [main      ] Progress: 178/435 forecasts completed (40.9%). FTSM finished in 1.2s. ETA: 42.8s. Rate: 359.97 forecasts/min
[2025-12-16T20:35:54.987082] [DEBUG] [REMOTE    ] MCHI: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:54.988025] [DEBUG] [LOCAL     ] Loaded configuration for MCHI: 10 features, N/A% accuracy
[2025-12-16T20:35:54.988077] [INFO ] [LOCAL     ] MCHI: Loaded 10 optimal features with 47.52% confidence from JSON config
[2025-12-16T20:35:54.988110] [DEBUG] [MAG       ] Building data for symbol: MCHI with lookback: 0
[2025-12-16T20:35:54.988918] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-16T20:35:54.988984] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-16T20:35:54.992001] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-16T20:35:54.993004] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-16T20:35:54.993683] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-16T20:35:54.994998] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:35:54.996847] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:35:54.997397] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-16T20:35:54.998508] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-16T20:35:55.000247] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-16T20:35:55.001363] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-16T20:35:55.002141] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:55.033036] [DEBUG] [MAG       ] EVF: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:55.064796] [DEBUG] [MAG       ] KEP: Last date is validated at 2025-12-16
[2025-12-16T20:35:55.094429] [INFO ] [LOCAL     ] EVF: Saved forecast.
[2025-12-16T20:35:55.094498] [INFO ] [main      ] EVF: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=41.3252%)
[2025-12-16T20:35:55.094699] [INFO ] [main      ] Fetching symbol history for CHSCN...
[2025-12-16T20:35:55.094759] [DEBUG] [REMOTE    ] CHSCN: Fetching historical data.
[2025-12-16T20:35:55.096762] [INFO ] [main      ] Progress: 179/435 forecasts completed (41.1%). EVF finished in 0.6s. ETA: 42.6s. Rate: 360.54 forecasts/min
[2025-12-16T20:35:55.106030] [DEBUG] [REMOTE    ] CHSCN: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:55.106777] [DEBUG] [LOCAL     ] Loaded configuration for CHSCN: 6 features, N/A% accuracy
[2025-12-16T20:35:55.106838] [INFO ] [LOCAL     ] CHSCN: Loaded 6 optimal features with 33.61% confidence from JSON config
[2025-12-16T20:35:55.106884] [DEBUG] [MAG       ] Building data for symbol: CHSCN with lookback: 0
[2025-12-16T20:35:55.107690] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-16T20:35:55.107754] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:35:55.109613] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:35:55.110175] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:35:55.110563] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-16T20:35:55.111457] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-16T20:35:55.129249] [DEBUG] [MAG       ] CIF: Last date is validated at 2025-12-16
[2025-12-16T20:35:55.233488] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-16T20:35:55.234840] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:55.242921] [DEBUG] [MAG       ] KEP: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:55.303967] [DEBUG] [MAG       ] CIF: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:55.310785] [INFO ] [LOCAL     ] KEP: Saved forecast.
[2025-12-16T20:35:55.310860] [INFO ] [main      ] KEP: Signal=1 (Conf=90.0%), Magnitude=0.31% (Conf=56.3239%)
[2025-12-16T20:35:55.311427] [INFO ] [main      ] Fetching symbol history for PGJ...
[2025-12-16T20:35:55.311481] [DEBUG] [REMOTE    ] PGJ: Fetching historical data.
[2025-12-16T20:35:55.311656] [INFO ] [main      ] Progress: 180/435 forecasts completed (41.4%). KEP finished in 0.7s. ETA: 42.5s. Rate: 359.95 forecasts/min
[2025-12-16T20:35:55.322686] [DEBUG] [REMOTE    ] PGJ: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:55.323661] [DEBUG] [LOCAL     ] Loaded configuration for PGJ: 1 features, N/A% accuracy
[2025-12-16T20:35:55.323720] [INFO ] [LOCAL     ] PGJ: Loaded 1 optimal features with 60.47% confidence from JSON config
[2025-12-16T20:35:55.323756] [DEBUG] [MAG       ] Building data for symbol: PGJ with lookback: 0
[2025-12-16T20:35:55.324536] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-16T20:35:55.324610] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-16T20:35:55.354524] [INFO ] [LOCAL     ] CIF: Saved forecast.
[2025-12-16T20:35:55.354607] [INFO ] [main      ] CIF: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=16.4296%)
[2025-12-16T20:35:55.354979] [INFO ] [main      ] Progress: 181/435 forecasts completed (41.6%). CIF finished in 0.6s. ETA: 42.2s. Rate: 361.43 forecasts/min
[2025-12-16T20:35:55.355353] [INFO ] [main      ] Fetching symbol history for CPK...
[2025-12-16T20:35:55.355399] [DEBUG] [REMOTE    ] CPK: Fetching historical data.
[2025-12-16T20:35:55.361201] [DEBUG] [MAG       ] MCHI: Last date is validated at 2025-12-16
[2025-12-16T20:35:55.366953] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:55.367057] [DEBUG] [REMOTE    ] CPK: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:55.368136] [DEBUG] [LOCAL     ] Loaded configuration for CPK: 9 features, N/A% accuracy
[2025-12-16T20:35:55.368190] [INFO ] [LOCAL     ] CPK: Loaded 9 optimal features with 69.73% confidence from JSON config
[2025-12-16T20:35:55.368223] [DEBUG] [MAG       ] Building data for symbol: CPK with lookback: 0
[2025-12-16T20:35:55.369034] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-16T20:35:55.369098] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:35:55.377708] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:35:55.379549] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:35:55.380076] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:35:55.380458] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-16T20:35:55.381401] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-16T20:35:55.382596] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-16T20:35:55.383769] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-16T20:35:55.384799] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-16T20:35:55.386357] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:55.542488] [DEBUG] [MAG       ] MCHI: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:55.596688] [DEBUG] [MAG       ] CHSCN: Last date is validated at 2025-12-16
[2025-12-16T20:35:55.641247] [INFO ] [LOCAL     ] MCHI: Saved forecast.
[2025-12-16T20:35:55.641313] [INFO ] [main      ] MCHI: Signal=1 (Conf=90.0%), Magnitude=-2.30% (Conf=47.517%)
[2025-12-16T20:35:55.641694] [INFO ] [main      ] Progress: 182/435 forecasts completed (41.8%). MCHI finished in 0.7s. ETA: 42.2s. Rate: 359.99 forecasts/min
[2025-12-16T20:35:55.641823] [INFO ] [main      ] Fetching symbol history for NRC...
[2025-12-16T20:35:55.641868] [DEBUG] [REMOTE    ] NRC: Fetching historical data.
[2025-12-16T20:35:55.655100] [DEBUG] [REMOTE    ] NRC: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:55.656019] [DEBUG] [LOCAL     ] Loaded configuration for NRC: 8 features, N/A% accuracy
[2025-12-16T20:35:55.656077] [INFO ] [LOCAL     ] NRC: Loaded 8 optimal features with 52.05% confidence from JSON config
[2025-12-16T20:35:55.656109] [DEBUG] [MAG       ] Building data for symbol: NRC with lookback: 0
[2025-12-16T20:35:55.656946] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-16T20:35:55.657009] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:35:55.658772] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:35:55.659351] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:35:55.659820] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:35:55.660217] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-16T20:35:55.662708] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-16T20:35:55.699642] [DEBUG] [MAG       ] PGJ: Last date is validated at 2025-12-16
[2025-12-16T20:35:55.705163] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-16T20:35:55.706942] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-16T20:35:55.708115] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:55.729252] [DEBUG] [MAG       ] CPK: Last date is validated at 2025-12-16
[2025-12-16T20:35:55.775658] [DEBUG] [MAG       ] CHSCN: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:55.834777] [INFO ] [LOCAL     ] CHSCN: Saved forecast.
[2025-12-16T20:35:55.834861] [INFO ] [main      ] CHSCN: Signal=1 (Conf=90.0%), Magnitude=-0.58% (Conf=33.6073%)
[2025-12-16T20:35:55.835232] [INFO ] [main      ] Fetching symbol history for UAL...
[2025-12-16T20:35:55.835285] [DEBUG] [REMOTE    ] UAL: Fetching historical data.
[2025-12-16T20:35:55.835663] [INFO ] [main      ] Progress: 183/435 forecasts completed (42.1%). CHSCN finished in 0.7s. ETA: 42.0s. Rate: 359.67 forecasts/min
[2025-12-16T20:35:55.847493] [DEBUG] [REMOTE    ] UAL: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:55.848291] [DEBUG] [LOCAL     ] Loaded configuration for UAL: 4 features, N/A% accuracy
[2025-12-16T20:35:55.848341] [INFO ] [LOCAL     ] UAL: Loaded 4 optimal features with 56.85% confidence from JSON config
[2025-12-16T20:35:55.848374] [DEBUG] [MAG       ] Building data for symbol: UAL with lookback: 0
[2025-12-16T20:35:55.849208] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-16T20:35:55.849274] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:35:55.854282] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-16T20:35:55.865760] [DEBUG] [MAG       ] PGJ: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:55.901105] [DEBUG] [MAG       ] CPK: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:55.936938] [INFO ] [LOCAL     ] PGJ: Saved forecast.
[2025-12-16T20:35:55.937006] [INFO ] [main      ] PGJ: Signal=1 (Conf=90.0%), Magnitude=-0.68% (Conf=60.4656%)
[2025-12-16T20:35:55.937351] [INFO ] [main      ] Fetching symbol history for BOC...
[2025-12-16T20:35:55.937401] [DEBUG] [REMOTE    ] BOC: Fetching historical data.
[2025-12-16T20:35:55.937663] [INFO ] [main      ] Progress: 184/435 forecasts completed (42.3%). PGJ finished in 0.6s. ETA: 41.8s. Rate: 360.43 forecasts/min
[2025-12-16T20:35:55.948694] [DEBUG] [REMOTE    ] BOC: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:55.949611] [DEBUG] [LOCAL     ] Loaded configuration for BOC: 4 features, N/A% accuracy
[2025-12-16T20:35:55.949665] [INFO ] [LOCAL     ] BOC: Loaded 4 optimal features with 50.18% confidence from JSON config
[2025-12-16T20:35:55.949697] [DEBUG] [MAG       ] Building data for symbol: BOC with lookback: 0
[2025-12-16T20:35:55.950511] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-16T20:35:55.950592] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:35:55.952332] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:35:55.952876] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:35:55.953266] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-16T20:35:55.972104] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-16T20:35:55.973423] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:35:55.975371] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:56.000138] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:56.001175] [INFO ] [LOCAL     ] CPK: Saved forecast.
[2025-12-16T20:35:56.001241] [INFO ] [main      ] CPK: Signal=1 (Conf=90.0%), Magnitude=0.85% (Conf=69.7337%)
[2025-12-16T20:35:56.001741] [INFO ] [main      ] Fetching symbol history for CE...
[2025-12-16T20:35:56.001795] [DEBUG] [REMOTE    ] CE: Fetching historical data.
[2025-12-16T20:35:56.002641] [INFO ] [main      ] Progress: 185/435 forecasts completed (42.5%). CPK finished in 0.6s. ETA: 41.5s. Rate: 361.62 forecasts/min
[2025-12-16T20:35:56.012659] [DEBUG] [REMOTE    ] CE: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:56.013595] [DEBUG] [LOCAL     ] Loaded configuration for CE: 6 features, N/A% accuracy
[2025-12-16T20:35:56.013648] [INFO ] [LOCAL     ] CE: Loaded 6 optimal features with 45.32% confidence from JSON config
[2025-12-16T20:35:56.013678] [DEBUG] [MAG       ] Building data for symbol: CE with lookback: 0
[2025-12-16T20:35:56.014507] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-16T20:35:56.014570] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:35:56.019483] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:35:56.021403] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:35:56.021944] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:35:56.022335] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-16T20:35:56.024757] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-16T20:35:56.026553] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:56.065098] [DEBUG] [MAG       ] NRC: Last date is validated at 2025-12-16
[2025-12-16T20:35:56.237682] [DEBUG] [MAG       ] NRC: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:56.318626] [DEBUG] [MAG       ] UAL: Last date is validated at 2025-12-16
[2025-12-16T20:35:56.340283] [DEBUG] [MAG       ] BOC: Last date is validated at 2025-12-16
[2025-12-16T20:35:56.376746] [DEBUG] [MAG       ] CE: Last date is validated at 2025-12-16
[2025-12-16T20:35:56.399532] [INFO ] [LOCAL     ] NRC: Saved forecast.
[2025-12-16T20:35:56.399629] [INFO ] [main      ] NRC: Signal=1 (Conf=90.0%), Magnitude=-0.81% (Conf=52.0521%)
[2025-12-16T20:35:56.399949] [INFO ] [main      ] Fetching symbol history for MGTX...
[2025-12-16T20:35:56.400000] [DEBUG] [REMOTE    ] MGTX: Fetching historical data.
[2025-12-16T20:35:56.400901] [INFO ] [main      ] Progress: 186/435 forecasts completed (42.8%). NRC finished in 0.8s. ETA: 41.6s. Rate: 358.92 forecasts/min
[2025-12-16T20:35:56.413063] [DEBUG] [REMOTE    ] MGTX: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:56.414099] [DEBUG] [LOCAL     ] Loaded configuration for MGTX: 5 features, N/A% accuracy
[2025-12-16T20:35:56.414157] [INFO ] [LOCAL     ] MGTX: Loaded 5 optimal features with 59.49% confidence from JSON config
[2025-12-16T20:35:56.414189] [DEBUG] [MAG       ] Building data for symbol: MGTX with lookback: 0
[2025-12-16T20:35:56.415055] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-16T20:35:56.415117] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:35:56.416852] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:35:56.417379] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-16T20:35:56.418296] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-16T20:35:56.419410] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-16T20:35:56.425455] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:56.489688] [DEBUG] [MAG       ] UAL: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:56.508172] [DEBUG] [MAG       ] BOC: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:56.541663] [DEBUG] [MAG       ] CE: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:56.567907] [INFO ] [LOCAL     ] BOC: Saved forecast.
[2025-12-16T20:35:56.567971] [INFO ] [main      ] BOC: Signal=1 (Conf=90.0%), Magnitude=0.51% (Conf=50.1841%)
[2025-12-16T20:35:56.568312] [INFO ] [main      ] Fetching symbol history for MCK...
[2025-12-16T20:35:56.568361] [DEBUG] [REMOTE    ] MCK: Fetching historical data.
[2025-12-16T20:35:56.568662] [INFO ] [main      ] Progress: 187/435 forecasts completed (43.0%). BOC finished in 0.6s. ETA: 41.5s. Rate: 358.92 forecasts/min
[2025-12-16T20:35:56.582331] [DEBUG] [REMOTE    ] MCK: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:56.583536] [DEBUG] [LOCAL     ] Loaded configuration for MCK: 5 features, N/A% accuracy
[2025-12-16T20:35:56.583613] [INFO ] [LOCAL     ] MCK: Loaded 5 optimal features with 50.11% confidence from JSON config
[2025-12-16T20:35:56.583646] [DEBUG] [MAG       ] Building data for symbol: MCK with lookback: 0
[2025-12-16T20:35:56.584479] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-16T20:35:56.584540] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:35:56.589394] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-16T20:35:56.590278] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-16T20:35:56.592076] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-16T20:35:56.592767] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-16T20:35:56.594051] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:56.618994] [INFO ] [LOCAL     ] UAL: Saved forecast.
[2025-12-16T20:35:56.619084] [INFO ] [main      ] UAL: Signal=1 (Conf=90.0%), Magnitude=-3.68% (Conf=56.8524%)
[2025-12-16T20:35:56.619699] [INFO ] [main      ] Fetching symbol history for FSLY...
[2025-12-16T20:35:56.619750] [DEBUG] [REMOTE    ] FSLY: Fetching historical data.
[2025-12-16T20:35:56.619608] [INFO ] [main      ] Progress: 188/435 forecasts completed (43.2%). UAL finished in 0.8s. ETA: 41.1s. Rate: 360.25 forecasts/min
[2025-12-16T20:35:56.631484] [DEBUG] [REMOTE    ] FSLY: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:56.632514] [DEBUG] [LOCAL     ] Loaded configuration for FSLY: 8 features, N/A% accuracy
[2025-12-16T20:35:56.632924] [INFO ] [LOCAL     ] FSLY: Loaded 8 optimal features with 52.58% confidence from JSON config
[2025-12-16T20:35:56.632960] [DEBUG] [MAG       ] Building data for symbol: FSLY with lookback: 0
[2025-12-16T20:35:56.633773] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-16T20:35:56.633840] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:35:56.638758] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-16T20:35:56.639608] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-16T20:35:56.640407] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-16T20:35:56.642830] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-16T20:35:56.643818] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-16T20:35:56.644853] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-16T20:35:56.645667] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-16T20:35:56.647728] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:56.657671] [INFO ] [LOCAL     ] CE: Saved forecast.
[2025-12-16T20:35:56.657735] [INFO ] [main      ] CE: Signal=1 (Conf=90.0%), Magnitude=1.13% (Conf=45.3206%)
[2025-12-16T20:35:56.658071] [INFO ] [main      ] Fetching symbol history for EVTC...
[2025-12-16T20:35:56.658120] [DEBUG] [REMOTE    ] EVTC: Fetching historical data.
[2025-12-16T20:35:56.658975] [INFO ] [main      ] Progress: 189/435 forecasts completed (43.4%). CE finished in 0.7s. ETA: 40.8s. Rate: 361.71 forecasts/min
[2025-12-16T20:35:56.668907] [DEBUG] [REMOTE    ] EVTC: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:56.669747] [DEBUG] [LOCAL     ] Loaded configuration for EVTC: 2 features, N/A% accuracy
[2025-12-16T20:35:56.669799] [INFO ] [LOCAL     ] EVTC: Loaded 2 optimal features with 59.91% confidence from JSON config
[2025-12-16T20:35:56.669829] [DEBUG] [MAG       ] Building data for symbol: EVTC with lookback: 0
[2025-12-16T20:35:56.670599] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-16T20:35:56.670658] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:35:56.675419] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-16T20:35:56.676236] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:56.775765] [DEBUG] [MAG       ] MGTX: Last date is validated at 2025-12-16
[2025-12-16T20:35:56.931714] [DEBUG] [MAG       ] MCK: Last date is validated at 2025-12-16
[2025-12-16T20:35:56.952042] [DEBUG] [MAG       ] MGTX: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:56.981915] [DEBUG] [MAG       ] FSLY: Last date is validated at 2025-12-16
[2025-12-16T20:35:57.005181] [DEBUG] [MAG       ] EVTC: Last date is validated at 2025-12-16
[2025-12-16T20:35:57.023276] [INFO ] [LOCAL     ] MGTX: Saved forecast.
[2025-12-16T20:35:57.023355] [INFO ] [main      ] MGTX: Signal=1 (Conf=90.0%), Magnitude=0.76% (Conf=59.4878%)
[2025-12-16T20:35:57.023714] [INFO ] [main      ] Fetching symbol history for ATRC...
[2025-12-16T20:35:57.023767] [DEBUG] [REMOTE    ] ATRC: Fetching historical data.
[2025-12-16T20:35:57.024652] [INFO ] [main      ] Progress: 190/435 forecasts completed (43.7%). MGTX finished in 0.6s. ETA: 40.9s. Rate: 359.43 forecasts/min
[2025-12-16T20:35:57.036504] [DEBUG] [REMOTE    ] ATRC: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:57.037644] [DEBUG] [LOCAL     ] Loaded configuration for ATRC: 1 features, N/A% accuracy
[2025-12-16T20:35:57.037705] [INFO ] [LOCAL     ] ATRC: Loaded 1 optimal features with 65.58% confidence from JSON config
[2025-12-16T20:35:57.037736] [DEBUG] [MAG       ] Building data for symbol: ATRC with lookback: 0
[2025-12-16T20:35:57.038567] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-16T20:35:57.038649] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-16T20:35:57.039779] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:57.100433] [DEBUG] [MAG       ] MCK: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:57.152033] [DEBUG] [MAG       ] FSLY: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:57.172823] [DEBUG] [MAG       ] EVTC: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:57.235554] [INFO ] [LOCAL     ] FSLY: Saved forecast.
[2025-12-16T20:35:57.235641] [INFO ] [main      ] FSLY: Signal=1 (Conf=90.0%), Magnitude=-4.22% (Conf=52.5799%)
[2025-12-16T20:35:57.235796] [INFO ] [main      ] Fetching symbol history for BDTX...
[2025-12-16T20:35:57.235840] [DEBUG] [REMOTE    ] BDTX: Fetching historical data.
[2025-12-16T20:35:57.237136] [INFO ] [main      ] Progress: 191/435 forecasts completed (43.9%). FSLY finished in 0.6s. ETA: 40.8s. Rate: 358.92 forecasts/min
[2025-12-16T20:35:57.246624] [DEBUG] [REMOTE    ] BDTX: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:57.247704] [DEBUG] [LOCAL     ] Loaded configuration for BDTX: 3 features, N/A% accuracy
[2025-12-16T20:35:57.247756] [INFO ] [LOCAL     ] BDTX: Loaded 3 optimal features with 48.14% confidence from JSON config
[2025-12-16T20:35:57.247787] [DEBUG] [MAG       ] Building data for symbol: BDTX with lookback: 0
[2025-12-16T20:35:57.248534] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-16T20:35:57.248612] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:35:57.249008] [INFO ] [LOCAL     ] MCK: Saved forecast.
[2025-12-16T20:35:57.249084] [INFO ] [main      ] MCK: Signal=1 (Conf=90.0%), Magnitude=-2.41% (Conf=50.1135%)
[2025-12-16T20:35:57.249522] [INFO ] [main      ] Fetching symbol history for MSBI...
[2025-12-16T20:35:57.249594] [DEBUG] [REMOTE    ] MSBI: Fetching historical data.
[2025-12-16T20:35:57.249665] [INFO ] [main      ] Progress: 192/435 forecasts completed (44.1%). MCK finished in 0.7s. ETA: 40.4s. Rate: 360.66 forecasts/min
[2025-12-16T20:35:57.252101] [INFO ] [LOCAL     ] EVTC: Saved forecast.
[2025-12-16T20:35:57.252170] [INFO ] [main      ] EVTC: Signal=1 (Conf=90.0%), Magnitude=-1.47% (Conf=59.9078%)
[2025-12-16T20:35:57.252538] [INFO ] [main      ] Progress: 193/435 forecasts completed (44.4%). EVTC finished in 0.6s. ETA: 40.1s. Rate: 362.50 forecasts/min
[2025-12-16T20:35:57.252733] [INFO ] [main      ] Fetching symbol history for BHFAO...
[2025-12-16T20:35:57.252781] [DEBUG] [REMOTE    ] BHFAO: Fetching historical data.
[2025-12-16T20:35:57.253332] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-16T20:35:57.254285] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-16T20:35:57.255972] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:57.261281] [DEBUG] [REMOTE    ] MSBI: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:57.262144] [DEBUG] [LOCAL     ] Loaded configuration for MSBI: 8 features, N/A% accuracy
[2025-12-16T20:35:57.262193] [INFO ] [LOCAL     ] MSBI: Loaded 8 optimal features with 41.70% confidence from JSON config
[2025-12-16T20:35:57.262223] [DEBUG] [MAG       ] Building data for symbol: MSBI with lookback: 0
[2025-12-16T20:35:57.263015] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-16T20:35:57.263077] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:35:57.263664] [DEBUG] [REMOTE    ] BHFAO: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:57.264486] [DEBUG] [LOCAL     ] Loaded configuration for BHFAO: 4 features, N/A% accuracy
[2025-12-16T20:35:57.264535] [INFO ] [LOCAL     ] BHFAO: Loaded 4 optimal features with 50.64% confidence from JSON config
[2025-12-16T20:35:57.264565] [DEBUG] [MAG       ] Building data for symbol: BHFAO with lookback: 0
[2025-12-16T20:35:57.265372] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-16T20:35:57.265435] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:35:57.268144] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:35:57.270012] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:35:57.270204] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-16T20:35:57.270478] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:35:57.270923] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:35:57.271304] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-16T20:35:57.272094] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-16T20:35:57.272792] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-16T20:35:57.273920] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-16T20:35:57.274293] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:57.275052] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-16T20:35:57.276642] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:57.392025] [DEBUG] [MAG       ] ATRC: Last date is validated at 2025-12-16
[2025-12-16T20:35:57.567181] [DEBUG] [MAG       ] ATRC: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:57.598699] [DEBUG] [MAG       ] BDTX: Last date is validated at 2025-12-16
[2025-12-16T20:35:57.605152] [DEBUG] [MAG       ] BHFAO: Last date is validated at 2025-12-16
[2025-12-16T20:35:57.615893] [DEBUG] [MAG       ] MSBI: Last date is validated at 2025-12-16
[2025-12-16T20:35:57.657513] [INFO ] [LOCAL     ] ATRC: Saved forecast.
[2025-12-16T20:35:57.657599] [INFO ] [main      ] ATRC: Signal=1 (Conf=90.0%), Magnitude=-0.77% (Conf=65.5839%)
[2025-12-16T20:35:57.657762] [INFO ] [main      ] Fetching symbol history for TSL...
[2025-12-16T20:35:57.657806] [DEBUG] [REMOTE    ] TSL: Fetching historical data.
[2025-12-16T20:35:57.658867] [INFO ] [main      ] Progress: 194/435 forecasts completed (44.6%). ATRC finished in 0.6s. ETA: 40.2s. Rate: 359.80 forecasts/min
[2025-12-16T20:35:57.670460] [DEBUG] [REMOTE    ] TSL: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:57.671286] [DEBUG] [LOCAL     ] Loaded configuration for TSL: 3 features, N/A% accuracy
[2025-12-16T20:35:57.671339] [INFO ] [LOCAL     ] TSL: Loaded 3 optimal features with 61.41% confidence from JSON config
[2025-12-16T20:35:57.671373] [DEBUG] [MAG       ] Building data for symbol: TSL with lookback: 0
[2025-12-16T20:35:57.672226] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-16T20:35:57.672287] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-16T20:35:57.768081] [DEBUG] [MAG       ] BDTX: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:57.770908] [DEBUG] [MAG       ] BHFAO: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:57.784338] [DEBUG] [MAG       ] MSBI: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:57.788881] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-16T20:35:57.791479] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-16T20:35:57.792264] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:57.826702] [INFO ] [LOCAL     ] BDTX: Saved forecast.
[2025-12-16T20:35:57.826779] [INFO ] [main      ] BDTX: Signal=1 (Conf=90.0%), Magnitude=-0.66% (Conf=48.1351%)
[2025-12-16T20:35:57.827112] [INFO ] [main      ] Fetching symbol history for HEI...
[2025-12-16T20:35:57.827164] [DEBUG] [REMOTE    ] HEI: Fetching historical data.
[2025-12-16T20:35:57.827160] [INFO ] [main      ] Progress: 195/435 forecasts completed (44.8%). BDTX finished in 0.6s. ETA: 40.0s. Rate: 359.79 forecasts/min
[2025-12-16T20:35:57.838423] [DEBUG] [REMOTE    ] HEI: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:57.839407] [DEBUG] [LOCAL     ] Loaded configuration for HEI: 2 features, N/A% accuracy
[2025-12-16T20:35:57.839459] [INFO ] [LOCAL     ] HEI: Loaded 2 optimal features with 46.45% confidence from JSON config
[2025-12-16T20:35:57.839491] [DEBUG] [MAG       ] Building data for symbol: HEI with lookback: 0
[2025-12-16T20:35:57.840293] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-16T20:35:57.840366] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-16T20:35:57.843167] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-16T20:35:57.843350] [INFO ] [LOCAL     ] BHFAO: Saved forecast.
[2025-12-16T20:35:57.843411] [INFO ] [main      ] BHFAO: Signal=1 (Conf=90.0%), Magnitude=-0.76% (Conf=50.639%)
[2025-12-16T20:35:57.843767] [INFO ] [main      ] Progress: 196/435 forecasts completed (45.1%). BHFAO finished in 0.6s. ETA: 39.7s. Rate: 361.45 forecasts/min
[2025-12-16T20:35:57.843950] [INFO ] [main      ] Fetching symbol history for DIOD...
[2025-12-16T20:35:57.843995] [DEBUG] [REMOTE    ] DIOD: Fetching historical data.
[2025-12-16T20:35:57.845818] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:57.855717] [DEBUG] [REMOTE    ] DIOD: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:57.856737] [DEBUG] [LOCAL     ] Loaded configuration for DIOD: 3 features, N/A% accuracy
[2025-12-16T20:35:57.856793] [INFO ] [LOCAL     ] DIOD: Loaded 3 optimal features with 52.89% confidence from JSON config
[2025-12-16T20:35:57.856825] [DEBUG] [MAG       ] Building data for symbol: DIOD with lookback: 0
[2025-12-16T20:35:57.857667] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-16T20:35:57.857729] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:35:57.862501] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:35:57.864319] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:35:57.864806] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:57.870132] [INFO ] [LOCAL     ] MSBI: Saved forecast.
[2025-12-16T20:35:57.870198] [INFO ] [main      ] MSBI: Signal=1 (Conf=90.0%), Magnitude=0.92% (Conf=41.7043%)
[2025-12-16T20:35:57.870635] [INFO ] [main      ] Progress: 197/435 forecasts completed (45.3%). MSBI finished in 0.6s. ETA: 39.3s. Rate: 362.99 forecasts/min
[2025-12-16T20:35:57.870758] [INFO ] [main      ] Fetching symbol history for MCRI...
[2025-12-16T20:35:57.870803] [DEBUG] [REMOTE    ] MCRI: Fetching historical data.
[2025-12-16T20:35:57.881745] [DEBUG] [REMOTE    ] MCRI: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:57.882913] [DEBUG] [LOCAL     ] Loaded configuration for MCRI: 8 features, N/A% accuracy
[2025-12-16T20:35:57.882980] [INFO ] [LOCAL     ] MCRI: Loaded 8 optimal features with 51.72% confidence from JSON config
[2025-12-16T20:35:57.883011] [DEBUG] [MAG       ] Building data for symbol: MCRI with lookback: 0
[2025-12-16T20:35:57.883871] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-16T20:35:57.883947] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:35:57.885693] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:35:57.886201] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:35:57.886663] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:35:57.887064] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-16T20:35:57.887722] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-16T20:35:57.889765] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-16T20:35:57.893827] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-16T20:35:57.894950] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:58.140829] [DEBUG] [MAG       ] TSL: Last date is validated at 2025-12-16
[2025-12-16T20:35:58.190128] [DEBUG] [MAG       ] HEI: Last date is validated at 2025-12-16
[2025-12-16T20:35:58.197115] [DEBUG] [MAG       ] DIOD: Last date is validated at 2025-12-16
[2025-12-16T20:35:58.231190] [DEBUG] [MAG       ] MCRI: Last date is validated at 2025-12-16
[2025-12-16T20:35:58.311970] [DEBUG] [MAG       ] TSL: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:58.357959] [DEBUG] [MAG       ] HEI: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:58.361660] [DEBUG] [MAG       ] DIOD: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:58.393391] [INFO ] [LOCAL     ] TSL: Saved forecast.
[2025-12-16T20:35:58.393457] [INFO ] [main      ] TSL: Signal=1 (Conf=90.0%), Magnitude=3.47% (Conf=61.4139%)
[2025-12-16T20:35:58.394311] [INFO ] [main      ] Fetching symbol history for SVC...
[2025-12-16T20:35:58.394378] [DEBUG] [REMOTE    ] SVC: Fetching historical data.
[2025-12-16T20:35:58.394678] [INFO ] [main      ] Progress: 198/435 forecasts completed (45.5%). TSL finished in 0.7s. ETA: 39.6s. Rate: 359.05 forecasts/min
[2025-12-16T20:35:58.397464] [DEBUG] [MAG       ] MCRI: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:58.406311] [DEBUG] [REMOTE    ] SVC: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:58.407450] [DEBUG] [LOCAL     ] Loaded configuration for SVC: 3 features, N/A% accuracy
[2025-12-16T20:35:58.407504] [INFO ] [LOCAL     ] SVC: Loaded 3 optimal features with 63.33% confidence from JSON config
[2025-12-16T20:35:58.407536] [DEBUG] [MAG       ] Building data for symbol: SVC with lookback: 0
[2025-12-16T20:35:58.408346] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-16T20:35:58.408405] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:35:58.413453] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-16T20:35:58.458046] [INFO ] [LOCAL     ] DIOD: Saved forecast.
[2025-12-16T20:35:58.458111] [INFO ] [main      ] DIOD: Signal=1 (Conf=90.0%), Magnitude=2.46% (Conf=52.8901%)
[2025-12-16T20:35:58.458475] [INFO ] [main      ] Fetching symbol history for BLE...
[2025-12-16T20:35:58.458590] [INFO ] [main      ] Progress: 199/435 forecasts completed (45.7%). DIOD finished in 0.6s. ETA: 39.3s. Rate: 360.17 forecasts/min
[2025-12-16T20:35:58.458526] [DEBUG] [REMOTE    ] BLE: Fetching historical data.
[2025-12-16T20:35:58.473270] [DEBUG] [REMOTE    ] BLE: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:58.474417] [DEBUG] [LOCAL     ] Loaded configuration for BLE: 5 features, N/A% accuracy
[2025-12-16T20:35:58.474472] [INFO ] [LOCAL     ] BLE: Loaded 5 optimal features with 50.70% confidence from JSON config
[2025-12-16T20:35:58.474504] [DEBUG] [MAG       ] Building data for symbol: BLE with lookback: 0
[2025-12-16T20:35:58.475375] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-16T20:35:58.475438] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:35:58.477226] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:35:58.477788] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-16T20:35:58.480793] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-16T20:35:58.482958] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-16T20:35:58.495291] [INFO ] [LOCAL     ] HEI: Saved forecast.
[2025-12-16T20:35:58.495364] [INFO ] [main      ] HEI: Signal=1 (Conf=90.0%), Magnitude=2.18% (Conf=46.4542%)
[2025-12-16T20:35:58.495779] [INFO ] [main      ] Progress: 200/435 forecasts completed (46.0%). HEI finished in 0.7s. ETA: 39.0s. Rate: 361.58 forecasts/min
[2025-12-16T20:35:58.495915] [INFO ] [main      ] Fetching symbol history for AOD...
[2025-12-16T20:35:58.495959] [DEBUG] [REMOTE    ] AOD: Fetching historical data.
[2025-12-16T20:35:58.500856] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:58.508084] [DEBUG] [REMOTE    ] AOD: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:58.508865] [DEBUG] [LOCAL     ] Loaded configuration for AOD: 5 features, N/A% accuracy
[2025-12-16T20:35:58.508916] [INFO ] [LOCAL     ] AOD: Loaded 5 optimal features with 36.28% confidence from JSON config
[2025-12-16T20:35:58.508948] [DEBUG] [MAG       ] Building data for symbol: AOD with lookback: 0
[2025-12-16T20:35:58.509803] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-16T20:35:58.509880] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-16T20:35:58.512651] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-16T20:35:58.515333] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-16T20:35:58.515835] [INFO ] [LOCAL     ] MCRI: Saved forecast.
[2025-12-16T20:35:58.515915] [INFO ] [main      ] MCRI: Signal=1 (Conf=90.0%), Magnitude=-0.75% (Conf=51.7198%)
[2025-12-16T20:35:58.516600] [INFO ] [main      ] Progress: 201/435 forecasts completed (46.2%). MCRI finished in 0.6s. ETA: 38.7s. Rate: 363.16 forecasts/min
[2025-12-16T20:35:58.516483] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-16T20:35:58.518152] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-16T20:35:58.516276] [INFO ] [main      ] Fetching symbol history for ACCO...
[2025-12-16T20:35:58.519319] [DEBUG] [REMOTE    ] ACCO: Fetching historical data.
[2025-12-16T20:35:58.521165] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:58.530108] [DEBUG] [REMOTE    ] ACCO: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:58.530111] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-16T20:35:58.530851] [DEBUG] [LOCAL     ] Loaded configuration for ACCO: 9 features, N/A% accuracy
[2025-12-16T20:35:58.530908] [INFO ] [LOCAL     ] ACCO: Loaded 9 optimal features with 55.69% confidence from JSON config
[2025-12-16T20:35:58.530939] [DEBUG] [MAG       ] Building data for symbol: ACCO with lookback: 0
[2025-12-16T20:35:58.531760] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-16T20:35:58.531824] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:35:58.536336] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:58.536561] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:35:58.538382] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:35:58.538865] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:35:58.539315] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-16T20:35:58.540099] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-16T20:35:58.542391] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-16T20:35:58.543593] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-16T20:35:58.544326] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-16T20:35:58.545063] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:58.838127] [DEBUG] [MAG       ] BLE: Last date is validated at 2025-12-16
[2025-12-16T20:35:58.872471] [DEBUG] [MAG       ] AOD: Last date is validated at 2025-12-16
[2025-12-16T20:35:58.886649] [DEBUG] [MAG       ] SVC: Last date is validated at 2025-12-16
[2025-12-16T20:35:58.894154] [DEBUG] [MAG       ] ACCO: Last date is validated at 2025-12-16
[2025-12-16T20:35:59.006645] [DEBUG] [MAG       ] BLE: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:59.046029] [DEBUG] [MAG       ] AOD: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:59.062014] [DEBUG] [MAG       ] SVC: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:59.065429] [INFO ] [LOCAL     ] BLE: Saved forecast.
[2025-12-16T20:35:59.065502] [INFO ] [main      ] BLE: Signal=1 (Conf=90.0%), Magnitude=0.40% (Conf=50.6972%)
[2025-12-16T20:35:59.065867] [INFO ] [main      ] Fetching symbol history for TROX...
[2025-12-16T20:35:59.065918] [DEBUG] [REMOTE    ] TROX: Fetching historical data.
[2025-12-16T20:35:59.067666] [INFO ] [main      ] Progress: 202/435 forecasts completed (46.4%). BLE finished in 0.6s. ETA: 38.9s. Rate: 359.01 forecasts/min
[2025-12-16T20:35:59.068806] [DEBUG] [MAG       ] ACCO: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:59.077162] [DEBUG] [REMOTE    ] TROX: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:59.077986] [DEBUG] [LOCAL     ] Loaded configuration for TROX: 3 features, N/A% accuracy
[2025-12-16T20:35:59.078036] [INFO ] [LOCAL     ] TROX: Loaded 3 optimal features with 52.66% confidence from JSON config
[2025-12-16T20:35:59.078067] [DEBUG] [MAG       ] Building data for symbol: TROX with lookback: 0
[2025-12-16T20:35:59.078848] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-16T20:35:59.078906] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-16T20:35:59.080566] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-16T20:35:59.081612] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-16T20:35:59.123808] [INFO ] [LOCAL     ] SVC: Saved forecast.
[2025-12-16T20:35:59.123877] [INFO ] [main      ] SVC: Signal=1 (Conf=90.0%), Magnitude=-0.24% (Conf=63.3303%)
[2025-12-16T20:35:59.124051] [INFO ] [main      ] Fetching symbol history for HL...
[2025-12-16T20:35:59.124096] [DEBUG] [REMOTE    ] HL: Fetching historical data.
[2025-12-16T20:35:59.125002] [INFO ] [main      ] Progress: 203/435 forecasts completed (46.7%). SVC finished in 0.7s. ETA: 38.6s. Rate: 360.17 forecasts/min
[2025-12-16T20:35:59.132081] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:59.135208] [INFO ] [LOCAL     ] ACCO: Saved forecast.
[2025-12-16T20:35:59.135287] [INFO ] [main      ] ACCO: Signal=1 (Conf=90.0%), Magnitude=0.43% (Conf=55.6902%)
[2025-12-16T20:35:59.135694] [INFO ] [main      ] Fetching symbol history for SREA...
[2025-12-16T20:35:59.135748] [DEBUG] [REMOTE    ] SREA: Fetching historical data.
[2025-12-16T20:35:59.135723] [INFO ] [main      ] Progress: 204/435 forecasts completed (46.9%). ACCO finished in 0.6s. ETA: 38.3s. Rate: 361.83 forecasts/min
[2025-12-16T20:35:59.137295] [DEBUG] [REMOTE    ] HL: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:59.138284] [DEBUG] [LOCAL     ] Loaded configuration for HL: 4 features, N/A% accuracy
[2025-12-16T20:35:59.138343] [INFO ] [LOCAL     ] HL: Loaded 4 optimal features with 51.14% confidence from JSON config
[2025-12-16T20:35:59.138374] [DEBUG] [MAG       ] Building data for symbol: HL with lookback: 0
[2025-12-16T20:35:59.139438] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-16T20:35:59.139503] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:35:59.144720] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-16T20:35:59.145534] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-16T20:35:59.146254] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-16T20:35:59.147043] [DEBUG] [REMOTE    ] SREA: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:59.148080] [DEBUG] [LOCAL     ] Loaded configuration for SREA: 1 features, N/A% accuracy
[2025-12-16T20:35:59.148133] [INFO ] [LOCAL     ] SREA: Loaded 1 optimal features with 48.66% confidence from JSON config
[2025-12-16T20:35:59.148163] [DEBUG] [MAG       ] Building data for symbol: SREA with lookback: 0
[2025-12-16T20:35:59.149006] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-16T20:35:59.149066] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:35:59.150516] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:59.153929] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:59.169245] [INFO ] [LOCAL     ] AOD: Saved forecast.
[2025-12-16T20:35:59.169322] [INFO ] [main      ] AOD: Signal=1 (Conf=90.0%), Magnitude=0.24% (Conf=36.281%)
[2025-12-16T20:35:59.169713] [INFO ] [main      ] Fetching symbol history for EBC...
[2025-12-16T20:35:59.169766] [DEBUG] [REMOTE    ] EBC: Fetching historical data.
[2025-12-16T20:35:59.170733] [INFO ] [main      ] Progress: 205/435 forecasts completed (47.1%). AOD finished in 0.7s. ETA: 38.0s. Rate: 363.23 forecasts/min
[2025-12-16T20:35:59.181846] [DEBUG] [REMOTE    ] EBC: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:59.183068] [DEBUG] [LOCAL     ] Loaded configuration for EBC: 5 features, N/A% accuracy
[2025-12-16T20:35:59.183137] [INFO ] [LOCAL     ] EBC: Loaded 5 optimal features with 66.01% confidence from JSON config
[2025-12-16T20:35:59.183171] [DEBUG] [MAG       ] Building data for symbol: EBC with lookback: 0
[2025-12-16T20:35:59.184123] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-16T20:35:59.184191] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-16T20:35:59.185117] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-16T20:35:59.305442] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-16T20:35:59.307035] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-16T20:35:59.312189] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-16T20:35:59.315702] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:59.575012] [DEBUG] [MAG       ] SREA: Last date is validated at 2025-12-16
[2025-12-16T20:35:59.604070] [DEBUG] [MAG       ] TROX: Last date is validated at 2025-12-16
[2025-12-16T20:35:59.611329] [DEBUG] [MAG       ] HL: Last date is validated at 2025-12-16
[2025-12-16T20:35:59.845929] [DEBUG] [MAG       ] SREA: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:59.862701] [DEBUG] [MAG       ] EBC: Last date is validated at 2025-12-16
[2025-12-16T20:35:59.879521] [DEBUG] [MAG       ] TROX: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:59.891377] [DEBUG] [MAG       ] HL: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:35:59.940630] [INFO ] [LOCAL     ] SREA: Saved forecast.
[2025-12-16T20:35:59.940717] [INFO ] [main      ] SREA: Signal=1 (Conf=90.0%), Magnitude=1.27% (Conf=48.6559%)
[2025-12-16T20:35:59.941156] [INFO ] [main      ] Fetching symbol history for OPAL...
[2025-12-16T20:35:59.941220] [DEBUG] [REMOTE    ] OPAL: Fetching historical data.
[2025-12-16T20:35:59.941696] [INFO ] [main      ] Progress: 206/435 forecasts completed (47.4%). SREA finished in 0.8s. ETA: 38.5s. Rate: 356.88 forecasts/min
[2025-12-16T20:35:59.955510] [DEBUG] [REMOTE    ] OPAL: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:59.969802] [DEBUG] [LOCAL     ] Loaded configuration for OPAL: 5 features, N/A% accuracy
[2025-12-16T20:35:59.969997] [INFO ] [LOCAL     ] OPAL: Loaded 5 optimal features with 45.32% confidence from JSON config
[2025-12-16T20:35:59.970058] [DEBUG] [MAG       ] Building data for symbol: OPAL with lookback: 0
[2025-12-16T20:35:59.971703] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-16T20:35:59.971818] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:35:59.972341] [INFO ] [LOCAL     ] TROX: Saved forecast.
[2025-12-16T20:35:59.972426] [INFO ] [main      ] TROX: Signal=1 (Conf=90.0%), Magnitude=-0.55% (Conf=52.6574%)
[2025-12-16T20:35:59.973024] [INFO ] [main      ] Fetching symbol history for CSQ...
[2025-12-16T20:35:59.973091] [DEBUG] [REMOTE    ] CSQ: Fetching historical data.
[2025-12-16T20:35:59.973694] [INFO ] [main      ] Progress: 207/435 forecasts completed (47.6%). TROX finished in 0.9s. ETA: 38.2s. Rate: 358.28 forecasts/min
[2025-12-16T20:35:59.980001] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:35:59.983020] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:35:59.983909] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:35:59.984530] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-16T20:35:59.985620] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:35:59.989824] [DEBUG] [REMOTE    ] CSQ: Successfully parsed 300 rows of historical data.
[2025-12-16T20:35:59.992339] [DEBUG] [LOCAL     ] Loaded configuration for CSQ: 4 features, N/A% accuracy
[2025-12-16T20:35:59.992431] [INFO ] [LOCAL     ] CSQ: Loaded 4 optimal features with 46.27% confidence from JSON config
[2025-12-16T20:35:59.992480] [DEBUG] [MAG       ] Building data for symbol: CSQ with lookback: 0
[2025-12-16T20:35:59.993844] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-16T20:35:59.993972] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:35:59.996558] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:35:59.997367] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-16T20:35:59.998706] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-16T20:36:00.000527] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:00.000769] [INFO ] [LOCAL     ] HL: Saved forecast.
[2025-12-16T20:36:00.000870] [INFO ] [main      ] HL: Signal=1 (Conf=90.0%), Magnitude=-1.40% (Conf=51.1404%)
[2025-12-16T20:36:00.001097] [INFO ] [main      ] Fetching symbol history for HYMC...
[2025-12-16T20:36:00.001161] [DEBUG] [REMOTE    ] HYMC: Fetching historical data.
[2025-12-16T20:36:00.002698] [INFO ] [main      ] Progress: 208/435 forecasts completed (47.8%). HL finished in 0.9s. ETA: 37.9s. Rate: 359.71 forecasts/min
[2025-12-16T20:36:00.019045] [DEBUG] [REMOTE    ] HYMC: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:00.021892] [DEBUG] [LOCAL     ] Loaded configuration for HYMC: 4 features, N/A% accuracy
[2025-12-16T20:36:00.022013] [INFO ] [LOCAL     ] HYMC: Loaded 4 optimal features with 54.38% confidence from JSON config
[2025-12-16T20:36:00.022062] [DEBUG] [MAG       ] Building data for symbol: HYMC with lookback: 0
[2025-12-16T20:36:00.023544] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-16T20:36:00.023670] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:00.026249] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:36:00.027119] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:36:00.027716] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-16T20:36:00.028769] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:00.144121] [DEBUG] [MAG       ] EBC: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:00.247492] [INFO ] [LOCAL     ] EBC: Saved forecast.
[2025-12-16T20:36:00.247614] [INFO ] [main      ] EBC: Signal=1 (Conf=90.0%), Magnitude=0.72% (Conf=66.006%)
[2025-12-16T20:36:00.247841] [INFO ] [main      ] Fetching symbol history for BFS...
[2025-12-16T20:36:00.247908] [DEBUG] [REMOTE    ] BFS: Fetching historical data.
[2025-12-16T20:36:00.248916] [INFO ] [main      ] Progress: 209/435 forecasts completed (48.0%). EBC finished in 1.1s. ETA: 37.8s. Rate: 358.89 forecasts/min
[2025-12-16T20:36:00.264511] [DEBUG] [REMOTE    ] BFS: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:00.265596] [DEBUG] [LOCAL     ] Loaded configuration for BFS: 3 features, N/A% accuracy
[2025-12-16T20:36:00.265671] [INFO ] [LOCAL     ] BFS: Loaded 3 optimal features with 62.67% confidence from JSON config
[2025-12-16T20:36:00.265709] [DEBUG] [MAG       ] Building data for symbol: BFS with lookback: 0
[2025-12-16T20:36:00.266918] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-16T20:36:00.266998] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:36:00.272667] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-16T20:36:00.274251] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-16T20:36:00.275042] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:00.500095] [DEBUG] [MAG       ] OPAL: Last date is validated at 2025-12-16
[2025-12-16T20:36:00.683469] [DEBUG] [MAG       ] CSQ: Last date is validated at 2025-12-16
[2025-12-16T20:36:00.704846] [DEBUG] [MAG       ] BFS: Last date is validated at 2025-12-16
[2025-12-16T20:36:00.705911] [DEBUG] [MAG       ] OPAL: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:00.745056] [DEBUG] [MAG       ] HYMC: Last date is validated at 2025-12-16
[2025-12-16T20:36:00.764020] [INFO ] [LOCAL     ] OPAL: Saved forecast.
[2025-12-16T20:36:00.764097] [INFO ] [main      ] OPAL: Signal=1 (Conf=90.0%), Magnitude=-4.06% (Conf=45.3159%)
[2025-12-16T20:36:00.764444] [INFO ] [main      ] Progress: 210/435 forecasts completed (48.3%). OPAL finished in 0.8s. ETA: 38.0s. Rate: 355.36 forecasts/min
[2025-12-16T20:36:00.764582] [INFO ] [main      ] Fetching symbol history for ARCC...
[2025-12-16T20:36:00.764626] [DEBUG] [REMOTE    ] ARCC: Fetching historical data.
[2025-12-16T20:36:00.775427] [DEBUG] [REMOTE    ] ARCC: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:00.776629] [DEBUG] [LOCAL     ] Loaded configuration for ARCC: 6 features, N/A% accuracy
[2025-12-16T20:36:00.776688] [INFO ] [LOCAL     ] ARCC: Loaded 6 optimal features with 55.11% confidence from JSON config
[2025-12-16T20:36:00.776720] [DEBUG] [MAG       ] Building data for symbol: ARCC with lookback: 0
[2025-12-16T20:36:00.777541] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-16T20:36:00.777621] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:00.779342] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:36:00.783098] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:36:00.783483] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:36:00.783915] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-16T20:36:00.785043] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-16T20:36:00.790101] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:00.947231] [DEBUG] [MAG       ] CSQ: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:00.964115] [DEBUG] [MAG       ] BFS: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:00.986768] [DEBUG] [MAG       ] HYMC: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:01.013386] [INFO ] [LOCAL     ] CSQ: Saved forecast.
[2025-12-16T20:36:01.013454] [INFO ] [main      ] CSQ: Signal=1 (Conf=90.0%), Magnitude=-0.30% (Conf=46.2726%)
[2025-12-16T20:36:01.013853] [INFO ] [main      ] Progress: 211/435 forecasts completed (48.5%). CSQ finished in 1.0s. ETA: 37.9s. Rate: 354.56 forecasts/min
[2025-12-16T20:36:01.014038] [INFO ] [main      ] Fetching symbol history for BEP...
[2025-12-16T20:36:01.014085] [DEBUG] [REMOTE    ] BEP: Fetching historical data.
[2025-12-16T20:36:01.025562] [DEBUG] [REMOTE    ] BEP: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:01.026724] [DEBUG] [LOCAL     ] Loaded configuration for BEP: 5 features, N/A% accuracy
[2025-12-16T20:36:01.026787] [INFO ] [LOCAL     ] BEP: Loaded 5 optimal features with 43.13% confidence from JSON config
[2025-12-16T20:36:01.026821] [DEBUG] [MAG       ] Building data for symbol: BEP with lookback: 0
[2025-12-16T20:36:01.027769] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-16T20:36:01.027837] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:01.029937] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:36:01.030531] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:36:01.031022] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-16T20:36:01.031837] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-16T20:36:01.033778] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:01.034756] [INFO ] [LOCAL     ] BFS: Saved forecast.
[2025-12-16T20:36:01.034825] [INFO ] [main      ] BFS: Signal=1 (Conf=90.0%), Magnitude=-0.95% (Conf=62.6656%)
[2025-12-16T20:36:01.034997] [INFO ] [main      ] Fetching symbol history for PTGX...
[2025-12-16T20:36:01.035042] [DEBUG] [REMOTE    ] PTGX: Fetching historical data.
[2025-12-16T20:36:01.035969] [INFO ] [main      ] Progress: 212/435 forecasts completed (48.7%). BFS finished in 0.8s. ETA: 37.6s. Rate: 356.02 forecasts/min
[2025-12-16T20:36:01.046197] [DEBUG] [REMOTE    ] PTGX: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:01.048865] [DEBUG] [LOCAL     ] Loaded configuration for PTGX: 4 features, N/A% accuracy
[2025-12-16T20:36:01.048924] [INFO ] [LOCAL     ] PTGX: Loaded 4 optimal features with 56.85% confidence from JSON config
[2025-12-16T20:36:01.048956] [DEBUG] [MAG       ] Building data for symbol: PTGX with lookback: 0
[2025-12-16T20:36:01.049797] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-16T20:36:01.049856] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:36:01.054435] [INFO ] [LOCAL     ] HYMC: Saved forecast.
[2025-12-16T20:36:01.054503] [INFO ] [main      ] HYMC: Signal=1 (Conf=90.0%), Magnitude=-3.52% (Conf=54.3835%)
[2025-12-16T20:36:01.054602] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:01.054680] [INFO ] [main      ] Fetching symbol history for VRTX...
[2025-12-16T20:36:01.054724] [DEBUG] [REMOTE    ] VRTX: Fetching historical data.
[2025-12-16T20:36:01.055966] [INFO ] [main      ] Progress: 213/435 forecasts completed (49.0%). HYMC finished in 1.1s. ETA: 37.3s. Rate: 357.50 forecasts/min
[2025-12-16T20:36:01.056350] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:36:01.056916] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:36:01.057301] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:01.066724] [DEBUG] [REMOTE    ] VRTX: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:01.067850] [DEBUG] [LOCAL     ] Loaded configuration for VRTX: 6 features, N/A% accuracy
[2025-12-16T20:36:01.067915] [INFO ] [LOCAL     ] VRTX: Loaded 6 optimal features with 51.72% confidence from JSON config
[2025-12-16T20:36:01.067949] [DEBUG] [MAG       ] Building data for symbol: VRTX with lookback: 0
[2025-12-16T20:36:01.068820] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-16T20:36:01.068884] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:01.070627] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:36:01.071144] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:36:01.071530] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-16T20:36:01.072287] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-16T20:36:01.074660] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-16T20:36:01.076329] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:01.238771] [DEBUG] [MAG       ] ARCC: Last date is validated at 2025-12-16
[2025-12-16T20:36:01.392900] [DEBUG] [MAG       ] PTGX: Last date is validated at 2025-12-16
[2025-12-16T20:36:01.397419] [DEBUG] [MAG       ] BEP: Last date is validated at 2025-12-16
[2025-12-16T20:36:01.414194] [DEBUG] [MAG       ] ARCC: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:01.445561] [DEBUG] [MAG       ] VRTX: Last date is validated at 2025-12-16
[2025-12-16T20:36:01.480530] [INFO ] [LOCAL     ] ARCC: Saved forecast.
[2025-12-16T20:36:01.480615] [INFO ] [main      ] ARCC: Signal=1 (Conf=90.0%), Magnitude=-0.74% (Conf=55.1053%)
[2025-12-16T20:36:01.480947] [INFO ] [main      ] Fetching symbol history for AEHL...
[2025-12-16T20:36:01.480999] [DEBUG] [REMOTE    ] AEHL: Fetching historical data.
[2025-12-16T20:36:01.481660] [INFO ] [main      ] Progress: 214/435 forecasts completed (49.2%). ARCC finished in 0.7s. ETA: 37.4s. Rate: 354.95 forecasts/min
[2025-12-16T20:36:01.492366] [DEBUG] [REMOTE    ] AEHL: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:01.493187] [DEBUG] [LOCAL     ] Loaded configuration for AEHL: 5 features, N/A% accuracy
[2025-12-16T20:36:01.493243] [INFO ] [LOCAL     ] AEHL: Loaded 5 optimal features with 38.11% confidence from JSON config
[2025-12-16T20:36:01.493275] [DEBUG] [MAG       ] Building data for symbol: AEHL with lookback: 0
[2025-12-16T20:36:01.494063] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-16T20:36:01.494123] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:36:01.498897] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:01.500710] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:36:01.503447] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:36:01.503849] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-16T20:36:01.504606] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:01.563251] [DEBUG] [MAG       ] PTGX: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:01.569390] [DEBUG] [MAG       ] BEP: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:01.612733] [DEBUG] [MAG       ] VRTX: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:01.642711] [INFO ] [LOCAL     ] BEP: Saved forecast.
[2025-12-16T20:36:01.642790] [INFO ] [main      ] BEP: Signal=1 (Conf=90.0%), Magnitude=0.59% (Conf=43.1255%)
[2025-12-16T20:36:01.643246] [INFO ] [main      ] Progress: 215/435 forecasts completed (49.4%). BEP finished in 0.6s. ETA: 37.2s. Rate: 355.03 forecasts/min
[2025-12-16T20:36:01.643365] [INFO ] [main      ] Fetching symbol history for LEVI...
[2025-12-16T20:36:01.643410] [DEBUG] [REMOTE    ] LEVI: Fetching historical data.
[2025-12-16T20:36:01.654648] [DEBUG] [REMOTE    ] LEVI: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:01.655483] [DEBUG] [LOCAL     ] Loaded configuration for LEVI: 14 features, N/A% accuracy
[2025-12-16T20:36:01.655534] [INFO ] [LOCAL     ] LEVI: Loaded 14 optimal features with 60.36% confidence from JSON config
[2025-12-16T20:36:01.655565] [DEBUG] [MAG       ] Building data for symbol: LEVI with lookback: 0
[2025-12-16T20:36:01.656373] [DEBUG] [FEATURES  ] DataBuilder: Executing 14 feature methods.
[2025-12-16T20:36:01.656455] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:36:01.661599] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:01.663457] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:36:01.664000] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:36:01.664414] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-16T20:36:01.665225] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-16T20:36:01.665911] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-16T20:36:01.667046] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:36:01.667854] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-16T20:36:01.668954] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-16T20:36:01.670804] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-16T20:36:01.671876] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-16T20:36:01.672614] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-16T20:36:01.673745] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-16T20:36:01.675876] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:01.677417] [INFO ] [LOCAL     ] PTGX: Saved forecast.
[2025-12-16T20:36:01.677485] [INFO ] [main      ] PTGX: Signal=1 (Conf=90.0%), Magnitude=1.55% (Conf=56.8534%)
[2025-12-16T20:36:01.677931] [INFO ] [main      ] Fetching symbol history for QQQI...
[2025-12-16T20:36:01.677989] [DEBUG] [REMOTE    ] QQQI: Fetching historical data.
[2025-12-16T20:36:01.678658] [INFO ] [main      ] Progress: 216/435 forecasts completed (49.7%). PTGX finished in 0.6s. ETA: 36.9s. Rate: 356.33 forecasts/min
[2025-12-16T20:36:01.688694] [DEBUG] [REMOTE    ] QQQI: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:01.689620] [DEBUG] [LOCAL     ] Loaded configuration for QQQI: 6 features, N/A% accuracy
[2025-12-16T20:36:01.689673] [INFO ] [LOCAL     ] QQQI: Loaded 6 optimal features with 48.26% confidence from JSON config
[2025-12-16T20:36:01.689705] [DEBUG] [MAG       ] Building data for symbol: QQQI with lookback: 0
[2025-12-16T20:36:01.690481] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-16T20:36:01.690542] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:36:01.695279] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:01.697055] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:36:01.697528] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:36:01.697930] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-16T20:36:01.700314] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-16T20:36:01.701373] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:01.778374] [INFO ] [LOCAL     ] VRTX: Saved forecast.
[2025-12-16T20:36:01.778442] [INFO ] [main      ] VRTX: Signal=1 (Conf=90.0%), Magnitude=3.09% (Conf=51.7231%)
[2025-12-16T20:36:01.778821] [INFO ] [main      ] Fetching symbol history for BLK...
[2025-12-16T20:36:01.778872] [DEBUG] [REMOTE    ] BLK: Fetching historical data.
[2025-12-16T20:36:01.780675] [INFO ] [main      ] Progress: 217/435 forecasts completed (49.9%). VRTX finished in 0.7s. ETA: 36.6s. Rate: 356.98 forecasts/min
[2025-12-16T20:36:01.791524] [DEBUG] [REMOTE    ] BLK: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:01.792655] [DEBUG] [LOCAL     ] Loaded configuration for BLK: 1 features, N/A% accuracy
[2025-12-16T20:36:01.792715] [INFO ] [LOCAL     ] BLK: Loaded 1 optimal features with 57.98% confidence from JSON config
[2025-12-16T20:36:01.792746] [DEBUG] [MAG       ] Building data for symbol: BLK with lookback: 0
[2025-12-16T20:36:01.793643] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-16T20:36:01.793716] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:36:01.799421] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:01.844203] [DEBUG] [MAG       ] AEHL: Last date is validated at 2025-12-16
[2025-12-16T20:36:02.018659] [DEBUG] [MAG       ] AEHL: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:02.043646] [DEBUG] [MAG       ] LEVI: Last date is validated at 2025-12-16
[2025-12-16T20:36:02.044332] [DEBUG] [MAG       ] QQQI: Last date is validated at 2025-12-16
[2025-12-16T20:36:02.113346] [INFO ] [LOCAL     ] AEHL: Saved forecast.
[2025-12-16T20:36:02.113415] [INFO ] [main      ] AEHL: Signal=1 (Conf=90.0%), Magnitude=26.47% (Conf=38.1053%)
[2025-12-16T20:36:02.113823] [INFO ] [main      ] Fetching symbol history for WTBA...
[2025-12-16T20:36:02.113878] [DEBUG] [REMOTE    ] WTBA: Fetching historical data.
[2025-12-16T20:36:02.115669] [INFO ] [main      ] Progress: 218/435 forecasts completed (50.1%). AEHL finished in 0.6s. ETA: 36.6s. Rate: 355.36 forecasts/min
[2025-12-16T20:36:02.125969] [DEBUG] [REMOTE    ] WTBA: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:02.127102] [DEBUG] [LOCAL     ] Loaded configuration for WTBA: 9 features, N/A% accuracy
[2025-12-16T20:36:02.127162] [INFO ] [LOCAL     ] WTBA: Loaded 9 optimal features with 64.38% confidence from JSON config
[2025-12-16T20:36:02.127195] [DEBUG] [MAG       ] Building data for symbol: WTBA with lookback: 0
[2025-12-16T20:36:02.128018] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-16T20:36:02.128095] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:02.129985] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:36:02.130482] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:36:02.130885] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-16T20:36:02.131834] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-16T20:36:02.134693] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-16T20:36:02.135915] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-16T20:36:02.140250] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-16T20:36:02.141741] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-16T20:36:02.144802] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:02.162361] [DEBUG] [MAG       ] BLK: Last date is validated at 2025-12-16
[2025-12-16T20:36:02.215835] [DEBUG] [MAG       ] QQQI: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:02.224333] [DEBUG] [MAG       ] LEVI: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:02.291392] [INFO ] [LOCAL     ] QQQI: Saved forecast.
[2025-12-16T20:36:02.291458] [INFO ] [main      ] QQQI: Signal=1 (Conf=90.0%), Magnitude=-0.66% (Conf=48.2582%)
[2025-12-16T20:36:02.291632] [INFO ] [main      ] Fetching symbol history for MBIN...
[2025-12-16T20:36:02.291677] [DEBUG] [REMOTE    ] MBIN: Fetching historical data.
[2025-12-16T20:36:02.292687] [INFO ] [main      ] Progress: 219/435 forecasts completed (50.3%). QQQI finished in 0.6s. ETA: 36.5s. Rate: 355.28 forecasts/min
[2025-12-16T20:36:02.302337] [DEBUG] [REMOTE    ] MBIN: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:02.303248] [DEBUG] [LOCAL     ] Loaded configuration for MBIN: 2 features, N/A% accuracy
[2025-12-16T20:36:02.303306] [INFO ] [LOCAL     ] MBIN: Loaded 2 optimal features with 55.12% confidence from JSON config
[2025-12-16T20:36:02.303336] [DEBUG] [MAG       ] Building data for symbol: MBIN with lookback: 0
[2025-12-16T20:36:02.304114] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-16T20:36:02.304172] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-16T20:36:02.304887] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-16T20:36:02.306850] [INFO ] [LOCAL     ] LEVI: Saved forecast.
[2025-12-16T20:36:02.306917] [INFO ] [main      ] LEVI: Signal=1 (Conf=90.0%), Magnitude=2.55% (Conf=60.3632%)
[2025-12-16T20:36:02.307287] [INFO ] [main      ] Progress: 220/435 forecasts completed (50.6%). LEVI finished in 0.7s. ETA: 36.2s. Rate: 356.76 forecasts/min
[2025-12-16T20:36:02.307412] [INFO ] [main      ] Fetching symbol history for NXGL...
[2025-12-16T20:36:02.307454] [DEBUG] [REMOTE    ] NXGL: Fetching historical data.
[2025-12-16T20:36:02.317631] [DEBUG] [REMOTE    ] NXGL: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:02.318497] [DEBUG] [LOCAL     ] Loaded configuration for NXGL: 3 features, N/A% accuracy
[2025-12-16T20:36:02.318548] [INFO ] [LOCAL     ] NXGL: Loaded 3 optimal features with 49.28% confidence from JSON config
[2025-12-16T20:36:02.318602] [DEBUG] [MAG       ] Building data for symbol: NXGL with lookback: 0
[2025-12-16T20:36:02.319389] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-16T20:36:02.319448] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:36:02.324150] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-16T20:36:02.326637] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-16T20:36:02.330841] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:02.334053] [DEBUG] [MAG       ] BLK: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:02.343611] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:02.483677] [DEBUG] [MAG       ] WTBA: Last date is validated at 2025-12-16
[2025-12-16T20:36:02.504980] [INFO ] [LOCAL     ] BLK: Saved forecast.
[2025-12-16T20:36:02.505049] [INFO ] [main      ] BLK: Signal=1 (Conf=90.0%), Magnitude=-0.49% (Conf=57.9848%)
[2025-12-16T20:36:02.505743] [INFO ] [main      ] Fetching symbol history for EGY...
[2025-12-16T20:36:02.505796] [DEBUG] [REMOTE    ] EGY: Fetching historical data.
[2025-12-16T20:36:02.506655] [INFO ] [main      ] Progress: 221/435 forecasts completed (50.8%). BLK finished in 0.7s. ETA: 36.0s. Rate: 356.46 forecasts/min
[2025-12-16T20:36:02.517348] [DEBUG] [REMOTE    ] EGY: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:02.518493] [DEBUG] [LOCAL     ] Loaded configuration for EGY: 1 features, N/A% accuracy
[2025-12-16T20:36:02.518566] [INFO ] [LOCAL     ] EGY: Loaded 1 optimal features with 53.52% confidence from JSON config
[2025-12-16T20:36:02.518632] [DEBUG] [MAG       ] Building data for symbol: EGY with lookback: 0
[2025-12-16T20:36:02.519499] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-16T20:36:02.519558] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-16T20:36:02.520323] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:02.657501] [DEBUG] [MAG       ] WTBA: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:02.661271] [DEBUG] [MAG       ] NXGL: Last date is validated at 2025-12-16
[2025-12-16T20:36:02.684211] [DEBUG] [MAG       ] MBIN: Last date is validated at 2025-12-16
[2025-12-16T20:36:02.735098] [INFO ] [LOCAL     ] WTBA: Saved forecast.
[2025-12-16T20:36:02.735173] [INFO ] [main      ] WTBA: Signal=1 (Conf=90.0%), Magnitude=-0.17% (Conf=64.3834%)
[2025-12-16T20:36:02.735335] [INFO ] [main      ] Fetching symbol history for ARCO...
[2025-12-16T20:36:02.735380] [DEBUG] [REMOTE    ] ARCO: Fetching historical data.
[2025-12-16T20:36:02.737649] [INFO ] [main      ] Progress: 222/435 forecasts completed (51.0%). WTBA finished in 0.6s. ETA: 35.9s. Rate: 355.87 forecasts/min
[2025-12-16T20:36:02.747166] [DEBUG] [REMOTE    ] ARCO: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:02.748001] [DEBUG] [LOCAL     ] Loaded configuration for ARCO: 7 features, N/A% accuracy
[2025-12-16T20:36:02.748056] [INFO ] [LOCAL     ] ARCO: Loaded 7 optimal features with 55.72% confidence from JSON config
[2025-12-16T20:36:02.748088] [DEBUG] [MAG       ] Building data for symbol: ARCO with lookback: 0
[2025-12-16T20:36:02.748913] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-16T20:36:02.748978] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:36:02.754161] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-16T20:36:02.755959] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-16T20:36:02.799617] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-16T20:36:02.801252] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-16T20:36:02.804189] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-16T20:36:02.806354] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-16T20:36:02.807864] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:02.827814] [DEBUG] [MAG       ] NXGL: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:02.859721] [DEBUG] [MAG       ] MBIN: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:02.874392] [DEBUG] [MAG       ] EGY: Last date is validated at 2025-12-16
[2025-12-16T20:36:02.888607] [INFO ] [LOCAL     ] NXGL: Saved forecast.
[2025-12-16T20:36:02.888676] [INFO ] [main      ] NXGL: Signal=1 (Conf=90.0%), Magnitude=1.59% (Conf=49.2825%)
[2025-12-16T20:36:02.888982] [INFO ] [main      ] Fetching symbol history for AMPG...
[2025-12-16T20:36:02.889031] [DEBUG] [REMOTE    ] AMPG: Fetching historical data.
[2025-12-16T20:36:02.889999] [INFO ] [main      ] Progress: 223/435 forecasts completed (51.3%). NXGL finished in 0.6s. ETA: 35.7s. Rate: 356.02 forecasts/min
[2025-12-16T20:36:02.900679] [DEBUG] [REMOTE    ] AMPG: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:02.901761] [DEBUG] [LOCAL     ] Loaded configuration for AMPG: 1 features, N/A% accuracy
[2025-12-16T20:36:02.901813] [INFO ] [LOCAL     ] AMPG: Loaded 1 optimal features with 47.95% confidence from JSON config
[2025-12-16T20:36:02.901843] [DEBUG] [MAG       ] Building data for symbol: AMPG with lookback: 0
[2025-12-16T20:36:02.902625] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-16T20:36:02.902681] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-16T20:36:02.903652] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:02.940316] [INFO ] [LOCAL     ] MBIN: Saved forecast.
[2025-12-16T20:36:02.940385] [INFO ] [main      ] MBIN: Signal=1 (Conf=90.0%), Magnitude=4.14% (Conf=55.1157%)
[2025-12-16T20:36:02.940737] [INFO ] [main      ] Fetching symbol history for IGSB...
[2025-12-16T20:36:02.940790] [DEBUG] [REMOTE    ] IGSB: Fetching historical data.
[2025-12-16T20:36:02.941666] [INFO ] [main      ] Progress: 224/435 forecasts completed (51.5%). MBIN finished in 0.6s. ETA: 35.4s. Rate: 357.13 forecasts/min
[2025-12-16T20:36:02.951665] [DEBUG] [REMOTE    ] IGSB: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:02.952535] [DEBUG] [LOCAL     ] Loaded configuration for IGSB: 5 features, N/A% accuracy
[2025-12-16T20:36:02.952616] [INFO ] [LOCAL     ] IGSB: Loaded 5 optimal features with 25.76% confidence from JSON config
[2025-12-16T20:36:02.952650] [DEBUG] [MAG       ] Building data for symbol: IGSB with lookback: 0
[2025-12-16T20:36:02.953402] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-16T20:36:02.953462] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:02.955126] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:36:02.955651] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:36:02.956039] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-16T20:36:02.998294] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-16T20:36:02.999225] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:03.047761] [DEBUG] [MAG       ] EGY: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:03.100593] [INFO ] [LOCAL     ] EGY: Saved forecast.
[2025-12-16T20:36:03.100660] [INFO ] [main      ] EGY: Signal=1 (Conf=90.0%), Magnitude=2.15% (Conf=53.5245%)
[2025-12-16T20:36:03.101096] [INFO ] [main      ] Fetching symbol history for ABL...
[2025-12-16T20:36:03.101147] [DEBUG] [REMOTE    ] ABL: Fetching historical data.
[2025-12-16T20:36:03.101661] [INFO ] [main      ] Progress: 225/435 forecasts completed (51.7%). EGY finished in 0.6s. ETA: 35.3s. Rate: 357.20 forecasts/min
[2025-12-16T20:36:03.112198] [DEBUG] [REMOTE    ] ABL: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:03.113222] [DEBUG] [LOCAL     ] Loaded configuration for ABL: 5 features, N/A% accuracy
[2025-12-16T20:36:03.113273] [INFO ] [LOCAL     ] ABL: Loaded 5 optimal features with 53.75% confidence from JSON config
[2025-12-16T20:36:03.113303] [DEBUG] [MAG       ] Building data for symbol: ABL with lookback: 0
[2025-12-16T20:36:03.114093] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-16T20:36:03.114153] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:03.115869] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:36:03.116366] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:36:03.116768] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-16T20:36:03.119102] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-16T20:36:03.120157] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:03.150942] [DEBUG] [MAG       ] ARCO: Last date is validated at 2025-12-16
[2025-12-16T20:36:03.230544] [DEBUG] [MAG       ] AMPG: Last date is validated at 2025-12-16
[2025-12-16T20:36:03.320338] [DEBUG] [MAG       ] ARCO: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:03.334598] [DEBUG] [MAG       ] IGSB: Last date is validated at 2025-12-16
[2025-12-16T20:36:03.389543] [INFO ] [LOCAL     ] ARCO: Saved forecast.
[2025-12-16T20:36:03.389635] [INFO ] [main      ] ARCO: Signal=1 (Conf=90.0%), Magnitude=-1.13% (Conf=55.7169%)
[2025-12-16T20:36:03.390007] [INFO ] [main      ] Fetching symbol history for CF...
[2025-12-16T20:36:03.390059] [DEBUG] [REMOTE    ] CF: Fetching historical data.
[2025-12-16T20:36:03.391653] [INFO ] [main      ] Progress: 226/435 forecasts completed (52.0%). ARCO finished in 0.7s. ETA: 35.2s. Rate: 356.06 forecasts/min
[2025-12-16T20:36:03.395658] [DEBUG] [MAG       ] AMPG: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:03.402241] [DEBUG] [REMOTE    ] CF: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:03.403165] [DEBUG] [LOCAL     ] Loaded configuration for CF: 4 features, N/A% accuracy
[2025-12-16T20:36:03.403216] [INFO ] [LOCAL     ] CF: Loaded 4 optimal features with 59.27% confidence from JSON config
[2025-12-16T20:36:03.403248] [DEBUG] [MAG       ] Building data for symbol: CF with lookback: 0
[2025-12-16T20:36:03.404032] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-16T20:36:03.404092] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:03.405794] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:36:03.406292] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:36:03.406699] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-16T20:36:03.456762] [INFO ] [LOCAL     ] AMPG: Saved forecast.
[2025-12-16T20:36:03.456829] [INFO ] [main      ] AMPG: Signal=1 (Conf=90.0%), Magnitude=-7.99% (Conf=47.9484%)
[2025-12-16T20:36:03.457151] [INFO ] [main      ] Fetching symbol history for CGEN...
[2025-12-16T20:36:03.457199] [DEBUG] [REMOTE    ] CGEN: Fetching historical data.
[2025-12-16T20:36:03.458085] [INFO ] [main      ] Progress: 227/435 forecasts completed (52.2%). AMPG finished in 0.6s. ETA: 35.0s. Rate: 357.01 forecasts/min
[2025-12-16T20:36:03.463754] [DEBUG] [MAG       ] ABL: Last date is validated at 2025-12-16
[2025-12-16T20:36:03.468145] [DEBUG] [REMOTE    ] CGEN: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:03.469270] [DEBUG] [LOCAL     ] Loaded configuration for CGEN: 5 features, N/A% accuracy
[2025-12-16T20:36:03.469322] [INFO ] [LOCAL     ] CGEN: Loaded 5 optimal features with 61.48% confidence from JSON config
[2025-12-16T20:36:03.469353] [DEBUG] [MAG       ] Building data for symbol: CGEN with lookback: 0
[2025-12-16T20:36:03.470162] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-16T20:36:03.470225] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:03.471896] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:36:03.472387] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:36:03.472783] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-16T20:36:03.473981] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-16T20:36:03.502907] [DEBUG] [MAG       ] IGSB: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:03.518076] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:03.550860] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:03.562393] [INFO ] [LOCAL     ] IGSB: Saved forecast.
[2025-12-16T20:36:03.562459] [INFO ] [main      ] IGSB: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=25.7641%)
[2025-12-16T20:36:03.562839] [INFO ] [main      ] Fetching symbol history for RILY...
[2025-12-16T20:36:03.562904] [DEBUG] [REMOTE    ] RILY: Fetching historical data.
[2025-12-16T20:36:03.563668] [INFO ] [main      ] Progress: 228/435 forecasts completed (52.4%). IGSB finished in 0.6s. ETA: 34.7s. Rate: 357.59 forecasts/min
[2025-12-16T20:36:03.574057] [DEBUG] [REMOTE    ] RILY: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:03.575601] [DEBUG] [LOCAL     ] Loaded configuration for RILY: 3 features, N/A% accuracy
[2025-12-16T20:36:03.575653] [INFO ] [LOCAL     ] RILY: Loaded 3 optimal features with 50.52% confidence from JSON config
[2025-12-16T20:36:03.575685] [DEBUG] [MAG       ] Building data for symbol: RILY with lookback: 0
[2025-12-16T20:36:03.576472] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-16T20:36:03.576533] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-16T20:36:03.577454] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-16T20:36:03.578276] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-16T20:36:03.579455] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:03.643175] [DEBUG] [MAG       ] ABL: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:03.710779] [INFO ] [LOCAL     ] ABL: Saved forecast.
[2025-12-16T20:36:03.710855] [INFO ] [main      ] ABL: Signal=1 (Conf=90.0%), Magnitude=-1.33% (Conf=53.7471%)
[2025-12-16T20:36:03.711312] [INFO ] [main      ] Fetching symbol history for NEOG...
[2025-12-16T20:36:03.711365] [DEBUG] [REMOTE    ] NEOG: Fetching historical data.
[2025-12-16T20:36:03.711662] [INFO ] [main      ] Progress: 229/435 forecasts completed (52.6%). ABL finished in 0.6s. ETA: 34.5s. Rate: 357.78 forecasts/min
[2025-12-16T20:36:03.723476] [DEBUG] [REMOTE    ] NEOG: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:03.724459] [DEBUG] [LOCAL     ] Loaded configuration for NEOG: 3 features, N/A% accuracy
[2025-12-16T20:36:03.724516] [INFO ] [LOCAL     ] NEOG: Loaded 3 optimal features with 56.68% confidence from JSON config
[2025-12-16T20:36:03.724548] [DEBUG] [MAG       ] Building data for symbol: NEOG with lookback: 0
[2025-12-16T20:36:03.725489] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-16T20:36:03.725552] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-16T20:36:03.817516] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-16T20:36:03.819870] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-16T20:36:03.821399] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:03.859201] [DEBUG] [MAG       ] CF: Last date is validated at 2025-12-16
[2025-12-16T20:36:03.885074] [DEBUG] [MAG       ] CGEN: Last date is validated at 2025-12-16
[2025-12-16T20:36:03.920064] [DEBUG] [MAG       ] RILY: Last date is validated at 2025-12-16
[2025-12-16T20:36:04.034373] [DEBUG] [MAG       ] CF: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:04.053514] [DEBUG] [MAG       ] CGEN: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:04.096994] [DEBUG] [MAG       ] RILY: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:04.109626] [INFO ] [LOCAL     ] CGEN: Saved forecast.
[2025-12-16T20:36:04.109695] [INFO ] [main      ] CGEN: Signal=1 (Conf=90.0%), Magnitude=5.39% (Conf=61.4774%)
[2025-12-16T20:36:04.110050] [INFO ] [main      ] Progress: 230/435 forecasts completed (52.9%). CGEN finished in 0.7s. ETA: 34.6s. Rate: 355.65 forecasts/min
[2025-12-16T20:36:04.110170] [INFO ] [main      ] Fetching symbol history for RUSHA...
[2025-12-16T20:36:04.110212] [DEBUG] [REMOTE    ] RUSHA: Fetching historical data.
[2025-12-16T20:36:04.121019] [DEBUG] [REMOTE    ] RUSHA: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:04.121903] [DEBUG] [LOCAL     ] Loaded configuration for RUSHA: 5 features, N/A% accuracy
[2025-12-16T20:36:04.121954] [INFO ] [LOCAL     ] RUSHA: Loaded 5 optimal features with 58.04% confidence from JSON config
[2025-12-16T20:36:04.121994] [DEBUG] [MAG       ] Building data for symbol: RUSHA with lookback: 0
[2025-12-16T20:36:04.122762] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-16T20:36:04.122821] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:04.124706] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:36:04.125390] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:36:04.125795] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-16T20:36:04.143276] [INFO ] [LOCAL     ] CF: Saved forecast.
[2025-12-16T20:36:04.143348] [INFO ] [main      ] CF: Signal=1 (Conf=90.0%), Magnitude=0.89% (Conf=59.2726%)
[2025-12-16T20:36:04.143712] [INFO ] [main      ] Fetching symbol history for AUDC...
[2025-12-16T20:36:04.143765] [DEBUG] [REMOTE    ] AUDC: Fetching historical data.
[2025-12-16T20:36:04.144757] [INFO ] [main      ] Progress: 231/435 forecasts completed (53.1%). CF finished in 0.8s. ETA: 34.3s. Rate: 356.88 forecasts/min
[2025-12-16T20:36:04.156074] [DEBUG] [REMOTE    ] AUDC: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:04.157673] [DEBUG] [LOCAL     ] Loaded configuration for AUDC: 6 features, N/A% accuracy
[2025-12-16T20:36:04.157740] [INFO ] [LOCAL     ] AUDC: Loaded 6 optimal features with 55.32% confidence from JSON config
[2025-12-16T20:36:04.157773] [DEBUG] [MAG       ] Building data for symbol: AUDC with lookback: 0
[2025-12-16T20:36:04.158745] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-16T20:36:04.158821] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:36:04.164753] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-16T20:36:04.165891] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-16T20:36:04.165914] [INFO ] [LOCAL     ] RILY: Saved forecast.
[2025-12-16T20:36:04.165986] [INFO ] [main      ] RILY: Signal=1 (Conf=90.0%), Magnitude=63.01% (Conf=50.5151%)
[2025-12-16T20:36:04.166348] [INFO ] [main      ] Fetching symbol history for KEYS...
[2025-12-16T20:36:04.166398] [DEBUG] [REMOTE    ] KEYS: Fetching historical data.
[2025-12-16T20:36:04.166661] [INFO ] [main      ] Progress: 232/435 forecasts completed (53.3%). RILY finished in 0.6s. ETA: 34.0s. Rate: 358.22 forecasts/min
[2025-12-16T20:36:04.168165] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-16T20:36:04.174315] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-16T20:36:04.176224] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:04.178433] [DEBUG] [MAG       ] NEOG: Last date is validated at 2025-12-16
[2025-12-16T20:36:04.178665] [DEBUG] [REMOTE    ] KEYS: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:04.179874] [DEBUG] [LOCAL     ] Loaded configuration for KEYS: 6 features, N/A% accuracy
[2025-12-16T20:36:04.179932] [INFO ] [LOCAL     ] KEYS: Loaded 6 optimal features with 61.38% confidence from JSON config
[2025-12-16T20:36:04.179964] [DEBUG] [MAG       ] Building data for symbol: KEYS with lookback: 0
[2025-12-16T20:36:04.180756] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-16T20:36:04.180819] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:04.182861] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:36:04.183362] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-16T20:36:04.233217] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-16T20:36:04.251515] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-16T20:36:04.253154] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-16T20:36:04.253952] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-16T20:36:04.255028] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:04.257546] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-16T20:36:04.258773] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:04.344072] [DEBUG] [MAG       ] NEOG: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:04.415142] [INFO ] [LOCAL     ] NEOG: Saved forecast.
[2025-12-16T20:36:04.415210] [INFO ] [main      ] NEOG: Signal=1 (Conf=90.0%), Magnitude=3.54% (Conf=56.6818%)
[2025-12-16T20:36:04.415659] [INFO ] [main      ] Fetching symbol history for MRVL...
[2025-12-16T20:36:04.415712] [DEBUG] [REMOTE    ] MRVL: Fetching historical data.
[2025-12-16T20:36:04.415683] [INFO ] [main      ] Progress: 233/435 forecasts completed (53.6%). NEOG finished in 0.7s. ETA: 33.9s. Rate: 357.47 forecasts/min
[2025-12-16T20:36:04.426979] [DEBUG] [REMOTE    ] MRVL: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:04.428139] [DEBUG] [LOCAL     ] Loaded configuration for MRVL: 4 features, N/A% accuracy
[2025-12-16T20:36:04.428191] [INFO ] [LOCAL     ] MRVL: Loaded 4 optimal features with 62.31% confidence from JSON config
[2025-12-16T20:36:04.428222] [DEBUG] [MAG       ] Building data for symbol: MRVL with lookback: 0
[2025-12-16T20:36:04.429026] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-16T20:36:04.429084] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-16T20:36:04.467124] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-16T20:36:04.468489] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-16T20:36:04.470293] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-16T20:36:04.472983] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:04.510776] [DEBUG] [MAG       ] RUSHA: Last date is validated at 2025-12-16
[2025-12-16T20:36:04.592350] [DEBUG] [MAG       ] KEYS: Last date is validated at 2025-12-16
[2025-12-16T20:36:04.607905] [DEBUG] [MAG       ] AUDC: Last date is validated at 2025-12-16
[2025-12-16T20:36:04.674876] [DEBUG] [MAG       ] RUSHA: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:04.759626] [DEBUG] [MAG       ] KEYS: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:04.762460] [INFO ] [LOCAL     ] RUSHA: Saved forecast.
[2025-12-16T20:36:04.762527] [INFO ] [main      ] RUSHA: Signal=1 (Conf=90.0%), Magnitude=0.31% (Conf=58.0423%)
[2025-12-16T20:36:04.762893] [INFO ] [main      ] Fetching symbol history for EOD...
[2025-12-16T20:36:04.762943] [DEBUG] [REMOTE    ] EOD: Fetching historical data.
[2025-12-16T20:36:04.764653] [INFO ] [main      ] Progress: 234/435 forecasts completed (53.8%). RUSHA finished in 0.7s. ETA: 33.9s. Rate: 355.83 forecasts/min
[2025-12-16T20:36:04.773554] [DEBUG] [REMOTE    ] EOD: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:04.774636] [DEBUG] [LOCAL     ] Loaded configuration for EOD: 11 features, N/A% accuracy
[2025-12-16T20:36:04.775013] [INFO ] [LOCAL     ] EOD: Loaded 11 optimal features with 25.30% confidence from JSON config
[2025-12-16T20:36:04.775055] [DEBUG] [MAG       ] Building data for symbol: EOD with lookback: 0
[2025-12-16T20:36:04.775874] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-12-16T20:36:04.775939] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:04.777604] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:36:04.778125] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:36:04.778507] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-16T20:36:04.778765] [DEBUG] [MAG       ] AUDC: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:04.780174] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-16T20:36:04.816014] [DEBUG] [MAG       ] MRVL: Last date is validated at 2025-12-16
[2025-12-16T20:36:04.818469] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-16T20:36:04.819789] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-16T20:36:04.821009] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-16T20:36:04.823020] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-16T20:36:04.840636] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-16T20:36:04.842286] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-16T20:36:04.843816] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:04.846230] [INFO ] [LOCAL     ] AUDC: Saved forecast.
[2025-12-16T20:36:04.846297] [INFO ] [main      ] AUDC: Signal=1 (Conf=90.0%), Magnitude=-3.01% (Conf=55.3167%)
[2025-12-16T20:36:04.846447] [INFO ] [main      ] Fetching symbol history for LSPD...
[2025-12-16T20:36:04.846490] [DEBUG] [REMOTE    ] LSPD: Fetching historical data.
[2025-12-16T20:36:04.847155] [INFO ] [main      ] Progress: 235/435 forecasts completed (54.0%). AUDC finished in 0.7s. ETA: 33.7s. Rate: 356.61 forecasts/min
[2025-12-16T20:36:04.860317] [DEBUG] [REMOTE    ] LSPD: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:04.861424] [DEBUG] [LOCAL     ] Loaded configuration for LSPD: 5 features, N/A% accuracy
[2025-12-16T20:36:04.861484] [INFO ] [LOCAL     ] LSPD: Loaded 5 optimal features with 50.65% confidence from JSON config
[2025-12-16T20:36:04.861516] [DEBUG] [MAG       ] Building data for symbol: LSPD with lookback: 0
[2025-12-16T20:36:04.862322] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-16T20:36:04.862385] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:36:04.867233] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:04.869288] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:36:04.869769] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-16T20:36:04.870892] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-16T20:36:04.872882] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:04.890361] [INFO ] [LOCAL     ] KEYS: Saved forecast.
[2025-12-16T20:36:04.890427] [INFO ] [main      ] KEYS: Signal=1 (Conf=90.0%), Magnitude=0.78% (Conf=61.376%)
[2025-12-16T20:36:04.890599] [INFO ] [main      ] Fetching symbol history for ARI...
[2025-12-16T20:36:04.890645] [DEBUG] [REMOTE    ] ARI: Fetching historical data.
[2025-12-16T20:36:04.892689] [INFO ] [main      ] Progress: 236/435 forecasts completed (54.3%). KEYS finished in 0.7s. ETA: 33.4s. Rate: 357.71 forecasts/min
[2025-12-16T20:36:04.901763] [DEBUG] [REMOTE    ] ARI: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:04.902554] [DEBUG] [LOCAL     ] Loaded configuration for ARI: 4 features, N/A% accuracy
[2025-12-16T20:36:04.902631] [INFO ] [LOCAL     ] ARI: Loaded 4 optimal features with 61.19% confidence from JSON config
[2025-12-16T20:36:04.902664] [DEBUG] [MAG       ] Building data for symbol: ARI with lookback: 0
[2025-12-16T20:36:04.903416] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-16T20:36:04.903476] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:36:04.908417] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:04.910516] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:36:04.911050] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:36:04.911439] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:04.986504] [DEBUG] [MAG       ] MRVL: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:05.107205] [INFO ] [LOCAL     ] MRVL: Saved forecast.
[2025-12-16T20:36:05.107273] [INFO ] [main      ] MRVL: Signal=1 (Conf=90.0%), Magnitude=0.59% (Conf=62.3143%)
[2025-12-16T20:36:05.107670] [INFO ] [main      ] Fetching symbol history for SMTC...
[2025-12-16T20:36:05.107731] [DEBUG] [REMOTE    ] SMTC: Fetching historical data.
[2025-12-16T20:36:05.108647] [INFO ] [main      ] Progress: 237/435 forecasts completed (54.5%). MRVL finished in 0.7s. ETA: 33.3s. Rate: 357.28 forecasts/min
[2025-12-16T20:36:05.120918] [DEBUG] [REMOTE    ] SMTC: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:05.121770] [DEBUG] [LOCAL     ] Loaded configuration for SMTC: 4 features, N/A% accuracy
[2025-12-16T20:36:05.121826] [INFO ] [LOCAL     ] SMTC: Loaded 4 optimal features with 56.72% confidence from JSON config
[2025-12-16T20:36:05.121858] [DEBUG] [MAG       ] Building data for symbol: SMTC with lookback: 0
[2025-12-16T20:36:05.122669] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-16T20:36:05.122730] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:36:05.127564] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:05.129417] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:36:05.129940] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:36:05.130329] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:05.184825] [DEBUG] [MAG       ] EOD: Last date is validated at 2025-12-16
[2025-12-16T20:36:05.212626] [DEBUG] [MAG       ] LSPD: Last date is validated at 2025-12-16
[2025-12-16T20:36:05.256769] [DEBUG] [MAG       ] ARI: Last date is validated at 2025-12-16
[2025-12-16T20:36:05.349431] [DEBUG] [MAG       ] EOD: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:05.378384] [DEBUG] [MAG       ] LSPD: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:05.422032] [DEBUG] [MAG       ] ARI: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:05.449089] [INFO ] [LOCAL     ] LSPD: Saved forecast.
[2025-12-16T20:36:05.449173] [INFO ] [main      ] LSPD: Signal=1 (Conf=90.0%), Magnitude=4.74% (Conf=50.6472%)
[2025-12-16T20:36:05.449551] [INFO ] [main      ] Fetching symbol history for EVSD...
[2025-12-16T20:36:05.449625] [DEBUG] [REMOTE    ] EVSD: Fetching historical data.
[2025-12-16T20:36:05.449608] [INFO ] [main      ] Progress: 238/435 forecasts completed (54.7%). LSPD finished in 0.6s. ETA: 33.2s. Rate: 355.74 forecasts/min
[2025-12-16T20:36:05.460053] [DEBUG] [REMOTE    ] EVSD: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:05.461023] [DEBUG] [LOCAL     ] Loaded configuration for EVSD: 7 features, N/A% accuracy
[2025-12-16T20:36:05.461091] [INFO ] [LOCAL     ] EVSD: Loaded 7 optimal features with 27.71% confidence from JSON config
[2025-12-16T20:36:05.461129] [DEBUG] [MAG       ] Building data for symbol: EVSD with lookback: 0
[2025-12-16T20:36:05.461907] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-16T20:36:05.461970] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-16T20:36:05.464392] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-16T20:36:05.466129] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-16T20:36:05.472698] [DEBUG] [MAG       ] SMTC: Last date is validated at 2025-12-16
[2025-12-16T20:36:05.481663] [INFO ] [LOCAL     ] ARI: Saved forecast.
[2025-12-16T20:36:05.481733] [INFO ] [main      ] ARI: Signal=1 (Conf=90.0%), Magnitude=0.87% (Conf=61.1927%)
[2025-12-16T20:36:05.481896] [INFO ] [main      ] Fetching symbol history for STE...
[2025-12-16T20:36:05.481943] [DEBUG] [REMOTE    ] STE: Fetching historical data.
[2025-12-16T20:36:05.482858] [INFO ] [main      ] Progress: 239/435 forecasts completed (54.9%). ARI finished in 0.6s. ETA: 32.9s. Rate: 356.94 forecasts/min
[2025-12-16T20:36:05.488484] [INFO ] [LOCAL     ] EOD: Saved forecast.
[2025-12-16T20:36:05.488551] [INFO ] [main      ] EOD: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=25.2952%)
[2025-12-16T20:36:05.488955] [INFO ] [main      ] Fetching symbol history for PKX...
[2025-12-16T20:36:05.489016] [DEBUG] [REMOTE    ] PKX: Fetching historical data.
[2025-12-16T20:36:05.489649] [INFO ] [main      ] Progress: 240/435 forecasts completed (55.2%). EOD finished in 0.7s. ETA: 32.6s. Rate: 358.37 forecasts/min
[2025-12-16T20:36:05.493307] [DEBUG] [REMOTE    ] STE: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:05.494325] [DEBUG] [LOCAL     ] Loaded configuration for STE: 5 features, N/A% accuracy
[2025-12-16T20:36:05.494379] [INFO ] [LOCAL     ] STE: Loaded 5 optimal features with 48.81% confidence from JSON config
[2025-12-16T20:36:05.494421] [DEBUG] [MAG       ] Building data for symbol: STE with lookback: 0
[2025-12-16T20:36:05.495238] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-16T20:36:05.495313] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:05.497039] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:36:05.497550] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:36:05.497976] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-16T20:36:05.498939] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-16T20:36:05.499996] [DEBUG] [REMOTE    ] PKX: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:05.500938] [DEBUG] [LOCAL     ] Loaded configuration for PKX: 3 features, N/A% accuracy
[2025-12-16T20:36:05.500999] [INFO ] [LOCAL     ] PKX: Loaded 3 optimal features with 48.58% confidence from JSON config
[2025-12-16T20:36:05.501038] [DEBUG] [MAG       ] Building data for symbol: PKX with lookback: 0
[2025-12-16T20:36:05.501739] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:05.501905] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-16T20:36:05.501968] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-16T20:36:05.513771] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-16T20:36:05.519019] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-16T20:36:05.533204] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-16T20:36:05.534650] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-16T20:36:05.536103] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:05.543408] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-16T20:36:05.545050] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-16T20:36:05.546429] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:05.648655] [DEBUG] [MAG       ] SMTC: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:05.783082] [INFO ] [LOCAL     ] SMTC: Saved forecast.
[2025-12-16T20:36:05.783151] [INFO ] [main      ] SMTC: Signal=1 (Conf=90.0%), Magnitude=-1.95% (Conf=56.7246%)
[2025-12-16T20:36:05.783663] [INFO ] [main      ] Progress: 241/435 forecasts completed (55.4%). SMTC finished in 0.7s. ETA: 32.6s. Rate: 357.25 forecasts/min
[2025-12-16T20:36:05.783606] [INFO ] [main      ] Fetching symbol history for TWG...
[2025-12-16T20:36:05.784000] [DEBUG] [REMOTE    ] TWG: Fetching historical data.
[2025-12-16T20:36:05.800342] [DEBUG] [REMOTE    ] TWG: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:05.801222] [DEBUG] [LOCAL     ] Loaded configuration for TWG: 2 features, N/A% accuracy
[2025-12-16T20:36:05.801272] [INFO ] [LOCAL     ] TWG: Loaded 2 optimal features with 18.26% confidence from JSON config
[2025-12-16T20:36:05.801303] [DEBUG] [MAG       ] Building data for symbol: TWG with lookback: 0
[2025-12-16T20:36:05.802125] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-16T20:36:05.802185] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-16T20:36:05.802924] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-16T20:36:05.871874] [DEBUG] [MAG       ] STE: Last date is validated at 2025-12-16
[2025-12-16T20:36:05.889598] [DEBUG] [MAG       ] EVSD: Last date is validated at 2025-12-16
[2025-12-16T20:36:05.901463] [DEBUG] [MAG       ] PKX: Last date is validated at 2025-12-16
[2025-12-16T20:36:05.913006] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:06.038198] [DEBUG] [MAG       ] STE: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:06.060484] [DEBUG] [MAG       ] EVSD: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:06.065910] [DEBUG] [MAG       ] PKX: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:06.151811] [INFO ] [LOCAL     ] STE: Saved forecast.
[2025-12-16T20:36:06.151883] [INFO ] [main      ] STE: Signal=1 (Conf=90.0%), Magnitude=1.02% (Conf=48.8129%)
[2025-12-16T20:36:06.152045] [INFO ] [main      ] Fetching symbol history for AMGN...
[2025-12-16T20:36:06.152117] [DEBUG] [REMOTE    ] AMGN: Fetching historical data.
[2025-12-16T20:36:06.153997] [INFO ] [main      ] Progress: 242/435 forecasts completed (55.6%). STE finished in 0.7s. ETA: 32.6s. Rate: 355.48 forecasts/min
[2025-12-16T20:36:06.164318] [DEBUG] [REMOTE    ] AMGN: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:06.165200] [DEBUG] [LOCAL     ] Loaded configuration for AMGN: 7 features, N/A% accuracy
[2025-12-16T20:36:06.165254] [INFO ] [LOCAL     ] AMGN: Loaded 7 optimal features with 52.93% confidence from JSON config
[2025-12-16T20:36:06.165288] [DEBUG] [MAG       ] Building data for symbol: AMGN with lookback: 0
[2025-12-16T20:36:06.166097] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-16T20:36:06.166177] [INFO ] [LOCAL     ] PKX: Saved forecast.
[2025-12-16T20:36:06.166259] [INFO ] [main      ] PKX: Signal=1 (Conf=90.0%), Magnitude=-1.43% (Conf=48.5815%)
[2025-12-16T20:36:06.166161] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:06.166736] [INFO ] [main      ] Fetching symbol history for VLRS...
[2025-12-16T20:36:06.166800] [DEBUG] [REMOTE    ] VLRS: Fetching historical data.
[2025-12-16T20:36:06.168399] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:36:06.168646] [INFO ] [main      ] Progress: 243/435 forecasts completed (55.9%). PKX finished in 0.7s. ETA: 32.3s. Rate: 356.82 forecasts/min
[2025-12-16T20:36:06.169111] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:36:06.169741] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-16T20:36:06.170677] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-16T20:36:06.179386] [DEBUG] [REMOTE    ] VLRS: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:06.180274] [DEBUG] [LOCAL     ] Loaded configuration for VLRS: 9 features, N/A% accuracy
[2025-12-16T20:36:06.180325] [INFO ] [LOCAL     ] VLRS: Loaded 9 optimal features with 55.02% confidence from JSON config
[2025-12-16T20:36:06.180356] [DEBUG] [MAG       ] Building data for symbol: VLRS with lookback: 0
[2025-12-16T20:36:06.181142] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-16T20:36:06.181205] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:36:06.186778] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:06.188597] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:36:06.188856] [INFO ] [LOCAL     ] EVSD: Saved forecast.
[2025-12-16T20:36:06.188926] [INFO ] [main      ] EVSD: Signal=1 (Conf=90.0%), Magnitude=-0.01% (Conf=27.7051%)
[2025-12-16T20:36:06.189055] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:36:06.189402] [INFO ] [main      ] Fetching symbol history for MAXI...
[2025-12-16T20:36:06.189455] [DEBUG] [REMOTE    ] MAXI: Fetching historical data.
[2025-12-16T20:36:06.189459] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-16T20:36:06.189645] [INFO ] [main      ] Progress: 244/435 forecasts completed (56.1%). EVSD finished in 0.7s. ETA: 32.0s. Rate: 358.11 forecasts/min
[2025-12-16T20:36:06.190347] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-16T20:36:06.191432] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-16T20:36:06.201744] [DEBUG] [REMOTE    ] MAXI: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:06.202740] [DEBUG] [LOCAL     ] Loaded configuration for MAXI: 6 features, N/A% accuracy
[2025-12-16T20:36:06.202798] [INFO ] [LOCAL     ] MAXI: Loaded 6 optimal features with 43.99% confidence from JSON config
[2025-12-16T20:36:06.202830] [DEBUG] [MAG       ] Building data for symbol: MAXI with lookback: 0
[2025-12-16T20:36:06.203623] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-16T20:36:06.203687] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:36:06.208539] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:06.210390] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:36:06.210889] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-16T20:36:06.212890] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-16T20:36:06.213626] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-16T20:36:06.215215] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:06.253638] [DEBUG] [MAG       ] TWG: Last date is validated at 2025-12-16
[2025-12-16T20:36:06.271794] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-16T20:36:06.273347] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-16T20:36:06.275828] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:06.287116] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-16T20:36:06.289467] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-16T20:36:06.290211] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:06.422472] [DEBUG] [MAG       ] TWG: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:06.549786] [DEBUG] [MAG       ] MAXI: Last date is validated at 2025-12-16
[2025-12-16T20:36:06.609805] [DEBUG] [MAG       ] VLRS: Last date is validated at 2025-12-16
[2025-12-16T20:36:06.624547] [INFO ] [LOCAL     ] TWG: Saved forecast.
[2025-12-16T20:36:06.624633] [INFO ] [main      ] TWG: Signal=1 (Conf=90.0%), Magnitude=-10201.38% (Conf=18.2589%)
[2025-12-16T20:36:06.625018] [INFO ] [main      ] Fetching symbol history for TRI...
[2025-12-16T20:36:06.625069] [DEBUG] [REMOTE    ] TRI: Fetching historical data.
[2025-12-16T20:36:06.626656] [INFO ] [main      ] Progress: 245/435 forecasts completed (56.3%). TWG finished in 0.8s. ETA: 32.0s. Rate: 355.77 forecasts/min
[2025-12-16T20:36:06.628785] [DEBUG] [MAG       ] AMGN: Last date is validated at 2025-12-16
[2025-12-16T20:36:06.637332] [DEBUG] [REMOTE    ] TRI: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:06.638418] [DEBUG] [LOCAL     ] Loaded configuration for TRI: 4 features, N/A% accuracy
[2025-12-16T20:36:06.638478] [INFO ] [LOCAL     ] TRI: Loaded 4 optimal features with 57.28% confidence from JSON config
[2025-12-16T20:36:06.638511] [DEBUG] [MAG       ] Building data for symbol: TRI with lookback: 0
[2025-12-16T20:36:06.639377] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-16T20:36:06.639455] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:06.641133] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:36:06.641674] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-16T20:36:06.642685] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-16T20:36:06.644640] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:06.718176] [DEBUG] [MAG       ] MAXI: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:06.773676] [DEBUG] [MAG       ] VLRS: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:06.796373] [DEBUG] [MAG       ] AMGN: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:06.815131] [INFO ] [LOCAL     ] MAXI: Saved forecast.
[2025-12-16T20:36:06.815202] [INFO ] [main      ] MAXI: Signal=1 (Conf=90.0%), Magnitude=0.48% (Conf=43.9866%)
[2025-12-16T20:36:06.815681] [INFO ] [main      ] Fetching symbol history for HBNC...
[2025-12-16T20:36:06.815733] [DEBUG] [REMOTE    ] HBNC: Fetching historical data.
[2025-12-16T20:36:06.816643] [INFO ] [main      ] Progress: 246/435 forecasts completed (56.6%). MAXI finished in 0.6s. ETA: 31.9s. Rate: 355.59 forecasts/min
[2025-12-16T20:36:06.827905] [DEBUG] [REMOTE    ] HBNC: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:06.828698] [DEBUG] [LOCAL     ] Loaded configuration for HBNC: 6 features, N/A% accuracy
[2025-12-16T20:36:06.828749] [INFO ] [LOCAL     ] HBNC: Loaded 6 optimal features with 53.07% confidence from JSON config
[2025-12-16T20:36:06.828778] [DEBUG] [MAG       ] Building data for symbol: HBNC with lookback: 0
[2025-12-16T20:36:06.829614] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-16T20:36:06.829675] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:06.831327] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:36:06.831854] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:36:06.832234] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-16T20:36:06.833110] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-16T20:36:06.840864] [INFO ] [LOCAL     ] VLRS: Saved forecast.
[2025-12-16T20:36:06.840932] [INFO ] [main      ] VLRS: Signal=1 (Conf=90.0%), Magnitude=2.24% (Conf=55.0169%)
[2025-12-16T20:36:06.841352] [INFO ] [main      ] Fetching symbol history for LKQ...
[2025-12-16T20:36:06.841403] [DEBUG] [REMOTE    ] LKQ: Fetching historical data.
[2025-12-16T20:36:06.841433] [INFO ] [main      ] Progress: 247/435 forecasts completed (56.8%). VLRS finished in 0.7s. ETA: 31.6s. Rate: 356.82 forecasts/min
[2025-12-16T20:36:06.852042] [DEBUG] [REMOTE    ] LKQ: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:06.853336] [DEBUG] [LOCAL     ] Loaded configuration for LKQ: 8 features, N/A% accuracy
[2025-12-16T20:36:06.853387] [INFO ] [LOCAL     ] LKQ: Loaded 8 optimal features with 57.66% confidence from JSON config
[2025-12-16T20:36:06.853418] [DEBUG] [MAG       ] Building data for symbol: LKQ with lookback: 0
[2025-12-16T20:36:06.854182] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-16T20:36:06.854243] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:36:06.858988] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:06.860780] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:36:06.861240] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:36:06.861686] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:36:06.862067] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-16T20:36:06.862929] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-16T20:36:06.865239] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-16T20:36:06.902752] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:06.927857] [INFO ] [LOCAL     ] AMGN: Saved forecast.
[2025-12-16T20:36:06.927927] [INFO ] [main      ] AMGN: Signal=1 (Conf=90.0%), Magnitude=-1.72% (Conf=52.9318%)
[2025-12-16T20:36:06.928322] [INFO ] [main      ] Progress: 248/435 forecasts completed (57.0%). AMGN finished in 0.8s. ETA: 31.4s. Rate: 357.52 forecasts/min
[2025-12-16T20:36:06.928448] [INFO ] [main      ] Fetching symbol history for GTY...
[2025-12-16T20:36:06.928494] [DEBUG] [REMOTE    ] GTY: Fetching historical data.
[2025-12-16T20:36:06.939879] [DEBUG] [REMOTE    ] GTY: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:06.940847] [DEBUG] [LOCAL     ] Loaded configuration for GTY: 4 features, N/A% accuracy
[2025-12-16T20:36:06.940903] [INFO ] [LOCAL     ] GTY: Loaded 4 optimal features with 59.69% confidence from JSON config
[2025-12-16T20:36:06.940935] [DEBUG] [MAG       ] Building data for symbol: GTY with lookback: 0
[2025-12-16T20:36:06.941161] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-16T20:36:06.941703] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-16T20:36:06.941763] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:36:06.943903] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:06.946466] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:06.948236] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:36:06.948722] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:36:06.949101] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:06.985440] [DEBUG] [MAG       ] TRI: Last date is validated at 2025-12-16
[2025-12-16T20:36:07.155056] [DEBUG] [MAG       ] TRI: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:07.236018] [DEBUG] [MAG       ] LKQ: Last date is validated at 2025-12-16
[2025-12-16T20:36:07.288463] [DEBUG] [MAG       ] HBNC: Last date is validated at 2025-12-16
[2025-12-16T20:36:07.293702] [DEBUG] [MAG       ] GTY: Last date is validated at 2025-12-16
[2025-12-16T20:36:07.294139] [INFO ] [LOCAL     ] TRI: Saved forecast.
[2025-12-16T20:36:07.294206] [INFO ] [main      ] TRI: Signal=1 (Conf=90.0%), Magnitude=0.71% (Conf=57.2798%)
[2025-12-16T20:36:07.294554] [INFO ] [main      ] Fetching symbol history for MGA...
[2025-12-16T20:36:07.294621] [DEBUG] [REMOTE    ] MGA: Fetching historical data.
[2025-12-16T20:36:07.294658] [INFO ] [main      ] Progress: 249/435 forecasts completed (57.2%). TRI finished in 0.7s. ETA: 31.4s. Rate: 355.83 forecasts/min
[2025-12-16T20:36:07.307469] [DEBUG] [REMOTE    ] MGA: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:07.308623] [DEBUG] [LOCAL     ] Loaded configuration for MGA: 4 features, N/A% accuracy
[2025-12-16T20:36:07.308676] [INFO ] [LOCAL     ] MGA: Loaded 4 optimal features with 64.55% confidence from JSON config
[2025-12-16T20:36:07.308708] [DEBUG] [MAG       ] Building data for symbol: MGA with lookback: 0
[2025-12-16T20:36:07.309541] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-16T20:36:07.309632] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-16T20:36:07.358765] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-16T20:36:07.361791] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-16T20:36:07.363152] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-16T20:36:07.364250] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:07.404997] [DEBUG] [MAG       ] LKQ: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:07.460009] [DEBUG] [MAG       ] HBNC: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:07.466567] [DEBUG] [MAG       ] GTY: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:07.499904] [INFO ] [LOCAL     ] LKQ: Saved forecast.
[2025-12-16T20:36:07.499976] [INFO ] [main      ] LKQ: Signal=1 (Conf=90.0%), Magnitude=-1.05% (Conf=57.6575%)
[2025-12-16T20:36:07.500310] [INFO ] [main      ] Fetching symbol history for VCSH...
[2025-12-16T20:36:07.500360] [DEBUG] [REMOTE    ] VCSH: Fetching historical data.
[2025-12-16T20:36:07.501368] [INFO ] [main      ] Progress: 250/435 forecasts completed (57.5%). LKQ finished in 0.7s. ETA: 31.2s. Rate: 355.50 forecasts/min
[2025-12-16T20:36:07.511188] [DEBUG] [REMOTE    ] VCSH: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:07.512362] [DEBUG] [LOCAL     ] Loaded configuration for VCSH: 5 features, N/A% accuracy
[2025-12-16T20:36:07.512415] [INFO ] [LOCAL     ] VCSH: Loaded 5 optimal features with 54.94% confidence from JSON config
[2025-12-16T20:36:07.512446] [DEBUG] [MAG       ] Building data for symbol: VCSH with lookback: 0
[2025-12-16T20:36:07.513214] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-16T20:36:07.513273] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:36:07.518022] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:07.519787] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:36:07.520248] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:36:07.520647] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-16T20:36:07.521368] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:07.530099] [INFO ] [LOCAL     ] HBNC: Saved forecast.
[2025-12-16T20:36:07.530166] [INFO ] [main      ] HBNC: Signal=1 (Conf=90.0%), Magnitude=-0.34% (Conf=53.0749%)
[2025-12-16T20:36:07.530510] [INFO ] [main      ] Fetching symbol history for FNKO...
[2025-12-16T20:36:07.530528] [INFO ] [main      ] Progress: 251/435 forecasts completed (57.7%). HBNC finished in 0.7s. ETA: 31.0s. Rate: 356.68 forecasts/min
[2025-12-16T20:36:07.530559] [DEBUG] [REMOTE    ] FNKO: Fetching historical data.
[2025-12-16T20:36:07.537982] [INFO ] [LOCAL     ] GTY: Saved forecast.
[2025-12-16T20:36:07.538058] [INFO ] [main      ] GTY: Signal=1 (Conf=90.0%), Magnitude=-0.94% (Conf=59.6899%)
[2025-12-16T20:36:07.538441] [INFO ] [main      ] Progress: 252/435 forecasts completed (57.9%). GTY finished in 0.6s. ETA: 30.7s. Rate: 358.03 forecasts/min
[2025-12-16T20:36:07.538561] [INFO ] [main      ] Fetching symbol history for OMF...
[2025-12-16T20:36:07.538627] [DEBUG] [REMOTE    ] OMF: Fetching historical data.
[2025-12-16T20:36:07.542054] [DEBUG] [REMOTE    ] FNKO: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:07.542762] [DEBUG] [LOCAL     ] Loaded configuration for FNKO: 4 features, N/A% accuracy
[2025-12-16T20:36:07.542813] [INFO ] [LOCAL     ] FNKO: Loaded 4 optimal features with 51.74% confidence from JSON config
[2025-12-16T20:36:07.542843] [DEBUG] [MAG       ] Building data for symbol: FNKO with lookback: 0
[2025-12-16T20:36:07.543613] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-16T20:36:07.543673] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-16T20:36:07.549806] [DEBUG] [REMOTE    ] OMF: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:07.551153] [DEBUG] [LOCAL     ] Loaded configuration for OMF: 8 features, N/A% accuracy
[2025-12-16T20:36:07.551217] [INFO ] [LOCAL     ] OMF: Loaded 8 optimal features with 51.23% confidence from JSON config
[2025-12-16T20:36:07.551251] [DEBUG] [MAG       ] Building data for symbol: OMF with lookback: 0
[2025-12-16T20:36:07.552161] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-16T20:36:07.552227] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:36:07.557174] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:07.558992] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:36:07.559505] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:36:07.559973] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:36:07.560403] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-16T20:36:07.601626] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-16T20:36:07.602501] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-16T20:36:07.603944] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:07.654034] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-16T20:36:07.655090] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-16T20:36:07.655756] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-16T20:36:07.659750] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:07.704715] [DEBUG] [MAG       ] MGA: Last date is validated at 2025-12-16
[2025-12-16T20:36:07.854896] [DEBUG] [MAG       ] VCSH: Last date is validated at 2025-12-16
[2025-12-16T20:36:07.875395] [DEBUG] [MAG       ] MGA: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:07.955692] [DEBUG] [MAG       ] OMF: Last date is validated at 2025-12-16
[2025-12-16T20:36:07.958532] [INFO ] [LOCAL     ] MGA: Saved forecast.
[2025-12-16T20:36:07.958614] [INFO ] [main      ] MGA: Signal=1 (Conf=90.0%), Magnitude=0.07% (Conf=64.553%)
[2025-12-16T20:36:07.959012] [INFO ] [main      ] Fetching symbol history for UXIN...
[2025-12-16T20:36:07.959065] [DEBUG] [REMOTE    ] UXIN: Fetching historical data.
[2025-12-16T20:36:07.960659] [INFO ] [main      ] Progress: 253/435 forecasts completed (58.2%). MGA finished in 0.7s. ETA: 30.7s. Rate: 355.90 forecasts/min
[2025-12-16T20:36:07.971491] [DEBUG] [REMOTE    ] UXIN: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:07.972785] [DEBUG] [LOCAL     ] Loaded configuration for UXIN: 8 features, N/A% accuracy
[2025-12-16T20:36:07.972844] [INFO ] [LOCAL     ] UXIN: Loaded 8 optimal features with 50.49% confidence from JSON config
[2025-12-16T20:36:07.972876] [DEBUG] [MAG       ] Building data for symbol: UXIN with lookback: 0
[2025-12-16T20:36:07.973743] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-16T20:36:07.973807] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-16T20:36:07.974541] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-16T20:36:08.009478] [DEBUG] [MAG       ] FNKO: Last date is validated at 2025-12-16
[2025-12-16T20:36:08.018619] [DEBUG] [MAG       ] VCSH: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:08.049819] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:08.051802] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:36:08.052290] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-16T20:36:08.053324] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-16T20:36:08.054962] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-16T20:36:08.056031] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-16T20:36:08.056714] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:08.073486] [INFO ] [LOCAL     ] VCSH: Saved forecast.
[2025-12-16T20:36:08.073560] [INFO ] [main      ] VCSH: Signal=1 (Conf=90.0%), Magnitude=-0.03% (Conf=54.9399%)
[2025-12-16T20:36:08.073741] [INFO ] [main      ] Fetching symbol history for PUBM...
[2025-12-16T20:36:08.073784] [DEBUG] [REMOTE    ] PUBM: Fetching historical data.
[2025-12-16T20:36:08.075649] [INFO ] [main      ] Progress: 254/435 forecasts completed (58.4%). VCSH finished in 0.6s. ETA: 30.5s. Rate: 356.34 forecasts/min
[2025-12-16T20:36:08.084469] [DEBUG] [REMOTE    ] PUBM: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:08.085546] [DEBUG] [LOCAL     ] Loaded configuration for PUBM: 4 features, N/A% accuracy
[2025-12-16T20:36:08.085633] [INFO ] [LOCAL     ] PUBM: Loaded 4 optimal features with 44.14% confidence from JSON config
[2025-12-16T20:36:08.085666] [DEBUG] [MAG       ] Building data for symbol: PUBM with lookback: 0
[2025-12-16T20:36:08.086426] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-16T20:36:08.086486] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:08.088168] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:36:08.088674] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:36:08.089128] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-16T20:36:08.124645] [DEBUG] [MAG       ] OMF: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:08.182325] [DEBUG] [MAG       ] FNKO: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:08.195895] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:08.222816] [INFO ] [LOCAL     ] OMF: Saved forecast.
[2025-12-16T20:36:08.222884] [INFO ] [main      ] OMF: Signal=1 (Conf=90.0%), Magnitude=1.24% (Conf=51.2296%)
[2025-12-16T20:36:08.223043] [INFO ] [main      ] Fetching symbol history for LCII...
[2025-12-16T20:36:08.223087] [DEBUG] [REMOTE    ] LCII: Fetching historical data.
[2025-12-16T20:36:08.224030] [INFO ] [main      ] Progress: 255/435 forecasts completed (58.6%). OMF finished in 0.7s. ETA: 30.3s. Rate: 356.51 forecasts/min
[2025-12-16T20:36:08.235406] [DEBUG] [REMOTE    ] LCII: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:08.236382] [DEBUG] [LOCAL     ] Loaded configuration for LCII: 7 features, N/A% accuracy
[2025-12-16T20:36:08.236434] [INFO ] [LOCAL     ] LCII: Loaded 7 optimal features with 43.66% confidence from JSON config
[2025-12-16T20:36:08.236466] [DEBUG] [MAG       ] Building data for symbol: LCII with lookback: 0
[2025-12-16T20:36:08.237301] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-16T20:36:08.237562] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:36:08.242539] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:08.244443] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:36:08.244949] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:36:08.245343] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-16T20:36:08.247791] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-16T20:36:08.249831] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-16T20:36:08.250712] [INFO ] [LOCAL     ] FNKO: Saved forecast.
[2025-12-16T20:36:08.250779] [INFO ] [main      ] FNKO: Signal=1 (Conf=90.0%), Magnitude=-10.43% (Conf=51.7373%)
[2025-12-16T20:36:08.251126] [INFO ] [main      ] Fetching symbol history for NAAS...
[2025-12-16T20:36:08.251175] [DEBUG] [REMOTE    ] NAAS: Fetching historical data.
[2025-12-16T20:36:08.251520] [INFO ] [main      ] Progress: 256/435 forecasts completed (58.9%). FNKO finished in 0.7s. ETA: 30.0s. Rate: 357.68 forecasts/min
[2025-12-16T20:36:08.253246] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:08.262046] [DEBUG] [REMOTE    ] NAAS: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:08.262972] [DEBUG] [LOCAL     ] Loaded configuration for NAAS: 5 features, N/A% accuracy
[2025-12-16T20:36:08.263022] [INFO ] [LOCAL     ] NAAS: Loaded 5 optimal features with 43.69% confidence from JSON config
[2025-12-16T20:36:08.263052] [DEBUG] [MAG       ] Building data for symbol: NAAS with lookback: 0
[2025-12-16T20:36:08.263868] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-16T20:36:08.263928] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:36:08.268636] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:08.270462] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:36:08.270951] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:36:08.271331] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-16T20:36:08.272187] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:08.392987] [DEBUG] [MAG       ] UXIN: Last date is validated at 2025-12-16
[2025-12-16T20:36:08.527784] [DEBUG] [MAG       ] PUBM: Last date is validated at 2025-12-16
[2025-12-16T20:36:08.558043] [DEBUG] [MAG       ] UXIN: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:08.590647] [DEBUG] [MAG       ] LCII: Last date is validated at 2025-12-16
[2025-12-16T20:36:08.604784] [DEBUG] [MAG       ] NAAS: Last date is validated at 2025-12-16
[2025-12-16T20:36:08.624226] [INFO ] [LOCAL     ] UXIN: Saved forecast.
[2025-12-16T20:36:08.624290] [INFO ] [main      ] UXIN: Signal=1 (Conf=90.0%), Magnitude=-0.65% (Conf=50.4859%)
[2025-12-16T20:36:08.624662] [INFO ] [main      ] Fetching symbol history for KRNY...
[2025-12-16T20:36:08.624712] [DEBUG] [REMOTE    ] KRNY: Fetching historical data.
[2025-12-16T20:36:08.626626] [INFO ] [main      ] Progress: 257/435 forecasts completed (59.1%). UXIN finished in 0.7s. ETA: 30.0s. Rate: 355.97 forecasts/min
[2025-12-16T20:36:08.636364] [DEBUG] [REMOTE    ] KRNY: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:08.637205] [DEBUG] [LOCAL     ] Loaded configuration for KRNY: 2 features, N/A% accuracy
[2025-12-16T20:36:08.637261] [INFO ] [LOCAL     ] KRNY: Loaded 2 optimal features with 60.95% confidence from JSON config
[2025-12-16T20:36:08.637291] [DEBUG] [MAG       ] Building data for symbol: KRNY with lookback: 0
[2025-12-16T20:36:08.638065] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-16T20:36:08.638123] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:36:08.642869] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-16T20:36:08.644479] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:08.693139] [DEBUG] [MAG       ] PUBM: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:08.757459] [DEBUG] [MAG       ] LCII: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:08.762720] [INFO ] [LOCAL     ] PUBM: Saved forecast.
[2025-12-16T20:36:08.762788] [INFO ] [main      ] PUBM: Signal=1 (Conf=90.0%), Magnitude=1.19% (Conf=44.1431%)
[2025-12-16T20:36:08.763210] [INFO ] [main      ] Fetching symbol history for GE...
[2025-12-16T20:36:08.763261] [DEBUG] [REMOTE    ] GE: Fetching historical data.
[2025-12-16T20:36:08.763650] [INFO ] [main      ] Progress: 258/435 forecasts completed (59.3%). PUBM finished in 0.7s. ETA: 29.8s. Rate: 356.22 forecasts/min
[2025-12-16T20:36:08.774893] [DEBUG] [REMOTE    ] GE: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:08.775984] [DEBUG] [LOCAL     ] Loaded configuration for GE: 9 features, N/A% accuracy
[2025-12-16T20:36:08.776038] [INFO ] [LOCAL     ] GE: Loaded 9 optimal features with 53.70% confidence from JSON config
[2025-12-16T20:36:08.776070] [DEBUG] [MAG       ] Building data for symbol: GE with lookback: 0
[2025-12-16T20:36:08.776856] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-16T20:36:08.776919] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:36:08.781732] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:08.782063] [DEBUG] [MAG       ] NAAS: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:08.783479] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:36:08.783955] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:36:08.784379] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:36:08.784774] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-16T20:36:08.786335] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-16T20:36:08.788321] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-12-16T20:36:08.789051] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-16T20:36:08.790211] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:08.872210] [INFO ] [LOCAL     ] LCII: Saved forecast.
[2025-12-16T20:36:08.872279] [INFO ] [main      ] LCII: Signal=1 (Conf=90.0%), Magnitude=-0.20% (Conf=43.6611%)
[2025-12-16T20:36:08.872402] [INFO ] [LOCAL     ] NAAS: Saved forecast.
[2025-12-16T20:36:08.872471] [INFO ] [main      ] NAAS: Signal=1 (Conf=90.0%), Magnitude=-0.91% (Conf=43.6884%)
[2025-12-16T20:36:08.872650] [INFO ] [main      ] Progress: 259/435 forecasts completed (59.5%). LCII finished in 0.6s. ETA: 29.6s. Rate: 356.71 forecasts/min
[2025-12-16T20:36:08.872787] [INFO ] [main      ] Fetching symbol history for ATOM...
[2025-12-16T20:36:08.872830] [DEBUG] [REMOTE    ] ATOM: Fetching historical data.
[2025-12-16T20:36:08.873035] [INFO ] [main      ] Fetching symbol history for GTX...
[2025-12-16T20:36:08.873088] [DEBUG] [REMOTE    ] GTX: Fetching historical data.
[2025-12-16T20:36:08.873459] [INFO ] [main      ] Progress: 260/435 forecasts completed (59.8%). NAAS finished in 0.6s. ETA: 29.3s. Rate: 358.08 forecasts/min
[2025-12-16T20:36:08.883796] [DEBUG] [REMOTE    ] GTX: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:08.884538] [DEBUG] [REMOTE    ] ATOM: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:08.884845] [DEBUG] [LOCAL     ] Loaded configuration for GTX: 3 features, N/A% accuracy
[2025-12-16T20:36:08.884899] [INFO ] [LOCAL     ] GTX: Loaded 3 optimal features with 65.77% confidence from JSON config
[2025-12-16T20:36:08.884930] [DEBUG] [MAG       ] Building data for symbol: GTX with lookback: 0
[2025-12-16T20:36:08.885705] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-16T20:36:08.885766] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:08.885801] [DEBUG] [LOCAL     ] Loaded configuration for ATOM: 8 features, N/A% accuracy
[2025-12-16T20:36:08.885857] [INFO ] [LOCAL     ] ATOM: Loaded 8 optimal features with 58.80% confidence from JSON config
[2025-12-16T20:36:08.885888] [DEBUG] [MAG       ] Building data for symbol: ATOM with lookback: 0
[2025-12-16T20:36:08.886655] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-16T20:36:08.886718] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:36:08.887408] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:36:08.887954] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-16T20:36:08.891501] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:08.892201] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:08.893647] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:36:08.894129] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-16T20:36:08.932735] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-16T20:36:08.933774] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-16T20:36:08.935746] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-16T20:36:08.936778] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-16T20:36:08.937434] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:09.006316] [DEBUG] [MAG       ] KRNY: Last date is validated at 2025-12-16
[2025-12-16T20:36:09.121322] [DEBUG] [MAG       ] GE: Last date is validated at 2025-12-16
[2025-12-16T20:36:09.182073] [DEBUG] [MAG       ] KRNY: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:09.227740] [DEBUG] [MAG       ] GTX: Last date is validated at 2025-12-16
[2025-12-16T20:36:09.244997] [INFO ] [LOCAL     ] KRNY: Saved forecast.
[2025-12-16T20:36:09.245065] [INFO ] [main      ] KRNY: Signal=1 (Conf=90.0%), Magnitude=0.89% (Conf=60.9547%)
[2025-12-16T20:36:09.245237] [INFO ] [main      ] Fetching symbol history for QYLG...
[2025-12-16T20:36:09.245281] [DEBUG] [REMOTE    ] QYLG: Fetching historical data.
[2025-12-16T20:36:09.247662] [INFO ] [main      ] Progress: 261/435 forecasts completed (60.0%). KRNY finished in 0.6s. ETA: 29.3s. Rate: 356.40 forecasts/min
[2025-12-16T20:36:09.257338] [DEBUG] [REMOTE    ] QYLG: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:09.258234] [DEBUG] [LOCAL     ] Loaded configuration for QYLG: 8 features, N/A% accuracy
[2025-12-16T20:36:09.258295] [INFO ] [LOCAL     ] QYLG: Loaded 8 optimal features with 51.12% confidence from JSON config
[2025-12-16T20:36:09.258328] [DEBUG] [MAG       ] Building data for symbol: QYLG with lookback: 0
[2025-12-16T20:36:09.259149] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-16T20:36:09.259245] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:36:09.264202] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:09.266049] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:36:09.266533] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:36:09.266948] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-16T20:36:09.269468] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-16T20:36:09.271905] [DEBUG] [MAG       ] ATOM: Last date is validated at 2025-12-16
[2025-12-16T20:36:09.289984] [DEBUG] [MAG       ] GE: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:09.319361] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-16T20:36:09.320380] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-16T20:36:09.321444] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:09.392697] [DEBUG] [MAG       ] GTX: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:09.437536] [DEBUG] [MAG       ] ATOM: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:09.458265] [INFO ] [LOCAL     ] GTX: Saved forecast.
[2025-12-16T20:36:09.458331] [INFO ] [main      ] GTX: Signal=1 (Conf=90.0%), Magnitude=-2.27% (Conf=65.7706%)
[2025-12-16T20:36:09.458676] [INFO ] [main      ] Fetching symbol history for NABL...
[2025-12-16T20:36:09.458726] [DEBUG] [REMOTE    ] NABL: Fetching historical data.
[2025-12-16T20:36:09.459658] [INFO ] [main      ] Progress: 262/435 forecasts completed (60.2%). GTX finished in 0.6s. ETA: 29.2s. Rate: 356.04 forecasts/min
[2025-12-16T20:36:09.469303] [DEBUG] [REMOTE    ] NABL: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:09.470424] [DEBUG] [LOCAL     ] Loaded configuration for NABL: 6 features, N/A% accuracy
[2025-12-16T20:36:09.470474] [INFO ] [LOCAL     ] NABL: Loaded 6 optimal features with 50.17% confidence from JSON config
[2025-12-16T20:36:09.470505] [DEBUG] [MAG       ] Building data for symbol: NABL with lookback: 0
[2025-12-16T20:36:09.471312] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-16T20:36:09.471372] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:09.473042] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:36:09.473549] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:36:09.473959] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-16T20:36:09.523363] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-16T20:36:09.524621] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-16T20:36:09.525283] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:09.526725] [INFO ] [LOCAL     ] ATOM: Saved forecast.
[2025-12-16T20:36:09.526791] [INFO ] [main      ] ATOM: Signal=1 (Conf=90.0%), Magnitude=4.43% (Conf=58.8046%)
[2025-12-16T20:36:09.527157] [INFO ] [main      ] Fetching symbol history for CNSP...
[2025-12-16T20:36:09.527209] [DEBUG] [REMOTE    ] CNSP: Fetching historical data.
[2025-12-16T20:36:09.527670] [INFO ] [main      ] Progress: 263/435 forecasts completed (60.5%). ATOM finished in 0.7s. ETA: 28.9s. Rate: 356.85 forecasts/min
[2025-12-16T20:36:09.538214] [DEBUG] [REMOTE    ] CNSP: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:09.538885] [DEBUG] [LOCAL     ] Loaded configuration for CNSP: 4 features, N/A% accuracy
[2025-12-16T20:36:09.538935] [INFO ] [LOCAL     ] CNSP: Loaded 4 optimal features with 29.76% confidence from JSON config
[2025-12-16T20:36:09.538976] [DEBUG] [MAG       ] Building data for symbol: CNSP with lookback: 0
[2025-12-16T20:36:09.539786] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-16T20:36:09.539857] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:36:09.544893] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-16T20:36:09.545845] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-16T20:36:09.547019] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-16T20:36:09.548378] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:09.557262] [INFO ] [LOCAL     ] GE: Saved forecast.
[2025-12-16T20:36:09.557328] [INFO ] [main      ] GE: Signal=1 (Conf=90.0%), Magnitude=-0.63% (Conf=53.7006%)
[2025-12-16T20:36:09.557479] [INFO ] [main      ] Fetching symbol history for TSDD...
[2025-12-16T20:36:09.557522] [DEBUG] [REMOTE    ] TSDD: Fetching historical data.
[2025-12-16T20:36:09.559656] [INFO ] [main      ] Progress: 264/435 forecasts completed (60.7%). GE finished in 0.8s. ETA: 28.7s. Rate: 357.95 forecasts/min
[2025-12-16T20:36:09.569441] [DEBUG] [REMOTE    ] TSDD: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:09.570673] [DEBUG] [LOCAL     ] Loaded configuration for TSDD: 6 features, N/A% accuracy
[2025-12-16T20:36:09.570732] [INFO ] [LOCAL     ] TSDD: Loaded 6 optimal features with 58.58% confidence from JSON config
[2025-12-16T20:36:09.570763] [DEBUG] [MAG       ] Building data for symbol: TSDD with lookback: 0
[2025-12-16T20:36:09.571610] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-16T20:36:09.571671] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:36:09.576442] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:09.578191] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:36:09.578669] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:36:09.579043] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-16T20:36:09.581369] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-16T20:36:09.585150] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:09.685130] [DEBUG] [MAG       ] QYLG: Last date is validated at 2025-12-16
[2025-12-16T20:36:09.870203] [DEBUG] [MAG       ] QYLG: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:09.877515] [DEBUG] [MAG       ] NABL: Last date is validated at 2025-12-16
[2025-12-16T20:36:09.878987] [DEBUG] [MAG       ] CNSP: Last date is validated at 2025-12-16
[2025-12-16T20:36:09.917067] [DEBUG] [MAG       ] TSDD: Last date is validated at 2025-12-16
[2025-12-16T20:36:09.945463] [INFO ] [LOCAL     ] QYLG: Saved forecast.
[2025-12-16T20:36:09.945536] [INFO ] [main      ] QYLG: Signal=1 (Conf=90.0%), Magnitude=0.24% (Conf=51.1181%)
[2025-12-16T20:36:09.945917] [INFO ] [main      ] Progress: 265/435 forecasts completed (60.9%). QYLG finished in 0.7s. ETA: 28.6s. Rate: 356.20 forecasts/min
[2025-12-16T20:36:09.946042] [INFO ] [main      ] Fetching symbol history for SHY...
[2025-12-16T20:36:09.946088] [DEBUG] [REMOTE    ] SHY: Fetching historical data.
[2025-12-16T20:36:09.958629] [DEBUG] [REMOTE    ] SHY: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:09.959552] [DEBUG] [LOCAL     ] Loaded configuration for SHY: 9 features, N/A% accuracy
[2025-12-16T20:36:09.959626] [INFO ] [LOCAL     ] SHY: Loaded 9 optimal features with 44.87% confidence from JSON config
[2025-12-16T20:36:09.959660] [DEBUG] [MAG       ] Building data for symbol: SHY with lookback: 0
[2025-12-16T20:36:09.960484] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-16T20:36:09.960558] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:09.962292] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:36:09.962868] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-16T20:36:09.963921] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-16T20:36:09.968176] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-16T20:36:09.969266] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-16T20:36:09.970088] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-16T20:36:09.970823] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-16T20:36:09.971979] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-16T20:36:09.974058] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:10.043400] [DEBUG] [MAG       ] CNSP: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:10.049945] [DEBUG] [MAG       ] NABL: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:10.080387] [DEBUG] [MAG       ] TSDD: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:10.115266] [INFO ] [LOCAL     ] NABL: Saved forecast.
[2025-12-16T20:36:10.115334] [INFO ] [main      ] NABL: Signal=1 (Conf=90.0%), Magnitude=-2.74% (Conf=50.1663%)
[2025-12-16T20:36:10.115720] [INFO ] [main      ] Fetching symbol history for KMX...
[2025-12-16T20:36:10.115773] [DEBUG] [REMOTE    ] KMX: Fetching historical data.
[2025-12-16T20:36:10.116681] [INFO ] [main      ] Progress: 266/435 forecasts completed (61.1%). NABL finished in 0.7s. ETA: 28.5s. Rate: 356.18 forecasts/min
[2025-12-16T20:36:10.126889] [DEBUG] [REMOTE    ] KMX: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:10.127864] [DEBUG] [LOCAL     ] Loaded configuration for KMX: 6 features, N/A% accuracy
[2025-12-16T20:36:10.127921] [INFO ] [LOCAL     ] KMX: Loaded 6 optimal features with 43.53% confidence from JSON config
[2025-12-16T20:36:10.127959] [DEBUG] [MAG       ] Building data for symbol: KMX with lookback: 0
[2025-12-16T20:36:10.128780] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-16T20:36:10.128844] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:36:10.133885] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:10.135720] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:36:10.136194] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:36:10.136595] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-16T20:36:10.137464] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-16T20:36:10.177991] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:10.237163] [INFO ] [LOCAL     ] CNSP: Saved forecast.
[2025-12-16T20:36:10.237230] [INFO ] [main      ] CNSP: Signal=1 (Conf=90.0%), Magnitude=-43.61% (Conf=29.7596%)
[2025-12-16T20:36:10.237612] [INFO ] [main      ] Fetching symbol history for TM...
[2025-12-16T20:36:10.237664] [DEBUG] [REMOTE    ] TM: Fetching historical data.
[2025-12-16T20:36:10.238654] [INFO ] [main      ] Progress: 267/435 forecasts completed (61.4%). CNSP finished in 0.7s. ETA: 28.3s. Rate: 356.55 forecasts/min
[2025-12-16T20:36:10.248917] [DEBUG] [REMOTE    ] TM: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:10.249772] [DEBUG] [LOCAL     ] Loaded configuration for TM: 3 features, N/A% accuracy
[2025-12-16T20:36:10.249828] [INFO ] [LOCAL     ] TM: Loaded 3 optimal features with 57.20% confidence from JSON config
[2025-12-16T20:36:10.249859] [DEBUG] [MAG       ] Building data for symbol: TM with lookback: 0
[2025-12-16T20:36:10.250717] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-16T20:36:10.250778] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:36:10.255538] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-16T20:36:10.256488] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-16T20:36:10.281923] [INFO ] [LOCAL     ] TSDD: Saved forecast.
[2025-12-16T20:36:10.281990] [INFO ] [main      ] TSDD: Signal=1 (Conf=90.0%), Magnitude=-66.16% (Conf=58.5843%)
[2025-12-16T20:36:10.282305] [INFO ] [main      ] Fetching symbol history for SIEB...
[2025-12-16T20:36:10.282356] [DEBUG] [REMOTE    ] SIEB: Fetching historical data.
[2025-12-16T20:36:10.283635] [INFO ] [main      ] Progress: 268/435 forecasts completed (61.6%). TSDD finished in 0.7s. ETA: 28.0s. Rate: 357.53 forecasts/min
[2025-12-16T20:36:10.292612] [DEBUG] [REMOTE    ] SIEB: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:10.293526] [DEBUG] [LOCAL     ] Loaded configuration for SIEB: 6 features, N/A% accuracy
[2025-12-16T20:36:10.293603] [INFO ] [LOCAL     ] SIEB: Loaded 6 optimal features with 56.53% confidence from JSON config
[2025-12-16T20:36:10.293637] [DEBUG] [MAG       ] Building data for symbol: SIEB with lookback: 0
[2025-12-16T20:36:10.294381] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-16T20:36:10.294441] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:36:10.299211] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:10.301332] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:36:10.301808] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:36:10.302185] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-16T20:36:10.304556] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-16T20:36:10.307248] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:10.336991] [DEBUG] [MAG       ] SHY: Last date is validated at 2025-12-16
[2025-12-16T20:36:10.365429] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:10.517955] [DEBUG] [MAG       ] KMX: Last date is validated at 2025-12-16
[2025-12-16T20:36:10.522702] [DEBUG] [MAG       ] SHY: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:10.593488] [INFO ] [LOCAL     ] SHY: Saved forecast.
[2025-12-16T20:36:10.593602] [INFO ] [main      ] SHY: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=44.8688%)
[2025-12-16T20:36:10.594114] [INFO ] [main      ] Progress: 269/435 forecasts completed (61.8%). SHY finished in 0.6s. ETA: 27.9s. Rate: 356.40 forecasts/min
[2025-12-16T20:36:10.594290] [INFO ] [main      ] Fetching symbol history for ESTC...
[2025-12-16T20:36:10.594359] [DEBUG] [REMOTE    ] ESTC: Fetching historical data.
[2025-12-16T20:36:10.607022] [DEBUG] [REMOTE    ] ESTC: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:10.607992] [DEBUG] [LOCAL     ] Loaded configuration for ESTC: 10 features, N/A% accuracy
[2025-12-16T20:36:10.608044] [INFO ] [LOCAL     ] ESTC: Loaded 10 optimal features with 50.43% confidence from JSON config
[2025-12-16T20:36:10.608074] [DEBUG] [MAG       ] Building data for symbol: ESTC with lookback: 0
[2025-12-16T20:36:10.608874] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-16T20:36:10.608937] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:36:10.613657] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:10.615395] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:36:10.615900] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:36:10.616283] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-16T20:36:10.638553] [DEBUG] [MAG       ] SIEB: Last date is validated at 2025-12-16
[2025-12-16T20:36:10.686152] [DEBUG] [MAG       ] KMX: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:10.705648] [DEBUG] [MAG       ] TM: Last date is validated at 2025-12-16
[2025-12-16T20:36:10.725984] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-16T20:36:10.727556] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-16T20:36:10.729947] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:36:10.730473] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-16T20:36:10.731731] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-16T20:36:10.734084] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:10.803122] [DEBUG] [MAG       ] SIEB: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:10.806801] [INFO ] [LOCAL     ] KMX: Saved forecast.
[2025-12-16T20:36:10.806867] [INFO ] [main      ] KMX: Signal=1 (Conf=90.0%), Magnitude=-9.78% (Conf=43.5309%)
[2025-12-16T20:36:10.807218] [INFO ] [main      ] Fetching symbol history for BOH...
[2025-12-16T20:36:10.807267] [DEBUG] [REMOTE    ] BOH: Fetching historical data.
[2025-12-16T20:36:10.807622] [INFO ] [main      ] Progress: 270/435 forecasts completed (62.1%). KMX finished in 0.7s. ETA: 27.8s. Rate: 356.05 forecasts/min
[2025-12-16T20:36:10.817721] [DEBUG] [REMOTE    ] BOH: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:10.818814] [DEBUG] [LOCAL     ] Loaded configuration for BOH: 5 features, N/A% accuracy
[2025-12-16T20:36:10.818866] [INFO ] [LOCAL     ] BOH: Loaded 5 optimal features with 56.69% confidence from JSON config
[2025-12-16T20:36:10.818896] [DEBUG] [MAG       ] Building data for symbol: BOH with lookback: 0
[2025-12-16T20:36:10.819776] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-16T20:36:10.819837] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:36:10.824687] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-16T20:36:10.825476] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-16T20:36:10.826617] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-16T20:36:10.830545] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-16T20:36:10.831658] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:10.864780] [INFO ] [LOCAL     ] SIEB: Saved forecast.
[2025-12-16T20:36:10.864846] [INFO ] [main      ] SIEB: Signal=1 (Conf=90.0%), Magnitude=2.43% (Conf=56.5313%)
[2025-12-16T20:36:10.865233] [INFO ] [main      ] Fetching symbol history for VEEE...
[2025-12-16T20:36:10.865295] [DEBUG] [REMOTE    ] VEEE: Fetching historical data.
[2025-12-16T20:36:10.866657] [INFO ] [main      ] Progress: 271/435 forecasts completed (62.3%). SIEB finished in 0.6s. ETA: 27.6s. Rate: 356.90 forecasts/min
[2025-12-16T20:36:10.875649] [DEBUG] [REMOTE    ] VEEE: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:10.875635] [DEBUG] [MAG       ] TM: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:10.876655] [DEBUG] [LOCAL     ] Loaded configuration for VEEE: 5 features, N/A% accuracy
[2025-12-16T20:36:10.876707] [INFO ] [LOCAL     ] VEEE: Loaded 5 optimal features with 59.60% confidence from JSON config
[2025-12-16T20:36:10.876737] [DEBUG] [MAG       ] Building data for symbol: VEEE with lookback: 0
[2025-12-16T20:36:10.877511] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-16T20:36:10.877592] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-16T20:36:10.879974] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-16T20:36:10.954790] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-16T20:36:10.956142] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-16T20:36:10.956825] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-16T20:36:10.959441] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:10.987746] [INFO ] [LOCAL     ] TM: Saved forecast.
[2025-12-16T20:36:10.987814] [INFO ] [main      ] TM: Signal=1 (Conf=90.0%), Magnitude=-1.73% (Conf=57.2026%)
[2025-12-16T20:36:10.988160] [INFO ] [main      ] Fetching symbol history for INTC...
[2025-12-16T20:36:10.988210] [DEBUG] [REMOTE    ] INTC: Fetching historical data.
[2025-12-16T20:36:10.988670] [INFO ] [main      ] Progress: 272/435 forecasts completed (62.5%). TM finished in 0.7s. ETA: 27.4s. Rate: 357.26 forecasts/min
[2025-12-16T20:36:10.999113] [DEBUG] [REMOTE    ] INTC: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:11.000283] [DEBUG] [LOCAL     ] Loaded configuration for INTC: 7 features, N/A% accuracy
[2025-12-16T20:36:11.000346] [INFO ] [LOCAL     ] INTC: Loaded 7 optimal features with 55.10% confidence from JSON config
[2025-12-16T20:36:11.000378] [DEBUG] [MAG       ] Building data for symbol: INTC with lookback: 0
[2025-12-16T20:36:11.001291] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-16T20:36:11.001354] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:36:11.006147] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-16T20:36:11.045061] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-16T20:36:11.046468] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-16T20:36:11.047127] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-16T20:36:11.048916] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-16T20:36:11.049671] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-16T20:36:11.051326] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:11.101827] [DEBUG] [MAG       ] ESTC: Last date is validated at 2025-12-16
[2025-12-16T20:36:11.163848] [DEBUG] [MAG       ] BOH: Last date is validated at 2025-12-16
[2025-12-16T20:36:11.271781] [DEBUG] [MAG       ] ESTC: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:11.286081] [DEBUG] [MAG       ] VEEE: Last date is validated at 2025-12-16
[2025-12-16T20:36:11.329043] [DEBUG] [MAG       ] BOH: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:11.385080] [DEBUG] [MAG       ] INTC: Last date is validated at 2025-12-16
[2025-12-16T20:36:11.413916] [INFO ] [LOCAL     ] ESTC: Saved forecast.
[2025-12-16T20:36:11.414005] [INFO ] [main      ] ESTC: Signal=1 (Conf=90.0%), Magnitude=-0.90% (Conf=50.4264%)
[2025-12-16T20:36:11.414401] [INFO ] [main      ] Progress: 273/435 forecasts completed (62.8%). ESTC finished in 0.8s. ETA: 27.4s. Rate: 355.26 forecasts/min
[2025-12-16T20:36:11.414528] [INFO ] [main      ] Fetching symbol history for MUC...
[2025-12-16T20:36:11.414587] [DEBUG] [REMOTE    ] MUC: Fetching historical data.
[2025-12-16T20:36:11.425623] [INFO ] [LOCAL     ] BOH: Saved forecast.
[2025-12-16T20:36:11.425692] [INFO ] [main      ] BOH: Signal=1 (Conf=90.0%), Magnitude=-1.67% (Conf=56.6925%)
[2025-12-16T20:36:11.425847] [INFO ] [main      ] Fetching symbol history for EOG...
[2025-12-16T20:36:11.425890] [DEBUG] [REMOTE    ] EOG: Fetching historical data.
[2025-12-16T20:36:11.426902] [INFO ] [main      ] Progress: 274/435 forecasts completed (63.0%). BOH finished in 0.6s. ETA: 27.1s. Rate: 356.47 forecasts/min
[2025-12-16T20:36:11.427280] [DEBUG] [REMOTE    ] MUC: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:11.428201] [DEBUG] [LOCAL     ] Loaded configuration for MUC: 10 features, N/A% accuracy
[2025-12-16T20:36:11.428265] [INFO ] [LOCAL     ] MUC: Loaded 10 optimal features with 58.51% confidence from JSON config
[2025-12-16T20:36:11.428304] [DEBUG] [MAG       ] Building data for symbol: MUC with lookback: 0
[2025-12-16T20:36:11.429184] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-16T20:36:11.429256] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:36:11.434519] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-16T20:36:11.435635] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-16T20:36:11.437355] [DEBUG] [REMOTE    ] EOG: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:11.437701] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-16T20:36:11.438176] [DEBUG] [LOCAL     ] Loaded configuration for EOG: 4 features, N/A% accuracy
[2025-12-16T20:36:11.438227] [INFO ] [LOCAL     ] EOG: Loaded 4 optimal features with 55.70% confidence from JSON config
[2025-12-16T20:36:11.438257] [DEBUG] [MAG       ] Building data for symbol: EOG with lookback: 0
[2025-12-16T20:36:11.439077] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-16T20:36:11.439138] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:36:11.440090] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:11.441978] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:36:11.443497] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-16T20:36:11.443937] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-16T20:36:11.444713] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-16T20:36:11.446383] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-16T20:36:11.449348] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-16T20:36:11.449456] [DEBUG] [MAG       ] VEEE: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:11.450521] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-16T20:36:11.451270] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:11.519128] [INFO ] [LOCAL     ] VEEE: Saved forecast.
[2025-12-16T20:36:11.519237] [INFO ] [main      ] VEEE: Signal=1 (Conf=90.0%), Magnitude=9.57% (Conf=59.5977%)
[2025-12-16T20:36:11.519608] [INFO ] [main      ] Fetching symbol history for LCFY...
[2025-12-16T20:36:11.519660] [DEBUG] [REMOTE    ] LCFY: Fetching historical data.
[2025-12-16T20:36:11.519666] [INFO ] [main      ] Progress: 275/435 forecasts completed (63.2%). VEEE finished in 0.7s. ETA: 26.9s. Rate: 357.05 forecasts/min
[2025-12-16T20:36:11.528522] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-16T20:36:11.530144] [DEBUG] [REMOTE    ] LCFY: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:11.530947] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:11.531133] [DEBUG] [LOCAL     ] Loaded configuration for LCFY: 3 features, N/A% accuracy
[2025-12-16T20:36:11.531183] [INFO ] [LOCAL     ] LCFY: Loaded 3 optimal features with 56.52% confidence from JSON config
[2025-12-16T20:36:11.531213] [DEBUG] [MAG       ] Building data for symbol: LCFY with lookback: 0
[2025-12-16T20:36:11.532175] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-16T20:36:11.532234] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-16T20:36:11.533834] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-16T20:36:11.536916] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-16T20:36:11.552137] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:11.557083] [DEBUG] [MAG       ] INTC: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:11.648026] [INFO ] [LOCAL     ] INTC: Saved forecast.
[2025-12-16T20:36:11.648094] [INFO ] [main      ] INTC: Signal=1 (Conf=90.0%), Magnitude=1.82% (Conf=55.1025%)
[2025-12-16T20:36:11.648455] [INFO ] [main      ] Fetching symbol history for VAC...
[2025-12-16T20:36:11.648505] [DEBUG] [REMOTE    ] VAC: Fetching historical data.
[2025-12-16T20:36:11.649655] [INFO ] [main      ] Progress: 276/435 forecasts completed (63.4%). INTC finished in 0.7s. ETA: 26.7s. Rate: 357.34 forecasts/min
[2025-12-16T20:36:11.659738] [DEBUG] [REMOTE    ] VAC: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:11.661397] [DEBUG] [LOCAL     ] Loaded configuration for VAC: 4 features, N/A% accuracy
[2025-12-16T20:36:11.661459] [INFO ] [LOCAL     ] VAC: Loaded 4 optimal features with 49.65% confidence from JSON config
[2025-12-16T20:36:11.661490] [DEBUG] [MAG       ] Building data for symbol: VAC with lookback: 0
[2025-12-16T20:36:11.662288] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-16T20:36:11.662360] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-16T20:36:11.663240] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-16T20:36:11.664003] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-16T20:36:11.664694] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-16T20:36:11.666266] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:11.810893] [DEBUG] [MAG       ] MUC: Last date is validated at 2025-12-16
[2025-12-16T20:36:11.869539] [DEBUG] [MAG       ] EOG: Last date is validated at 2025-12-16
[2025-12-16T20:36:11.882864] [DEBUG] [MAG       ] LCFY: Last date is validated at 2025-12-16
[2025-12-16T20:36:11.991724] [DEBUG] [MAG       ] MUC: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:12.010191] [DEBUG] [MAG       ] VAC: Last date is validated at 2025-12-16
[2025-12-16T20:36:12.037333] [DEBUG] [MAG       ] EOG: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:12.050014] [DEBUG] [MAG       ] LCFY: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:12.059565] [INFO ] [LOCAL     ] MUC: Saved forecast.
[2025-12-16T20:36:12.059649] [INFO ] [main      ] MUC: Signal=1 (Conf=90.0%), Magnitude=0.19% (Conf=58.5059%)
[2025-12-16T20:36:12.060042] [INFO ] [main      ] Progress: 277/435 forecasts completed (63.7%). MUC finished in 0.6s. ETA: 26.7s. Rate: 355.49 forecasts/min
[2025-12-16T20:36:12.060173] [INFO ] [main      ] Fetching symbol history for GD...
[2025-12-16T20:36:12.060223] [DEBUG] [REMOTE    ] GD: Fetching historical data.
[2025-12-16T20:36:12.071731] [DEBUG] [REMOTE    ] GD: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:12.072614] [DEBUG] [LOCAL     ] Loaded configuration for GD: 1 features, N/A% accuracy
[2025-12-16T20:36:12.072668] [INFO ] [LOCAL     ] GD: Loaded 1 optimal features with 61.78% confidence from JSON config
[2025-12-16T20:36:12.072701] [DEBUG] [MAG       ] Building data for symbol: GD with lookback: 0
[2025-12-16T20:36:12.073515] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-16T20:36:12.073592] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-16T20:36:12.074568] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:12.129791] [INFO ] [LOCAL     ] LCFY: Saved forecast.
[2025-12-16T20:36:12.129857] [INFO ] [main      ] LCFY: Signal=1 (Conf=90.0%), Magnitude=-16.55% (Conf=56.5187%)
[2025-12-16T20:36:12.130306] [INFO ] [main      ] Fetching symbol history for NVTS...
[2025-12-16T20:36:12.130357] [DEBUG] [REMOTE    ] NVTS: Fetching historical data.
[2025-12-16T20:36:12.130662] [INFO ] [main      ] Progress: 278/435 forecasts completed (63.9%). LCFY finished in 0.6s. ETA: 26.4s. Rate: 356.24 forecasts/min
[2025-12-16T20:36:12.141090] [DEBUG] [REMOTE    ] NVTS: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:12.142088] [DEBUG] [LOCAL     ] Loaded configuration for NVTS: 4 features, N/A% accuracy
[2025-12-16T20:36:12.142139] [INFO ] [LOCAL     ] NVTS: Loaded 4 optimal features with 53.50% confidence from JSON config
[2025-12-16T20:36:12.142171] [DEBUG] [MAG       ] Building data for symbol: NVTS with lookback: 0
[2025-12-16T20:36:12.142949] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-16T20:36:12.143009] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:36:12.148002] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-16T20:36:12.150394] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-16T20:36:12.156898] [INFO ] [LOCAL     ] EOG: Saved forecast.
[2025-12-16T20:36:12.156966] [INFO ] [main      ] EOG: Signal=1 (Conf=90.0%), Magnitude=1.47% (Conf=55.6969%)
[2025-12-16T20:36:12.157323] [INFO ] [main      ] Fetching symbol history for TRMD...
[2025-12-16T20:36:12.157374] [DEBUG] [REMOTE    ] TRMD: Fetching historical data.
[2025-12-16T20:36:12.157623] [INFO ] [main      ] Progress: 279/435 forecasts completed (64.1%). EOG finished in 0.7s. ETA: 26.2s. Rate: 357.31 forecasts/min
[2025-12-16T20:36:12.168804] [DEBUG] [REMOTE    ] TRMD: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:12.169546] [DEBUG] [LOCAL     ] Loaded configuration for TRMD: 1 features, N/A% accuracy
[2025-12-16T20:36:12.169625] [INFO ] [LOCAL     ] TRMD: Loaded 1 optimal features with 52.32% confidence from JSON config
[2025-12-16T20:36:12.169658] [DEBUG] [MAG       ] Building data for symbol: TRMD with lookback: 0
[2025-12-16T20:36:12.170413] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-16T20:36:12.170470] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-16T20:36:12.171118] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:12.177257] [DEBUG] [MAG       ] VAC: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:12.188680] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-16T20:36:12.192766] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:12.291868] [INFO ] [LOCAL     ] VAC: Saved forecast.
[2025-12-16T20:36:12.291937] [INFO ] [main      ] VAC: Signal=1 (Conf=90.0%), Magnitude=6.69% (Conf=49.6509%)
[2025-12-16T20:36:12.292122] [INFO ] [main      ] Fetching symbol history for TRMK...
[2025-12-16T20:36:12.292168] [DEBUG] [REMOTE    ] TRMK: Fetching historical data.
[2025-12-16T20:36:12.294175] [INFO ] [main      ] Progress: 280/435 forecasts completed (64.4%). VAC finished in 0.6s. ETA: 26.0s. Rate: 357.55 forecasts/min
[2025-12-16T20:36:12.304548] [DEBUG] [REMOTE    ] TRMK: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:12.305511] [DEBUG] [LOCAL     ] Loaded configuration for TRMK: 3 features, N/A% accuracy
[2025-12-16T20:36:12.305899] [INFO ] [LOCAL     ] TRMK: Loaded 3 optimal features with 59.94% confidence from JSON config
[2025-12-16T20:36:12.305934] [DEBUG] [MAG       ] Building data for symbol: TRMK with lookback: 0
[2025-12-16T20:36:12.306742] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-16T20:36:12.306815] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-16T20:36:12.307516] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-16T20:36:12.311658] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-16T20:36:12.314023] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:12.426406] [DEBUG] [MAG       ] GD: Last date is validated at 2025-12-16
[2025-12-16T20:36:12.505949] [DEBUG] [MAG       ] TRMD: Last date is validated at 2025-12-16
[2025-12-16T20:36:12.524675] [DEBUG] [MAG       ] NVTS: Last date is validated at 2025-12-16
[2025-12-16T20:36:12.617332] [DEBUG] [MAG       ] GD: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:12.653097] [DEBUG] [MAG       ] TRMK: Last date is validated at 2025-12-16
[2025-12-16T20:36:12.676530] [DEBUG] [MAG       ] TRMD: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:12.690468] [DEBUG] [MAG       ] NVTS: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:12.738594] [INFO ] [LOCAL     ] GD: Saved forecast.
[2025-12-16T20:36:12.738664] [INFO ] [main      ] GD: Signal=1 (Conf=90.0%), Magnitude=-1.48% (Conf=61.7785%)
[2025-12-16T20:36:12.739007] [INFO ] [main      ] Fetching symbol history for VCRB...
[2025-12-16T20:36:12.739058] [DEBUG] [REMOTE    ] VCRB: Fetching historical data.
[2025-12-16T20:36:12.739657] [INFO ] [main      ] Progress: 281/435 forecasts completed (64.6%). GD finished in 0.7s. ETA: 26.0s. Rate: 355.46 forecasts/min
[2025-12-16T20:36:12.749690] [INFO ] [LOCAL     ] TRMD: Saved forecast.
[2025-12-16T20:36:12.749758] [INFO ] [main      ] TRMD: Signal=1 (Conf=90.0%), Magnitude=0.31% (Conf=52.3226%)
[2025-12-16T20:36:12.750083] [INFO ] [main      ] Fetching symbol history for METCB...
[2025-12-16T20:36:12.750135] [DEBUG] [REMOTE    ] METCB: Fetching historical data.
[2025-12-16T20:36:12.751068] [INFO ] [main      ] Progress: 282/435 forecasts completed (64.8%). TRMD finished in 0.6s. ETA: 25.7s. Rate: 356.64 forecasts/min
[2025-12-16T20:36:12.752012] [DEBUG] [REMOTE    ] VCRB: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:12.752992] [DEBUG] [LOCAL     ] Loaded configuration for VCRB: 4 features, N/A% accuracy
[2025-12-16T20:36:12.753051] [INFO ] [LOCAL     ] VCRB: Loaded 4 optimal features with 61.50% confidence from JSON config
[2025-12-16T20:36:12.753085] [DEBUG] [MAG       ] Building data for symbol: VCRB with lookback: 0
[2025-12-16T20:36:12.753977] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-16T20:36:12.754051] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:36:12.759195] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-16T20:36:12.760063] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-16T20:36:12.760745] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-16T20:36:12.761415] [DEBUG] [REMOTE    ] METCB: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:12.762170] [DEBUG] [LOCAL     ] Loaded configuration for METCB: 2 features, N/A% accuracy
[2025-12-16T20:36:12.762221] [INFO ] [LOCAL     ] METCB: Loaded 2 optimal features with 57.41% confidence from JSON config
[2025-12-16T20:36:12.762253] [DEBUG] [MAG       ] Building data for symbol: METCB with lookback: 0
[2025-12-16T20:36:12.762375] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:12.763270] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-16T20:36:12.763344] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-16T20:36:12.764087] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-16T20:36:12.764854] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:12.776464] [INFO ] [LOCAL     ] NVTS: Saved forecast.
[2025-12-16T20:36:12.776530] [INFO ] [main      ] NVTS: Signal=1 (Conf=90.0%), Magnitude=-0.99% (Conf=53.5025%)
[2025-12-16T20:36:12.776844] [INFO ] [main      ] Fetching symbol history for INDI...
[2025-12-16T20:36:12.776894] [DEBUG] [REMOTE    ] INDI: Fetching historical data.
[2025-12-16T20:36:12.777652] [INFO ] [main      ] Progress: 283/435 forecasts completed (65.1%). NVTS finished in 0.6s. ETA: 25.5s. Rate: 357.70 forecasts/min
[2025-12-16T20:36:12.787275] [DEBUG] [REMOTE    ] INDI: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:12.788066] [DEBUG] [LOCAL     ] Loaded configuration for INDI: 3 features, N/A% accuracy
[2025-12-16T20:36:12.788115] [INFO ] [LOCAL     ] INDI: Loaded 3 optimal features with 58.48% confidence from JSON config
[2025-12-16T20:36:12.788148] [DEBUG] [MAG       ] Building data for symbol: INDI with lookback: 0
[2025-12-16T20:36:12.788944] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-16T20:36:12.789002] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:12.790716] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:36:12.791214] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:36:12.791677] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:12.822217] [DEBUG] [MAG       ] TRMK: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:12.899248] [INFO ] [LOCAL     ] TRMK: Saved forecast.
[2025-12-16T20:36:12.899316] [INFO ] [main      ] TRMK: Signal=1 (Conf=90.0%), Magnitude=-0.31% (Conf=59.9373%)
[2025-12-16T20:36:12.899700] [INFO ] [main      ] Fetching symbol history for QD...
[2025-12-16T20:36:12.899752] [DEBUG] [REMOTE    ] QD: Fetching historical data.
[2025-12-16T20:36:12.900648] [INFO ] [main      ] Progress: 284/435 forecasts completed (65.3%). TRMK finished in 0.6s. ETA: 25.3s. Rate: 358.04 forecasts/min
[2025-12-16T20:36:12.910690] [DEBUG] [REMOTE    ] QD: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:12.911589] [DEBUG] [LOCAL     ] Loaded configuration for QD: 7 features, N/A% accuracy
[2025-12-16T20:36:12.911641] [INFO ] [LOCAL     ] QD: Loaded 7 optimal features with 43.57% confidence from JSON config
[2025-12-16T20:36:12.911671] [DEBUG] [MAG       ] Building data for symbol: QD with lookback: 0
[2025-12-16T20:36:12.912441] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-16T20:36:12.912503] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:36:12.917346] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:12.919104] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:36:12.919609] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:36:12.919986] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-16T20:36:12.920711] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-16T20:36:12.922973] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-16T20:36:12.925012] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:13.096727] [DEBUG] [MAG       ] METCB: Last date is validated at 2025-12-16
[2025-12-16T20:36:13.131546] [DEBUG] [MAG       ] VCRB: Last date is validated at 2025-12-16
[2025-12-16T20:36:13.153012] [DEBUG] [MAG       ] INDI: Last date is validated at 2025-12-16
[2025-12-16T20:36:13.258678] [DEBUG] [MAG       ] METCB: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:13.261124] [DEBUG] [MAG       ] QD: Last date is validated at 2025-12-16
[2025-12-16T20:36:13.301941] [DEBUG] [MAG       ] VCRB: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:13.317140] [DEBUG] [MAG       ] INDI: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:13.329035] [INFO ] [LOCAL     ] METCB: Saved forecast.
[2025-12-16T20:36:13.329103] [INFO ] [main      ] METCB: Signal=1 (Conf=90.0%), Magnitude=-0.84% (Conf=57.4076%)
[2025-12-16T20:36:13.329302] [INFO ] [main      ] Fetching symbol history for WOOD...
[2025-12-16T20:36:13.329347] [DEBUG] [REMOTE    ] WOOD: Fetching historical data.
[2025-12-16T20:36:13.330041] [INFO ] [main      ] Progress: 285/435 forecasts completed (65.5%). METCB finished in 0.6s. ETA: 25.3s. Rate: 356.08 forecasts/min
[2025-12-16T20:36:13.339973] [DEBUG] [REMOTE    ] WOOD: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:13.340731] [DEBUG] [LOCAL     ] Loaded configuration for WOOD: 10 features, N/A% accuracy
[2025-12-16T20:36:13.340782] [INFO ] [LOCAL     ] WOOD: Loaded 10 optimal features with 55.00% confidence from JSON config
[2025-12-16T20:36:13.340813] [DEBUG] [MAG       ] Building data for symbol: WOOD with lookback: 0
[2025-12-16T20:36:13.341560] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-16T20:36:13.341642] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-16T20:36:13.343204] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-16T20:36:13.345206] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-16T20:36:13.359327] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:13.361014] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:36:13.361522] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-16T20:36:13.362881] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-16T20:36:13.364503] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-16T20:36:13.365545] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-16T20:36:13.366256] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-16T20:36:13.367678] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:13.371183] [INFO ] [LOCAL     ] VCRB: Saved forecast.
[2025-12-16T20:36:13.371256] [INFO ] [main      ] VCRB: Signal=1 (Conf=90.0%), Magnitude=0.10% (Conf=61.5047%)
[2025-12-16T20:36:13.371628] [INFO ] [main      ] Progress: 286/435 forecasts completed (65.7%). VCRB finished in 0.6s. ETA: 25.0s. Rate: 357.03 forecasts/min
[2025-12-16T20:36:13.371758] [INFO ] [main      ] Fetching symbol history for CELH...
[2025-12-16T20:36:13.371802] [DEBUG] [REMOTE    ] CELH: Fetching historical data.
[2025-12-16T20:36:13.378110] [INFO ] [LOCAL     ] INDI: Saved forecast.
[2025-12-16T20:36:13.378177] [INFO ] [main      ] INDI: Signal=1 (Conf=90.0%), Magnitude=5.33% (Conf=58.4762%)
[2025-12-16T20:36:13.378506] [INFO ] [main      ] Fetching symbol history for DVN...
[2025-12-16T20:36:13.378557] [DEBUG] [REMOTE    ] DVN: Fetching historical data.
[2025-12-16T20:36:13.379552] [INFO ] [main      ] Progress: 287/435 forecasts completed (66.0%). INDI finished in 0.6s. ETA: 24.8s. Rate: 358.21 forecasts/min
[2025-12-16T20:36:13.383738] [DEBUG] [REMOTE    ] CELH: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:13.384669] [DEBUG] [LOCAL     ] Loaded configuration for CELH: 6 features, N/A% accuracy
[2025-12-16T20:36:13.384733] [INFO ] [LOCAL     ] CELH: Loaded 6 optimal features with 65.32% confidence from JSON config
[2025-12-16T20:36:13.384765] [DEBUG] [MAG       ] Building data for symbol: CELH with lookback: 0
[2025-12-16T20:36:13.385683] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-16T20:36:13.385745] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:13.387566] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:36:13.388133] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:36:13.388531] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-16T20:36:13.393888] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-16T20:36:13.394662] [DEBUG] [REMOTE    ] DVN: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:13.395485] [DEBUG] [LOCAL     ] Loaded configuration for DVN: 2 features, N/A% accuracy
[2025-12-16T20:36:13.395542] [INFO ] [LOCAL     ] DVN: Loaded 2 optimal features with 51.89% confidence from JSON config
[2025-12-16T20:36:13.395599] [DEBUG] [MAG       ] Building data for symbol: DVN with lookback: 0
[2025-12-16T20:36:13.396747] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-16T20:36:13.396808] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:13.398632] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-16T20:36:13.398721] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:36:13.399280] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:13.400335] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:13.433279] [DEBUG] [MAG       ] QD: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:13.498563] [INFO ] [LOCAL     ] QD: Saved forecast.
[2025-12-16T20:36:13.498649] [INFO ] [main      ] QD: Signal=1 (Conf=90.0%), Magnitude=-0.33% (Conf=43.5708%)
[2025-12-16T20:36:13.499072] [INFO ] [main      ] Fetching symbol history for PAYO...
[2025-12-16T20:36:13.499123] [DEBUG] [REMOTE    ] PAYO: Fetching historical data.
[2025-12-16T20:36:13.499671] [INFO ] [main      ] Progress: 288/435 forecasts completed (66.2%). QD finished in 0.6s. ETA: 24.6s. Rate: 358.57 forecasts/min
[2025-12-16T20:36:13.510192] [DEBUG] [REMOTE    ] PAYO: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:13.511197] [DEBUG] [LOCAL     ] Loaded configuration for PAYO: 5 features, N/A% accuracy
[2025-12-16T20:36:13.511259] [INFO ] [LOCAL     ] PAYO: Loaded 5 optimal features with 67.12% confidence from JSON config
[2025-12-16T20:36:13.511291] [DEBUG] [MAG       ] Building data for symbol: PAYO with lookback: 0
[2025-12-16T20:36:13.512083] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-16T20:36:13.512161] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:13.513850] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:36:13.514352] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:36:13.514758] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-16T20:36:13.516079] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-16T20:36:13.516780] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:13.701815] [DEBUG] [MAG       ] WOOD: Last date is validated at 2025-12-16
[2025-12-16T20:36:13.733806] [DEBUG] [MAG       ] DVN: Last date is validated at 2025-12-16
[2025-12-16T20:36:13.744134] [DEBUG] [MAG       ] CELH: Last date is validated at 2025-12-16
[2025-12-16T20:36:13.855640] [DEBUG] [MAG       ] PAYO: Last date is validated at 2025-12-16
[2025-12-16T20:36:13.865125] [DEBUG] [MAG       ] WOOD: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:13.899298] [DEBUG] [MAG       ] DVN: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:13.912469] [DEBUG] [MAG       ] CELH: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:13.985475] [INFO ] [LOCAL     ] DVN: Saved forecast.
[2025-12-16T20:36:13.985541] [INFO ] [main      ] DVN: Signal=1 (Conf=90.0%), Magnitude=-4.04% (Conf=51.8864%)
[2025-12-16T20:36:13.985913] [INFO ] [main      ] Progress: 289/435 forecasts completed (66.4%). DVN finished in 0.6s. ETA: 24.6s. Rate: 356.22 forecasts/min
[2025-12-16T20:36:13.986116] [INFO ] [main      ] Fetching symbol history for MNY...
[2025-12-16T20:36:13.986160] [DEBUG] [REMOTE    ] MNY: Fetching historical data.
[2025-12-16T20:36:13.997236] [DEBUG] [REMOTE    ] MNY: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:13.998487] [DEBUG] [LOCAL     ] Loaded configuration for MNY: 1 features, N/A% accuracy
[2025-12-16T20:36:13.998538] [INFO ] [LOCAL     ] MNY: Loaded 1 optimal features with 47.23% confidence from JSON config
[2025-12-16T20:36:13.998569] [DEBUG] [MAG       ] Building data for symbol: MNY with lookback: 0
[2025-12-16T20:36:13.999408] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-16T20:36:13.999467] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:36:14.004593] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:14.025458] [DEBUG] [MAG       ] PAYO: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:14.033026] [INFO ] [LOCAL     ] CELH: Saved forecast.
[2025-12-16T20:36:14.033110] [INFO ] [main      ] CELH: Signal=1 (Conf=90.0%), Magnitude=3.03% (Conf=65.3179%)
[2025-12-16T20:36:14.033585] [INFO ] [main      ] Fetching symbol history for OPAD...
[2025-12-16T20:36:14.033639] [DEBUG] [REMOTE    ] OPAD: Fetching historical data.
[2025-12-16T20:36:14.033660] [INFO ] [main      ] Progress: 290/435 forecasts completed (66.7%). CELH finished in 0.7s. ETA: 24.4s. Rate: 357.10 forecasts/min
[2025-12-16T20:36:14.046441] [DEBUG] [REMOTE    ] OPAD: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:14.047497] [DEBUG] [LOCAL     ] Loaded configuration for OPAD: 5 features, N/A% accuracy
[2025-12-16T20:36:14.047555] [INFO ] [LOCAL     ] OPAD: Loaded 5 optimal features with 48.73% confidence from JSON config
[2025-12-16T20:36:14.047800] [DEBUG] [MAG       ] Building data for symbol: OPAD with lookback: 0
[2025-12-16T20:36:14.048814] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-16T20:36:14.048874] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:36:14.054400] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:14.055730] [INFO ] [LOCAL     ] WOOD: Saved forecast.
[2025-12-16T20:36:14.055806] [INFO ] [main      ] WOOD: Signal=1 (Conf=90.0%), Magnitude=-2.56% (Conf=54.9979%)
[2025-12-16T20:36:14.055968] [INFO ] [main      ] Fetching symbol history for UNMA...
[2025-12-16T20:36:14.056011] [DEBUG] [REMOTE    ] UNMA: Fetching historical data.
[2025-12-16T20:36:14.056945] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:36:14.057522] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:36:14.057672] [INFO ] [main      ] Progress: 291/435 forecasts completed (66.9%). WOOD finished in 0.7s. ETA: 24.1s. Rate: 358.15 forecasts/min
[2025-12-16T20:36:14.057936] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-16T20:36:14.066702] [DEBUG] [REMOTE    ] UNMA: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:14.067493] [DEBUG] [LOCAL     ] Loaded configuration for UNMA: 6 features, N/A% accuracy
[2025-12-16T20:36:14.067542] [INFO ] [LOCAL     ] UNMA: Loaded 6 optimal features with 64.70% confidence from JSON config
[2025-12-16T20:36:14.067601] [DEBUG] [MAG       ] Building data for symbol: UNMA with lookback: 0
[2025-12-16T20:36:14.068362] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-16T20:36:14.068423] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:14.070295] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:36:14.071010] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:36:14.071420] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-16T20:36:14.072752] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-16T20:36:14.075038] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-16T20:36:14.077142] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:14.091613] [INFO ] [LOCAL     ] PAYO: Saved forecast.
[2025-12-16T20:36:14.091681] [INFO ] [main      ] PAYO: Signal=1 (Conf=90.0%), Magnitude=3.77% (Conf=67.1164%)
[2025-12-16T20:36:14.091834] [INFO ] [main      ] Fetching symbol history for VTS...
[2025-12-16T20:36:14.091875] [DEBUG] [REMOTE    ] VTS: Fetching historical data.
[2025-12-16T20:36:14.093679] [INFO ] [main      ] Progress: 292/435 forecasts completed (67.1%). PAYO finished in 0.6s. ETA: 23.9s. Rate: 359.12 forecasts/min
[2025-12-16T20:36:14.103014] [DEBUG] [REMOTE    ] VTS: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:14.104087] [DEBUG] [LOCAL     ] Loaded configuration for VTS: 4 features, N/A% accuracy
[2025-12-16T20:36:14.104138] [INFO ] [LOCAL     ] VTS: Loaded 4 optimal features with 64.63% confidence from JSON config
[2025-12-16T20:36:14.104168] [DEBUG] [MAG       ] Building data for symbol: VTS with lookback: 0
[2025-12-16T20:36:14.104970] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-16T20:36:14.105030] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:36:14.106713] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:14.109789] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:14.111565] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:36:14.112058] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:36:14.112437] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:14.347671] [DEBUG] [MAG       ] MNY: Last date is validated at 2025-12-16
[2025-12-16T20:36:14.408377] [DEBUG] [MAG       ] UNMA: Last date is validated at 2025-12-16
[2025-12-16T20:36:14.457449] [DEBUG] [MAG       ] VTS: Last date is validated at 2025-12-16
[2025-12-16T20:36:14.457907] [DEBUG] [MAG       ] OPAD: Last date is validated at 2025-12-16
[2025-12-16T20:36:14.517803] [DEBUG] [MAG       ] MNY: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:14.572419] [INFO ] [LOCAL     ] MNY: Saved forecast.
[2025-12-16T20:36:14.572518] [INFO ] [main      ] MNY: Signal=1 (Conf=90.0%), Magnitude=4.63% (Conf=47.227%)
[2025-12-16T20:36:14.572862] [INFO ] [main      ] Fetching symbol history for BMEZ...
[2025-12-16T20:36:14.572911] [DEBUG] [REMOTE    ] BMEZ: Fetching historical data.
[2025-12-16T20:36:14.573649] [INFO ] [main      ] Progress: 293/435 forecasts completed (67.4%). MNY finished in 0.6s. ETA: 23.9s. Rate: 356.84 forecasts/min
[2025-12-16T20:36:14.574566] [DEBUG] [MAG       ] UNMA: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:14.584008] [DEBUG] [REMOTE    ] BMEZ: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:14.585372] [DEBUG] [LOCAL     ] Loaded configuration for BMEZ: 7 features, N/A% accuracy
[2025-12-16T20:36:14.585425] [INFO ] [LOCAL     ] BMEZ: Loaded 7 optimal features with 47.49% confidence from JSON config
[2025-12-16T20:36:14.585456] [DEBUG] [MAG       ] Building data for symbol: BMEZ with lookback: 0
[2025-12-16T20:36:14.586435] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-16T20:36:14.586496] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:36:14.591669] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:14.593407] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:36:14.594082] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:36:14.594509] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:36:14.594918] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-16T20:36:14.596058] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-16T20:36:14.596936] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:14.623628] [DEBUG] [MAG       ] VTS: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:14.625862] [DEBUG] [MAG       ] OPAD: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:14.635702] [INFO ] [LOCAL     ] UNMA: Saved forecast.
[2025-12-16T20:36:14.635769] [INFO ] [main      ] UNMA: Signal=1 (Conf=90.0%), Magnitude=-0.98% (Conf=64.7029%)
[2025-12-16T20:36:14.636119] [INFO ] [main      ] Fetching symbol history for PSTL...
[2025-12-16T20:36:14.636168] [DEBUG] [REMOTE    ] PSTL: Fetching historical data.
[2025-12-16T20:36:14.636641] [INFO ] [main      ] Progress: 294/435 forecasts completed (67.6%). UNMA finished in 0.6s. ETA: 23.7s. Rate: 357.60 forecasts/min
[2025-12-16T20:36:14.647096] [DEBUG] [REMOTE    ] PSTL: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:14.647892] [DEBUG] [LOCAL     ] Loaded configuration for PSTL: 1 features, N/A% accuracy
[2025-12-16T20:36:14.647942] [INFO ] [LOCAL     ] PSTL: Loaded 1 optimal features with 54.79% confidence from JSON config
[2025-12-16T20:36:14.647973] [DEBUG] [MAG       ] Building data for symbol: PSTL with lookback: 0
[2025-12-16T20:36:14.648761] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-16T20:36:14.648817] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:36:14.653691] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:14.688960] [INFO ] [LOCAL     ] OPAD: Saved forecast.
[2025-12-16T20:36:14.689034] [INFO ] [main      ] OPAD: Signal=1 (Conf=90.0%), Magnitude=0.22% (Conf=48.7343%)
[2025-12-16T20:36:14.689413] [INFO ] [main      ] Fetching symbol history for S...
[2025-12-16T20:36:14.689465] [DEBUG] [REMOTE    ] S: Fetching historical data.
[2025-12-16T20:36:14.689452] [INFO ] [main      ] Progress: 295/435 forecasts completed (67.8%). OPAD finished in 0.7s. ETA: 23.4s. Rate: 358.43 forecasts/min
[2025-12-16T20:36:14.698296] [INFO ] [LOCAL     ] VTS: Saved forecast.
[2025-12-16T20:36:14.698358] [INFO ] [main      ] VTS: Signal=1 (Conf=90.0%), Magnitude=-5.06% (Conf=64.626%)
[2025-12-16T20:36:14.698665] [INFO ] [main      ] Fetching symbol history for ARM...
[2025-12-16T20:36:14.698715] [DEBUG] [REMOTE    ] ARM: Fetching historical data.
[2025-12-16T20:36:14.699664] [INFO ] [main      ] Progress: 296/435 forecasts completed (68.0%). VTS finished in 0.6s. ETA: 23.2s. Rate: 359.57 forecasts/min
[2025-12-16T20:36:14.704098] [DEBUG] [REMOTE    ] S: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:14.704931] [DEBUG] [LOCAL     ] Loaded configuration for S: 6 features, N/A% accuracy
[2025-12-16T20:36:14.704981] [INFO ] [LOCAL     ] S: Loaded 6 optimal features with 63.38% confidence from JSON config
[2025-12-16T20:36:14.707993] [DEBUG] [MAG       ] Building data for symbol: S with lookback: 0
[2025-12-16T20:36:14.708807] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-16T20:36:14.708868] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:36:14.709486] [DEBUG] [REMOTE    ] ARM: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:14.710200] [DEBUG] [LOCAL     ] Loaded configuration for ARM: 8 features, N/A% accuracy
[2025-12-16T20:36:14.710260] [INFO ] [LOCAL     ] ARM: Loaded 8 optimal features with 45.92% confidence from JSON config
[2025-12-16T20:36:14.710301] [DEBUG] [MAG       ] Building data for symbol: ARM with lookback: 0
[2025-12-16T20:36:14.711080] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-16T20:36:14.711141] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:36:14.713740] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:14.715482] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:36:14.715924] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:14.715960] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:36:14.716384] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:36:14.716786] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-16T20:36:14.717660] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:36:14.717777] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:14.718125] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:36:14.718549] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:36:14.718946] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-16T20:36:14.719839] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-16T20:36:14.722156] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-16T20:36:14.723524] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:14.932975] [DEBUG] [MAG       ] BMEZ: Last date is validated at 2025-12-16
[2025-12-16T20:36:14.987750] [DEBUG] [MAG       ] PSTL: Last date is validated at 2025-12-16
[2025-12-16T20:36:15.058309] [DEBUG] [MAG       ] S: Last date is validated at 2025-12-16
[2025-12-16T20:36:15.059809] [DEBUG] [MAG       ] ARM: Last date is validated at 2025-12-16
[2025-12-16T20:36:15.103027] [DEBUG] [MAG       ] BMEZ: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:15.151880] [DEBUG] [MAG       ] PSTL: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:15.166450] [INFO ] [LOCAL     ] BMEZ: Saved forecast.
[2025-12-16T20:36:15.166516] [INFO ] [main      ] BMEZ: Signal=1 (Conf=90.0%), Magnitude=1.63% (Conf=47.4906%)
[2025-12-16T20:36:15.166900] [INFO ] [main      ] Fetching symbol history for SSYS...
[2025-12-16T20:36:15.166952] [DEBUG] [REMOTE    ] SSYS: Fetching historical data.
[2025-12-16T20:36:15.167661] [INFO ] [main      ] Progress: 297/435 forecasts completed (68.3%). BMEZ finished in 0.6s. ETA: 23.2s. Rate: 357.40 forecasts/min
[2025-12-16T20:36:15.177563] [DEBUG] [REMOTE    ] SSYS: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:15.178407] [DEBUG] [LOCAL     ] Loaded configuration for SSYS: 9 features, N/A% accuracy
[2025-12-16T20:36:15.178457] [INFO ] [LOCAL     ] SSYS: Loaded 9 optimal features with 57.61% confidence from JSON config
[2025-12-16T20:36:15.178497] [DEBUG] [MAG       ] Building data for symbol: SSYS with lookback: 0
[2025-12-16T20:36:15.179298] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-16T20:36:15.179361] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:36:15.184191] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:15.185936] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:36:15.186390] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:36:15.186786] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-16T20:36:15.188367] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-16T20:36:15.209527] [INFO ] [LOCAL     ] PSTL: Saved forecast.
[2025-12-16T20:36:15.209609] [INFO ] [main      ] PSTL: Signal=1 (Conf=90.0%), Magnitude=0.61% (Conf=54.7863%)
[2025-12-16T20:36:15.209761] [INFO ] [main      ] Fetching symbol history for WTI...
[2025-12-16T20:36:15.209804] [DEBUG] [REMOTE    ] WTI: Fetching historical data.
[2025-12-16T20:36:15.212236] [INFO ] [main      ] Progress: 298/435 forecasts completed (68.5%). PSTL finished in 0.6s. ETA: 22.9s. Rate: 358.28 forecasts/min
[2025-12-16T20:36:15.220761] [DEBUG] [REMOTE    ] WTI: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:15.221515] [DEBUG] [LOCAL     ] Loaded configuration for WTI: 4 features, N/A% accuracy
[2025-12-16T20:36:15.221565] [INFO ] [LOCAL     ] WTI: Loaded 4 optimal features with 60.56% confidence from JSON config
[2025-12-16T20:36:15.221625] [DEBUG] [MAG       ] Building data for symbol: WTI with lookback: 0
[2025-12-16T20:36:15.222392] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-16T20:36:15.222455] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-16T20:36:15.225246] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-16T20:36:15.226042] [DEBUG] [MAG       ] S: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:15.226308] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-16T20:36:15.226413] [DEBUG] [MAG       ] ARM: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:15.227249] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-16T20:36:15.228976] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-16T20:36:15.230607] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:15.276101] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-16T20:36:15.276852] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-16T20:36:15.278853] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:15.302822] [INFO ] [LOCAL     ] S: Saved forecast.
[2025-12-16T20:36:15.302888] [INFO ] [main      ] S: Signal=1 (Conf=90.0%), Magnitude=2.96% (Conf=63.3835%)
[2025-12-16T20:36:15.303219] [INFO ] [main      ] Fetching symbol history for MRUS...
[2025-12-16T20:36:15.303269] [DEBUG] [REMOTE    ] MRUS: Fetching historical data.
[2025-12-16T20:36:15.303247] [INFO ] [main      ] Progress: 299/435 forecasts completed (68.7%). S finished in 0.6s. ETA: 22.7s. Rate: 358.83 forecasts/min
[2025-12-16T20:36:15.314451] [DEBUG] [REMOTE    ] MRUS: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:15.315464] [DEBUG] [LOCAL     ] Loaded configuration for MRUS: 7 features, N/A% accuracy
[2025-12-16T20:36:15.315517] [INFO ] [LOCAL     ] MRUS: Loaded 7 optimal features with 31.69% confidence from JSON config
[2025-12-16T20:36:15.315547] [DEBUG] [MAG       ] Building data for symbol: MRUS with lookback: 0
[2025-12-16T20:36:15.316321] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-16T20:36:15.316381] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:36:15.321214] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:15.322948] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:36:15.323406] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:36:15.323852] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:36:15.324228] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-16T20:36:15.324970] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-16T20:36:15.325655] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:15.353087] [INFO ] [LOCAL     ] ARM: Saved forecast.
[2025-12-16T20:36:15.353152] [INFO ] [main      ] ARM: Signal=1 (Conf=90.0%), Magnitude=-12.51% (Conf=45.9161%)
[2025-12-16T20:36:15.353303] [INFO ] [main      ] Fetching symbol history for ZBH...
[2025-12-16T20:36:15.353345] [DEBUG] [REMOTE    ] ZBH: Fetching historical data.
[2025-12-16T20:36:15.354030] [INFO ] [main      ] Progress: 300/435 forecasts completed (69.0%). ARM finished in 0.7s. ETA: 22.5s. Rate: 359.67 forecasts/min
[2025-12-16T20:36:15.364228] [DEBUG] [REMOTE    ] ZBH: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:15.365242] [DEBUG] [LOCAL     ] Loaded configuration for ZBH: 7 features, N/A% accuracy
[2025-12-16T20:36:15.365302] [INFO ] [LOCAL     ] ZBH: Loaded 7 optimal features with 50.26% confidence from JSON config
[2025-12-16T20:36:15.365340] [DEBUG] [MAG       ] Building data for symbol: ZBH with lookback: 0
[2025-12-16T20:36:15.366120] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-16T20:36:15.366181] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:15.367885] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:36:15.368378] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:36:15.368828] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:36:15.369228] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-16T20:36:15.478134] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-16T20:36:15.479413] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-16T20:36:15.480973] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:15.561755] [DEBUG] [MAG       ] WTI: Last date is validated at 2025-12-16
[2025-12-16T20:36:15.615209] [DEBUG] [MAG       ] SSYS: Last date is validated at 2025-12-16
[2025-12-16T20:36:15.669042] [DEBUG] [MAG       ] MRUS: Last date is validated at 2025-12-16
[2025-12-16T20:36:15.727085] [DEBUG] [MAG       ] WTI: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:15.783836] [INFO ] [LOCAL     ] WTI: Saved forecast.
[2025-12-16T20:36:15.783903] [INFO ] [main      ] WTI: Signal=1 (Conf=90.0%), Magnitude=3.77% (Conf=60.56%)
[2025-12-16T20:36:15.784253] [INFO ] [main      ] Fetching symbol history for EZGO...
[2025-12-16T20:36:15.784310] [DEBUG] [REMOTE    ] EZGO: Fetching historical data.
[2025-12-16T20:36:15.784675] [INFO ] [main      ] Progress: 301/435 forecasts completed (69.2%). WTI finished in 0.6s. ETA: 22.5s. Rate: 357.79 forecasts/min
[2025-12-16T20:36:15.792849] [DEBUG] [MAG       ] SSYS: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:15.795237] [DEBUG] [REMOTE    ] EZGO: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:15.796027] [DEBUG] [LOCAL     ] Loaded configuration for EZGO: 8 features, N/A% accuracy
[2025-12-16T20:36:15.796082] [INFO ] [LOCAL     ] EZGO: Loaded 8 optimal features with 60.79% confidence from JSON config
[2025-12-16T20:36:15.796113] [DEBUG] [MAG       ] Building data for symbol: EZGO with lookback: 0
[2025-12-16T20:36:15.796872] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-16T20:36:15.796933] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:15.798735] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:36:15.799256] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:36:15.799819] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-16T20:36:15.800740] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-16T20:36:15.803367] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-16T20:36:15.804504] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-16T20:36:15.805654] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-16T20:36:15.806705] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:15.820985] [DEBUG] [MAG       ] ZBH: Last date is validated at 2025-12-16
[2025-12-16T20:36:15.839340] [DEBUG] [MAG       ] MRUS: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:15.876093] [INFO ] [LOCAL     ] SSYS: Saved forecast.
[2025-12-16T20:36:15.876161] [INFO ] [main      ] SSYS: Signal=1 (Conf=90.0%), Magnitude=2.16% (Conf=57.6051%)
[2025-12-16T20:36:15.876639] [INFO ] [main      ] Fetching symbol history for TSLS...
[2025-12-16T20:36:15.876692] [DEBUG] [REMOTE    ] TSLS: Fetching historical data.
[2025-12-16T20:36:15.876666] [INFO ] [main      ] Progress: 302/435 forecasts completed (69.4%). SSYS finished in 0.7s. ETA: 22.3s. Rate: 358.32 forecasts/min
[2025-12-16T20:36:15.888267] [DEBUG] [REMOTE    ] TSLS: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:15.889114] [DEBUG] [LOCAL     ] Loaded configuration for TSLS: 6 features, N/A% accuracy
[2025-12-16T20:36:15.889186] [INFO ] [LOCAL     ] TSLS: Loaded 6 optimal features with 53.59% confidence from JSON config
[2025-12-16T20:36:15.889221] [DEBUG] [MAG       ] Building data for symbol: TSLS with lookback: 0
[2025-12-16T20:36:15.890040] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-16T20:36:15.890102] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:36:15.895407] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:15.897228] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:36:15.897760] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:36:15.898168] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-16T20:36:15.900650] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-16T20:36:15.941887] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:15.955615] [INFO ] [LOCAL     ] MRUS: Saved forecast.
[2025-12-16T20:36:15.955682] [INFO ] [main      ] MRUS: Signal=1 (Conf=90.0%), Magnitude=-0.80% (Conf=31.6877%)
[2025-12-16T20:36:15.955836] [INFO ] [main      ] Fetching symbol history for RCI...
[2025-12-16T20:36:15.955879] [DEBUG] [REMOTE    ] RCI: Fetching historical data.
[2025-12-16T20:36:15.957679] [INFO ] [main      ] Progress: 303/435 forecasts completed (69.7%). MRUS finished in 0.7s. ETA: 22.1s. Rate: 358.93 forecasts/min
[2025-12-16T20:36:15.967095] [DEBUG] [REMOTE    ] RCI: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:15.968229] [DEBUG] [LOCAL     ] Loaded configuration for RCI: 2 features, N/A% accuracy
[2025-12-16T20:36:15.968280] [INFO ] [LOCAL     ] RCI: Loaded 2 optimal features with 50.09% confidence from JSON config
[2025-12-16T20:36:15.968311] [DEBUG] [MAG       ] Building data for symbol: RCI with lookback: 0
[2025-12-16T20:36:15.969085] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-16T20:36:15.969144] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:36:15.973882] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-16T20:36:15.975197] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:15.994953] [DEBUG] [MAG       ] ZBH: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:16.097934] [INFO ] [LOCAL     ] ZBH: Saved forecast.
[2025-12-16T20:36:16.098005] [INFO ] [main      ] ZBH: Signal=1 (Conf=90.0%), Magnitude=-0.26% (Conf=50.2566%)
[2025-12-16T20:36:16.098359] [INFO ] [main      ] Progress: 304/435 forecasts completed (69.9%). ZBH finished in 0.7s. ETA: 21.9s. Rate: 359.12 forecasts/min
[2025-12-16T20:36:16.098485] [INFO ] [main      ] Fetching symbol history for HYI...
[2025-12-16T20:36:16.098529] [DEBUG] [REMOTE    ] HYI: Fetching historical data.
[2025-12-16T20:36:16.109607] [DEBUG] [REMOTE    ] HYI: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:16.110727] [DEBUG] [LOCAL     ] Loaded configuration for HYI: 6 features, N/A% accuracy
[2025-12-16T20:36:16.110781] [INFO ] [LOCAL     ] HYI: Loaded 6 optimal features with 44.18% confidence from JSON config
[2025-12-16T20:36:16.110814] [DEBUG] [MAG       ] Building data for symbol: HYI with lookback: 0
[2025-12-16T20:36:16.111622] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-16T20:36:16.111684] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:36:16.116704] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:16.118535] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:36:16.119040] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:36:16.119461] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-16T20:36:16.137049] [DEBUG] [MAG       ] EZGO: Last date is validated at 2025-12-16
[2025-12-16T20:36:16.160614] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-16T20:36:16.162098] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:16.289554] [DEBUG] [MAG       ] TSLS: Last date is validated at 2025-12-16
[2025-12-16T20:36:16.302721] [DEBUG] [MAG       ] EZGO: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:16.308416] [DEBUG] [MAG       ] RCI: Last date is validated at 2025-12-16
[2025-12-16T20:36:16.387884] [INFO ] [LOCAL     ] EZGO: Saved forecast.
[2025-12-16T20:36:16.387951] [INFO ] [main      ] EZGO: Signal=1 (Conf=90.0%), Magnitude=-19.14% (Conf=60.7904%)
[2025-12-16T20:36:16.388321] [INFO ] [main      ] Fetching symbol history for SHIP...
[2025-12-16T20:36:16.388381] [DEBUG] [REMOTE    ] SHIP: Fetching historical data.
[2025-12-16T20:36:16.388681] [INFO ] [main      ] Progress: 305/435 forecasts completed (70.1%). EZGO finished in 0.6s. ETA: 21.8s. Rate: 358.26 forecasts/min
[2025-12-16T20:36:16.400893] [DEBUG] [REMOTE    ] SHIP: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:16.401977] [DEBUG] [LOCAL     ] Loaded configuration for SHIP: 6 features, N/A% accuracy
[2025-12-16T20:36:16.402029] [INFO ] [LOCAL     ] SHIP: Loaded 6 optimal features with 40.82% confidence from JSON config
[2025-12-16T20:36:16.402060] [DEBUG] [MAG       ] Building data for symbol: SHIP with lookback: 0
[2025-12-16T20:36:16.402888] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-16T20:36:16.402950] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:36:16.407653] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-16T20:36:16.445632] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-16T20:36:16.446444] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-16T20:36:16.447136] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-16T20:36:16.447810] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-16T20:36:16.448925] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:16.471355] [DEBUG] [MAG       ] TSLS: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:16.474869] [DEBUG] [MAG       ] RCI: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:16.517279] [DEBUG] [MAG       ] HYI: Last date is validated at 2025-12-16
[2025-12-16T20:36:16.546269] [INFO ] [LOCAL     ] RCI: Saved forecast.
[2025-12-16T20:36:16.546336] [INFO ] [main      ] RCI: Signal=1 (Conf=90.0%), Magnitude=0.79% (Conf=50.0943%)
[2025-12-16T20:36:16.546697] [INFO ] [main      ] Fetching symbol history for FTI...
[2025-12-16T20:36:16.546747] [DEBUG] [REMOTE    ] FTI: Fetching historical data.
[2025-12-16T20:36:16.547662] [INFO ] [main      ] Progress: 306/435 forecasts completed (70.3%). RCI finished in 0.6s. ETA: 21.6s. Rate: 358.31 forecasts/min
[2025-12-16T20:36:16.555270] [INFO ] [LOCAL     ] TSLS: Saved forecast.
[2025-12-16T20:36:16.555735] [INFO ] [main      ] TSLS: Signal=1 (Conf=90.0%), Magnitude=-3.27% (Conf=53.5905%)
[2025-12-16T20:36:16.555906] [INFO ] [main      ] Fetching symbol history for DHX...
[2025-12-16T20:36:16.555952] [DEBUG] [REMOTE    ] DHX: Fetching historical data.
[2025-12-16T20:36:16.557625] [INFO ] [main      ] Progress: 307/435 forecasts completed (70.6%). TSLS finished in 0.7s. ETA: 21.4s. Rate: 359.42 forecasts/min
[2025-12-16T20:36:16.558449] [DEBUG] [REMOTE    ] FTI: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:16.559353] [DEBUG] [LOCAL     ] Loaded configuration for FTI: 8 features, N/A% accuracy
[2025-12-16T20:36:16.559414] [INFO ] [LOCAL     ] FTI: Loaded 8 optimal features with 57.43% confidence from JSON config
[2025-12-16T20:36:16.559451] [DEBUG] [MAG       ] Building data for symbol: FTI with lookback: 0
[2025-12-16T20:36:16.560224] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-16T20:36:16.560500] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:36:16.565262] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:16.567041] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:36:16.567537] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:36:16.567642] [DEBUG] [REMOTE    ] DHX: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:16.567929] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-16T20:36:16.568693] [DEBUG] [LOCAL     ] Loaded configuration for DHX: 6 features, N/A% accuracy
[2025-12-16T20:36:16.568749] [INFO ] [LOCAL     ] DHX: Loaded 6 optimal features with 44.36% confidence from JSON config
[2025-12-16T20:36:16.568781] [DEBUG] [MAG       ] Building data for symbol: DHX with lookback: 0
[2025-12-16T20:36:16.568781] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-16T20:36:16.569662] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-16T20:36:16.569736] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:16.571539] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:36:16.572080] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-16T20:36:16.574827] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-16T20:36:16.577703] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-16T20:36:16.596355] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-16T20:36:16.599476] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:16.678240] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-16T20:36:16.679782] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-16T20:36:16.682878] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:16.688788] [DEBUG] [MAG       ] HYI: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:16.753079] [INFO ] [LOCAL     ] HYI: Saved forecast.
[2025-12-16T20:36:16.753146] [INFO ] [main      ] HYI: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=44.1829%)
[2025-12-16T20:36:16.753489] [INFO ] [main      ] Progress: 308/435 forecasts completed (70.8%). HYI finished in 0.7s. ETA: 21.2s. Rate: 359.21 forecasts/min
[2025-12-16T20:36:16.753631] [INFO ] [main      ] Fetching symbol history for AIG...
[2025-12-16T20:36:16.753674] [DEBUG] [REMOTE    ] AIG: Fetching historical data.
[2025-12-16T20:36:16.764735] [DEBUG] [REMOTE    ] AIG: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:16.765759] [DEBUG] [LOCAL     ] Loaded configuration for AIG: 10 features, N/A% accuracy
[2025-12-16T20:36:16.765819] [INFO ] [LOCAL     ] AIG: Loaded 10 optimal features with 58.64% confidence from JSON config
[2025-12-16T20:36:16.765851] [DEBUG] [MAG       ] Building data for symbol: AIG with lookback: 0
[2025-12-16T20:36:16.766738] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-16T20:36:16.766804] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-16T20:36:16.769122] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-16T20:36:16.770174] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-16T20:36:16.783971] [DEBUG] [MAG       ] SHIP: Last date is validated at 2025-12-16
[2025-12-16T20:36:16.849610] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-16T20:36:16.854291] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-16T20:36:16.855503] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-16T20:36:16.857651] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:16.859368] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:36:16.859855] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-16T20:36:16.860957] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-16T20:36:16.863084] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:16.946528] [DEBUG] [MAG       ] DHX: Last date is validated at 2025-12-16
[2025-12-16T20:36:16.947356] [DEBUG] [MAG       ] SHIP: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:17.010170] [DEBUG] [MAG       ] FTI: Last date is validated at 2025-12-16
[2025-12-16T20:36:17.074173] [INFO ] [LOCAL     ] SHIP: Saved forecast.
[2025-12-16T20:36:17.074237] [INFO ] [main      ] SHIP: Signal=1 (Conf=90.0%), Magnitude=-1.41% (Conf=40.8216%)
[2025-12-16T20:36:17.074603] [INFO ] [main      ] Fetching symbol history for GAB...
[2025-12-16T20:36:17.074653] [DEBUG] [REMOTE    ] GAB: Fetching historical data.
[2025-12-16T20:36:17.074654] [INFO ] [main      ] Progress: 309/435 forecasts completed (71.0%). SHIP finished in 0.7s. ETA: 21.1s. Rate: 358.14 forecasts/min
[2025-12-16T20:36:17.085646] [DEBUG] [REMOTE    ] GAB: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:17.086669] [DEBUG] [LOCAL     ] Loaded configuration for GAB: 4 features, N/A% accuracy
[2025-12-16T20:36:17.086722] [INFO ] [LOCAL     ] GAB: Loaded 4 optimal features with 35.76% confidence from JSON config
[2025-12-16T20:36:17.086753] [DEBUG] [MAG       ] Building data for symbol: GAB with lookback: 0
[2025-12-16T20:36:17.087531] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-16T20:36:17.087611] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-16T20:36:17.088445] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-16T20:36:17.120911] [DEBUG] [MAG       ] DHX: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:17.174828] [DEBUG] [MAG       ] FTI: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:17.186839] [INFO ] [LOCAL     ] DHX: Saved forecast.
[2025-12-16T20:36:17.186906] [INFO ] [main      ] DHX: Signal=1 (Conf=90.0%), Magnitude=0.98% (Conf=44.3582%)
[2025-12-16T20:36:17.187341] [INFO ] [main      ] Fetching symbol history for SFNC...
[2025-12-16T20:36:17.187396] [DEBUG] [REMOTE    ] SFNC: Fetching historical data.
[2025-12-16T20:36:17.187661] [INFO ] [main      ] Progress: 310/435 forecasts completed (71.3%). DHX finished in 0.6s. ETA: 20.9s. Rate: 358.52 forecasts/min
[2025-12-16T20:36:17.197249] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-16T20:36:17.198269] [DEBUG] [REMOTE    ] SFNC: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:17.199292] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-16T20:36:17.199319] [DEBUG] [LOCAL     ] Loaded configuration for SFNC: 1 features, N/A% accuracy
[2025-12-16T20:36:17.199374] [INFO ] [LOCAL     ] SFNC: Loaded 1 optimal features with 51.74% confidence from JSON config
[2025-12-16T20:36:17.199404] [DEBUG] [MAG       ] Building data for symbol: SFNC with lookback: 0
[2025-12-16T20:36:17.200484] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:17.200887] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-16T20:36:17.200952] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-16T20:36:17.201747] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:17.202098] [DEBUG] [MAG       ] AIG: Last date is validated at 2025-12-16
[2025-12-16T20:36:17.265653] [INFO ] [LOCAL     ] FTI: Saved forecast.
[2025-12-16T20:36:17.265719] [INFO ] [main      ] FTI: Signal=1 (Conf=90.0%), Magnitude=-2.82% (Conf=57.4262%)
[2025-12-16T20:36:17.266058] [INFO ] [main      ] Fetching symbol history for NNI...
[2025-12-16T20:36:17.266108] [DEBUG] [REMOTE    ] NNI: Fetching historical data.
[2025-12-16T20:36:17.266337] [INFO ] [main      ] Progress: 311/435 forecasts completed (71.5%). FTI finished in 0.7s. ETA: 20.7s. Rate: 359.13 forecasts/min
[2025-12-16T20:36:17.277355] [DEBUG] [REMOTE    ] NNI: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:17.278451] [DEBUG] [LOCAL     ] Loaded configuration for NNI: 7 features, N/A% accuracy
[2025-12-16T20:36:17.278502] [INFO ] [LOCAL     ] NNI: Loaded 7 optimal features with 59.32% confidence from JSON config
[2025-12-16T20:36:17.278532] [DEBUG] [MAG       ] Building data for symbol: NNI with lookback: 0
[2025-12-16T20:36:17.279346] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-16T20:36:17.279407] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:36:17.284171] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:17.285952] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:36:17.286416] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:36:17.286860] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:36:17.287236] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-16T20:36:17.289351] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-16T20:36:17.292230] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:17.372230] [DEBUG] [MAG       ] AIG: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:17.469562] [INFO ] [LOCAL     ] AIG: Saved forecast.
[2025-12-16T20:36:17.469647] [INFO ] [main      ] AIG: Signal=1 (Conf=90.0%), Magnitude=-1.60% (Conf=58.6358%)
[2025-12-16T20:36:17.469943] [INFO ] [main      ] Fetching symbol history for BSVO...
[2025-12-16T20:36:17.469992] [DEBUG] [REMOTE    ] BSVO: Fetching historical data.
[2025-12-16T20:36:17.470895] [INFO ] [main      ] Progress: 312/435 forecasts completed (71.7%). AIG finished in 0.7s. ETA: 20.6s. Rate: 358.87 forecasts/min
[2025-12-16T20:36:17.481636] [DEBUG] [REMOTE    ] BSVO: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:17.482481] [DEBUG] [LOCAL     ] Loaded configuration for BSVO: 5 features, N/A% accuracy
[2025-12-16T20:36:17.482530] [INFO ] [LOCAL     ] BSVO: Loaded 5 optimal features with 56.58% confidence from JSON config
[2025-12-16T20:36:17.482560] [DEBUG] [MAG       ] Building data for symbol: BSVO with lookback: 0
[2025-12-16T20:36:17.483337] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-16T20:36:17.483396] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:17.485078] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:36:17.485565] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-16T20:36:17.486283] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-16T20:36:17.487300] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-16T20:36:17.488628] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:17.536002] [DEBUG] [MAG       ] GAB: Last date is validated at 2025-12-16
[2025-12-16T20:36:17.574669] [DEBUG] [MAG       ] SFNC: Last date is validated at 2025-12-16
[2025-12-16T20:36:17.624270] [DEBUG] [MAG       ] NNI: Last date is validated at 2025-12-16
[2025-12-16T20:36:17.704830] [DEBUG] [MAG       ] GAB: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:17.754858] [DEBUG] [MAG       ] SFNC: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:17.791228] [DEBUG] [MAG       ] NNI: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:17.822357] [INFO ] [LOCAL     ] GAB: Saved forecast.
[2025-12-16T20:36:17.822425] [INFO ] [main      ] GAB: Signal=1 (Conf=90.0%), Magnitude=0.38% (Conf=35.7574%)
[2025-12-16T20:36:17.822788] [INFO ] [main      ] Fetching symbol history for MEI...
[2025-12-16T20:36:17.822841] [DEBUG] [REMOTE    ] MEI: Fetching historical data.
[2025-12-16T20:36:17.823658] [INFO ] [main      ] Progress: 313/435 forecasts completed (72.0%). GAB finished in 0.7s. ETA: 20.5s. Rate: 357.61 forecasts/min
[2025-12-16T20:36:17.826372] [INFO ] [LOCAL     ] SFNC: Saved forecast.
[2025-12-16T20:36:17.826443] [INFO ] [main      ] SFNC: Signal=1 (Conf=90.0%), Magnitude=-0.29% (Conf=51.7447%)
[2025-12-16T20:36:17.826446] [DEBUG] [MAG       ] BSVO: Last date is validated at 2025-12-16
[2025-12-16T20:36:17.826911] [INFO ] [main      ] Progress: 314/435 forecasts completed (72.2%). SFNC finished in 0.6s. ETA: 20.2s. Rate: 358.73 forecasts/min
[2025-12-16T20:36:17.827131] [INFO ] [main      ] Fetching symbol history for TDF...
[2025-12-16T20:36:17.827181] [DEBUG] [REMOTE    ] TDF: Fetching historical data.
[2025-12-16T20:36:17.833438] [DEBUG] [REMOTE    ] MEI: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:17.834552] [DEBUG] [LOCAL     ] Loaded configuration for MEI: 5 features, N/A% accuracy
[2025-12-16T20:36:17.834621] [INFO ] [LOCAL     ] MEI: Loaded 5 optimal features with 64.79% confidence from JSON config
[2025-12-16T20:36:17.834652] [DEBUG] [MAG       ] Building data for symbol: MEI with lookback: 0
[2025-12-16T20:36:17.835410] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-16T20:36:17.835470] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-16T20:36:17.837384] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:17.838842] [DEBUG] [REMOTE    ] TDF: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:17.839185] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:36:17.839682] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-16T20:36:17.839694] [DEBUG] [LOCAL     ] Loaded configuration for TDF: 6 features, N/A% accuracy
[2025-12-16T20:36:17.839746] [INFO ] [LOCAL     ] TDF: Loaded 6 optimal features with 67.98% confidence from JSON config
[2025-12-16T20:36:17.839779] [DEBUG] [MAG       ] Building data for symbol: TDF with lookback: 0
[2025-12-16T20:36:17.840567] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-16T20:36:17.840652] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:36:17.840802] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-16T20:36:17.842812] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:17.845777] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:17.847631] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:36:17.848113] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:36:17.848513] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-16T20:36:17.852917] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-16T20:36:17.855308] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:17.899947] [INFO ] [LOCAL     ] NNI: Saved forecast.
[2025-12-16T20:36:17.900012] [INFO ] [main      ] NNI: Signal=1 (Conf=90.0%), Magnitude=-1.08% (Conf=59.3173%)
[2025-12-16T20:36:17.900342] [INFO ] [main      ] Fetching symbol history for BNTX...
[2025-12-16T20:36:17.900392] [DEBUG] [REMOTE    ] BNTX: Fetching historical data.
[2025-12-16T20:36:17.901649] [INFO ] [main      ] Progress: 315/435 forecasts completed (72.4%). NNI finished in 0.6s. ETA: 20.0s. Rate: 359.36 forecasts/min
[2025-12-16T20:36:17.912559] [DEBUG] [REMOTE    ] BNTX: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:17.914014] [DEBUG] [LOCAL     ] Loaded configuration for BNTX: 2 features, N/A% accuracy
[2025-12-16T20:36:17.914065] [INFO ] [LOCAL     ] BNTX: Loaded 2 optimal features with 50.49% confidence from JSON config
[2025-12-16T20:36:17.914095] [DEBUG] [MAG       ] Building data for symbol: BNTX with lookback: 0
[2025-12-16T20:36:17.915029] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-16T20:36:17.915087] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:36:17.919960] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-16T20:36:17.921150] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:17.991336] [DEBUG] [MAG       ] BSVO: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:18.057168] [INFO ] [LOCAL     ] BSVO: Saved forecast.
[2025-12-16T20:36:18.057238] [INFO ] [main      ] BSVO: Signal=1 (Conf=90.0%), Magnitude=0.55% (Conf=56.5804%)
[2025-12-16T20:36:18.057402] [INFO ] [main      ] Fetching symbol history for FBIN...
[2025-12-16T20:36:18.057444] [DEBUG] [REMOTE    ] FBIN: Fetching historical data.
[2025-12-16T20:36:18.058784] [INFO ] [main      ] Progress: 316/435 forecasts completed (72.6%). BSVO finished in 0.6s. ETA: 19.9s. Rate: 359.42 forecasts/min
[2025-12-16T20:36:18.068794] [DEBUG] [REMOTE    ] FBIN: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:18.070172] [DEBUG] [LOCAL     ] Loaded configuration for FBIN: 4 features, N/A% accuracy
[2025-12-16T20:36:18.070223] [INFO ] [LOCAL     ] FBIN: Loaded 4 optimal features with 58.57% confidence from JSON config
[2025-12-16T20:36:18.070253] [DEBUG] [MAG       ] Building data for symbol: FBIN with lookback: 0
[2025-12-16T20:36:18.071028] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-16T20:36:18.071087] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:18.072736] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:36:18.073228] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:36:18.073630] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-16T20:36:18.074356] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:18.196266] [DEBUG] [MAG       ] TDF: Last date is validated at 2025-12-16
[2025-12-16T20:36:18.198289] [DEBUG] [MAG       ] MEI: Last date is validated at 2025-12-16
[2025-12-16T20:36:18.249340] [DEBUG] [MAG       ] BNTX: Last date is validated at 2025-12-16
[2025-12-16T20:36:18.364713] [DEBUG] [MAG       ] MEI: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:18.368547] [DEBUG] [MAG       ] TDF: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:18.405901] [DEBUG] [MAG       ] FBIN: Last date is validated at 2025-12-16
[2025-12-16T20:36:18.415262] [DEBUG] [MAG       ] BNTX: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:18.431734] [INFO ] [LOCAL     ] TDF: Saved forecast.
[2025-12-16T20:36:18.431798] [INFO ] [main      ] TDF: Signal=1 (Conf=90.0%), Magnitude=-0.11% (Conf=67.98%)
[2025-12-16T20:36:18.432131] [INFO ] [main      ] Progress: 317/435 forecasts completed (72.9%). TDF finished in 0.6s. ETA: 19.8s. Rate: 358.03 forecasts/min
[2025-12-16T20:36:18.432257] [INFO ] [main      ] Fetching symbol history for COLM...
[2025-12-16T20:36:18.432299] [DEBUG] [REMOTE    ] COLM: Fetching historical data.
[2025-12-16T20:36:18.442628] [INFO ] [LOCAL     ] MEI: Saved forecast.
[2025-12-16T20:36:18.442697] [INFO ] [main      ] MEI: Signal=1 (Conf=90.0%), Magnitude=5.48% (Conf=64.7936%)
[2025-12-16T20:36:18.442788] [DEBUG] [REMOTE    ] COLM: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:18.443132] [INFO ] [main      ] Fetching symbol history for JCI...
[2025-12-16T20:36:18.443183] [DEBUG] [REMOTE    ] JCI: Fetching historical data.
[2025-12-16T20:36:18.443198] [INFO ] [main      ] Progress: 318/435 forecasts completed (73.1%). MEI finished in 0.6s. ETA: 19.5s. Rate: 359.08 forecasts/min
[2025-12-16T20:36:18.444620] [DEBUG] [LOCAL     ] Loaded configuration for COLM: 8 features, N/A% accuracy
[2025-12-16T20:36:18.444678] [INFO ] [LOCAL     ] COLM: Loaded 8 optimal features with 54.90% confidence from JSON config
[2025-12-16T20:36:18.444709] [DEBUG] [MAG       ] Building data for symbol: COLM with lookback: 0
[2025-12-16T20:36:18.445538] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-16T20:36:18.445640] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-16T20:36:18.454006] [DEBUG] [REMOTE    ] JCI: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:18.454651] [DEBUG] [LOCAL     ] Loaded configuration for JCI: 6 features, N/A% accuracy
[2025-12-16T20:36:18.454702] [INFO ] [LOCAL     ] JCI: Loaded 6 optimal features with 57.44% confidence from JSON config
[2025-12-16T20:36:18.454734] [DEBUG] [MAG       ] Building data for symbol: JCI with lookback: 0
[2025-12-16T20:36:18.455492] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-16T20:36:18.455554] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:36:18.460374] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:18.462208] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:36:18.462697] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-16T20:36:18.465443] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-16T20:36:18.486806] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-16T20:36:18.488764] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-16T20:36:18.489898] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:18.492045] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:36:18.492488] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-16T20:36:18.494222] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-16T20:36:18.495282] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-16T20:36:18.495990] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:18.506668] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-16T20:36:18.508082] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:18.544199] [INFO ] [LOCAL     ] BNTX: Saved forecast.
[2025-12-16T20:36:18.544268] [INFO ] [main      ] BNTX: Signal=1 (Conf=90.0%), Magnitude=2.75% (Conf=50.4893%)
[2025-12-16T20:36:18.544671] [INFO ] [main      ] Fetching symbol history for MMLP...
[2025-12-16T20:36:18.544729] [DEBUG] [REMOTE    ] MMLP: Fetching historical data.
[2025-12-16T20:36:18.546687] [INFO ] [main      ] Progress: 319/435 forecasts completed (73.3%). BNTX finished in 0.6s. ETA: 19.4s. Rate: 359.51 forecasts/min
[2025-12-16T20:36:18.556934] [DEBUG] [REMOTE    ] MMLP: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:18.557833] [DEBUG] [LOCAL     ] Loaded configuration for MMLP: 2 features, N/A% accuracy
[2025-12-16T20:36:18.557889] [INFO ] [LOCAL     ] MMLP: Loaded 2 optimal features with 52.79% confidence from JSON config
[2025-12-16T20:36:18.557932] [DEBUG] [MAG       ] Building data for symbol: MMLP with lookback: 0
[2025-12-16T20:36:18.558770] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-16T20:36:18.558831] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-16T20:36:18.559784] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-16T20:36:18.561152] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:18.578247] [DEBUG] [MAG       ] FBIN: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:18.675167] [INFO ] [LOCAL     ] FBIN: Saved forecast.
[2025-12-16T20:36:18.675234] [INFO ] [main      ] FBIN: Signal=1 (Conf=90.0%), Magnitude=-1.97% (Conf=58.5696%)
[2025-12-16T20:36:18.675424] [INFO ] [main      ] Fetching symbol history for ADC...
[2025-12-16T20:36:18.675506] [DEBUG] [REMOTE    ] ADC: Fetching historical data.
[2025-12-16T20:36:18.677661] [INFO ] [main      ] Progress: 320/435 forecasts completed (73.6%). FBIN finished in 0.6s. ETA: 19.2s. Rate: 359.75 forecasts/min
[2025-12-16T20:36:18.686504] [DEBUG] [REMOTE    ] ADC: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:18.687833] [DEBUG] [LOCAL     ] Loaded configuration for ADC: 7 features, N/A% accuracy
[2025-12-16T20:36:18.687884] [INFO ] [LOCAL     ] ADC: Loaded 7 optimal features with 61.44% confidence from JSON config
[2025-12-16T20:36:18.687915] [DEBUG] [MAG       ] Building data for symbol: ADC with lookback: 0
[2025-12-16T20:36:18.688858] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-16T20:36:18.688920] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:36:18.694074] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:18.696034] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:36:18.696491] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:36:18.697035] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-16T20:36:18.699402] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-16T20:36:18.775792] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-16T20:36:18.777389] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:18.850673] [DEBUG] [MAG       ] COLM: Last date is validated at 2025-12-16
[2025-12-16T20:36:18.856890] [DEBUG] [MAG       ] JCI: Last date is validated at 2025-12-16
[2025-12-16T20:36:18.906226] [DEBUG] [MAG       ] MMLP: Last date is validated at 2025-12-16
[2025-12-16T20:36:19.017259] [DEBUG] [MAG       ] COLM: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:19.039299] [DEBUG] [MAG       ] JCI: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:19.077041] [DEBUG] [MAG       ] MMLP: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:19.119228] [INFO ] [LOCAL     ] COLM: Saved forecast.
[2025-12-16T20:36:19.119296] [INFO ] [main      ] COLM: Signal=1 (Conf=90.0%), Magnitude=0.86% (Conf=54.8989%)
[2025-12-16T20:36:19.119657] [INFO ] [main      ] Progress: 321/435 forecasts completed (73.8%). COLM finished in 0.7s. ETA: 19.1s. Rate: 357.91 forecasts/min
[2025-12-16T20:36:19.119780] [INFO ] [main      ] Fetching symbol history for PLPC...
[2025-12-16T20:36:19.119822] [DEBUG] [REMOTE    ] PLPC: Fetching historical data.
[2025-12-16T20:36:19.120775] [DEBUG] [MAG       ] ADC: Last date is validated at 2025-12-16
[2025-12-16T20:36:19.130244] [DEBUG] [REMOTE    ] PLPC: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:19.131220] [DEBUG] [LOCAL     ] Loaded configuration for PLPC: 4 features, N/A% accuracy
[2025-12-16T20:36:19.131271] [INFO ] [LOCAL     ] PLPC: Loaded 4 optimal features with 48.35% confidence from JSON config
[2025-12-16T20:36:19.131305] [DEBUG] [MAG       ] Building data for symbol: PLPC with lookback: 0
[2025-12-16T20:36:19.131843] [INFO ] [LOCAL     ] MMLP: Saved forecast.
[2025-12-16T20:36:19.131911] [INFO ] [main      ] MMLP: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=52.7941%)
[2025-12-16T20:36:19.132125] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-16T20:36:19.132290] [INFO ] [main      ] Fetching symbol history for FOF...
[2025-12-16T20:36:19.132346] [DEBUG] [REMOTE    ] FOF: Fetching historical data.
[2025-12-16T20:36:19.133224] [INFO ] [main      ] Progress: 322/435 forecasts completed (74.0%). MMLP finished in 0.6s. ETA: 18.9s. Rate: 358.94 forecasts/min
[2025-12-16T20:36:19.132185] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:36:19.141324] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:19.143200] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:36:19.143696] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:36:19.144135] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:19.144887] [DEBUG] [REMOTE    ] FOF: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:19.145722] [DEBUG] [LOCAL     ] Loaded configuration for FOF: 8 features, N/A% accuracy
[2025-12-16T20:36:19.145777] [INFO ] [LOCAL     ] FOF: Loaded 8 optimal features with 54.41% confidence from JSON config
[2025-12-16T20:36:19.145810] [DEBUG] [MAG       ] Building data for symbol: FOF with lookback: 0
[2025-12-16T20:36:19.146636] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-16T20:36:19.146701] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:36:19.151021] [INFO ] [LOCAL     ] JCI: Saved forecast.
[2025-12-16T20:36:19.151090] [INFO ] [main      ] JCI: Signal=1 (Conf=90.0%), Magnitude=-0.33% (Conf=57.4358%)
[2025-12-16T20:36:19.151471] [INFO ] [main      ] Progress: 323/435 forecasts completed (74.3%). JCI finished in 0.7s. ETA: 18.7s. Rate: 359.93 forecasts/min
[2025-12-16T20:36:19.151674] [INFO ] [main      ] Fetching symbol history for RLI...
[2025-12-16T20:36:19.151721] [DEBUG] [REMOTE    ] RLI: Fetching historical data.
[2025-12-16T20:36:19.152007] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-16T20:36:19.152892] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-16T20:36:19.154261] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:19.156082] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:36:19.156560] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-16T20:36:19.157791] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-16T20:36:19.159931] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-16T20:36:19.162999] [DEBUG] [REMOTE    ] RLI: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:19.164144] [DEBUG] [LOCAL     ] Loaded configuration for RLI: 1 features, N/A% accuracy
[2025-12-16T20:36:19.164201] [INFO ] [LOCAL     ] RLI: Loaded 1 optimal features with 55.34% confidence from JSON config
[2025-12-16T20:36:19.164232] [DEBUG] [MAG       ] Building data for symbol: RLI with lookback: 0
[2025-12-16T20:36:19.165067] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-16T20:36:19.165129] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-16T20:36:19.166156] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:19.169745] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:19.293523] [DEBUG] [MAG       ] ADC: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:19.380904] [INFO ] [LOCAL     ] ADC: Saved forecast.
[2025-12-16T20:36:19.380970] [INFO ] [main      ] ADC: Signal=1 (Conf=90.0%), Magnitude=-0.38% (Conf=61.4393%)
[2025-12-16T20:36:19.381119] [INFO ] [main      ] Fetching symbol history for TRC...
[2025-12-16T20:36:19.381162] [DEBUG] [REMOTE    ] TRC: Fetching historical data.
[2025-12-16T20:36:19.381872] [INFO ] [main      ] Progress: 324/435 forecasts completed (74.5%). ADC finished in 0.7s. ETA: 18.5s. Rate: 359.51 forecasts/min
[2025-12-16T20:36:19.392778] [DEBUG] [REMOTE    ] TRC: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:19.393535] [DEBUG] [LOCAL     ] Loaded configuration for TRC: 7 features, N/A% accuracy
[2025-12-16T20:36:19.393615] [INFO ] [LOCAL     ] TRC: Loaded 7 optimal features with 64.29% confidence from JSON config
[2025-12-16T20:36:19.393649] [DEBUG] [MAG       ] Building data for symbol: TRC with lookback: 0
[2025-12-16T20:36:19.394390] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-16T20:36:19.394451] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:19.396125] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:36:19.396624] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:36:19.397010] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-16T20:36:19.397950] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-16T20:36:19.398558] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-16T20:36:19.400546] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-16T20:36:19.403255] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:19.474823] [DEBUG] [MAG       ] PLPC: Last date is validated at 2025-12-16
[2025-12-16T20:36:19.506122] [DEBUG] [MAG       ] FOF: Last date is validated at 2025-12-16
[2025-12-16T20:36:19.524598] [DEBUG] [MAG       ] RLI: Last date is validated at 2025-12-16
[2025-12-16T20:36:19.642174] [DEBUG] [MAG       ] PLPC: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:19.673755] [DEBUG] [MAG       ] FOF: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:19.695017] [DEBUG] [MAG       ] RLI: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:19.740337] [INFO ] [LOCAL     ] FOF: Saved forecast.
[2025-12-16T20:36:19.740416] [INFO ] [main      ] FOF: Signal=1 (Conf=90.0%), Magnitude=-0.04% (Conf=54.4128%)
[2025-12-16T20:36:19.740783] [INFO ] [main      ] Fetching symbol history for BIAF...
[2025-12-16T20:36:19.740837] [DEBUG] [REMOTE    ] BIAF: Fetching historical data.
[2025-12-16T20:36:19.740834] [INFO ] [main      ] Progress: 325/435 forecasts completed (74.7%). FOF finished in 0.6s. ETA: 18.4s. Rate: 358.24 forecasts/min
[2025-12-16T20:36:19.751943] [DEBUG] [REMOTE    ] BIAF: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:19.753113] [DEBUG] [LOCAL     ] Loaded configuration for BIAF: 6 features, N/A% accuracy
[2025-12-16T20:36:19.753166] [INFO ] [LOCAL     ] BIAF: Loaded 6 optimal features with 49.21% confidence from JSON config
[2025-12-16T20:36:19.753199] [DEBUG] [MAG       ] Building data for symbol: BIAF with lookback: 0
[2025-12-16T20:36:19.753995] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-16T20:36:19.754059] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:19.755806] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:36:19.756312] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:36:19.756777] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:36:19.757178] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-16T20:36:19.768296] [INFO ] [LOCAL     ] PLPC: Saved forecast.
[2025-12-16T20:36:19.768362] [INFO ] [main      ] PLPC: Signal=1 (Conf=90.0%), Magnitude=-1.32% (Conf=48.3497%)
[2025-12-16T20:36:19.768828] [INFO ] [main      ] Fetching symbol history for GSK...
[2025-12-16T20:36:19.768874] [DEBUG] [REMOTE    ] GSK: Fetching historical data.
[2025-12-16T20:36:19.768742] [INFO ] [main      ] Progress: 326/435 forecasts completed (74.9%). PLPC finished in 0.6s. ETA: 18.2s. Rate: 359.16 forecasts/min
[2025-12-16T20:36:19.769813] [DEBUG] [MAG       ] TRC: Last date is validated at 2025-12-16
[2025-12-16T20:36:19.779588] [DEBUG] [REMOTE    ] GSK: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:19.780404] [DEBUG] [LOCAL     ] Loaded configuration for GSK: 4 features, N/A% accuracy
[2025-12-16T20:36:19.780454] [INFO ] [LOCAL     ] GSK: Loaded 4 optimal features with 61.58% confidence from JSON config
[2025-12-16T20:36:19.780485] [DEBUG] [MAG       ] Building data for symbol: GSK with lookback: 0
[2025-12-16T20:36:19.781259] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-16T20:36:19.781320] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:19.783057] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:36:19.783603] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:36:19.783888] [INFO ] [LOCAL     ] RLI: Saved forecast.
[2025-12-16T20:36:19.783966] [INFO ] [main      ] RLI: Signal=1 (Conf=90.0%), Magnitude=2.82% (Conf=55.3425%)
[2025-12-16T20:36:19.784029] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-16T20:36:19.784354] [INFO ] [main      ] Progress: 327/435 forecasts completed (75.2%). RLI finished in 0.6s. ETA: 18.0s. Rate: 360.15 forecasts/min
[2025-12-16T20:36:19.784559] [INFO ] [main      ] Fetching symbol history for GHRS...
[2025-12-16T20:36:19.784626] [DEBUG] [REMOTE    ] GHRS: Fetching historical data.
[2025-12-16T20:36:19.796496] [DEBUG] [REMOTE    ] GHRS: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:19.797641] [DEBUG] [LOCAL     ] Loaded configuration for GHRS: 4 features, N/A% accuracy
[2025-12-16T20:36:19.797698] [INFO ] [LOCAL     ] GHRS: Loaded 4 optimal features with 50.86% confidence from JSON config
[2025-12-16T20:36:19.797729] [DEBUG] [MAG       ] Building data for symbol: GHRS with lookback: 0
[2025-12-16T20:36:19.798553] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-16T20:36:19.798636] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-16T20:36:19.799478] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-16T20:36:19.801109] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-16T20:36:19.802174] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-16T20:36:19.804067] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:19.823406] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:19.868951] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-16T20:36:19.870959] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:19.940225] [DEBUG] [MAG       ] TRC: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:20.010342] [INFO ] [LOCAL     ] TRC: Saved forecast.
[2025-12-16T20:36:20.010416] [INFO ] [main      ] TRC: Signal=1 (Conf=90.0%), Magnitude=-0.52% (Conf=64.291%)
[2025-12-16T20:36:20.010597] [INFO ] [main      ] Fetching symbol history for WNEB...
[2025-12-16T20:36:20.010643] [DEBUG] [REMOTE    ] WNEB: Fetching historical data.
[2025-12-16T20:36:20.012745] [INFO ] [main      ] Progress: 328/435 forecasts completed (75.4%). TRC finished in 0.6s. ETA: 17.8s. Rate: 359.75 forecasts/min
[2025-12-16T20:36:20.021303] [DEBUG] [REMOTE    ] WNEB: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:20.022445] [DEBUG] [LOCAL     ] Loaded configuration for WNEB: 4 features, N/A% accuracy
[2025-12-16T20:36:20.022498] [INFO ] [LOCAL     ] WNEB: Loaded 4 optimal features with 43.15% confidence from JSON config
[2025-12-16T20:36:20.022529] [DEBUG] [MAG       ] Building data for symbol: WNEB with lookback: 0
[2025-12-16T20:36:20.023337] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-16T20:36:20.023403] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:20.025131] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:36:20.025651] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:36:20.026108] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-16T20:36:20.026885] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:20.152976] [DEBUG] [MAG       ] GHRS: Last date is validated at 2025-12-16
[2025-12-16T20:36:20.155332] [DEBUG] [MAG       ] GSK: Last date is validated at 2025-12-16
[2025-12-16T20:36:20.202478] [DEBUG] [MAG       ] BIAF: Last date is validated at 2025-12-16
[2025-12-16T20:36:20.318211] [DEBUG] [MAG       ] GSK: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:20.319839] [DEBUG] [MAG       ] GHRS: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:20.362211] [DEBUG] [MAG       ] WNEB: Last date is validated at 2025-12-16
[2025-12-16T20:36:20.373149] [DEBUG] [MAG       ] BIAF: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:20.396838] [INFO ] [LOCAL     ] GSK: Saved forecast.
[2025-12-16T20:36:20.396913] [INFO ] [main      ] GSK: Signal=1 (Conf=90.0%), Magnitude=-0.72% (Conf=61.5832%)
[2025-12-16T20:36:20.397240] [INFO ] [main      ] Fetching symbol history for HELE...
[2025-12-16T20:36:20.397290] [DEBUG] [REMOTE    ] HELE: Fetching historical data.
[2025-12-16T20:36:20.397270] [INFO ] [main      ] Progress: 329/435 forecasts completed (75.6%). GSK finished in 0.6s. ETA: 17.7s. Rate: 358.33 forecasts/min
[2025-12-16T20:36:20.407906] [INFO ] [LOCAL     ] GHRS: Saved forecast.
[2025-12-16T20:36:20.407968] [INFO ] [main      ] GHRS: Signal=1 (Conf=90.0%), Magnitude=-3.95% (Conf=50.8551%)
[2025-12-16T20:36:20.407929] [DEBUG] [REMOTE    ] HELE: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:20.408386] [INFO ] [main      ] Progress: 330/435 forecasts completed (75.9%). GHRS finished in 0.6s. ETA: 17.5s. Rate: 359.34 forecasts/min
[2025-12-16T20:36:20.408505] [INFO ] [main      ] Fetching symbol history for WB...
[2025-12-16T20:36:20.408548] [DEBUG] [REMOTE    ] WB: Fetching historical data.
[2025-12-16T20:36:20.408773] [DEBUG] [LOCAL     ] Loaded configuration for HELE: 3 features, N/A% accuracy
[2025-12-16T20:36:20.408828] [INFO ] [LOCAL     ] HELE: Loaded 3 optimal features with 55.36% confidence from JSON config
[2025-12-16T20:36:20.408860] [DEBUG] [MAG       ] Building data for symbol: HELE with lookback: 0
[2025-12-16T20:36:20.409676] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-16T20:36:20.409736] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:36:20.414465] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-16T20:36:20.419274] [DEBUG] [REMOTE    ] WB: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:20.420176] [DEBUG] [LOCAL     ] Loaded configuration for WB: 5 features, N/A% accuracy
[2025-12-16T20:36:20.420227] [INFO ] [LOCAL     ] WB: Loaded 5 optimal features with 61.34% confidence from JSON config
[2025-12-16T20:36:20.420258] [DEBUG] [MAG       ] Building data for symbol: WB with lookback: 0
[2025-12-16T20:36:20.421040] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-16T20:36:20.421102] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:20.422807] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:36:20.423310] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-16T20:36:20.424228] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-16T20:36:20.425805] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-16T20:36:20.426903] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:20.489527] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-16T20:36:20.490935] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:20.508192] [INFO ] [LOCAL     ] BIAF: Saved forecast.
[2025-12-16T20:36:20.508260] [INFO ] [main      ] BIAF: Signal=1 (Conf=90.0%), Magnitude=-11.89% (Conf=49.213%)
[2025-12-16T20:36:20.508940] [INFO ] [main      ] Fetching symbol history for SMFG...
[2025-12-16T20:36:20.508994] [DEBUG] [REMOTE    ] SMFG: Fetching historical data.
[2025-12-16T20:36:20.509781] [INFO ] [main      ] Progress: 331/435 forecasts completed (76.1%). BIAF finished in 0.8s. ETA: 17.3s. Rate: 359.77 forecasts/min
[2025-12-16T20:36:20.521595] [DEBUG] [REMOTE    ] SMFG: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:20.522741] [DEBUG] [LOCAL     ] Loaded configuration for SMFG: 10 features, N/A% accuracy
[2025-12-16T20:36:20.522796] [INFO ] [LOCAL     ] SMFG: Loaded 10 optimal features with 48.64% confidence from JSON config
[2025-12-16T20:36:20.526133] [DEBUG] [MAG       ] Building data for symbol: SMFG with lookback: 0
[2025-12-16T20:36:20.527156] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-16T20:36:20.527227] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:36:20.532606] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:20.534924] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:36:20.535459] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:36:20.536170] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-16T20:36:20.536981] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-16T20:36:20.537841] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-16T20:36:20.543420] [DEBUG] [MAG       ] WNEB: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:20.580167] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-16T20:36:20.584874] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-16T20:36:20.585713] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-16T20:36:20.586416] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:20.607482] [INFO ] [LOCAL     ] WNEB: Saved forecast.
[2025-12-16T20:36:20.607556] [INFO ] [main      ] WNEB: Signal=1 (Conf=90.0%), Magnitude=-0.39% (Conf=43.1452%)
[2025-12-16T20:36:20.607929] [INFO ] [main      ] Fetching symbol history for VBF...
[2025-12-16T20:36:20.607982] [DEBUG] [REMOTE    ] VBF: Fetching historical data.
[2025-12-16T20:36:20.609650] [INFO ] [main      ] Progress: 332/435 forecasts completed (76.3%). WNEB finished in 0.6s. ETA: 17.2s. Rate: 360.20 forecasts/min
[2025-12-16T20:36:20.618798] [DEBUG] [REMOTE    ] VBF: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:20.619655] [DEBUG] [LOCAL     ] Loaded configuration for VBF: 6 features, N/A% accuracy
[2025-12-16T20:36:20.619706] [INFO ] [LOCAL     ] VBF: Loaded 6 optimal features with 50.94% confidence from JSON config
[2025-12-16T20:36:20.619737] [DEBUG] [MAG       ] Building data for symbol: VBF with lookback: 0
[2025-12-16T20:36:20.620904] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-16T20:36:20.620965] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:36:20.625925] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-16T20:36:20.664182] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-16T20:36:20.710850] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-16T20:36:20.771828] [DEBUG] [MAG       ] WB: Last date is validated at 2025-12-16
[2025-12-16T20:36:20.786103] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-16T20:36:20.788168] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-16T20:36:20.788870] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:20.840794] [DEBUG] [MAG       ] HELE: Last date is validated at 2025-12-16
[2025-12-16T20:36:20.935486] [DEBUG] [MAG       ] SMFG: Last date is validated at 2025-12-16
[2025-12-16T20:36:20.939450] [DEBUG] [MAG       ] WB: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:21.022107] [DEBUG] [MAG       ] HELE: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:21.060977] [INFO ] [LOCAL     ] WB: Saved forecast.
[2025-12-16T20:36:21.061044] [INFO ] [main      ] WB: Signal=1 (Conf=90.0%), Magnitude=0.06% (Conf=61.3405%)
[2025-12-16T20:36:21.061430] [INFO ] [main      ] Progress: 333/435 forecasts completed (76.6%). WB finished in 0.7s. ETA: 17.1s. Rate: 358.36 forecasts/min
[2025-12-16T20:36:21.061562] [INFO ] [main      ] Fetching symbol history for BGX...
[2025-12-16T20:36:21.061623] [DEBUG] [REMOTE    ] BGX: Fetching historical data.
[2025-12-16T20:36:21.072428] [DEBUG] [REMOTE    ] BGX: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:21.073300] [DEBUG] [LOCAL     ] Loaded configuration for BGX: 8 features, N/A% accuracy
[2025-12-16T20:36:21.073350] [INFO ] [LOCAL     ] BGX: Loaded 8 optimal features with 39.51% confidence from JSON config
[2025-12-16T20:36:21.073380] [DEBUG] [MAG       ] Building data for symbol: BGX with lookback: 0
[2025-12-16T20:36:21.074166] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-16T20:36:21.074228] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:36:21.078943] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:21.080771] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:36:21.081259] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:36:21.081707] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-16T20:36:21.084054] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-16T20:36:21.104778] [DEBUG] [MAG       ] SMFG: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:21.121606] [INFO ] [LOCAL     ] HELE: Saved forecast.
[2025-12-16T20:36:21.121673] [INFO ] [main      ] HELE: Signal=1 (Conf=90.0%), Magnitude=-8.99% (Conf=55.3642%)
[2025-12-16T20:36:21.122071] [INFO ] [main      ] Fetching symbol history for BLZE...
[2025-12-16T20:36:21.122125] [DEBUG] [REMOTE    ] BLZE: Fetching historical data.
[2025-12-16T20:36:21.123228] [INFO ] [main      ] Progress: 334/435 forecasts completed (76.8%). HELE finished in 0.7s. ETA: 16.9s. Rate: 359.04 forecasts/min
[2025-12-16T20:36:21.123124] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-16T20:36:21.124227] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-16T20:36:21.125988] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:21.133225] [DEBUG] [REMOTE    ] BLZE: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:21.134255] [DEBUG] [LOCAL     ] Loaded configuration for BLZE: 4 features, N/A% accuracy
[2025-12-16T20:36:21.134307] [INFO ] [LOCAL     ] BLZE: Loaded 4 optimal features with 51.72% confidence from JSON config
[2025-12-16T20:36:21.134340] [DEBUG] [MAG       ] Building data for symbol: BLZE with lookback: 0
[2025-12-16T20:36:21.135201] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-16T20:36:21.135263] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:36:21.138479] [DEBUG] [MAG       ] VBF: Last date is validated at 2025-12-16
[2025-12-16T20:36:21.140260] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-16T20:36:21.141029] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-16T20:36:21.141772] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-16T20:36:21.144235] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:21.181639] [INFO ] [LOCAL     ] SMFG: Saved forecast.
[2025-12-16T20:36:21.181707] [INFO ] [main      ] SMFG: Signal=1 (Conf=90.0%), Magnitude=-1.26% (Conf=48.6359%)
[2025-12-16T20:36:21.182143] [INFO ] [main      ] Fetching symbol history for NTB...
[2025-12-16T20:36:21.182203] [DEBUG] [REMOTE    ] NTB: Fetching historical data.
[2025-12-16T20:36:21.182657] [INFO ] [main      ] Progress: 335/435 forecasts completed (77.0%). SMFG finished in 0.7s. ETA: 16.7s. Rate: 359.73 forecasts/min
[2025-12-16T20:36:21.193831] [DEBUG] [REMOTE    ] NTB: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:21.194963] [DEBUG] [LOCAL     ] Loaded configuration for NTB: 2 features, N/A% accuracy
[2025-12-16T20:36:21.195016] [INFO ] [LOCAL     ] NTB: Loaded 2 optimal features with 47.83% confidence from JSON config
[2025-12-16T20:36:21.195048] [DEBUG] [MAG       ] Building data for symbol: NTB with lookback: 0
[2025-12-16T20:36:21.195842] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-16T20:36:21.195901] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:36:21.200818] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-16T20:36:21.203376] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:21.312336] [DEBUG] [MAG       ] VBF: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:21.372010] [INFO ] [LOCAL     ] VBF: Saved forecast.
[2025-12-16T20:36:21.372078] [INFO ] [main      ] VBF: Signal=1 (Conf=90.0%), Magnitude=-1.11% (Conf=50.9413%)
[2025-12-16T20:36:21.372242] [INFO ] [main      ] Fetching symbol history for KTB...
[2025-12-16T20:36:21.372286] [DEBUG] [REMOTE    ] KTB: Fetching historical data.
[2025-12-16T20:36:21.373652] [INFO ] [main      ] Progress: 336/435 forecasts completed (77.2%). VBF finished in 0.8s. ETA: 16.5s. Rate: 359.58 forecasts/min
[2025-12-16T20:36:21.384255] [DEBUG] [REMOTE    ] KTB: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:21.385518] [DEBUG] [LOCAL     ] Loaded configuration for KTB: 7 features, N/A% accuracy
[2025-12-16T20:36:21.385592] [INFO ] [LOCAL     ] KTB: Loaded 7 optimal features with 48.39% confidence from JSON config
[2025-12-16T20:36:21.385627] [DEBUG] [MAG       ] Building data for symbol: KTB with lookback: 0
[2025-12-16T20:36:21.386409] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-16T20:36:21.386472] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:21.388245] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:36:21.388770] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-16T20:36:21.389730] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-16T20:36:21.392325] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-16T20:36:21.464025] [DEBUG] [MAG       ] BGX: Last date is validated at 2025-12-16
[2025-12-16T20:36:21.497870] [DEBUG] [MAG       ] BLZE: Last date is validated at 2025-12-16
[2025-12-16T20:36:21.509012] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-16T20:36:21.510050] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-16T20:36:21.510768] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:21.533959] [DEBUG] [MAG       ] NTB: Last date is validated at 2025-12-16
[2025-12-16T20:36:21.633544] [DEBUG] [MAG       ] BGX: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:21.664357] [DEBUG] [MAG       ] BLZE: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:21.701204] [DEBUG] [MAG       ] NTB: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:21.703638] [INFO ] [LOCAL     ] BGX: Saved forecast.
[2025-12-16T20:36:21.703713] [INFO ] [main      ] BGX: Signal=1 (Conf=90.0%), Magnitude=-0.27% (Conf=39.5106%)
[2025-12-16T20:36:21.704054] [INFO ] [main      ] Progress: 337/435 forecasts completed (77.5%). BGX finished in 0.6s. ETA: 16.4s. Rate: 358.53 forecasts/min
[2025-12-16T20:36:21.704178] [INFO ] [main      ] Fetching symbol history for JLL...
[2025-12-16T20:36:21.704221] [DEBUG] [REMOTE    ] JLL: Fetching historical data.
[2025-12-16T20:36:21.715529] [DEBUG] [REMOTE    ] JLL: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:21.716882] [DEBUG] [LOCAL     ] Loaded configuration for JLL: 3 features, N/A% accuracy
[2025-12-16T20:36:21.716943] [INFO ] [LOCAL     ] JLL: Loaded 3 optimal features with 45.30% confidence from JSON config
[2025-12-16T20:36:21.716986] [DEBUG] [MAG       ] Building data for symbol: JLL with lookback: 0
[2025-12-16T20:36:21.717963] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-16T20:36:21.718025] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:36:21.723991] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-16T20:36:21.724878] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-16T20:36:21.727744] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:21.735063] [INFO ] [LOCAL     ] BLZE: Saved forecast.
[2025-12-16T20:36:21.735132] [INFO ] [main      ] BLZE: Signal=1 (Conf=90.0%), Magnitude=-3.62% (Conf=51.7215%)
[2025-12-16T20:36:21.735494] [INFO ] [main      ] Progress: 338/435 forecasts completed (77.7%). BLZE finished in 0.6s. ETA: 16.2s. Rate: 359.40 forecasts/min
[2025-12-16T20:36:21.735640] [INFO ] [main      ] Fetching symbol history for HPQ...
[2025-12-16T20:36:21.735685] [DEBUG] [REMOTE    ] HPQ: Fetching historical data.
[2025-12-16T20:36:21.746328] [DEBUG] [REMOTE    ] HPQ: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:21.747157] [DEBUG] [LOCAL     ] Loaded configuration for HPQ: 1 features, N/A% accuracy
[2025-12-16T20:36:21.747207] [INFO ] [LOCAL     ] HPQ: Loaded 1 optimal features with 48.77% confidence from JSON config
[2025-12-16T20:36:21.747238] [DEBUG] [MAG       ] Building data for symbol: HPQ with lookback: 0
[2025-12-16T20:36:21.748045] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-16T20:36:21.748101] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-16T20:36:21.781451] [INFO ] [LOCAL     ] NTB: Saved forecast.
[2025-12-16T20:36:21.781529] [INFO ] [main      ] NTB: Signal=1 (Conf=90.0%), Magnitude=-3.14% (Conf=47.8289%)
[2025-12-16T20:36:21.781870] [INFO ] [main      ] Fetching symbol history for CHCO...
[2025-12-16T20:36:21.781921] [DEBUG] [REMOTE    ] CHCO: Fetching historical data.
[2025-12-16T20:36:21.782831] [INFO ] [main      ] Progress: 339/435 forecasts completed (77.9%). NTB finished in 0.6s. ETA: 16.0s. Rate: 360.16 forecasts/min
[2025-12-16T20:36:21.788734] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:21.795027] [DEBUG] [REMOTE    ] CHCO: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:21.795917] [DEBUG] [LOCAL     ] Loaded configuration for CHCO: 5 features, N/A% accuracy
[2025-12-16T20:36:21.795968] [INFO ] [LOCAL     ] CHCO: Loaded 5 optimal features with 56.18% confidence from JSON config
[2025-12-16T20:36:21.795999] [DEBUG] [MAG       ] Building data for symbol: CHCO with lookback: 0
[2025-12-16T20:36:21.796777] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-16T20:36:21.796837] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-16T20:36:21.797731] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-16T20:36:21.798398] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-16T20:36:21.799103] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-16T20:36:21.803298] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-16T20:36:21.805026] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:21.857661] [DEBUG] [MAG       ] KTB: Last date is validated at 2025-12-16
[2025-12-16T20:36:22.029425] [DEBUG] [MAG       ] KTB: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:22.070596] [DEBUG] [MAG       ] JLL: Last date is validated at 2025-12-16
[2025-12-16T20:36:22.122937] [DEBUG] [MAG       ] HPQ: Last date is validated at 2025-12-16
[2025-12-16T20:36:22.144434] [INFO ] [LOCAL     ] KTB: Saved forecast.
[2025-12-16T20:36:22.144509] [INFO ] [main      ] KTB: Signal=1 (Conf=90.0%), Magnitude=1.38% (Conf=48.3931%)
[2025-12-16T20:36:22.144866] [INFO ] [main      ] Fetching symbol history for NCLH...
[2025-12-16T20:36:22.144919] [DEBUG] [REMOTE    ] NCLH: Fetching historical data.
[2025-12-16T20:36:22.145664] [INFO ] [main      ] Progress: 340/435 forecasts completed (78.2%). KTB finished in 0.8s. ETA: 15.9s. Rate: 358.92 forecasts/min
[2025-12-16T20:36:22.146397] [DEBUG] [MAG       ] CHCO: Last date is validated at 2025-12-16
[2025-12-16T20:36:22.157500] [DEBUG] [REMOTE    ] NCLH: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:22.158469] [DEBUG] [LOCAL     ] Loaded configuration for NCLH: 10 features, N/A% accuracy
[2025-12-16T20:36:22.158520] [INFO ] [LOCAL     ] NCLH: Loaded 10 optimal features with 46.17% confidence from JSON config
[2025-12-16T20:36:22.158550] [DEBUG] [MAG       ] Building data for symbol: NCLH with lookback: 0
[2025-12-16T20:36:22.159377] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-16T20:36:22.159444] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:22.161193] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:36:22.161723] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:36:22.162125] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-16T20:36:22.162937] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-16T20:36:22.163689] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:36:22.164163] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-16T20:36:22.165328] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-16T20:36:22.167006] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-16T20:36:22.168212] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-16T20:36:22.168920] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:22.236528] [DEBUG] [MAG       ] JLL: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:22.286652] [DEBUG] [MAG       ] HPQ: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:22.314957] [DEBUG] [MAG       ] CHCO: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:22.360622] [INFO ] [LOCAL     ] JLL: Saved forecast.
[2025-12-16T20:36:22.360690] [INFO ] [main      ] JLL: Signal=1 (Conf=90.0%), Magnitude=1.83% (Conf=45.2981%)
[2025-12-16T20:36:22.361157] [INFO ] [main      ] Fetching symbol history for FCF...
[2025-12-16T20:36:22.361209] [DEBUG] [REMOTE    ] FCF: Fetching historical data.
[2025-12-16T20:36:22.361180] [INFO ] [main      ] Progress: 341/435 forecasts completed (78.4%). JLL finished in 0.7s. ETA: 15.7s. Rate: 358.61 forecasts/min
[2025-12-16T20:36:22.365461] [INFO ] [LOCAL     ] HPQ: Saved forecast.
[2025-12-16T20:36:22.365526] [INFO ] [main      ] HPQ: Signal=1 (Conf=90.0%), Magnitude=0.62% (Conf=48.7735%)
[2025-12-16T20:36:22.365914] [INFO ] [main      ] Fetching symbol history for MBWM...
[2025-12-16T20:36:22.365904] [INFO ] [main      ] Progress: 342/435 forecasts completed (78.6%). HPQ finished in 0.6s. ETA: 15.5s. Rate: 359.63 forecasts/min
[2025-12-16T20:36:22.365965] [DEBUG] [REMOTE    ] MBWM: Fetching historical data.
[2025-12-16T20:36:22.372846] [DEBUG] [REMOTE    ] FCF: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:22.373782] [DEBUG] [LOCAL     ] Loaded configuration for FCF: 5 features, N/A% accuracy
[2025-12-16T20:36:22.373840] [INFO ] [LOCAL     ] FCF: Loaded 5 optimal features with 57.25% confidence from JSON config
[2025-12-16T20:36:22.373871] [DEBUG] [MAG       ] Building data for symbol: FCF with lookback: 0
[2025-12-16T20:36:22.374643] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-16T20:36:22.374703] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:36:22.377315] [DEBUG] [REMOTE    ] MBWM: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:22.378012] [DEBUG] [LOCAL     ] Loaded configuration for MBWM: 0 features, N/A% accuracy
[2025-12-16T20:36:22.378060] [INFO ] [LOCAL     ] MBWM: Loaded 0 optimal features with 46.87% confidence from JSON config
[2025-12-16T20:36:22.378090] [DEBUG] [MAG       ] Building data for symbol: MBWM with lookback: 0
[2025-12-16T20:36:22.378854] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-16T20:36:22.379862] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:22.381621] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:36:22.382108] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-16T20:36:22.420242] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-16T20:36:22.421021] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:22.421896] [INFO ] [LOCAL     ] CHCO: Saved forecast.
[2025-12-16T20:36:22.421964] [INFO ] [main      ] CHCO: Signal=1 (Conf=90.0%), Magnitude=0.98% (Conf=56.1825%)
[2025-12-16T20:36:22.422276] [INFO ] [main      ] Fetching symbol history for SENEA...
[2025-12-16T20:36:22.422326] [DEBUG] [REMOTE    ] SENEA: Fetching historical data.
[2025-12-16T20:36:22.423241] [INFO ] [main      ] Progress: 343/435 forecasts completed (78.9%). CHCO finished in 0.6s. ETA: 15.3s. Rate: 360.32 forecasts/min
[2025-12-16T20:36:22.434389] [DEBUG] [REMOTE    ] SENEA: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:22.435367] [DEBUG] [LOCAL     ] Loaded configuration for SENEA: 1 features, N/A% accuracy
[2025-12-16T20:36:22.435420] [INFO ] [LOCAL     ] SENEA: Loaded 1 optimal features with 47.06% confidence from JSON config
[2025-12-16T20:36:22.435454] [DEBUG] [MAG       ] Building data for symbol: SENEA with lookback: 0
[2025-12-16T20:36:22.436261] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-16T20:36:22.436320] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:36:22.441326] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:22.506461] [DEBUG] [MAG       ] NCLH: Last date is validated at 2025-12-16
[2025-12-16T20:36:22.679285] [DEBUG] [MAG       ] NCLH: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:22.709569] [DEBUG] [MAG       ] MBWM: Last date is validated at 2025-12-16
[2025-12-16T20:36:22.757803] [DEBUG] [MAG       ] FCF: Last date is validated at 2025-12-16
[2025-12-16T20:36:22.763883] [INFO ] [LOCAL     ] NCLH: Saved forecast.
[2025-12-16T20:36:22.763951] [INFO ] [main      ] NCLH: Signal=1 (Conf=90.0%), Magnitude=1.38% (Conf=46.1699%)
[2025-12-16T20:36:22.764276] [INFO ] [main      ] Fetching symbol history for SPOK...
[2025-12-16T20:36:22.764327] [DEBUG] [REMOTE    ] SPOK: Fetching historical data.
[2025-12-16T20:36:22.764656] [INFO ] [main      ] Progress: 344/435 forecasts completed (79.1%). NCLH finished in 0.6s. ETA: 15.2s. Rate: 359.23 forecasts/min
[2025-12-16T20:36:22.775407] [DEBUG] [REMOTE    ] SPOK: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:22.776326] [DEBUG] [MAG       ] SENEA: Last date is validated at 2025-12-16
[2025-12-16T20:36:22.776475] [DEBUG] [LOCAL     ] Loaded configuration for SPOK: 7 features, N/A% accuracy
[2025-12-16T20:36:22.776526] [INFO ] [LOCAL     ] SPOK: Loaded 7 optimal features with 51.15% confidence from JSON config
[2025-12-16T20:36:22.776557] [DEBUG] [MAG       ] Building data for symbol: SPOK with lookback: 0
[2025-12-16T20:36:22.777340] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-16T20:36:22.777403] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:36:22.782239] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:22.783983] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:36:22.784451] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-16T20:36:22.785189] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-16T20:36:22.875767] [DEBUG] [MAG       ] MBWM: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:22.892954] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-16T20:36:22.894315] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-16T20:36:22.896339] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:22.927080] [DEBUG] [MAG       ] FCF: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:22.946264] [DEBUG] [MAG       ] SENEA: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:22.955232] [INFO ] [LOCAL     ] MBWM: Saved forecast.
[2025-12-16T20:36:22.955297] [INFO ] [main      ] MBWM: Signal=1 (Conf=90.0%), Magnitude=-0.91% (Conf=46.8737%)
[2025-12-16T20:36:22.955688] [INFO ] [main      ] Fetching symbol history for DEA...
[2025-12-16T20:36:22.955739] [DEBUG] [REMOTE    ] DEA: Fetching historical data.
[2025-12-16T20:36:22.956645] [INFO ] [main      ] Progress: 345/435 forecasts completed (79.3%). MBWM finished in 0.6s. ETA: 15.0s. Rate: 359.07 forecasts/min
[2025-12-16T20:36:22.966452] [DEBUG] [REMOTE    ] DEA: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:22.967329] [DEBUG] [LOCAL     ] Loaded configuration for DEA: 3 features, N/A% accuracy
[2025-12-16T20:36:22.967378] [INFO ] [LOCAL     ] DEA: Loaded 3 optimal features with 47.78% confidence from JSON config
[2025-12-16T20:36:22.967409] [DEBUG] [MAG       ] Building data for symbol: DEA with lookback: 0
[2025-12-16T20:36:22.968180] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-16T20:36:22.968237] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:22.969965] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:36:22.970460] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:36:22.970884] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:22.994668] [INFO ] [LOCAL     ] FCF: Saved forecast.
[2025-12-16T20:36:22.994737] [INFO ] [main      ] FCF: Signal=1 (Conf=90.0%), Magnitude=-2.41% (Conf=57.251%)
[2025-12-16T20:36:22.995088] [INFO ] [main      ] Progress: 346/435 forecasts completed (79.5%). FCF finished in 0.6s. ETA: 14.8s. Rate: 359.87 forecasts/min
[2025-12-16T20:36:22.995260] [INFO ] [main      ] Fetching symbol history for CMSA...
[2025-12-16T20:36:22.995306] [DEBUG] [REMOTE    ] CMSA: Fetching historical data.
[2025-12-16T20:36:23.006078] [DEBUG] [REMOTE    ] CMSA: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:23.007034] [DEBUG] [LOCAL     ] Loaded configuration for CMSA: 7 features, N/A% accuracy
[2025-12-16T20:36:23.007087] [INFO ] [LOCAL     ] CMSA: Loaded 7 optimal features with 53.63% confidence from JSON config
[2025-12-16T20:36:23.007117] [DEBUG] [MAG       ] Building data for symbol: CMSA with lookback: 0
[2025-12-16T20:36:23.007898] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-16T20:36:23.007959] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:36:23.012741] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:23.014526] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:36:23.015016] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:36:23.015450] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:36:23.015855] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-16T20:36:23.018246] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-16T20:36:23.047424] [INFO ] [LOCAL     ] SENEA: Saved forecast.
[2025-12-16T20:36:23.047496] [INFO ] [main      ] SENEA: Signal=1 (Conf=90.0%), Magnitude=1.39% (Conf=47.06%)
[2025-12-16T20:36:23.047848] [INFO ] [main      ] Fetching symbol history for CCNE...
[2025-12-16T20:36:23.047906] [DEBUG] [REMOTE    ] CCNE: Fetching historical data.
[2025-12-16T20:36:23.049646] [INFO ] [main      ] Progress: 347/435 forecasts completed (79.8%). SENEA finished in 0.6s. ETA: 14.6s. Rate: 360.57 forecasts/min
[2025-12-16T20:36:23.056348] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:23.060425] [DEBUG] [REMOTE    ] CCNE: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:23.061289] [DEBUG] [LOCAL     ] Loaded configuration for CCNE: 3 features, N/A% accuracy
[2025-12-16T20:36:23.061345] [INFO ] [LOCAL     ] CCNE: Loaded 3 optimal features with 54.34% confidence from JSON config
[2025-12-16T20:36:23.061376] [DEBUG] [MAG       ] Building data for symbol: CCNE with lookback: 0
[2025-12-16T20:36:23.062190] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-16T20:36:23.062248] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:23.063978] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:36:23.064485] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:36:23.064888] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:23.234771] [DEBUG] [MAG       ] SPOK: Last date is validated at 2025-12-16
[2025-12-16T20:36:23.298676] [DEBUG] [MAG       ] DEA: Last date is validated at 2025-12-16
[2025-12-16T20:36:23.387040] [DEBUG] [MAG       ] CMSA: Last date is validated at 2025-12-16
[2025-12-16T20:36:23.397136] [DEBUG] [MAG       ] CCNE: Last date is validated at 2025-12-16
[2025-12-16T20:36:23.401800] [DEBUG] [MAG       ] SPOK: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:23.476163] [INFO ] [LOCAL     ] SPOK: Saved forecast.
[2025-12-16T20:36:23.476230] [INFO ] [main      ] SPOK: Signal=1 (Conf=90.0%), Magnitude=-0.03% (Conf=51.1477%)
[2025-12-16T20:36:23.476552] [INFO ] [main      ] Fetching symbol history for YSG...
[2025-12-16T20:36:23.476621] [DEBUG] [REMOTE    ] YSG: Fetching historical data.
[2025-12-16T20:36:23.476654] [INFO ] [main      ] Progress: 348/435 forecasts completed (80.0%). SPOK finished in 0.7s. ETA: 14.5s. Rate: 358.95 forecasts/min
[2025-12-16T20:36:23.487342] [DEBUG] [REMOTE    ] YSG: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:23.488668] [DEBUG] [LOCAL     ] Loaded configuration for YSG: 10 features, N/A% accuracy
[2025-12-16T20:36:23.488721] [INFO ] [LOCAL     ] YSG: Loaded 10 optimal features with 53.64% confidence from JSON config
[2025-12-16T20:36:23.488753] [DEBUG] [MAG       ] Building data for symbol: YSG with lookback: 0
[2025-12-16T20:36:23.492088] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-16T20:36:23.492158] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:36:23.493966] [DEBUG] [MAG       ] DEA: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:23.497924] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:23.499801] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:36:23.500264] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:36:23.500701] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-16T20:36:23.502758] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:36:23.503191] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-16T20:36:23.504214] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-16T20:36:23.505842] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-16T20:36:23.506869] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-16T20:36:23.507551] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:23.552761] [DEBUG] [MAG       ] CMSA: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:23.562881] [DEBUG] [MAG       ] CCNE: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:23.568236] [INFO ] [LOCAL     ] DEA: Saved forecast.
[2025-12-16T20:36:23.568309] [INFO ] [main      ] DEA: Signal=1 (Conf=90.0%), Magnitude=-1.07% (Conf=47.7839%)
[2025-12-16T20:36:23.568704] [INFO ] [main      ] Fetching symbol history for VUZI...
[2025-12-16T20:36:23.568755] [DEBUG] [REMOTE    ] VUZI: Fetching historical data.
[2025-12-16T20:36:23.569642] [INFO ] [main      ] Progress: 349/435 forecasts completed (80.2%). DEA finished in 0.6s. ETA: 14.4s. Rate: 359.41 forecasts/min
[2025-12-16T20:36:23.579730] [DEBUG] [REMOTE    ] VUZI: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:23.580665] [DEBUG] [LOCAL     ] Loaded configuration for VUZI: 4 features, N/A% accuracy
[2025-12-16T20:36:23.580718] [INFO ] [LOCAL     ] VUZI: Loaded 4 optimal features with 58.54% confidence from JSON config
[2025-12-16T20:36:23.580748] [DEBUG] [MAG       ] Building data for symbol: VUZI with lookback: 0
[2025-12-16T20:36:23.581558] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-16T20:36:23.581641] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:23.583358] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:36:23.583923] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-16T20:36:23.586107] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-16T20:36:23.586874] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:23.617863] [INFO ] [LOCAL     ] CMSA: Saved forecast.
[2025-12-16T20:36:23.617936] [INFO ] [main      ] CMSA: Signal=1 (Conf=90.0%), Magnitude=0.21% (Conf=53.6327%)
[2025-12-16T20:36:23.618327] [INFO ] [main      ] Progress: 350/435 forecasts completed (80.5%). CMSA finished in 0.6s. ETA: 14.2s. Rate: 360.14 forecasts/min
[2025-12-16T20:36:23.618517] [INFO ] [main      ] Fetching symbol history for CPNG...
[2025-12-16T20:36:23.618562] [DEBUG] [REMOTE    ] CPNG: Fetching historical data.
[2025-12-16T20:36:23.630066] [DEBUG] [REMOTE    ] CPNG: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:23.631109] [DEBUG] [LOCAL     ] Loaded configuration for CPNG: 5 features, N/A% accuracy
[2025-12-16T20:36:23.631160] [INFO ] [LOCAL     ] CPNG: Loaded 5 optimal features with 59.36% confidence from JSON config
[2025-12-16T20:36:23.631190] [DEBUG] [MAG       ] Building data for symbol: CPNG with lookback: 0
[2025-12-16T20:36:23.632016] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-16T20:36:23.632076] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:36:23.633870] [INFO ] [LOCAL     ] CCNE: Saved forecast.
[2025-12-16T20:36:23.633935] [INFO ] [main      ] CCNE: Signal=1 (Conf=90.0%), Magnitude=-0.25% (Conf=54.3409%)
[2025-12-16T20:36:23.634276] [INFO ] [main      ] Fetching symbol history for LPTH...
[2025-12-16T20:36:23.634692] [DEBUG] [REMOTE    ] LPTH: Fetching historical data.
[2025-12-16T20:36:23.634769] [INFO ] [main      ] Progress: 351/435 forecasts completed (80.7%). CCNE finished in 0.6s. ETA: 14.0s. Rate: 361.07 forecasts/min
[2025-12-16T20:36:23.637349] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:23.639240] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:36:23.639778] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-16T20:36:23.640536] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-16T20:36:23.641242] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:23.646178] [DEBUG] [REMOTE    ] LPTH: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:23.647232] [DEBUG] [LOCAL     ] Loaded configuration for LPTH: 4 features, N/A% accuracy
[2025-12-16T20:36:23.647283] [INFO ] [LOCAL     ] LPTH: Loaded 4 optimal features with 67.22% confidence from JSON config
[2025-12-16T20:36:23.647317] [DEBUG] [MAG       ] Building data for symbol: LPTH with lookback: 0
[2025-12-16T20:36:23.648152] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-16T20:36:23.648216] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:36:23.653112] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-16T20:36:23.655555] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-16T20:36:23.656341] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-16T20:36:23.658340] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:23.852750] [DEBUG] [MAG       ] YSG: Last date is validated at 2025-12-16
[2025-12-16T20:36:23.979566] [DEBUG] [MAG       ] CPNG: Last date is validated at 2025-12-16
[2025-12-16T20:36:23.991098] [DEBUG] [MAG       ] VUZI: Last date is validated at 2025-12-16
[2025-12-16T20:36:23.992766] [DEBUG] [MAG       ] LPTH: Last date is validated at 2025-12-16
[2025-12-16T20:36:24.019530] [DEBUG] [MAG       ] YSG: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:24.094195] [INFO ] [LOCAL     ] YSG: Saved forecast.
[2025-12-16T20:36:24.094265] [INFO ] [main      ] YSG: Signal=1 (Conf=90.0%), Magnitude=-0.27% (Conf=53.6419%)
[2025-12-16T20:36:24.094419] [INFO ] [main      ] Fetching symbol history for GOOS...
[2025-12-16T20:36:24.094466] [DEBUG] [REMOTE    ] GOOS: Fetching historical data.
[2025-12-16T20:36:24.095812] [INFO ] [main      ] Progress: 352/435 forecasts completed (80.9%). YSG finished in 0.6s. ETA: 13.9s. Rate: 359.26 forecasts/min
[2025-12-16T20:36:24.105507] [DEBUG] [REMOTE    ] GOOS: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:24.106479] [DEBUG] [LOCAL     ] Loaded configuration for GOOS: 5 features, N/A% accuracy
[2025-12-16T20:36:24.106537] [INFO ] [LOCAL     ] GOOS: Loaded 5 optimal features with 63.93% confidence from JSON config
[2025-12-16T20:36:24.106569] [DEBUG] [MAG       ] Building data for symbol: GOOS with lookback: 0
[2025-12-16T20:36:24.107380] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-16T20:36:24.107449] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-16T20:36:24.108235] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-16T20:36:24.110054] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-16T20:36:24.112835] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-16T20:36:24.113939] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-16T20:36:24.115120] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:24.146207] [DEBUG] [MAG       ] CPNG: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:24.157756] [DEBUG] [MAG       ] VUZI: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:24.159085] [DEBUG] [MAG       ] LPTH: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:24.223165] [INFO ] [LOCAL     ] VUZI: Saved forecast.
[2025-12-16T20:36:24.223232] [INFO ] [main      ] VUZI: Signal=1 (Conf=90.0%), Magnitude=7.73% (Conf=58.5395%)
[2025-12-16T20:36:24.223393] [INFO ] [main      ] Fetching symbol history for TPL...
[2025-12-16T20:36:24.223436] [DEBUG] [REMOTE    ] TPL: Fetching historical data.
[2025-12-16T20:36:24.224032] [INFO ] [main      ] Progress: 353/435 forecasts completed (81.1%). VUZI finished in 0.7s. ETA: 13.7s. Rate: 359.49 forecasts/min
[2025-12-16T20:36:24.224464] [INFO ] [LOCAL     ] CPNG: Saved forecast.
[2025-12-16T20:36:24.224518] [INFO ] [main      ] CPNG: Signal=1 (Conf=90.0%), Magnitude=-8.20% (Conf=59.3556%)
[2025-12-16T20:36:24.224783] [INFO ] [main      ] Fetching symbol history for STRS...
[2025-12-16T20:36:24.224833] [DEBUG] [REMOTE    ] STRS: Fetching historical data.
[2025-12-16T20:36:24.225568] [INFO ] [main      ] Progress: 354/435 forecasts completed (81.4%). CPNG finished in 0.6s. ETA: 13.5s. Rate: 360.50 forecasts/min
[2025-12-16T20:36:24.232788] [INFO ] [LOCAL     ] LPTH: Saved forecast.
[2025-12-16T20:36:24.232862] [INFO ] [main      ] LPTH: Signal=1 (Conf=90.0%), Magnitude=-4.21% (Conf=67.2233%)
[2025-12-16T20:36:24.233203] [INFO ] [main      ] Fetching symbol history for DORM...
[2025-12-16T20:36:24.233254] [DEBUG] [REMOTE    ] DORM: Fetching historical data.
[2025-12-16T20:36:24.233676] [INFO ] [main      ] Progress: 355/435 forecasts completed (81.6%). LPTH finished in 0.6s. ETA: 13.3s. Rate: 361.47 forecasts/min
[2025-12-16T20:36:24.234528] [DEBUG] [REMOTE    ] STRS: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:24.235918] [DEBUG] [LOCAL     ] Loaded configuration for STRS: 7 features, N/A% accuracy
[2025-12-16T20:36:24.235971] [INFO ] [LOCAL     ] STRS: Loaded 7 optimal features with 49.10% confidence from JSON config
[2025-12-16T20:36:24.236001] [DEBUG] [MAG       ] Building data for symbol: STRS with lookback: 0
[2025-12-16T20:36:24.235966] [DEBUG] [REMOTE    ] TPL: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:24.236638] [DEBUG] [LOCAL     ] Loaded configuration for TPL: 4 features, N/A% accuracy
[2025-12-16T20:36:24.236693] [INFO ] [LOCAL     ] TPL: Loaded 4 optimal features with 56.96% confidence from JSON config
[2025-12-16T20:36:24.236724] [DEBUG] [MAG       ] Building data for symbol: TPL with lookback: 0
[2025-12-16T20:36:24.236785] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-16T20:36:24.236846] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:24.237493] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-16T20:36:24.237565] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:24.238608] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:36:24.239107] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-16T20:36:24.239265] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:36:24.239796] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:36:24.240220] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-16T20:36:24.240234] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-16T20:36:24.241025] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:24.242311] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-16T20:36:24.243038] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-16T20:36:24.244943] [DEBUG] [REMOTE    ] DORM: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:24.245763] [DEBUG] [LOCAL     ] Loaded configuration for DORM: 6 features, N/A% accuracy
[2025-12-16T20:36:24.245814] [INFO ] [LOCAL     ] DORM: Loaded 6 optimal features with 63.38% confidence from JSON config
[2025-12-16T20:36:24.245845] [DEBUG] [MAG       ] Building data for symbol: DORM with lookback: 0
[2025-12-16T20:36:24.246627] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-16T20:36:24.246688] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:24.247275] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-16T20:36:24.248049] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:24.248363] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:36:24.248871] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:36:24.249321] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:36:24.249742] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-16T20:36:24.250346] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-16T20:36:24.251473] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:24.448404] [DEBUG] [MAG       ] GOOS: Last date is validated at 2025-12-16
[2025-12-16T20:36:24.582417] [DEBUG] [MAG       ] STRS: Last date is validated at 2025-12-16
[2025-12-16T20:36:24.597399] [DEBUG] [MAG       ] TPL: Last date is validated at 2025-12-16
[2025-12-16T20:36:24.612731] [DEBUG] [MAG       ] GOOS: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:24.656249] [DEBUG] [MAG       ] DORM: Last date is validated at 2025-12-16
[2025-12-16T20:36:24.684936] [INFO ] [LOCAL     ] GOOS: Saved forecast.
[2025-12-16T20:36:24.685005] [INFO ] [main      ] GOOS: Signal=1 (Conf=90.0%), Magnitude=3.21% (Conf=63.9339%)
[2025-12-16T20:36:24.685333] [INFO ] [main      ] Progress: 356/435 forecasts completed (81.8%). GOOS finished in 0.6s. ETA: 13.2s. Rate: 359.73 forecasts/min
[2025-12-16T20:36:24.685450] [INFO ] [main      ] Fetching symbol history for OFS...
[2025-12-16T20:36:24.685501] [DEBUG] [REMOTE    ] OFS: Fetching historical data.
[2025-12-16T20:36:24.695719] [DEBUG] [REMOTE    ] OFS: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:24.697557] [DEBUG] [LOCAL     ] Loaded configuration for OFS: 6 features, N/A% accuracy
[2025-12-16T20:36:24.697635] [INFO ] [LOCAL     ] OFS: Loaded 6 optimal features with 48.82% confidence from JSON config
[2025-12-16T20:36:24.697667] [DEBUG] [MAG       ] Building data for symbol: OFS with lookback: 0
[2025-12-16T20:36:24.698411] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-16T20:36:24.698471] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:24.700146] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:36:24.700686] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:36:24.701112] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:36:24.701500] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-16T20:36:24.739992] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-16T20:36:24.740766] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:24.750480] [DEBUG] [MAG       ] STRS: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:24.773694] [DEBUG] [MAG       ] TPL: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:24.829330] [DEBUG] [MAG       ] DORM: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:24.837868] [INFO ] [LOCAL     ] STRS: Saved forecast.
[2025-12-16T20:36:24.837934] [INFO ] [main      ] STRS: Signal=1 (Conf=90.0%), Magnitude=1.18% (Conf=49.1038%)
[2025-12-16T20:36:24.838268] [INFO ] [main      ] Fetching symbol history for GAIN...
[2025-12-16T20:36:24.838318] [DEBUG] [REMOTE    ] GAIN: Fetching historical data.
[2025-12-16T20:36:24.839648] [INFO ] [main      ] Progress: 357/435 forecasts completed (82.1%). STRS finished in 0.6s. ETA: 13.0s. Rate: 359.81 forecasts/min
[2025-12-16T20:36:24.849498] [DEBUG] [REMOTE    ] GAIN: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:24.850473] [DEBUG] [LOCAL     ] Loaded configuration for GAIN: 7 features, N/A% accuracy
[2025-12-16T20:36:24.850534] [INFO ] [LOCAL     ] GAIN: Loaded 7 optimal features with 73.67% confidence from JSON config
[2025-12-16T20:36:24.850597] [DEBUG] [MAG       ] Building data for symbol: GAIN with lookback: 0
[2025-12-16T20:36:24.851366] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-16T20:36:24.851428] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:36:24.856336] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:24.858102] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:36:24.858589] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-16T20:36:24.859490] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-16T20:36:24.861427] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-16T20:36:24.865326] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-16T20:36:24.867058] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:24.990795] [INFO ] [LOCAL     ] TPL: Saved forecast.
[2025-12-16T20:36:24.990869] [INFO ] [main      ] TPL: Signal=1 (Conf=90.0%), Magnitude=8.36% (Conf=56.96%)
[2025-12-16T20:36:24.991214] [INFO ] [main      ] Fetching symbol history for AGX...
[2025-12-16T20:36:24.991267] [DEBUG] [REMOTE    ] AGX: Fetching historical data.
[2025-12-16T20:36:24.991633] [INFO ] [main      ] Progress: 358/435 forecasts completed (82.3%). TPL finished in 0.8s. ETA: 12.8s. Rate: 359.90 forecasts/min
[2025-12-16T20:36:25.002402] [DEBUG] [REMOTE    ] AGX: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:25.003297] [DEBUG] [LOCAL     ] Loaded configuration for AGX: 6 features, N/A% accuracy
[2025-12-16T20:36:25.003346] [INFO ] [LOCAL     ] AGX: Loaded 6 optimal features with 59.73% confidence from JSON config
[2025-12-16T20:36:25.003378] [DEBUG] [MAG       ] Building data for symbol: AGX with lookback: 0
[2025-12-16T20:36:25.004183] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-16T20:36:25.004242] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:25.005917] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:36:25.006419] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:36:25.006816] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-16T20:36:25.008400] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-16T20:36:25.009529] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-16T20:36:25.010217] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:25.073633] [DEBUG] [MAG       ] OFS: Last date is validated at 2025-12-16
[2025-12-16T20:36:25.105995] [INFO ] [LOCAL     ] DORM: Saved forecast.
[2025-12-16T20:36:25.106065] [INFO ] [main      ] DORM: Signal=1 (Conf=90.0%), Magnitude=1.04% (Conf=63.3836%)
[2025-12-16T20:36:25.106438] [INFO ] [main      ] Fetching symbol history for GDC...
[2025-12-16T20:36:25.106491] [DEBUG] [REMOTE    ] GDC: Fetching historical data.
[2025-12-16T20:36:25.106642] [INFO ] [main      ] Progress: 359/435 forecasts completed (82.5%). DORM finished in 0.9s. ETA: 12.7s. Rate: 360.21 forecasts/min
[2025-12-16T20:36:25.117561] [DEBUG] [REMOTE    ] GDC: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:25.118684] [DEBUG] [LOCAL     ] Loaded configuration for GDC: 3 features, N/A% accuracy
[2025-12-16T20:36:25.118737] [INFO ] [LOCAL     ] GDC: Loaded 3 optimal features with 65.09% confidence from JSON config
[2025-12-16T20:36:25.118769] [DEBUG] [MAG       ] Building data for symbol: GDC with lookback: 0
[2025-12-16T20:36:25.119603] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-16T20:36:25.119664] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:36:25.124556] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-16T20:36:25.125553] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-16T20:36:25.166077] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:25.198866] [DEBUG] [MAG       ] GAIN: Last date is validated at 2025-12-16
[2025-12-16T20:36:25.238411] [DEBUG] [MAG       ] OFS: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:25.296813] [INFO ] [LOCAL     ] OFS: Saved forecast.
[2025-12-16T20:36:25.296877] [INFO ] [main      ] OFS: Signal=1 (Conf=90.0%), Magnitude=-1.63% (Conf=48.8237%)
[2025-12-16T20:36:25.297026] [INFO ] [main      ] Fetching symbol history for SY...
[2025-12-16T20:36:25.297068] [DEBUG] [REMOTE    ] SY: Fetching historical data.
[2025-12-16T20:36:25.297948] [INFO ] [main      ] Progress: 360/435 forecasts completed (82.8%). OFS finished in 0.6s. ETA: 12.5s. Rate: 360.06 forecasts/min
[2025-12-16T20:36:25.307501] [DEBUG] [REMOTE    ] SY: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:25.308374] [DEBUG] [LOCAL     ] Loaded configuration for SY: 7 features, N/A% accuracy
[2025-12-16T20:36:25.308429] [INFO ] [LOCAL     ] SY: Loaded 7 optimal features with 42.69% confidence from JSON config
[2025-12-16T20:36:25.308477] [DEBUG] [MAG       ] Building data for symbol: SY with lookback: 0
[2025-12-16T20:36:25.309261] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-16T20:36:25.309323] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:36:25.314076] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-16T20:36:25.314884] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-16T20:36:25.317722] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:25.319446] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:36:25.319954] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-16T20:36:25.321006] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-16T20:36:25.322992] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:25.346537] [DEBUG] [MAG       ] AGX: Last date is validated at 2025-12-16
[2025-12-16T20:36:25.365655] [DEBUG] [MAG       ] GAIN: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:25.433801] [INFO ] [LOCAL     ] GAIN: Saved forecast.
[2025-12-16T20:36:25.433869] [INFO ] [main      ] GAIN: Signal=1 (Conf=90.0%), Magnitude=1.00% (Conf=73.6705%)
[2025-12-16T20:36:25.434220] [INFO ] [main      ] Fetching symbol history for IRMD...
[2025-12-16T20:36:25.434270] [DEBUG] [REMOTE    ] IRMD: Fetching historical data.
[2025-12-16T20:36:25.434647] [INFO ] [main      ] Progress: 361/435 forecasts completed (83.0%). GAIN finished in 0.6s. ETA: 12.3s. Rate: 360.24 forecasts/min
[2025-12-16T20:36:25.446541] [DEBUG] [REMOTE    ] IRMD: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:25.447673] [DEBUG] [LOCAL     ] Loaded configuration for IRMD: 3 features, N/A% accuracy
[2025-12-16T20:36:25.447736] [INFO ] [LOCAL     ] IRMD: Loaded 3 optimal features with 48.48% confidence from JSON config
[2025-12-16T20:36:25.447767] [DEBUG] [MAG       ] Building data for symbol: IRMD with lookback: 0
[2025-12-16T20:36:25.448685] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-16T20:36:25.448749] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:36:25.453813] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-16T20:36:25.454523] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-16T20:36:25.456240] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:25.499427] [DEBUG] [MAG       ] GDC: Last date is validated at 2025-12-16
[2025-12-16T20:36:25.515451] [DEBUG] [MAG       ] AGX: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:25.651536] [INFO ] [LOCAL     ] AGX: Saved forecast.
[2025-12-16T20:36:25.651634] [INFO ] [main      ] AGX: Signal=1 (Conf=90.0%), Magnitude=2.63% (Conf=59.7344%)
[2025-12-16T20:36:25.652011] [INFO ] [main      ] Fetching symbol history for FIZZ...
[2025-12-16T20:36:25.652062] [DEBUG] [REMOTE    ] FIZZ: Fetching historical data.
[2025-12-16T20:36:25.652643] [INFO ] [main      ] Progress: 362/435 forecasts completed (83.2%). AGX finished in 0.7s. ETA: 12.2s. Rate: 359.93 forecasts/min
[2025-12-16T20:36:25.655204] [DEBUG] [MAG       ] SY: Last date is validated at 2025-12-16
[2025-12-16T20:36:25.662791] [DEBUG] [REMOTE    ] FIZZ: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:25.663982] [DEBUG] [LOCAL     ] Loaded configuration for FIZZ: 7 features, N/A% accuracy
[2025-12-16T20:36:25.664035] [INFO ] [LOCAL     ] FIZZ: Loaded 7 optimal features with 52.48% confidence from JSON config
[2025-12-16T20:36:25.664065] [DEBUG] [MAG       ] Building data for symbol: FIZZ with lookback: 0
[2025-12-16T20:36:25.664882] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-16T20:36:25.664948] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-16T20:36:25.665695] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:25.667343] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:36:25.667878] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-16T20:36:25.668939] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-16T20:36:25.671657] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-16T20:36:25.672778] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-16T20:36:25.673454] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:25.676904] [DEBUG] [MAG       ] GDC: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:25.741839] [INFO ] [LOCAL     ] GDC: Saved forecast.
[2025-12-16T20:36:25.741905] [INFO ] [main      ] GDC: Signal=1 (Conf=90.0%), Magnitude=-13.49% (Conf=65.0909%)
[2025-12-16T20:36:25.742355] [INFO ] [main      ] Fetching symbol history for RBLX...
[2025-12-16T20:36:25.742406] [DEBUG] [REMOTE    ] RBLX: Fetching historical data.
[2025-12-16T20:36:25.742631] [INFO ] [main      ] Progress: 363/435 forecasts completed (83.4%). GDC finished in 0.6s. ETA: 12.0s. Rate: 360.39 forecasts/min
[2025-12-16T20:36:25.754369] [DEBUG] [REMOTE    ] RBLX: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:25.755534] [DEBUG] [LOCAL     ] Loaded configuration for RBLX: 2 features, N/A% accuracy
[2025-12-16T20:36:25.755615] [INFO ] [LOCAL     ] RBLX: Loaded 2 optimal features with 63.92% confidence from JSON config
[2025-12-16T20:36:25.755652] [DEBUG] [MAG       ] Building data for symbol: RBLX with lookback: 0
[2025-12-16T20:36:25.756424] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-16T20:36:25.756482] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:36:25.761321] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-16T20:36:25.775881] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:25.792917] [DEBUG] [MAG       ] IRMD: Last date is validated at 2025-12-16
[2025-12-16T20:36:25.822005] [DEBUG] [MAG       ] SY: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:25.884646] [INFO ] [LOCAL     ] SY: Saved forecast.
[2025-12-16T20:36:25.884713] [INFO ] [main      ] SY: Signal=1 (Conf=90.0%), Magnitude=-3.10% (Conf=42.6868%)
[2025-12-16T20:36:25.884867] [INFO ] [main      ] Fetching symbol history for BGRN...
[2025-12-16T20:36:25.884910] [DEBUG] [REMOTE    ] BGRN: Fetching historical data.
[2025-12-16T20:36:25.886022] [INFO ] [main      ] Progress: 364/435 forecasts completed (83.7%). SY finished in 0.6s. ETA: 11.8s. Rate: 360.53 forecasts/min
[2025-12-16T20:36:25.895262] [DEBUG] [REMOTE    ] BGRN: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:25.896148] [DEBUG] [LOCAL     ] Loaded configuration for BGRN: 3 features, N/A% accuracy
[2025-12-16T20:36:25.896199] [INFO ] [LOCAL     ] BGRN: Loaded 3 optimal features with 54.95% confidence from JSON config
[2025-12-16T20:36:25.896229] [DEBUG] [MAG       ] Building data for symbol: BGRN with lookback: 0
[2025-12-16T20:36:25.896986] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-16T20:36:25.897046] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-16T20:36:25.900866] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-16T20:36:25.902828] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-16T20:36:25.917233] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:25.960556] [DEBUG] [MAG       ] IRMD: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:26.011803] [DEBUG] [MAG       ] FIZZ: Last date is validated at 2025-12-16
[2025-12-16T20:36:26.059378] [INFO ] [LOCAL     ] IRMD: Saved forecast.
[2025-12-16T20:36:26.059447] [INFO ] [main      ] IRMD: Signal=1 (Conf=90.0%), Magnitude=-0.70% (Conf=48.4788%)
[2025-12-16T20:36:26.059840] [INFO ] [main      ] Fetching symbol history for IGIC...
[2025-12-16T20:36:26.059891] [DEBUG] [REMOTE    ] IGIC: Fetching historical data.
[2025-12-16T20:36:26.060653] [INFO ] [main      ] Progress: 365/435 forecasts completed (83.9%). IRMD finished in 0.6s. ETA: 11.7s. Rate: 360.48 forecasts/min
[2025-12-16T20:36:26.070560] [DEBUG] [REMOTE    ] IGIC: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:26.071430] [DEBUG] [LOCAL     ] Loaded configuration for IGIC: 5 features, N/A% accuracy
[2025-12-16T20:36:26.071479] [INFO ] [LOCAL     ] IGIC: Loaded 5 optimal features with 65.47% confidence from JSON config
[2025-12-16T20:36:26.071510] [DEBUG] [MAG       ] Building data for symbol: IGIC with lookback: 0
[2025-12-16T20:36:26.072351] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-16T20:36:26.072412] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:36:26.077198] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:26.079002] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:36:26.079499] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-16T20:36:26.081092] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-16T20:36:26.119705] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:26.122199] [DEBUG] [MAG       ] RBLX: Last date is validated at 2025-12-16
[2025-12-16T20:36:26.179333] [DEBUG] [MAG       ] FIZZ: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:26.246618] [DEBUG] [MAG       ] BGRN: Last date is validated at 2025-12-16
[2025-12-16T20:36:26.261607] [INFO ] [LOCAL     ] FIZZ: Saved forecast.
[2025-12-16T20:36:26.261689] [INFO ] [main      ] FIZZ: Signal=1 (Conf=90.0%), Magnitude=-2.60% (Conf=52.4799%)
[2025-12-16T20:36:26.262110] [INFO ] [main      ] Fetching symbol history for MOH...
[2025-12-16T20:36:26.262163] [DEBUG] [REMOTE    ] MOH: Fetching historical data.
[2025-12-16T20:36:26.262634] [INFO ] [main      ] Progress: 366/435 forecasts completed (84.1%). FIZZ finished in 0.6s. ETA: 11.5s. Rate: 360.27 forecasts/min
[2025-12-16T20:36:26.274025] [DEBUG] [REMOTE    ] MOH: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:26.275379] [DEBUG] [LOCAL     ] Loaded configuration for MOH: 2 features, N/A% accuracy
[2025-12-16T20:36:26.275452] [INFO ] [LOCAL     ] MOH: Loaded 2 optimal features with 49.48% confidence from JSON config
[2025-12-16T20:36:26.275503] [DEBUG] [MAG       ] Building data for symbol: MOH with lookback: 0
[2025-12-16T20:36:26.276631] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-16T20:36:26.276708] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:36:26.283357] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-16T20:36:26.293409] [DEBUG] [MAG       ] RBLX: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:26.332939] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:26.400280] [INFO ] [LOCAL     ] RBLX: Saved forecast.
[2025-12-16T20:36:26.400346] [INFO ] [main      ] RBLX: Signal=1 (Conf=90.0%), Magnitude=1.08% (Conf=63.9205%)
[2025-12-16T20:36:26.400790] [INFO ] [main      ] Fetching symbol history for FC...
[2025-12-16T20:36:26.400842] [DEBUG] [REMOTE    ] FC: Fetching historical data.
[2025-12-16T20:36:26.401642] [INFO ] [main      ] Progress: 367/435 forecasts completed (84.4%). RBLX finished in 0.7s. ETA: 11.3s. Rate: 360.43 forecasts/min
[2025-12-16T20:36:26.409899] [DEBUG] [MAG       ] BGRN: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:26.412030] [DEBUG] [REMOTE    ] FC: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:26.413124] [DEBUG] [LOCAL     ] Loaded configuration for FC: 3 features, N/A% accuracy
[2025-12-16T20:36:26.413175] [INFO ] [LOCAL     ] FC: Loaded 3 optimal features with 61.96% confidence from JSON config
[2025-12-16T20:36:26.413216] [DEBUG] [MAG       ] Building data for symbol: FC with lookback: 0
[2025-12-16T20:36:26.413994] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-16T20:36:26.414053] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:26.415734] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:36:26.416219] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-16T20:36:26.417620] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:26.449975] [DEBUG] [MAG       ] IGIC: Last date is validated at 2025-12-16
[2025-12-16T20:36:26.468604] [INFO ] [LOCAL     ] BGRN: Saved forecast.
[2025-12-16T20:36:26.468674] [INFO ] [main      ] BGRN: Signal=1 (Conf=90.0%), Magnitude=0.03% (Conf=54.9535%)
[2025-12-16T20:36:26.468829] [INFO ] [main      ] Fetching symbol history for SHEN...
[2025-12-16T20:36:26.468873] [DEBUG] [REMOTE    ] SHEN: Fetching historical data.
[2025-12-16T20:36:26.470037] [INFO ] [main      ] Progress: 368/435 forecasts completed (84.6%). BGRN finished in 0.6s. ETA: 11.1s. Rate: 361.01 forecasts/min
[2025-12-16T20:36:26.479859] [DEBUG] [REMOTE    ] SHEN: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:26.480683] [DEBUG] [LOCAL     ] Loaded configuration for SHEN: 3 features, N/A% accuracy
[2025-12-16T20:36:26.480733] [INFO ] [LOCAL     ] SHEN: Loaded 3 optimal features with 67.68% confidence from JSON config
[2025-12-16T20:36:26.480763] [DEBUG] [MAG       ] Building data for symbol: SHEN with lookback: 0
[2025-12-16T20:36:26.481504] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-16T20:36:26.481596] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:26.483286] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:36:26.483818] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-16T20:36:26.485444] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:26.620015] [DEBUG] [MAG       ] IGIC: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:26.679770] [DEBUG] [MAG       ] MOH: Last date is validated at 2025-12-16
[2025-12-16T20:36:26.704920] [INFO ] [LOCAL     ] IGIC: Saved forecast.
[2025-12-16T20:36:26.704989] [INFO ] [main      ] IGIC: Signal=1 (Conf=90.0%), Magnitude=1.93% (Conf=65.4739%)
[2025-12-16T20:36:26.705322] [INFO ] [main      ] Fetching symbol history for SANM...
[2025-12-16T20:36:26.705374] [DEBUG] [REMOTE    ] SANM: Fetching historical data.
[2025-12-16T20:36:26.705660] [INFO ] [main      ] Progress: 369/435 forecasts completed (84.8%). IGIC finished in 0.6s. ETA: 11.0s. Rate: 360.60 forecasts/min
[2025-12-16T20:36:26.716822] [DEBUG] [REMOTE    ] SANM: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:26.717776] [DEBUG] [LOCAL     ] Loaded configuration for SANM: 6 features, N/A% accuracy
[2025-12-16T20:36:26.717828] [INFO ] [LOCAL     ] SANM: Loaded 6 optimal features with 46.81% confidence from JSON config
[2025-12-16T20:36:26.717859] [DEBUG] [MAG       ] Building data for symbol: SANM with lookback: 0
[2025-12-16T20:36:26.718685] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-16T20:36:26.718750] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:26.720436] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:36:26.720987] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:36:26.721371] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-16T20:36:26.751531] [DEBUG] [MAG       ] FC: Last date is validated at 2025-12-16
[2025-12-16T20:36:26.759733] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-16T20:36:26.760779] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-16T20:36:26.761997] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:26.818669] [DEBUG] [MAG       ] SHEN: Last date is validated at 2025-12-16
[2025-12-16T20:36:26.851146] [DEBUG] [MAG       ] MOH: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:26.916665] [DEBUG] [MAG       ] FC: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:26.982382] [DEBUG] [MAG       ] SHEN: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:26.983362] [INFO ] [LOCAL     ] MOH: Saved forecast.
[2025-12-16T20:36:26.983432] [INFO ] [main      ] MOH: Signal=1 (Conf=90.0%), Magnitude=-1.30% (Conf=49.4823%)
[2025-12-16T20:36:26.983807] [INFO ] [main      ] Fetching symbol history for DJCO...
[2025-12-16T20:36:26.983858] [DEBUG] [REMOTE    ] DJCO: Fetching historical data.
[2025-12-16T20:36:26.984649] [INFO ] [main      ] Progress: 370/435 forecasts completed (85.1%). MOH finished in 0.7s. ETA: 10.8s. Rate: 359.94 forecasts/min
[2025-12-16T20:36:26.994040] [DEBUG] [REMOTE    ] DJCO: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:26.995125] [DEBUG] [LOCAL     ] Loaded configuration for DJCO: 4 features, N/A% accuracy
[2025-12-16T20:36:26.995186] [INFO ] [LOCAL     ] DJCO: Loaded 4 optimal features with 58.58% confidence from JSON config
[2025-12-16T20:36:26.995220] [DEBUG] [MAG       ] Building data for symbol: DJCO with lookback: 0
[2025-12-16T20:36:26.995679] [INFO ] [LOCAL     ] FC: Saved forecast.
[2025-12-16T20:36:26.995742] [INFO ] [main      ] FC: Signal=1 (Conf=90.0%), Magnitude=-2.32% (Conf=61.961%)
[2025-12-16T20:36:26.996021] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-16T20:36:26.996083] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:36:26.996614] [INFO ] [main      ] Progress: 371/435 forecasts completed (85.3%). FC finished in 0.6s. ETA: 10.6s. Rate: 360.84 forecasts/min
[2025-12-16T20:36:26.996161] [INFO ] [main      ] Fetching symbol history for BYD...
[2025-12-16T20:36:26.998453] [DEBUG] [REMOTE    ] BYD: Fetching historical data.
[2025-12-16T20:36:27.001067] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-16T20:36:27.001943] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-16T20:36:27.004352] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-16T20:36:27.005340] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:27.011220] [DEBUG] [REMOTE    ] BYD: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:27.012594] [DEBUG] [LOCAL     ] Loaded configuration for BYD: 4 features, N/A% accuracy
[2025-12-16T20:36:27.012649] [INFO ] [LOCAL     ] BYD: Loaded 4 optimal features with 41.62% confidence from JSON config
[2025-12-16T20:36:27.012681] [DEBUG] [MAG       ] Building data for symbol: BYD with lookback: 0
[2025-12-16T20:36:27.013475] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-16T20:36:27.013550] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:36:27.018867] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:27.020763] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:36:27.021238] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:36:27.021680] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:27.047035] [INFO ] [LOCAL     ] SHEN: Saved forecast.
[2025-12-16T20:36:27.047101] [INFO ] [main      ] SHEN: Signal=1 (Conf=90.0%), Magnitude=-0.80% (Conf=67.6768%)
[2025-12-16T20:36:27.047254] [INFO ] [main      ] Fetching symbol history for ING...
[2025-12-16T20:36:27.047297] [DEBUG] [REMOTE    ] ING: Fetching historical data.
[2025-12-16T20:36:27.047964] [INFO ] [main      ] Progress: 372/435 forecasts completed (85.5%). SHEN finished in 0.6s. ETA: 10.5s. Rate: 361.51 forecasts/min
[2025-12-16T20:36:27.058021] [DEBUG] [REMOTE    ] ING: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:27.058811] [DEBUG] [LOCAL     ] Loaded configuration for ING: 7 features, N/A% accuracy
[2025-12-16T20:36:27.058881] [INFO ] [LOCAL     ] ING: Loaded 7 optimal features with 55.69% confidence from JSON config
[2025-12-16T20:36:27.058914] [DEBUG] [MAG       ] Building data for symbol: ING with lookback: 0
[2025-12-16T20:36:27.059737] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-16T20:36:27.059798] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:36:27.064535] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-16T20:36:27.067442] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-16T20:36:27.068080] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:27.069808] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:36:27.070248] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-16T20:36:27.071276] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-16T20:36:27.073288] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:27.096786] [DEBUG] [MAG       ] SANM: Last date is validated at 2025-12-16
[2025-12-16T20:36:27.265746] [DEBUG] [MAG       ] SANM: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:27.351412] [DEBUG] [MAG       ] DJCO: Last date is validated at 2025-12-16
[2025-12-16T20:36:27.358818] [DEBUG] [MAG       ] BYD: Last date is validated at 2025-12-16
[2025-12-16T20:36:27.397984] [INFO ] [LOCAL     ] SANM: Saved forecast.
[2025-12-16T20:36:27.398051] [INFO ] [main      ] SANM: Signal=1 (Conf=90.0%), Magnitude=-3.82% (Conf=46.8081%)
[2025-12-16T20:36:27.398377] [INFO ] [main      ] Fetching symbol history for BWIN...
[2025-12-16T20:36:27.398426] [DEBUG] [REMOTE    ] BWIN: Fetching historical data.
[2025-12-16T20:36:27.398661] [INFO ] [main      ] Progress: 373/435 forecasts completed (85.7%). SANM finished in 0.7s. ETA: 10.3s. Rate: 360.44 forecasts/min
[2025-12-16T20:36:27.407770] [DEBUG] [MAG       ] ING: Last date is validated at 2025-12-16
[2025-12-16T20:36:27.409866] [DEBUG] [REMOTE    ] BWIN: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:27.410568] [DEBUG] [LOCAL     ] Loaded configuration for BWIN: 11 features, N/A% accuracy
[2025-12-16T20:36:27.410809] [INFO ] [LOCAL     ] BWIN: Loaded 11 optimal features with 70.13% confidence from JSON config
[2025-12-16T20:36:27.410848] [DEBUG] [MAG       ] Building data for symbol: BWIN with lookback: 0
[2025-12-16T20:36:27.411613] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-12-16T20:36:27.411677] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:36:27.416437] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-16T20:36:27.417270] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-16T20:36:27.418091] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-16T20:36:27.419075] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-16T20:36:27.467257] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-16T20:36:27.468126] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-16T20:36:27.468804] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:27.470604] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:36:27.471084] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-16T20:36:27.472158] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-16T20:36:27.474206] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:27.520624] [DEBUG] [MAG       ] DJCO: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:27.527116] [DEBUG] [MAG       ] BYD: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:27.571439] [DEBUG] [MAG       ] ING: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:27.625311] [INFO ] [LOCAL     ] BYD: Saved forecast.
[2025-12-16T20:36:27.625378] [INFO ] [main      ] BYD: Signal=1 (Conf=90.0%), Magnitude=3.71% (Conf=41.621%)
[2025-12-16T20:36:27.625747] [INFO ] [main      ] Fetching symbol history for DASH...
[2025-12-16T20:36:27.625798] [DEBUG] [REMOTE    ] DASH: Fetching historical data.
[2025-12-16T20:36:27.625803] [INFO ] [main      ] Progress: 374/435 forecasts completed (86.0%). BYD finished in 0.6s. ETA: 10.2s. Rate: 360.09 forecasts/min
[2025-12-16T20:36:27.636948] [DEBUG] [REMOTE    ] DASH: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:27.638001] [DEBUG] [LOCAL     ] Loaded configuration for DASH: 3 features, N/A% accuracy
[2025-12-16T20:36:27.638051] [INFO ] [LOCAL     ] DASH: Loaded 3 optimal features with 68.08% confidence from JSON config
[2025-12-16T20:36:27.638082] [DEBUG] [MAG       ] Building data for symbol: DASH with lookback: 0
[2025-12-16T20:36:27.638875] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-16T20:36:27.638934] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:36:27.643657] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-16T20:36:27.644641] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-16T20:36:27.646385] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:27.646920] [INFO ] [LOCAL     ] ING: Saved forecast.
[2025-12-16T20:36:27.646980] [INFO ] [main      ] ING: Signal=1 (Conf=90.0%), Magnitude=1.49% (Conf=55.6873%)
[2025-12-16T20:36:27.647237] [INFO ] [main      ] Fetching symbol history for CWCO...
[2025-12-16T20:36:27.647285] [DEBUG] [REMOTE    ] CWCO: Fetching historical data.
[2025-12-16T20:36:27.648168] [INFO ] [main      ] Progress: 375/435 forecasts completed (86.2%). ING finished in 0.6s. ETA: 10.0s. Rate: 360.92 forecasts/min
[2025-12-16T20:36:27.658219] [DEBUG] [REMOTE    ] CWCO: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:27.658986] [DEBUG] [LOCAL     ] Loaded configuration for CWCO: 1 features, N/A% accuracy
[2025-12-16T20:36:27.659036] [INFO ] [LOCAL     ] CWCO: Loaded 1 optimal features with 47.40% confidence from JSON config
[2025-12-16T20:36:27.659068] [DEBUG] [MAG       ] Building data for symbol: CWCO with lookback: 0
[2025-12-16T20:36:27.659890] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-16T20:36:27.659948] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-16T20:36:27.680127] [INFO ] [LOCAL     ] DJCO: Saved forecast.
[2025-12-16T20:36:27.680194] [INFO ] [main      ] DJCO: Signal=1 (Conf=90.0%), Magnitude=2.95% (Conf=58.5776%)
[2025-12-16T20:36:27.680558] [INFO ] [main      ] Progress: 376/435 forecasts completed (86.4%). DJCO finished in 0.7s. ETA: 9.8s. Rate: 361.70 forecasts/min
[2025-12-16T20:36:27.680718] [INFO ] [main      ] Fetching symbol history for NKTX...
[2025-12-16T20:36:27.680762] [DEBUG] [REMOTE    ] NKTX: Fetching historical data.
[2025-12-16T20:36:27.691777] [DEBUG] [REMOTE    ] NKTX: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:27.692749] [DEBUG] [LOCAL     ] Loaded configuration for NKTX: 7 features, N/A% accuracy
[2025-12-16T20:36:27.692802] [INFO ] [LOCAL     ] NKTX: Loaded 7 optimal features with 63.97% confidence from JSON config
[2025-12-16T20:36:27.692832] [DEBUG] [MAG       ] Building data for symbol: NKTX with lookback: 0
[2025-12-16T20:36:27.693614] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-16T20:36:27.693678] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:27.695368] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:36:27.695892] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:36:27.696319] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-16T20:36:27.697218] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-16T20:36:27.768106] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:27.807933] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-16T20:36:27.812536] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-16T20:36:27.812524] [DEBUG] [MAG       ] BWIN: Last date is validated at 2025-12-16
[2025-12-16T20:36:27.815263] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:27.978558] [DEBUG] [MAG       ] BWIN: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:27.986476] [DEBUG] [MAG       ] DASH: Last date is validated at 2025-12-16
[2025-12-16T20:36:28.073074] [INFO ] [LOCAL     ] BWIN: Saved forecast.
[2025-12-16T20:36:28.073146] [INFO ] [main      ] BWIN: Signal=1 (Conf=90.0%), Magnitude=2.37% (Conf=70.1268%)
[2025-12-16T20:36:28.073854] [INFO ] [main      ] Fetching symbol history for SAFE...
[2025-12-16T20:36:28.073905] [DEBUG] [REMOTE    ] SAFE: Fetching historical data.
[2025-12-16T20:36:28.075664] [INFO ] [main      ] Progress: 377/435 forecasts completed (86.7%). BWIN finished in 0.7s. ETA: 9.7s. Rate: 360.38 forecasts/min
[2025-12-16T20:36:28.085114] [DEBUG] [REMOTE    ] SAFE: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:28.086695] [DEBUG] [LOCAL     ] Loaded configuration for SAFE: 3 features, N/A% accuracy
[2025-12-16T20:36:28.086748] [INFO ] [LOCAL     ] SAFE: Loaded 3 optimal features with 54.64% confidence from JSON config
[2025-12-16T20:36:28.086781] [DEBUG] [MAG       ] Building data for symbol: SAFE with lookback: 0
[2025-12-16T20:36:28.087567] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-16T20:36:28.087651] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:36:28.092624] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-16T20:36:28.093934] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-16T20:36:28.096412] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:28.098704] [DEBUG] [MAG       ] CWCO: Last date is validated at 2025-12-16
[2025-12-16T20:36:28.147789] [DEBUG] [MAG       ] NKTX: Last date is validated at 2025-12-16
[2025-12-16T20:36:28.182953] [DEBUG] [MAG       ] DASH: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:28.315708] [INFO ] [LOCAL     ] DASH: Saved forecast.
[2025-12-16T20:36:28.315772] [INFO ] [main      ] DASH: Signal=1 (Conf=90.0%), Magnitude=4.04% (Conf=68.0828%)
[2025-12-16T20:36:28.315930] [INFO ] [main      ] Fetching symbol history for QVCC...
[2025-12-16T20:36:28.315972] [DEBUG] [REMOTE    ] QVCC: Fetching historical data.
[2025-12-16T20:36:28.316860] [INFO ] [main      ] Progress: 378/435 forecasts completed (86.9%). DASH finished in 0.7s. ETA: 9.5s. Rate: 359.95 forecasts/min
[2025-12-16T20:36:28.316942] [DEBUG] [MAG       ] NKTX: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:28.327028] [DEBUG] [REMOTE    ] QVCC: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:28.327321] [DEBUG] [MAG       ] CWCO: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:28.327937] [DEBUG] [LOCAL     ] Loaded configuration for QVCC: 6 features, N/A% accuracy
[2025-12-16T20:36:28.327988] [INFO ] [LOCAL     ] QVCC: Loaded 6 optimal features with 55.81% confidence from JSON config
[2025-12-16T20:36:28.328019] [DEBUG] [MAG       ] Building data for symbol: QVCC with lookback: 0
[2025-12-16T20:36:28.328775] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-16T20:36:28.328835] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-16T20:36:28.329711] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-16T20:36:28.330954] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-16T20:36:28.332085] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-16T20:36:28.334868] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-16T20:36:28.337162] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-16T20:36:28.338788] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:28.377116] [INFO ] [LOCAL     ] NKTX: Saved forecast.
[2025-12-16T20:36:28.377181] [INFO ] [main      ] NKTX: Signal=1 (Conf=90.0%), Magnitude=3.30% (Conf=63.9722%)
[2025-12-16T20:36:28.377512] [INFO ] [main      ] Fetching symbol history for HSAI...
[2025-12-16T20:36:28.377562] [DEBUG] [REMOTE    ] HSAI: Fetching historical data.
[2025-12-16T20:36:28.377656] [INFO ] [main      ] Progress: 379/435 forecasts completed (87.1%). NKTX finished in 0.7s. ETA: 9.3s. Rate: 360.55 forecasts/min
[2025-12-16T20:36:28.388893] [DEBUG] [REMOTE    ] HSAI: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:28.389769] [DEBUG] [LOCAL     ] Loaded configuration for HSAI: 2 features, N/A% accuracy
[2025-12-16T20:36:28.389822] [INFO ] [LOCAL     ] HSAI: Loaded 2 optimal features with 63.94% confidence from JSON config
[2025-12-16T20:36:28.389852] [DEBUG] [MAG       ] Building data for symbol: HSAI with lookback: 0
[2025-12-16T20:36:28.390627] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-16T20:36:28.390685] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-16T20:36:28.391511] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-16T20:36:28.399092] [INFO ] [LOCAL     ] CWCO: Saved forecast.
[2025-12-16T20:36:28.399180] [INFO ] [main      ] CWCO: Signal=1 (Conf=90.0%), Magnitude=-1.64% (Conf=47.3983%)
[2025-12-16T20:36:28.399331] [INFO ] [main      ] Fetching symbol history for CVAC...
[2025-12-16T20:36:28.399372] [DEBUG] [REMOTE    ] CVAC: Fetching historical data.
[2025-12-16T20:36:28.400669] [INFO ] [main      ] Progress: 380/435 forecasts completed (87.4%). CWCO finished in 0.8s. ETA: 9.1s. Rate: 361.37 forecasts/min
[2025-12-16T20:36:28.409715] [DEBUG] [REMOTE    ] CVAC: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:28.411207] [DEBUG] [LOCAL     ] Loaded configuration for CVAC: 9 features, N/A% accuracy
[2025-12-16T20:36:28.411259] [INFO ] [LOCAL     ] CVAC: Loaded 9 optimal features with 53.86% confidence from JSON config
[2025-12-16T20:36:28.411290] [DEBUG] [MAG       ] Building data for symbol: CVAC with lookback: 0
[2025-12-16T20:36:28.412054] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-16T20:36:28.412120] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:36:28.416835] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:28.418602] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:36:28.419063] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:36:28.419482] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-16T20:36:28.420214] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-16T20:36:28.421078] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-16T20:36:28.423033] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-16T20:36:28.424359] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-16T20:36:28.425950] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:28.430793] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:28.445384] [DEBUG] [MAG       ] SAFE: Last date is validated at 2025-12-16
[2025-12-16T20:36:28.672396] [DEBUG] [MAG       ] QVCC: Last date is validated at 2025-12-16
[2025-12-16T20:36:28.682279] [DEBUG] [MAG       ] SAFE: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:28.762928] [INFO ] [LOCAL     ] SAFE: Saved forecast.
[2025-12-16T20:36:28.763010] [INFO ] [main      ] SAFE: Signal=1 (Conf=90.0%), Magnitude=-1.93% (Conf=54.6429%)
[2025-12-16T20:36:28.763459] [INFO ] [main      ] Progress: 381/435 forecasts completed (87.6%). SAFE finished in 0.7s. ETA: 9.0s. Rate: 360.25 forecasts/min
[2025-12-16T20:36:28.763632] [INFO ] [main      ] Fetching symbol history for AYI...
[2025-12-16T20:36:28.763695] [DEBUG] [REMOTE    ] AYI: Fetching historical data.
[2025-12-16T20:36:28.773982] [DEBUG] [MAG       ] HSAI: Last date is validated at 2025-12-16
[2025-12-16T20:36:28.774349] [DEBUG] [MAG       ] CVAC: Last date is validated at 2025-12-16
[2025-12-16T20:36:28.775153] [DEBUG] [REMOTE    ] AYI: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:28.776992] [DEBUG] [LOCAL     ] Loaded configuration for AYI: 5 features, N/A% accuracy
[2025-12-16T20:36:28.777047] [INFO ] [LOCAL     ] AYI: Loaded 5 optimal features with 55.26% confidence from JSON config
[2025-12-16T20:36:28.777080] [DEBUG] [MAG       ] Building data for symbol: AYI with lookback: 0
[2025-12-16T20:36:28.777915] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-16T20:36:28.777977] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:36:28.783008] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:28.784844] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:36:28.785334] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-16T20:36:28.786240] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-16T20:36:28.786971] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:28.836036] [DEBUG] [MAG       ] QVCC: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:28.900430] [INFO ] [LOCAL     ] QVCC: Saved forecast.
[2025-12-16T20:36:28.900494] [INFO ] [main      ] QVCC: Signal=1 (Conf=90.0%), Magnitude=-0.39% (Conf=55.8061%)
[2025-12-16T20:36:28.900851] [INFO ] [main      ] Fetching symbol history for DUKB...
[2025-12-16T20:36:28.900901] [DEBUG] [REMOTE    ] DUKB: Fetching historical data.
[2025-12-16T20:36:28.902664] [INFO ] [main      ] Progress: 382/435 forecasts completed (87.8%). QVCC finished in 0.6s. ETA: 8.8s. Rate: 360.41 forecasts/min
[2025-12-16T20:36:28.911734] [DEBUG] [REMOTE    ] DUKB: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:28.912697] [DEBUG] [LOCAL     ] Loaded configuration for DUKB: 2 features, N/A% accuracy
[2025-12-16T20:36:28.912747] [INFO ] [LOCAL     ] DUKB: Loaded 2 optimal features with 44.28% confidence from JSON config
[2025-12-16T20:36:28.912777] [DEBUG] [MAG       ] Building data for symbol: DUKB with lookback: 0
[2025-12-16T20:36:28.913525] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-16T20:36:28.913603] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-16T20:36:28.915530] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-16T20:36:28.929800] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:28.941070] [DEBUG] [MAG       ] CVAC: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:28.942603] [DEBUG] [MAG       ] HSAI: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:29.008429] [INFO ] [LOCAL     ] CVAC: Saved forecast.
[2025-12-16T20:36:29.008500] [INFO ] [main      ] CVAC: Signal=1 (Conf=90.0%), Magnitude=-0.56% (Conf=53.8556%)
[2025-12-16T20:36:29.008695] [INFO ] [main      ] Fetching symbol history for JELD...
[2025-12-16T20:36:29.008742] [DEBUG] [REMOTE    ] JELD: Fetching historical data.
[2025-12-16T20:36:29.010654] [INFO ] [main      ] Progress: 383/435 forecasts completed (88.0%). CVAC finished in 0.6s. ETA: 8.6s. Rate: 360.74 forecasts/min
[2025-12-16T20:36:29.019865] [DEBUG] [REMOTE    ] JELD: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:29.021212] [DEBUG] [LOCAL     ] Loaded configuration for JELD: 7 features, N/A% accuracy
[2025-12-16T20:36:29.021269] [INFO ] [LOCAL     ] JELD: Loaded 7 optimal features with 56.55% confidence from JSON config
[2025-12-16T20:36:29.021314] [DEBUG] [MAG       ] Building data for symbol: JELD with lookback: 0
[2025-12-16T20:36:29.022134] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-16T20:36:29.022198] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:29.023914] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:36:29.024426] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:36:29.024856] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-16T20:36:29.027834] [INFO ] [LOCAL     ] HSAI: Saved forecast.
[2025-12-16T20:36:29.027902] [INFO ] [main      ] HSAI: Signal=1 (Conf=90.0%), Magnitude=-6.48% (Conf=63.9359%)
[2025-12-16T20:36:29.028243] [INFO ] [main      ] Fetching symbol history for BRZE...
[2025-12-16T20:36:29.028293] [DEBUG] [REMOTE    ] BRZE: Fetching historical data.
[2025-12-16T20:36:29.028618] [INFO ] [main      ] Progress: 384/435 forecasts completed (88.3%). HSAI finished in 0.7s. ETA: 8.5s. Rate: 361.58 forecasts/min
[2025-12-16T20:36:29.029322] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-16T20:36:29.030507] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-16T20:36:29.032519] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-16T20:36:29.035207] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:29.038935] [DEBUG] [REMOTE    ] BRZE: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:29.039886] [DEBUG] [LOCAL     ] Loaded configuration for BRZE: 6 features, N/A% accuracy
[2025-12-16T20:36:29.039941] [INFO ] [LOCAL     ] BRZE: Loaded 6 optimal features with 56.40% confidence from JSON config
[2025-12-16T20:36:29.039972] [DEBUG] [MAG       ] Building data for symbol: BRZE with lookback: 0
[2025-12-16T20:36:29.040792] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-16T20:36:29.040875] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:36:29.045961] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-16T20:36:29.047703] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-16T20:36:29.048493] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-16T20:36:29.049851] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-16T20:36:29.052123] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-16T20:36:29.053470] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:29.121689] [DEBUG] [MAG       ] AYI: Last date is validated at 2025-12-16
[2025-12-16T20:36:29.266314] [DEBUG] [MAG       ] DUKB: Last date is validated at 2025-12-16
[2025-12-16T20:36:29.287254] [DEBUG] [MAG       ] AYI: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:29.373299] [DEBUG] [MAG       ] JELD: Last date is validated at 2025-12-16
[2025-12-16T20:36:29.387647] [DEBUG] [MAG       ] BRZE: Last date is validated at 2025-12-16
[2025-12-16T20:36:29.411956] [INFO ] [LOCAL     ] AYI: Saved forecast.
[2025-12-16T20:36:29.412032] [INFO ] [main      ] AYI: Signal=1 (Conf=90.0%), Magnitude=-2.63% (Conf=55.26%)
[2025-12-16T20:36:29.412392] [INFO ] [main      ] Progress: 385/435 forecasts completed (88.5%). AYI finished in 0.6s. ETA: 8.3s. Rate: 360.35 forecasts/min
[2025-12-16T20:36:29.412514] [INFO ] [main      ] Fetching symbol history for EG...
[2025-12-16T20:36:29.412557] [DEBUG] [REMOTE    ] EG: Fetching historical data.
[2025-12-16T20:36:29.423098] [DEBUG] [REMOTE    ] EG: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:29.424153] [DEBUG] [LOCAL     ] Loaded configuration for EG: 3 features, N/A% accuracy
[2025-12-16T20:36:29.424206] [INFO ] [LOCAL     ] EG: Loaded 3 optimal features with 56.48% confidence from JSON config
[2025-12-16T20:36:29.424237] [DEBUG] [MAG       ] Building data for symbol: EG with lookback: 0
[2025-12-16T20:36:29.425042] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-16T20:36:29.425101] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:36:29.429624] [DEBUG] [MAG       ] DUKB: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:29.429824] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-16T20:36:29.430642] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-16T20:36:29.432161] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:29.489364] [INFO ] [LOCAL     ] DUKB: Saved forecast.
[2025-12-16T20:36:29.489431] [INFO ] [main      ] DUKB: Signal=1 (Conf=90.0%), Magnitude=0.14% (Conf=44.2832%)
[2025-12-16T20:36:29.489789] [INFO ] [main      ] Fetching symbol history for STKH...
[2025-12-16T20:36:29.489841] [DEBUG] [REMOTE    ] STKH: Fetching historical data.
[2025-12-16T20:36:29.491656] [INFO ] [main      ] Progress: 386/435 forecasts completed (88.7%). DUKB finished in 0.6s. ETA: 8.1s. Rate: 360.84 forecasts/min
[2025-12-16T20:36:29.500759] [DEBUG] [REMOTE    ] STKH: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:29.501831] [DEBUG] [LOCAL     ] Loaded configuration for STKH: 5 features, N/A% accuracy
[2025-12-16T20:36:29.501883] [INFO ] [LOCAL     ] STKH: Loaded 5 optimal features with 33.49% confidence from JSON config
[2025-12-16T20:36:29.501912] [DEBUG] [MAG       ] Building data for symbol: STKH with lookback: 0
[2025-12-16T20:36:29.502703] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-16T20:36:29.502764] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:36:29.507493] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:29.509295] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:36:29.509784] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:36:29.510161] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-16T20:36:29.510890] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:29.541372] [DEBUG] [MAG       ] JELD: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:29.554256] [DEBUG] [MAG       ] BRZE: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:29.618528] [INFO ] [LOCAL     ] JELD: Saved forecast.
[2025-12-16T20:36:29.618614] [INFO ] [main      ] JELD: Signal=1 (Conf=90.0%), Magnitude=5.61% (Conf=56.5528%)
[2025-12-16T20:36:29.618768] [INFO ] [main      ] Fetching symbol history for PFD...
[2025-12-16T20:36:29.618811] [DEBUG] [REMOTE    ] PFD: Fetching historical data.
[2025-12-16T20:36:29.620640] [INFO ] [main      ] Progress: 387/435 forecasts completed (89.0%). JELD finished in 0.6s. ETA: 8.0s. Rate: 361.05 forecasts/min
[2025-12-16T20:36:29.629486] [DEBUG] [REMOTE    ] PFD: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:29.630387] [DEBUG] [LOCAL     ] Loaded configuration for PFD: 3 features, N/A% accuracy
[2025-12-16T20:36:29.630439] [INFO ] [LOCAL     ] PFD: Loaded 3 optimal features with 37.59% confidence from JSON config
[2025-12-16T20:36:29.630471] [DEBUG] [MAG       ] Building data for symbol: PFD with lookback: 0
[2025-12-16T20:36:29.631248] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-16T20:36:29.631308] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:29.633004] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:36:29.633520] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-16T20:36:29.635930] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:29.647033] [INFO ] [LOCAL     ] BRZE: Saved forecast.
[2025-12-16T20:36:29.647099] [INFO ] [main      ] BRZE: Signal=1 (Conf=90.0%), Magnitude=0.33% (Conf=56.3953%)
[2025-12-16T20:36:29.647459] [INFO ] [main      ] Progress: 388/435 forecasts completed (89.2%). BRZE finished in 0.6s. ETA: 7.8s. Rate: 361.83 forecasts/min
[2025-12-16T20:36:29.647613] [INFO ] [main      ] Fetching symbol history for XRX...
[2025-12-16T20:36:29.647657] [DEBUG] [REMOTE    ] XRX: Fetching historical data.
[2025-12-16T20:36:29.658330] [DEBUG] [REMOTE    ] XRX: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:29.659486] [DEBUG] [LOCAL     ] Loaded configuration for XRX: 6 features, N/A% accuracy
[2025-12-16T20:36:29.659537] [INFO ] [LOCAL     ] XRX: Loaded 6 optimal features with 67.99% confidence from JSON config
[2025-12-16T20:36:29.659568] [DEBUG] [MAG       ] Building data for symbol: XRX with lookback: 0
[2025-12-16T20:36:29.660358] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-16T20:36:29.660418] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:29.662090] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:36:29.662613] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:36:29.663045] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:36:29.663428] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-16T20:36:29.664303] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-16T20:36:29.665015] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:29.771153] [DEBUG] [MAG       ] EG: Last date is validated at 2025-12-16
[2025-12-16T20:36:29.837278] [DEBUG] [MAG       ] STKH: Last date is validated at 2025-12-16
[2025-12-16T20:36:29.938194] [DEBUG] [MAG       ] EG: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:29.980926] [DEBUG] [MAG       ] PFD: Last date is validated at 2025-12-16
[2025-12-16T20:36:29.993857] [DEBUG] [MAG       ] XRX: Last date is validated at 2025-12-16
[2025-12-16T20:36:30.001048] [DEBUG] [MAG       ] STKH: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:30.072485] [INFO ] [LOCAL     ] EG: Saved forecast.
[2025-12-16T20:36:30.072552] [INFO ] [main      ] EG: Signal=1 (Conf=90.0%), Magnitude=-1.32% (Conf=56.4812%)
[2025-12-16T20:36:30.072929] [INFO ] [main      ] Fetching symbol history for DHI...
[2025-12-16T20:36:30.072979] [DEBUG] [REMOTE    ] DHI: Fetching historical data.
[2025-12-16T20:36:30.073658] [INFO ] [main      ] Progress: 389/435 forecasts completed (89.4%). EG finished in 0.7s. ETA: 7.7s. Rate: 360.37 forecasts/min
[2025-12-16T20:36:30.083827] [DEBUG] [REMOTE    ] DHI: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:30.084823] [DEBUG] [LOCAL     ] Loaded configuration for DHI: 5 features, N/A% accuracy
[2025-12-16T20:36:30.084874] [INFO ] [LOCAL     ] DHI: Loaded 5 optimal features with 50.77% confidence from JSON config
[2025-12-16T20:36:30.084905] [DEBUG] [MAG       ] Building data for symbol: DHI with lookback: 0
[2025-12-16T20:36:30.085670] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-16T20:36:30.085731] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:36:30.090739] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:30.092542] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:36:30.093053] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-16T20:36:30.103951] [INFO ] [LOCAL     ] STKH: Saved forecast.
[2025-12-16T20:36:30.104017] [INFO ] [main      ] STKH: Signal=1 (Conf=90.0%), Magnitude=4.46% (Conf=33.4887%)
[2025-12-16T20:36:30.104385] [INFO ] [main      ] Fetching symbol history for SKLZ...
[2025-12-16T20:36:30.104434] [DEBUG] [REMOTE    ] SKLZ: Fetching historical data.
[2025-12-16T20:36:30.104625] [INFO ] [main      ] Progress: 390/435 forecasts completed (89.7%). STKH finished in 0.6s. ETA: 7.5s. Rate: 361.13 forecasts/min
[2025-12-16T20:36:30.116695] [DEBUG] [REMOTE    ] SKLZ: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:30.117665] [DEBUG] [LOCAL     ] Loaded configuration for SKLZ: 2 features, N/A% accuracy
[2025-12-16T20:36:30.117726] [INFO ] [LOCAL     ] SKLZ: Loaded 2 optimal features with 44.88% confidence from JSON config
[2025-12-16T20:36:30.117757] [DEBUG] [MAG       ] Building data for symbol: SKLZ with lookback: 0
[2025-12-16T20:36:30.118509] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-16T20:36:30.118567] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:36:30.123245] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-16T20:36:30.124195] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:30.148016] [DEBUG] [MAG       ] PFD: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:30.159017] [DEBUG] [MAG       ] XRX: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:30.202186] [INFO ] [LOCAL     ] PFD: Saved forecast.
[2025-12-16T20:36:30.202254] [INFO ] [main      ] PFD: Signal=1 (Conf=90.0%), Magnitude=0.29% (Conf=37.5869%)
[2025-12-16T20:36:30.202409] [INFO ] [main      ] Fetching symbol history for ASA...
[2025-12-16T20:36:30.202453] [DEBUG] [REMOTE    ] ASA: Fetching historical data.
[2025-12-16T20:36:30.202856] [INFO ] [main      ] Progress: 391/435 forecasts completed (89.9%). PFD finished in 0.6s. ETA: 7.3s. Rate: 361.51 forecasts/min
[2025-12-16T20:36:30.207203] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-16T20:36:30.210080] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:30.212986] [DEBUG] [REMOTE    ] ASA: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:30.214038] [DEBUG] [LOCAL     ] Loaded configuration for ASA: 8 features, N/A% accuracy
[2025-12-16T20:36:30.214090] [INFO ] [LOCAL     ] ASA: Loaded 8 optimal features with 56.00% confidence from JSON config
[2025-12-16T20:36:30.214122] [DEBUG] [MAG       ] Building data for symbol: ASA with lookback: 0
[2025-12-16T20:36:30.214886] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-16T20:36:30.214950] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:30.216609] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:36:30.217113] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:36:30.217545] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-16T20:36:30.218442] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-16T20:36:30.221882] [INFO ] [LOCAL     ] XRX: Saved forecast.
[2025-12-16T20:36:30.221944] [INFO ] [main      ] XRX: Signal=1 (Conf=90.0%), Magnitude=-9.79% (Conf=67.991%)
[2025-12-16T20:36:30.222264] [INFO ] [main      ] Progress: 392/435 forecasts completed (90.1%). XRX finished in 0.6s. ETA: 7.1s. Rate: 362.32 forecasts/min
[2025-12-16T20:36:30.222378] [INFO ] [main      ] Fetching symbol history for NVDD...
[2025-12-16T20:36:30.222421] [DEBUG] [REMOTE    ] NVDD: Fetching historical data.
[2025-12-16T20:36:30.232765] [DEBUG] [REMOTE    ] NVDD: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:30.234758] [DEBUG] [LOCAL     ] Loaded configuration for NVDD: 5 features, N/A% accuracy
[2025-12-16T20:36:30.234810] [INFO ] [LOCAL     ] NVDD: Loaded 5 optimal features with 76.28% confidence from JSON config
[2025-12-16T20:36:30.234840] [DEBUG] [MAG       ] Building data for symbol: NVDD with lookback: 0
[2025-12-16T20:36:30.235614] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-16T20:36:30.235672] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:36:30.240335] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-16T20:36:30.241272] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-16T20:36:30.243623] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-16T20:36:30.245204] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-16T20:36:30.245905] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:30.326306] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-16T20:36:30.327439] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-16T20:36:30.328061] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-16T20:36:30.330826] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:30.452975] [DEBUG] [MAG       ] SKLZ: Last date is validated at 2025-12-16
[2025-12-16T20:36:30.544120] [DEBUG] [MAG       ] DHI: Last date is validated at 2025-12-16
[2025-12-16T20:36:30.578566] [DEBUG] [MAG       ] NVDD: Last date is validated at 2025-12-16
[2025-12-16T20:36:30.619039] [DEBUG] [MAG       ] SKLZ: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:30.666076] [DEBUG] [MAG       ] ASA: Last date is validated at 2025-12-16
[2025-12-16T20:36:30.681062] [INFO ] [LOCAL     ] SKLZ: Saved forecast.
[2025-12-16T20:36:30.681128] [INFO ] [main      ] SKLZ: Signal=1 (Conf=90.0%), Magnitude=-1.90% (Conf=44.8838%)
[2025-12-16T20:36:30.681463] [INFO ] [main      ] Fetching symbol history for ED...
[2025-12-16T20:36:30.681513] [DEBUG] [REMOTE    ] ED: Fetching historical data.
[2025-12-16T20:36:30.681648] [INFO ] [main      ] Progress: 393/435 forecasts completed (90.3%). SKLZ finished in 0.6s. ETA: 7.0s. Rate: 360.69 forecasts/min
[2025-12-16T20:36:30.693535] [DEBUG] [REMOTE    ] ED: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:30.694497] [DEBUG] [LOCAL     ] Loaded configuration for ED: 3 features, N/A% accuracy
[2025-12-16T20:36:30.694547] [INFO ] [LOCAL     ] ED: Loaded 3 optimal features with 64.92% confidence from JSON config
[2025-12-16T20:36:30.694602] [DEBUG] [MAG       ] Building data for symbol: ED with lookback: 0
[2025-12-16T20:36:30.695369] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-16T20:36:30.695428] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:36:30.700211] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-16T20:36:30.702042] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-16T20:36:30.703162] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:30.718794] [DEBUG] [MAG       ] DHI: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:30.744022] [DEBUG] [MAG       ] NVDD: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:30.834263] [DEBUG] [MAG       ] ASA: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:30.834558] [INFO ] [LOCAL     ] DHI: Saved forecast.
[2025-12-16T20:36:30.834668] [INFO ] [main      ] DHI: Signal=1 (Conf=90.0%), Magnitude=0.58% (Conf=50.7726%)
[2025-12-16T20:36:30.835034] [INFO ] [main      ] Fetching symbol history for GSHD...
[2025-12-16T20:36:30.835086] [DEBUG] [REMOTE    ] GSHD: Fetching historical data.
[2025-12-16T20:36:30.835064] [INFO ] [main      ] Progress: 394/435 forecasts completed (90.6%). DHI finished in 0.8s. ETA: 6.8s. Rate: 360.77 forecasts/min
[2025-12-16T20:36:30.845790] [DEBUG] [REMOTE    ] GSHD: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:30.846738] [DEBUG] [LOCAL     ] Loaded configuration for GSHD: 5 features, N/A% accuracy
[2025-12-16T20:36:30.846791] [INFO ] [LOCAL     ] GSHD: Loaded 5 optimal features with 66.09% confidence from JSON config
[2025-12-16T20:36:30.846822] [DEBUG] [MAG       ] Building data for symbol: GSHD with lookback: 0
[2025-12-16T20:36:30.847569] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-16T20:36:30.847654] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:30.848513] [INFO ] [LOCAL     ] NVDD: Saved forecast.
[2025-12-16T20:36:30.848594] [INFO ] [main      ] NVDD: Signal=1 (Conf=90.0%), Magnitude=-0.44% (Conf=76.28%)
[2025-12-16T20:36:30.848754] [INFO ] [main      ] Fetching symbol history for VGSH...
[2025-12-16T20:36:30.848804] [DEBUG] [REMOTE    ] VGSH: Fetching historical data.
[2025-12-16T20:36:30.849332] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:36:30.849909] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-16T20:36:30.849892] [INFO ] [main      ] Progress: 395/435 forecasts completed (90.8%). NVDD finished in 0.6s. ETA: 6.6s. Rate: 361.60 forecasts/min
[2025-12-16T20:36:30.860713] [DEBUG] [REMOTE    ] VGSH: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:30.861598] [DEBUG] [LOCAL     ] Loaded configuration for VGSH: 1 features, N/A% accuracy
[2025-12-16T20:36:30.861654] [INFO ] [LOCAL     ] VGSH: Loaded 1 optimal features with 23.69% confidence from JSON config
[2025-12-16T20:36:30.861685] [DEBUG] [MAG       ] Building data for symbol: VGSH with lookback: 0
[2025-12-16T20:36:30.862436] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-16T20:36:30.862502] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-16T20:36:30.863219] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:30.898748] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-16T20:36:30.900677] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-16T20:36:30.901690] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:30.925799] [INFO ] [LOCAL     ] ASA: Saved forecast.
[2025-12-16T20:36:30.925864] [INFO ] [main      ] ASA: Signal=1 (Conf=90.0%), Magnitude=3.74% (Conf=55.9998%)
[2025-12-16T20:36:30.926016] [INFO ] [main      ] Fetching symbol history for AG...
[2025-12-16T20:36:30.926060] [DEBUG] [REMOTE    ] AG: Fetching historical data.
[2025-12-16T20:36:30.926845] [INFO ] [main      ] Progress: 396/435 forecasts completed (91.0%). ASA finished in 0.7s. ETA: 6.5s. Rate: 362.09 forecasts/min
[2025-12-16T20:36:30.936762] [DEBUG] [REMOTE    ] AG: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:30.937748] [DEBUG] [LOCAL     ] Loaded configuration for AG: 4 features, N/A% accuracy
[2025-12-16T20:36:30.937800] [INFO ] [LOCAL     ] AG: Loaded 4 optimal features with 56.69% confidence from JSON config
[2025-12-16T20:36:30.937831] [DEBUG] [MAG       ] Building data for symbol: AG with lookback: 0
[2025-12-16T20:36:30.938598] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-16T20:36:30.938657] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:30.940370] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:36:30.940889] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:36:30.941266] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-16T20:36:30.942028] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:31.038953] [DEBUG] [MAG       ] ED: Last date is validated at 2025-12-16
[2025-12-16T20:36:31.190674] [DEBUG] [MAG       ] VGSH: Last date is validated at 2025-12-16
[2025-12-16T20:36:31.201670] [DEBUG] [MAG       ] ED: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:31.236040] [DEBUG] [MAG       ] GSHD: Last date is validated at 2025-12-16
[2025-12-16T20:36:31.285660] [DEBUG] [MAG       ] AG: Last date is validated at 2025-12-16
[2025-12-16T20:36:31.291156] [INFO ] [LOCAL     ] ED: Saved forecast.
[2025-12-16T20:36:31.291222] [INFO ] [main      ] ED: Signal=1 (Conf=90.0%), Magnitude=-0.84% (Conf=64.9168%)
[2025-12-16T20:36:31.291541] [INFO ] [main      ] Fetching symbol history for WGO...
[2025-12-16T20:36:31.291607] [DEBUG] [REMOTE    ] WGO: Fetching historical data.
[2025-12-16T20:36:31.291652] [INFO ] [main      ] Progress: 397/435 forecasts completed (91.3%). ED finished in 0.6s. ETA: 6.3s. Rate: 361.00 forecasts/min
[2025-12-16T20:36:31.303847] [DEBUG] [REMOTE    ] WGO: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:31.304786] [DEBUG] [LOCAL     ] Loaded configuration for WGO: 3 features, N/A% accuracy
[2025-12-16T20:36:31.304845] [INFO ] [LOCAL     ] WGO: Loaded 3 optimal features with 42.90% confidence from JSON config
[2025-12-16T20:36:31.304877] [DEBUG] [MAG       ] Building data for symbol: WGO with lookback: 0
[2025-12-16T20:36:31.305647] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-16T20:36:31.305706] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:36:31.310398] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-16T20:36:31.355466] [DEBUG] [MAG       ] VGSH: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:31.384874] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-16T20:36:31.385527] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:31.400652] [DEBUG] [MAG       ] GSHD: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:31.405423] [INFO ] [LOCAL     ] VGSH: Saved forecast.
[2025-12-16T20:36:31.405490] [INFO ] [main      ] VGSH: Signal=1 (Conf=90.0%), Magnitude=-0.01% (Conf=23.6865%)
[2025-12-16T20:36:31.405860] [INFO ] [main      ] Progress: 398/435 forecasts completed (91.5%). VGSH finished in 0.6s. ETA: 6.1s. Rate: 361.28 forecasts/min
[2025-12-16T20:36:31.405983] [INFO ] [main      ] Fetching symbol history for PX...
[2025-12-16T20:36:31.406024] [DEBUG] [REMOTE    ] PX: Fetching historical data.
[2025-12-16T20:36:31.416795] [DEBUG] [REMOTE    ] PX: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:31.417670] [DEBUG] [LOCAL     ] Loaded configuration for PX: 5 features, N/A% accuracy
[2025-12-16T20:36:31.417731] [INFO ] [LOCAL     ] PX: Loaded 5 optimal features with 54.06% confidence from JSON config
[2025-12-16T20:36:31.417770] [DEBUG] [MAG       ] Building data for symbol: PX with lookback: 0
[2025-12-16T20:36:31.418509] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-16T20:36:31.418568] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:36:31.423239] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-16T20:36:31.424070] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-16T20:36:31.426798] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-16T20:36:31.430657] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-16T20:36:31.433244] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:31.455868] [DEBUG] [MAG       ] AG: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:31.502159] [INFO ] [LOCAL     ] GSHD: Saved forecast.
[2025-12-16T20:36:31.502226] [INFO ] [main      ] GSHD: Signal=1 (Conf=90.0%), Magnitude=-3.56% (Conf=66.095%)
[2025-12-16T20:36:31.502583] [INFO ] [main      ] Fetching symbol history for CXDO...
[2025-12-16T20:36:31.502647] [DEBUG] [REMOTE    ] CXDO: Fetching historical data.
[2025-12-16T20:36:31.503656] [INFO ] [main      ] Progress: 399/435 forecasts completed (91.7%). GSHD finished in 0.7s. ETA: 6.0s. Rate: 361.65 forecasts/min
[2025-12-16T20:36:31.513108] [DEBUG] [REMOTE    ] CXDO: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:31.513955] [DEBUG] [LOCAL     ] Loaded configuration for CXDO: 8 features, N/A% accuracy
[2025-12-16T20:36:31.514006] [INFO ] [LOCAL     ] CXDO: Loaded 8 optimal features with 38.37% confidence from JSON config
[2025-12-16T20:36:31.514037] [DEBUG] [MAG       ] Building data for symbol: CXDO with lookback: 0
[2025-12-16T20:36:31.514849] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-16T20:36:31.514911] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:31.516565] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:36:31.517084] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:36:31.517466] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-16T20:36:31.526116] [INFO ] [LOCAL     ] AG: Saved forecast.
[2025-12-16T20:36:31.526193] [INFO ] [main      ] AG: Signal=1 (Conf=90.0%), Magnitude=5.82% (Conf=56.69%)
[2025-12-16T20:36:31.526551] [INFO ] [main      ] Progress: 400/435 forecasts completed (92.0%). AG finished in 0.6s. ETA: 5.8s. Rate: 362.44 forecasts/min
[2025-12-16T20:36:31.526751] [INFO ] [main      ] Fetching symbol history for BAP...
[2025-12-16T20:36:31.526797] [DEBUG] [REMOTE    ] BAP: Fetching historical data.
[2025-12-16T20:36:31.538010] [DEBUG] [REMOTE    ] BAP: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:31.538789] [DEBUG] [LOCAL     ] Loaded configuration for BAP: 10 features, N/A% accuracy
[2025-12-16T20:36:31.538845] [INFO ] [LOCAL     ] BAP: Loaded 10 optimal features with 50.15% confidence from JSON config
[2025-12-16T20:36:31.538876] [DEBUG] [MAG       ] Building data for symbol: BAP with lookback: 0
[2025-12-16T20:36:31.539757] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-16T20:36:31.539822] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:36:31.544504] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:31.546243] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:36:31.546730] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:36:31.547112] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-16T20:36:31.548378] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-16T20:36:31.549039] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-16T20:36:31.550229] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-16T20:36:31.551349] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:36:31.551816] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-16T20:36:31.553781] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:31.556683] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-16T20:36:31.557484] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-16T20:36:31.561700] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-16T20:36:31.563009] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-16T20:36:31.563644] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:31.720036] [DEBUG] [MAG       ] WGO: Last date is validated at 2025-12-16
[2025-12-16T20:36:31.765598] [DEBUG] [MAG       ] PX: Last date is validated at 2025-12-16
[2025-12-16T20:36:31.888545] [DEBUG] [MAG       ] WGO: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:31.897099] [DEBUG] [MAG       ] CXDO: Last date is validated at 2025-12-16
[2025-12-16T20:36:31.907030] [DEBUG] [MAG       ] BAP: Last date is validated at 2025-12-16
[2025-12-16T20:36:31.930404] [DEBUG] [MAG       ] PX: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:31.978148] [INFO ] [LOCAL     ] WGO: Saved forecast.
[2025-12-16T20:36:31.978218] [INFO ] [main      ] WGO: Signal=1 (Conf=90.0%), Magnitude=-1.17% (Conf=42.9021%)
[2025-12-16T20:36:31.978673] [INFO ] [main      ] Fetching symbol history for SCM...
[2025-12-16T20:36:31.978726] [DEBUG] [REMOTE    ] SCM: Fetching historical data.
[2025-12-16T20:36:31.979649] [INFO ] [main      ] Progress: 401/435 forecasts completed (92.2%). WGO finished in 0.7s. ETA: 5.7s. Rate: 360.87 forecasts/min
[2025-12-16T20:36:31.990559] [DEBUG] [REMOTE    ] SCM: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:31.991508] [DEBUG] [LOCAL     ] Loaded configuration for SCM: 7 features, N/A% accuracy
[2025-12-16T20:36:31.991558] [INFO ] [LOCAL     ] SCM: Loaded 7 optimal features with 59.74% confidence from JSON config
[2025-12-16T20:36:31.991609] [DEBUG] [MAG       ] Building data for symbol: SCM with lookback: 0
[2025-12-16T20:36:31.992358] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-16T20:36:31.992428] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:31.994080] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:36:31.994564] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:36:31.994998] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-16T20:36:32.004238] [INFO ] [LOCAL     ] PX: Saved forecast.
[2025-12-16T20:36:32.004302] [INFO ] [main      ] PX: Signal=1 (Conf=90.0%), Magnitude=-3.50% (Conf=54.0617%)
[2025-12-16T20:36:32.004700] [INFO ] [main      ] Fetching symbol history for RARE...
[2025-12-16T20:36:32.004779] [DEBUG] [REMOTE    ] RARE: Fetching historical data.
[2025-12-16T20:36:32.005323] [INFO ] [main      ] Progress: 402/435 forecasts completed (92.4%). PX finished in 0.6s. ETA: 5.5s. Rate: 361.63 forecasts/min
[2025-12-16T20:36:32.018740] [DEBUG] [REMOTE    ] RARE: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:32.019550] [DEBUG] [LOCAL     ] Loaded configuration for RARE: 8 features, N/A% accuracy
[2025-12-16T20:36:32.019618] [INFO ] [LOCAL     ] RARE: Loaded 8 optimal features with 56.29% confidence from JSON config
[2025-12-16T20:36:32.019650] [DEBUG] [MAG       ] Building data for symbol: RARE with lookback: 0
[2025-12-16T20:36:32.020395] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-16T20:36:32.020456] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:32.022182] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:36:32.022698] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:36:32.023076] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-16T20:36:32.024673] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-16T20:36:32.025439] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-16T20:36:32.026627] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-16T20:36:32.027334] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-16T20:36:32.028470] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:32.062602] [DEBUG] [MAG       ] CXDO: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:32.072935] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-16T20:36:32.075176] [DEBUG] [MAG       ] BAP: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:32.077829] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-16T20:36:32.080075] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-16T20:36:32.081173] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:32.128265] [INFO ] [LOCAL     ] CXDO: Saved forecast.
[2025-12-16T20:36:32.128332] [INFO ] [main      ] CXDO: Signal=1 (Conf=90.0%), Magnitude=-1.05% (Conf=38.3656%)
[2025-12-16T20:36:32.128485] [INFO ] [main      ] Fetching symbol history for KBWD...
[2025-12-16T20:36:32.128527] [DEBUG] [REMOTE    ] KBWD: Fetching historical data.
[2025-12-16T20:36:32.128893] [INFO ] [main      ] Progress: 403/435 forecasts completed (92.6%). CXDO finished in 0.6s. ETA: 5.3s. Rate: 361.86 forecasts/min
[2025-12-16T20:36:32.139515] [DEBUG] [REMOTE    ] KBWD: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:32.140515] [DEBUG] [LOCAL     ] Loaded configuration for KBWD: 3 features, N/A% accuracy
[2025-12-16T20:36:32.140593] [INFO ] [LOCAL     ] KBWD: Loaded 3 optimal features with 61.77% confidence from JSON config
[2025-12-16T20:36:32.140627] [DEBUG] [MAG       ] Building data for symbol: KBWD with lookback: 0
[2025-12-16T20:36:32.141376] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-16T20:36:32.141436] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-16T20:36:32.142148] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-16T20:36:32.142997] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-16T20:36:32.145389] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:32.194433] [INFO ] [LOCAL     ] BAP: Saved forecast.
[2025-12-16T20:36:32.194501] [INFO ] [main      ] BAP: Signal=1 (Conf=90.0%), Magnitude=0.33% (Conf=50.152%)
[2025-12-16T20:36:32.194677] [INFO ] [main      ] Fetching symbol history for FOXA...
[2025-12-16T20:36:32.194722] [DEBUG] [REMOTE    ] FOXA: Fetching historical data.
[2025-12-16T20:36:32.195876] [INFO ] [main      ] Progress: 404/435 forecasts completed (92.9%). BAP finished in 0.7s. ETA: 5.1s. Rate: 362.40 forecasts/min
[2025-12-16T20:36:32.205747] [DEBUG] [REMOTE    ] FOXA: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:32.207405] [DEBUG] [LOCAL     ] Loaded configuration for FOXA: 9 features, N/A% accuracy
[2025-12-16T20:36:32.207458] [INFO ] [LOCAL     ] FOXA: Loaded 9 optimal features with 53.31% confidence from JSON config
[2025-12-16T20:36:32.207490] [DEBUG] [MAG       ] Building data for symbol: FOXA with lookback: 0
[2025-12-16T20:36:32.208307] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-16T20:36:32.208373] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:36:32.213420] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:32.215310] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:36:32.215821] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:36:32.216263] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:36:32.216677] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-16T20:36:32.219136] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-16T20:36:32.219991] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-16T20:36:32.221547] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-16T20:36:32.225775] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:32.362465] [DEBUG] [MAG       ] RARE: Last date is validated at 2025-12-16
[2025-12-16T20:36:32.420352] [DEBUG] [MAG       ] SCM: Last date is validated at 2025-12-16
[2025-12-16T20:36:32.476896] [DEBUG] [MAG       ] KBWD: Last date is validated at 2025-12-16
[2025-12-16T20:36:32.525364] [DEBUG] [MAG       ] RARE: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:32.566672] [DEBUG] [MAG       ] FOXA: Last date is validated at 2025-12-16
[2025-12-16T20:36:32.585160] [DEBUG] [MAG       ] SCM: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:32.619093] [INFO ] [LOCAL     ] RARE: Saved forecast.
[2025-12-16T20:36:32.619179] [INFO ] [main      ] RARE: Signal=1 (Conf=90.0%), Magnitude=6.31% (Conf=56.2885%)
[2025-12-16T20:36:32.619548] [INFO ] [main      ] Fetching symbol history for DIN...
[2025-12-16T20:36:32.619617] [DEBUG] [REMOTE    ] DIN: Fetching historical data.
[2025-12-16T20:36:32.619655] [INFO ] [main      ] Progress: 405/435 forecasts completed (93.1%). RARE finished in 0.6s. ETA: 5.0s. Rate: 361.01 forecasts/min
[2025-12-16T20:36:32.630211] [DEBUG] [REMOTE    ] DIN: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:32.631378] [DEBUG] [LOCAL     ] Loaded configuration for DIN: 7 features, N/A% accuracy
[2025-12-16T20:36:32.631430] [INFO ] [LOCAL     ] DIN: Loaded 7 optimal features with 54.31% confidence from JSON config
[2025-12-16T20:36:32.631461] [DEBUG] [MAG       ] Building data for symbol: DIN with lookback: 0
[2025-12-16T20:36:32.632252] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-16T20:36:32.632315] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:36:32.637006] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:32.638814] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:36:32.639313] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:36:32.639750] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-16T20:36:32.642975] [DEBUG] [MAG       ] KBWD: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:32.647076] [INFO ] [LOCAL     ] SCM: Saved forecast.
[2025-12-16T20:36:32.647143] [INFO ] [main      ] SCM: Signal=1 (Conf=90.0%), Magnitude=2.50% (Conf=59.7414%)
[2025-12-16T20:36:32.647589] [INFO ] [main      ] Fetching symbol history for GLTO...
[2025-12-16T20:36:32.647642] [DEBUG] [REMOTE    ] GLTO: Fetching historical data.
[2025-12-16T20:36:32.647660] [INFO ] [main      ] Progress: 406/435 forecasts completed (93.3%). SCM finished in 0.7s. ETA: 4.8s. Rate: 361.75 forecasts/min
[2025-12-16T20:36:32.658485] [DEBUG] [REMOTE    ] GLTO: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:32.659371] [DEBUG] [LOCAL     ] Loaded configuration for GLTO: 9 features, N/A% accuracy
[2025-12-16T20:36:32.659429] [INFO ] [LOCAL     ] GLTO: Loaded 9 optimal features with 61.92% confidence from JSON config
[2025-12-16T20:36:32.659472] [DEBUG] [MAG       ] Building data for symbol: GLTO with lookback: 0
[2025-12-16T20:36:32.660279] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-16T20:36:32.660343] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:36:32.665116] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-16T20:36:32.665932] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-16T20:36:32.666746] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-16T20:36:32.701910] [INFO ] [LOCAL     ] KBWD: Saved forecast.
[2025-12-16T20:36:32.701983] [INFO ] [main      ] KBWD: Signal=1 (Conf=90.0%), Magnitude=1.63% (Conf=61.7668%)
[2025-12-16T20:36:32.702319] [INFO ] [main      ] Fetching symbol history for DRLL...
[2025-12-16T20:36:32.702367] [DEBUG] [REMOTE    ] DRLL: Fetching historical data.
[2025-12-16T20:36:32.702763] [INFO ] [main      ] Progress: 407/435 forecasts completed (93.6%). KBWD finished in 0.6s. ETA: 4.6s. Rate: 362.34 forecasts/min
[2025-12-16T20:36:32.712205] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-16T20:36:32.713550] [DEBUG] [REMOTE    ] DRLL: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:32.713918] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-16T20:36:32.714457] [DEBUG] [LOCAL     ] Loaded configuration for DRLL: 3 features, N/A% accuracy
[2025-12-16T20:36:32.714508] [INFO ] [LOCAL     ] DRLL: Loaded 3 optimal features with 55.38% confidence from JSON config
[2025-12-16T20:36:32.714538] [DEBUG] [MAG       ] Building data for symbol: DRLL with lookback: 0
[2025-12-16T20:36:32.715344] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-16T20:36:32.715404] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-16T20:36:32.716142] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-16T20:36:32.716233] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-16T20:36:32.717567] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-16T20:36:32.718196] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-16T20:36:32.718734] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-16T20:36:32.719385] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:32.721550] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:32.737868] [DEBUG] [MAG       ] FOXA: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:32.751088] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-16T20:36:32.754205] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-16T20:36:32.771740] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:32.836059] [INFO ] [LOCAL     ] FOXA: Saved forecast.
[2025-12-16T20:36:32.836159] [INFO ] [main      ] FOXA: Signal=1 (Conf=90.0%), Magnitude=-1.13% (Conf=53.3053%)
[2025-12-16T20:36:32.836559] [INFO ] [main      ] Fetching symbol history for GME...
[2025-12-16T20:36:32.836634] [DEBUG] [REMOTE    ] GME: Fetching historical data.
[2025-12-16T20:36:32.837646] [INFO ] [main      ] Progress: 408/435 forecasts completed (93.8%). FOXA finished in 0.6s. ETA: 4.5s. Rate: 362.51 forecasts/min
[2025-12-16T20:36:32.847772] [DEBUG] [REMOTE    ] GME: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:32.848729] [DEBUG] [LOCAL     ] Loaded configuration for GME: 4 features, N/A% accuracy
[2025-12-16T20:36:32.848793] [INFO ] [LOCAL     ] GME: Loaded 4 optimal features with 51.00% confidence from JSON config
[2025-12-16T20:36:32.848827] [DEBUG] [MAG       ] Building data for symbol: GME with lookback: 0
[2025-12-16T20:36:32.849715] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-16T20:36:32.849790] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:36:32.854838] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:32.856768] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:36:32.857283] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:36:32.857701] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:33.050066] [DEBUG] [MAG       ] DRLL: Last date is validated at 2025-12-16
[2025-12-16T20:36:33.060262] [DEBUG] [MAG       ] GLTO: Last date is validated at 2025-12-16
[2025-12-16T20:36:33.109256] [DEBUG] [MAG       ] DIN: Last date is validated at 2025-12-16
[2025-12-16T20:36:33.197621] [DEBUG] [MAG       ] GME: Last date is validated at 2025-12-16
[2025-12-16T20:36:33.214651] [DEBUG] [MAG       ] DRLL: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:33.223691] [DEBUG] [MAG       ] GLTO: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:33.276800] [DEBUG] [MAG       ] DIN: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:33.345162] [INFO ] [LOCAL     ] GLTO: Saved forecast.
[2025-12-16T20:36:33.345227] [INFO ] [main      ] GLTO: Signal=1 (Conf=90.0%), Magnitude=-14.43% (Conf=61.9164%)
[2025-12-16T20:36:33.345593] [INFO ] [main      ] Progress: 409/435 forecasts completed (94.0%). GLTO finished in 0.7s. ETA: 4.3s. Rate: 360.68 forecasts/min
[2025-12-16T20:36:33.345724] [INFO ] [main      ] Fetching symbol history for ENVX...
[2025-12-16T20:36:33.345768] [DEBUG] [REMOTE    ] ENVX: Fetching historical data.
[2025-12-16T20:36:33.357137] [DEBUG] [REMOTE    ] ENVX: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:33.358119] [DEBUG] [LOCAL     ] Loaded configuration for ENVX: 5 features, N/A% accuracy
[2025-12-16T20:36:33.358175] [INFO ] [LOCAL     ] ENVX: Loaded 5 optimal features with 61.85% confidence from JSON config
[2025-12-16T20:36:33.358206] [DEBUG] [MAG       ] Building data for symbol: ENVX with lookback: 0
[2025-12-16T20:36:33.359001] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-16T20:36:33.359060] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:33.360803] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:36:33.361288] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-16T20:36:33.361654] [INFO ] [LOCAL     ] DRLL: Saved forecast.
[2025-12-16T20:36:33.361720] [INFO ] [main      ] DRLL: Signal=1 (Conf=90.0%), Magnitude=-1.29% (Conf=55.3794%)
[2025-12-16T20:36:33.362146] [INFO ] [main      ] Fetching symbol history for GSBC...
[2025-12-16T20:36:33.362197] [DEBUG] [REMOTE    ] GSBC: Fetching historical data.
[2025-12-16T20:36:33.362648] [INFO ] [main      ] Progress: 410/435 forecasts completed (94.3%). DRLL finished in 0.7s. ETA: 4.1s. Rate: 361.47 forecasts/min
[2025-12-16T20:36:33.363845] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-16T20:36:33.364666] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-16T20:36:33.365299] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:33.365891] [INFO ] [LOCAL     ] DIN: Saved forecast.
[2025-12-16T20:36:33.365957] [INFO ] [main      ] DIN: Signal=1 (Conf=90.0%), Magnitude=-1.27% (Conf=54.3098%)
[2025-12-16T20:36:33.366341] [INFO ] [main      ] Fetching symbol history for AVK...
[2025-12-16T20:36:33.366390] [DEBUG] [REMOTE    ] AVK: Fetching historical data.
[2025-12-16T20:36:33.366622] [INFO ] [main      ] Progress: 411/435 forecasts completed (94.5%). DIN finished in 0.7s. ETA: 4.0s. Rate: 362.33 forecasts/min
[2025-12-16T20:36:33.368225] [DEBUG] [MAG       ] GME: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:33.372808] [DEBUG] [REMOTE    ] GSBC: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:33.373707] [DEBUG] [LOCAL     ] Loaded configuration for GSBC: 7 features, N/A% accuracy
[2025-12-16T20:36:33.373757] [INFO ] [LOCAL     ] GSBC: Loaded 7 optimal features with 53.93% confidence from JSON config
[2025-12-16T20:36:33.373788] [DEBUG] [MAG       ] Building data for symbol: GSBC with lookback: 0
[2025-12-16T20:36:33.374547] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-16T20:36:33.374628] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:36:33.377488] [DEBUG] [REMOTE    ] AVK: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:33.379140] [DEBUG] [LOCAL     ] Loaded configuration for AVK: 1 features, N/A% accuracy
[2025-12-16T20:36:33.379220] [INFO ] [LOCAL     ] AVK: Loaded 1 optimal features with 46.06% confidence from JSON config
[2025-12-16T20:36:33.379254] [DEBUG] [MAG       ] Building data for symbol: AVK with lookback: 0
[2025-12-16T20:36:33.379457] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:33.380022] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-16T20:36:33.380080] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:36:33.381254] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:36:33.381745] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:36:33.382171] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-16T20:36:33.383020] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-16T20:36:33.384769] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:33.384801] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-16T20:36:33.385785] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:33.459476] [INFO ] [LOCAL     ] GME: Saved forecast.
[2025-12-16T20:36:33.459544] [INFO ] [main      ] GME: Signal=1 (Conf=90.0%), Magnitude=-0.44% (Conf=51.0035%)
[2025-12-16T20:36:33.459723] [INFO ] [main      ] Fetching symbol history for BDSX...
[2025-12-16T20:36:33.459776] [DEBUG] [REMOTE    ] BDSX: Fetching historical data.
[2025-12-16T20:36:33.461820] [INFO ] [main      ] Progress: 412/435 forecasts completed (94.7%). GME finished in 0.6s. ETA: 3.8s. Rate: 362.71 forecasts/min
[2025-12-16T20:36:33.470685] [DEBUG] [REMOTE    ] BDSX: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:33.471628] [DEBUG] [LOCAL     ] Loaded configuration for BDSX: 6 features, N/A% accuracy
[2025-12-16T20:36:33.471681] [INFO ] [LOCAL     ] BDSX: Loaded 6 optimal features with 50.12% confidence from JSON config
[2025-12-16T20:36:33.471714] [DEBUG] [MAG       ] Building data for symbol: BDSX with lookback: 0
[2025-12-16T20:36:33.472489] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-16T20:36:33.472554] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:36:33.477482] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:33.479411] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:36:33.479995] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:36:33.480461] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:36:33.480884] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-16T20:36:33.483673] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:33.699783] [DEBUG] [MAG       ] ENVX: Last date is validated at 2025-12-16
[2025-12-16T20:36:33.717668] [DEBUG] [MAG       ] AVK: Last date is validated at 2025-12-16
[2025-12-16T20:36:33.719775] [DEBUG] [MAG       ] GSBC: Last date is validated at 2025-12-16
[2025-12-16T20:36:33.832508] [DEBUG] [MAG       ] BDSX: Last date is validated at 2025-12-16
[2025-12-16T20:36:33.867597] [DEBUG] [MAG       ] ENVX: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:33.884236] [DEBUG] [MAG       ] AVK: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:33.888095] [DEBUG] [MAG       ] GSBC: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:33.938946] [INFO ] [LOCAL     ] AVK: Saved forecast.
[2025-12-16T20:36:33.939011] [INFO ] [main      ] AVK: Signal=1 (Conf=90.0%), Magnitude=-0.92% (Conf=46.0566%)
[2025-12-16T20:36:33.939359] [INFO ] [main      ] Fetching symbol history for ALVO...
[2025-12-16T20:36:33.939411] [DEBUG] [REMOTE    ] ALVO: Fetching historical data.
[2025-12-16T20:36:33.939413] [INFO ] [main      ] Progress: 413/435 forecasts completed (94.9%). AVK finished in 0.6s. ETA: 3.7s. Rate: 361.06 forecasts/min
[2025-12-16T20:36:33.948439] [INFO ] [LOCAL     ] ENVX: Saved forecast.
[2025-12-16T20:36:33.948514] [INFO ] [main      ] ENVX: Signal=1 (Conf=90.0%), Magnitude=-9.64% (Conf=61.8475%)
[2025-12-16T20:36:33.948918] [INFO ] [main      ] Fetching symbol history for THRM...
[2025-12-16T20:36:33.948972] [DEBUG] [REMOTE    ] THRM: Fetching historical data.
[2025-12-16T20:36:33.948959] [INFO ] [main      ] Progress: 414/435 forecasts completed (95.2%). ENVX finished in 0.6s. ETA: 3.5s. Rate: 361.88 forecasts/min
[2025-12-16T20:36:33.949966] [DEBUG] [REMOTE    ] ALVO: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:33.951242] [DEBUG] [LOCAL     ] Loaded configuration for ALVO: 2 features, N/A% accuracy
[2025-12-16T20:36:33.951300] [INFO ] [LOCAL     ] ALVO: Loaded 2 optimal features with 47.86% confidence from JSON config
[2025-12-16T20:36:33.951331] [DEBUG] [MAG       ] Building data for symbol: ALVO with lookback: 0
[2025-12-16T20:36:33.952113] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-16T20:36:33.952171] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:36:33.956934] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-16T20:36:33.957771] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:33.960590] [DEBUG] [REMOTE    ] THRM: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:33.961328] [DEBUG] [LOCAL     ] Loaded configuration for THRM: 6 features, N/A% accuracy
[2025-12-16T20:36:33.961378] [INFO ] [LOCAL     ] THRM: Loaded 6 optimal features with 58.91% confidence from JSON config
[2025-12-16T20:36:33.961409] [DEBUG] [MAG       ] Building data for symbol: THRM with lookback: 0
[2025-12-16T20:36:33.962280] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-16T20:36:33.962344] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:36:33.967369] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:33.969322] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:36:33.969867] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:36:33.970248] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-16T20:36:33.971215] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-16T20:36:33.971827] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:33.988533] [INFO ] [LOCAL     ] GSBC: Saved forecast.
[2025-12-16T20:36:33.988617] [INFO ] [main      ] GSBC: Signal=1 (Conf=90.0%), Magnitude=-0.59% (Conf=53.9295%)
[2025-12-16T20:36:33.988987] [INFO ] [main      ] Progress: 415/435 forecasts completed (95.4%). GSBC finished in 0.6s. ETA: 3.3s. Rate: 362.54 forecasts/min
[2025-12-16T20:36:33.989183] [INFO ] [main      ] Fetching symbol history for ENB...
[2025-12-16T20:36:33.989233] [DEBUG] [REMOTE    ] ENB: Fetching historical data.
[2025-12-16T20:36:34.000808] [DEBUG] [REMOTE    ] ENB: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:34.000868] [DEBUG] [MAG       ] BDSX: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:34.001690] [DEBUG] [LOCAL     ] Loaded configuration for ENB: 4 features, N/A% accuracy
[2025-12-16T20:36:34.001750] [INFO ] [LOCAL     ] ENB: Loaded 4 optimal features with 50.89% confidence from JSON config
[2025-12-16T20:36:34.001803] [DEBUG] [MAG       ] Building data for symbol: ENB with lookback: 0
[2025-12-16T20:36:34.002605] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-16T20:36:34.002668] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:34.004331] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:36:34.005219] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-16T20:36:34.053737] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-16T20:36:34.055854] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:34.084324] [INFO ] [LOCAL     ] BDSX: Saved forecast.
[2025-12-16T20:36:34.084395] [INFO ] [main      ] BDSX: Signal=1 (Conf=90.0%), Magnitude=7.53% (Conf=50.1219%)
[2025-12-16T20:36:34.084854] [INFO ] [main      ] Fetching symbol history for ARMK...
[2025-12-16T20:36:34.084908] [DEBUG] [REMOTE    ] ARMK: Fetching historical data.
[2025-12-16T20:36:34.085653] [INFO ] [main      ] Progress: 416/435 forecasts completed (95.6%). BDSX finished in 0.6s. ETA: 3.1s. Rate: 362.91 forecasts/min
[2025-12-16T20:36:34.097034] [DEBUG] [REMOTE    ] ARMK: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:34.097924] [DEBUG] [LOCAL     ] Loaded configuration for ARMK: 5 features, N/A% accuracy
[2025-12-16T20:36:34.097983] [INFO ] [LOCAL     ] ARMK: Loaded 5 optimal features with 51.73% confidence from JSON config
[2025-12-16T20:36:34.098015] [DEBUG] [MAG       ] Building data for symbol: ARMK with lookback: 0
[2025-12-16T20:36:34.098806] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-16T20:36:34.098867] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:34.100703] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:36:34.101212] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:36:34.101633] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-16T20:36:34.104180] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-16T20:36:34.105902] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:34.298817] [DEBUG] [MAG       ] ALVO: Last date is validated at 2025-12-16
[2025-12-16T20:36:34.314449] [DEBUG] [MAG       ] THRM: Last date is validated at 2025-12-16
[2025-12-16T20:36:34.395548] [DEBUG] [MAG       ] ENB: Last date is validated at 2025-12-16
[2025-12-16T20:36:34.441494] [DEBUG] [MAG       ] ARMK: Last date is validated at 2025-12-16
[2025-12-16T20:36:34.469056] [DEBUG] [MAG       ] ALVO: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:34.483756] [DEBUG] [MAG       ] THRM: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:34.536038] [INFO ] [LOCAL     ] ALVO: Saved forecast.
[2025-12-16T20:36:34.536104] [INFO ] [main      ] ALVO: Signal=1 (Conf=90.0%), Magnitude=-1.51% (Conf=47.8626%)
[2025-12-16T20:36:34.536450] [INFO ] [main      ] Fetching symbol history for AZTA...
[2025-12-16T20:36:34.536500] [DEBUG] [REMOTE    ] AZTA: Fetching historical data.
[2025-12-16T20:36:34.537651] [INFO ] [main      ] Progress: 417/435 forecasts completed (95.9%). ALVO finished in 0.6s. ETA: 3.0s. Rate: 361.40 forecasts/min
[2025-12-16T20:36:34.546891] [DEBUG] [REMOTE    ] AZTA: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:34.547983] [DEBUG] [LOCAL     ] Loaded configuration for AZTA: 6 features, N/A% accuracy
[2025-12-16T20:36:34.548035] [INFO ] [LOCAL     ] AZTA: Loaded 6 optimal features with 60.03% confidence from JSON config
[2025-12-16T20:36:34.548065] [DEBUG] [MAG       ] Building data for symbol: AZTA with lookback: 0
[2025-12-16T20:36:34.548831] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-16T20:36:34.548890] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:36:34.553777] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:34.555535] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:36:34.556027] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:36:34.556406] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-16T20:36:34.557242] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-16T20:36:34.562160] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:34.564171] [DEBUG] [MAG       ] ENB: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:34.565491] [INFO ] [LOCAL     ] THRM: Saved forecast.
[2025-12-16T20:36:34.565555] [INFO ] [main      ] THRM: Signal=1 (Conf=90.0%), Magnitude=0.79% (Conf=58.9066%)
[2025-12-16T20:36:34.565729] [INFO ] [main      ] Fetching symbol history for RCS...
[2025-12-16T20:36:34.565771] [DEBUG] [REMOTE    ] RCS: Fetching historical data.
[2025-12-16T20:36:34.568643] [INFO ] [main      ] Progress: 418/435 forecasts completed (96.1%). THRM finished in 0.6s. ETA: 2.8s. Rate: 362.11 forecasts/min
[2025-12-16T20:36:34.581781] [DEBUG] [REMOTE    ] RCS: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:34.582800] [DEBUG] [LOCAL     ] Loaded configuration for RCS: 8 features, N/A% accuracy
[2025-12-16T20:36:34.582864] [INFO ] [LOCAL     ] RCS: Loaded 8 optimal features with 42.40% confidence from JSON config
[2025-12-16T20:36:34.582895] [DEBUG] [MAG       ] Building data for symbol: RCS with lookback: 0
[2025-12-16T20:36:34.583686] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-16T20:36:34.583752] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:36:34.588511] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:34.590360] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:36:34.590865] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:36:34.591257] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-16T20:36:34.608648] [DEBUG] [MAG       ] ARMK: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:34.630940] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-16T20:36:34.631972] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-16T20:36:34.636867] [INFO ] [LOCAL     ] ENB: Saved forecast.
[2025-12-16T20:36:34.636935] [INFO ] [main      ] ENB: Signal=1 (Conf=90.0%), Magnitude=-2.05% (Conf=50.8925%)
[2025-12-16T20:36:34.637275] [INFO ] [main      ] Progress: 419/435 forecasts completed (96.3%). ENB finished in 0.6s. ETA: 2.6s. Rate: 362.62 forecasts/min
[2025-12-16T20:36:34.637397] [INFO ] [main      ] Fetching symbol history for HERO...
[2025-12-16T20:36:34.637440] [DEBUG] [REMOTE    ] HERO: Fetching historical data.
[2025-12-16T20:36:34.647907] [DEBUG] [REMOTE    ] HERO: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:34.649008] [DEBUG] [LOCAL     ] Loaded configuration for HERO: 3 features, N/A% accuracy
[2025-12-16T20:36:34.649060] [INFO ] [LOCAL     ] HERO: Loaded 3 optimal features with 48.90% confidence from JSON config
[2025-12-16T20:36:34.649102] [DEBUG] [MAG       ] Building data for symbol: HERO with lookback: 0
[2025-12-16T20:36:34.649957] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-16T20:36:34.650014] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:36:34.654815] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-16T20:36:34.656887] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-16T20:36:34.659242] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:34.678239] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-16T20:36:34.681112] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:34.691513] [INFO ] [LOCAL     ] ARMK: Saved forecast.
[2025-12-16T20:36:34.691594] [INFO ] [main      ] ARMK: Signal=1 (Conf=90.0%), Magnitude=-1.27% (Conf=51.7312%)
[2025-12-16T20:36:34.691746] [INFO ] [main      ] Fetching symbol history for ZEPP...
[2025-12-16T20:36:34.691789] [DEBUG] [REMOTE    ] ZEPP: Fetching historical data.
[2025-12-16T20:36:34.692849] [INFO ] [main      ] Progress: 420/435 forecasts completed (96.6%). ARMK finished in 0.6s. ETA: 2.5s. Rate: 363.19 forecasts/min
[2025-12-16T20:36:34.702437] [DEBUG] [REMOTE    ] ZEPP: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:34.703352] [DEBUG] [LOCAL     ] Loaded configuration for ZEPP: 6 features, N/A% accuracy
[2025-12-16T20:36:34.703400] [INFO ] [LOCAL     ] ZEPP: Loaded 6 optimal features with 52.48% confidence from JSON config
[2025-12-16T20:36:34.703430] [DEBUG] [MAG       ] Building data for symbol: ZEPP with lookback: 0
[2025-12-16T20:36:34.704220] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-16T20:36:34.704293] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:34.706003] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:36:34.706516] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:36:34.706922] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-16T20:36:34.707928] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-16T20:36:34.712155] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-16T20:36:34.712894] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:34.897447] [DEBUG] [MAG       ] AZTA: Last date is validated at 2025-12-16
[2025-12-16T20:36:34.994271] [DEBUG] [MAG       ] HERO: Last date is validated at 2025-12-16
[2025-12-16T20:36:35.027801] [DEBUG] [MAG       ] RCS: Last date is validated at 2025-12-16
[2025-12-16T20:36:35.043899] [DEBUG] [MAG       ] ZEPP: Last date is validated at 2025-12-16
[2025-12-16T20:36:35.062121] [DEBUG] [MAG       ] AZTA: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:35.158866] [INFO ] [LOCAL     ] AZTA: Saved forecast.
[2025-12-16T20:36:35.158932] [INFO ] [main      ] AZTA: Signal=1 (Conf=90.0%), Magnitude=-2.04% (Conf=60.0262%)
[2025-12-16T20:36:35.159273] [INFO ] [main      ] Fetching symbol history for WH...
[2025-12-16T20:36:35.159324] [DEBUG] [REMOTE    ] WH: Fetching historical data.
[2025-12-16T20:36:35.159656] [INFO ] [main      ] Progress: 421/435 forecasts completed (96.8%). AZTA finished in 0.6s. ETA: 2.3s. Rate: 361.62 forecasts/min
[2025-12-16T20:36:35.159509] [DEBUG] [MAG       ] HERO: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:35.169636] [DEBUG] [REMOTE    ] WH: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:35.170679] [DEBUG] [LOCAL     ] Loaded configuration for WH: 2 features, N/A% accuracy
[2025-12-16T20:36:35.170731] [INFO ] [LOCAL     ] WH: Loaded 2 optimal features with 66.55% confidence from JSON config
[2025-12-16T20:36:35.170761] [DEBUG] [MAG       ] Building data for symbol: WH with lookback: 0
[2025-12-16T20:36:35.171510] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-16T20:36:35.171596] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-16T20:36:35.172162] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-16T20:36:35.174184] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:35.195900] [DEBUG] [MAG       ] RCS: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:35.210252] [DEBUG] [MAG       ] ZEPP: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:35.230673] [INFO ] [LOCAL     ] HERO: Saved forecast.
[2025-12-16T20:36:35.230743] [INFO ] [main      ] HERO: Signal=1 (Conf=90.0%), Magnitude=-2.42% (Conf=48.9021%)
[2025-12-16T20:36:35.231094] [INFO ] [main      ] Progress: 422/435 forecasts completed (97.0%). HERO finished in 0.6s. ETA: 2.2s. Rate: 362.11 forecasts/min
[2025-12-16T20:36:35.231214] [INFO ] [main      ] Fetching symbol history for CZWI...
[2025-12-16T20:36:35.231256] [DEBUG] [REMOTE    ] CZWI: Fetching historical data.
[2025-12-16T20:36:35.241691] [DEBUG] [REMOTE    ] CZWI: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:35.242566] [DEBUG] [LOCAL     ] Loaded configuration for CZWI: 5 features, N/A% accuracy
[2025-12-16T20:36:35.242637] [INFO ] [LOCAL     ] CZWI: Loaded 5 optimal features with 52.49% confidence from JSON config
[2025-12-16T20:36:35.242668] [DEBUG] [MAG       ] Building data for symbol: CZWI with lookback: 0
[2025-12-16T20:36:35.243455] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-16T20:36:35.243515] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:35.245285] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:36:35.245847] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:36:35.246237] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-16T20:36:35.247173] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-16T20:36:35.248391] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:35.259100] [INFO ] [LOCAL     ] RCS: Saved forecast.
[2025-12-16T20:36:35.259321] [INFO ] [main      ] RCS: Signal=1 (Conf=90.0%), Magnitude=1.10% (Conf=42.3952%)
[2025-12-16T20:36:35.259723] [INFO ] [main      ] Fetching symbol history for CTS...
[2025-12-16T20:36:35.259776] [DEBUG] [REMOTE    ] CTS: Fetching historical data.
[2025-12-16T20:36:35.260647] [INFO ] [main      ] Progress: 423/435 forecasts completed (97.2%). RCS finished in 0.7s. ETA: 2.0s. Rate: 362.82 forecasts/min
[2025-12-16T20:36:35.270830] [DEBUG] [REMOTE    ] CTS: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:35.271806] [DEBUG] [LOCAL     ] Loaded configuration for CTS: 4 features, N/A% accuracy
[2025-12-16T20:36:35.271868] [INFO ] [LOCAL     ] CTS: Loaded 4 optimal features with 54.93% confidence from JSON config
[2025-12-16T20:36:35.271898] [DEBUG] [MAG       ] Building data for symbol: CTS with lookback: 0
[2025-12-16T20:36:35.272680] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-16T20:36:35.272741] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:36:35.277496] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:35.279248] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:36:35.279755] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:36:35.280153] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:35.302939] [INFO ] [LOCAL     ] ZEPP: Saved forecast.
[2025-12-16T20:36:35.303006] [INFO ] [main      ] ZEPP: Signal=1 (Conf=90.0%), Magnitude=2.53% (Conf=52.4798%)
[2025-12-16T20:36:35.303157] [INFO ] [main      ] Fetching symbol history for STTK...
[2025-12-16T20:36:35.303199] [DEBUG] [REMOTE    ] STTK: Fetching historical data.
[2025-12-16T20:36:35.304656] [INFO ] [main      ] Progress: 424/435 forecasts completed (97.5%). ZEPP finished in 0.6s. ETA: 1.8s. Rate: 363.44 forecasts/min
[2025-12-16T20:36:35.314100] [DEBUG] [REMOTE    ] STTK: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:35.314926] [DEBUG] [LOCAL     ] Loaded configuration for STTK: 7 features, N/A% accuracy
[2025-12-16T20:36:35.314977] [INFO ] [LOCAL     ] STTK: Loaded 7 optimal features with 58.63% confidence from JSON config
[2025-12-16T20:36:35.315008] [DEBUG] [MAG       ] Building data for symbol: STTK with lookback: 0
[2025-12-16T20:36:35.315775] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-16T20:36:35.315835] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:36:35.320799] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:35.322547] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:36:35.323061] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:36:35.323489] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-16T20:36:35.325898] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-16T20:36:35.326528] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-16T20:36:35.327895] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:35.510635] [DEBUG] [MAG       ] WH: Last date is validated at 2025-12-16
[2025-12-16T20:36:35.580304] [DEBUG] [MAG       ] CZWI: Last date is validated at 2025-12-16
[2025-12-16T20:36:35.612651] [DEBUG] [MAG       ] CTS: Last date is validated at 2025-12-16
[2025-12-16T20:36:35.660820] [DEBUG] [MAG       ] STTK: Last date is validated at 2025-12-16
[2025-12-16T20:36:35.678286] [DEBUG] [MAG       ] WH: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:35.745937] [DEBUG] [MAG       ] CZWI: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:35.777469] [INFO ] [LOCAL     ] WH: Saved forecast.
[2025-12-16T20:36:35.777537] [INFO ] [main      ] WH: Signal=1 (Conf=90.0%), Magnitude=0.63% (Conf=66.5492%)
[2025-12-16T20:36:35.777899] [INFO ] [main      ] Fetching symbol history for EVH...
[2025-12-16T20:36:35.777952] [DEBUG] [REMOTE    ] EVH: Fetching historical data.
[2025-12-16T20:36:35.777954] [INFO ] [main      ] Progress: 425/435 forecasts completed (97.7%). WH finished in 0.6s. ETA: 1.7s. Rate: 361.86 forecasts/min
[2025-12-16T20:36:35.777713] [DEBUG] [MAG       ] CTS: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:35.789142] [DEBUG] [REMOTE    ] EVH: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:35.790084] [DEBUG] [LOCAL     ] Loaded configuration for EVH: 4 features, N/A% accuracy
[2025-12-16T20:36:35.790136] [INFO ] [LOCAL     ] EVH: Loaded 4 optimal features with 59.84% confidence from JSON config
[2025-12-16T20:36:35.790168] [DEBUG] [MAG       ] Building data for symbol: EVH with lookback: 0
[2025-12-16T20:36:35.790998] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-16T20:36:35.791058] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-16T20:36:35.791732] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-16T20:36:35.792805] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:35.794564] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-16T20:36:35.800723] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:35.807630] [INFO ] [LOCAL     ] CZWI: Saved forecast.
[2025-12-16T20:36:35.807692] [INFO ] [main      ] CZWI: Signal=1 (Conf=90.0%), Magnitude=0.68% (Conf=52.4915%)
[2025-12-16T20:36:35.808013] [INFO ] [main      ] Progress: 426/435 forecasts completed (97.9%). CZWI finished in 0.6s. ETA: 1.5s. Rate: 362.55 forecasts/min
[2025-12-16T20:36:35.808124] [INFO ] [main      ] Fetching symbol history for VLY...
[2025-12-16T20:36:35.808164] [DEBUG] [REMOTE    ] VLY: Fetching historical data.
[2025-12-16T20:36:35.818733] [DEBUG] [REMOTE    ] VLY: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:35.819755] [DEBUG] [LOCAL     ] Loaded configuration for VLY: 12 features, N/A% accuracy
[2025-12-16T20:36:35.819807] [INFO ] [LOCAL     ] VLY: Loaded 12 optimal features with 55.92% confidence from JSON config
[2025-12-16T20:36:35.819838] [DEBUG] [MAG       ] Building data for symbol: VLY with lookback: 0
[2025-12-16T20:36:35.820604] [DEBUG] [FEATURES  ] DataBuilder: Executing 12 feature methods.
[2025-12-16T20:36:35.820670] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:35.822350] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:36:35.822907] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:36:35.823338] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-16T20:36:35.824250] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-16T20:36:35.825868] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-16T20:36:35.827047] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-16T20:36:35.828083] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-16T20:36:35.828048] [DEBUG] [MAG       ] STTK: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:35.829591] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-16T20:36:35.830610] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-16T20:36:35.832209] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-16T20:36:35.833222] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-16T20:36:35.833888] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:35.867858] [INFO ] [LOCAL     ] CTS: Saved forecast.
[2025-12-16T20:36:35.867923] [INFO ] [main      ] CTS: Signal=1 (Conf=90.0%), Magnitude=-2.18% (Conf=54.9336%)
[2025-12-16T20:36:35.868280] [INFO ] [main      ] Fetching symbol history for PLRX...
[2025-12-16T20:36:35.868330] [DEBUG] [REMOTE    ] PLRX: Fetching historical data.
[2025-12-16T20:36:35.868648] [INFO ] [main      ] Progress: 427/435 forecasts completed (98.2%). CTS finished in 0.6s. ETA: 1.3s. Rate: 363.09 forecasts/min
[2025-12-16T20:36:35.879819] [DEBUG] [REMOTE    ] PLRX: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:35.880859] [DEBUG] [LOCAL     ] Loaded configuration for PLRX: 1 features, N/A% accuracy
[2025-12-16T20:36:35.880913] [INFO ] [LOCAL     ] PLRX: Loaded 1 optimal features with 37.30% confidence from JSON config
[2025-12-16T20:36:35.880944] [DEBUG] [MAG       ] Building data for symbol: PLRX with lookback: 0
[2025-12-16T20:36:35.881724] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-16T20:36:35.881786] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-16T20:36:35.882817] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:35.891030] [INFO ] [LOCAL     ] STTK: Saved forecast.
[2025-12-16T20:36:35.891098] [INFO ] [main      ] STTK: Signal=1 (Conf=90.0%), Magnitude=1.83% (Conf=58.6258%)
[2025-12-16T20:36:35.891247] [INFO ] [main      ] Fetching symbol history for MAA...
[2025-12-16T20:36:35.891291] [DEBUG] [REMOTE    ] MAA: Fetching historical data.
[2025-12-16T20:36:35.891872] [INFO ] [main      ] Progress: 428/435 forecasts completed (98.4%). STTK finished in 0.6s. ETA: 1.2s. Rate: 363.82 forecasts/min
[2025-12-16T20:36:35.902243] [DEBUG] [REMOTE    ] MAA: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:35.903065] [DEBUG] [LOCAL     ] Loaded configuration for MAA: 9 features, N/A% accuracy
[2025-12-16T20:36:35.903116] [INFO ] [LOCAL     ] MAA: Loaded 9 optimal features with 50.39% confidence from JSON config
[2025-12-16T20:36:35.903148] [DEBUG] [MAG       ] Building data for symbol: MAA with lookback: 0
[2025-12-16T20:36:35.903959] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-16T20:36:35.904023] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-16T20:36:35.908897] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:35.910773] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:36:35.911259] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-16T20:36:35.911718] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:36:35.912136] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-16T20:36:35.912906] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-16T20:36:35.913787] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-16T20:36:35.915005] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-16T20:36:35.916330] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:36.143487] [DEBUG] [MAG       ] EVH: Last date is validated at 2025-12-16
[2025-12-16T20:36:36.166087] [DEBUG] [MAG       ] VLY: Last date is validated at 2025-12-16
[2025-12-16T20:36:36.220345] [DEBUG] [MAG       ] PLRX: Last date is validated at 2025-12-16
[2025-12-16T20:36:36.248667] [DEBUG] [MAG       ] MAA: Last date is validated at 2025-12-16
[2025-12-16T20:36:36.313725] [DEBUG] [MAG       ] EVH: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:36.332985] [DEBUG] [MAG       ] VLY: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:36.387089] [DEBUG] [MAG       ] PLRX: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:36.403827] [INFO ] [LOCAL     ] VLY: Saved forecast.
[2025-12-16T20:36:36.403895] [INFO ] [main      ] VLY: Signal=1 (Conf=90.0%), Magnitude=1.42% (Conf=55.9151%)
[2025-12-16T20:36:36.404237] [INFO ] [main      ] Fetching symbol history for OCFC...
[2025-12-16T20:36:36.404288] [DEBUG] [REMOTE    ] OCFC: Fetching historical data.
[2025-12-16T20:36:36.404654] [INFO ] [main      ] Progress: 429/435 forecasts completed (98.6%). VLY finished in 0.6s. ETA: 1.0s. Rate: 362.04 forecasts/min
[2025-12-16T20:36:36.406612] [INFO ] [LOCAL     ] EVH: Saved forecast.
[2025-12-16T20:36:36.406682] [INFO ] [main      ] EVH: Signal=1 (Conf=90.0%), Magnitude=-0.59% (Conf=59.8429%)
[2025-12-16T20:36:36.407114] [INFO ] [main      ] Fetching symbol history for MCO...
[2025-12-16T20:36:36.407169] [DEBUG] [REMOTE    ] MCO: Fetching historical data.
[2025-12-16T20:36:36.407611] [INFO ] [main      ] Progress: 430/435 forecasts completed (98.9%). EVH finished in 0.6s. ETA: 0.8s. Rate: 362.87 forecasts/min
[2025-12-16T20:36:36.415513] [DEBUG] [REMOTE    ] OCFC: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:36.416160] [DEBUG] [MAG       ] MAA: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:36.416655] [DEBUG] [LOCAL     ] Loaded configuration for OCFC: 2 features, N/A% accuracy
[2025-12-16T20:36:36.416706] [INFO ] [LOCAL     ] OCFC: Loaded 2 optimal features with 54.75% confidence from JSON config
[2025-12-16T20:36:36.416736] [DEBUG] [MAG       ] Building data for symbol: OCFC with lookback: 0
[2025-12-16T20:36:36.417479] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-16T20:36:36.417538] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-16T20:36:36.418131] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-16T20:36:36.418320] [DEBUG] [REMOTE    ] MCO: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:36.419240] [DEBUG] [LOCAL     ] Loaded configuration for MCO: 4 features, N/A% accuracy
[2025-12-16T20:36:36.419297] [INFO ] [LOCAL     ] MCO: Loaded 4 optimal features with 45.59% confidence from JSON config
[2025-12-16T20:36:36.419327] [DEBUG] [MAG       ] Building data for symbol: MCO with lookback: 0
[2025-12-16T20:36:36.419532] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:36.420175] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-16T20:36:36.420238] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-16T20:36:36.422267] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-16T20:36:36.422863] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-16T20:36:36.423264] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-16T20:36:36.425323] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:36.523414] [INFO ] [LOCAL     ] MAA: Saved forecast.
[2025-12-16T20:36:36.523478] [INFO ] [main      ] MAA: Signal=1 (Conf=90.0%), Magnitude=0.74% (Conf=50.3857%)
[2025-12-16T20:36:36.523642] [INFO ] [main      ] Fetching symbol history for GBDC...
[2025-12-16T20:36:36.523686] [DEBUG] [REMOTE    ] GBDC: Fetching historical data.
[2025-12-16T20:36:36.524702] [INFO ] [main      ] Progress: 431/435 forecasts completed (99.1%). MAA finished in 0.6s. ETA: 0.7s. Rate: 363.12 forecasts/min
[2025-12-16T20:36:36.534970] [DEBUG] [REMOTE    ] GBDC: Successfully parsed 300 rows of historical data.
[2025-12-16T20:36:36.535768] [DEBUG] [LOCAL     ] Loaded configuration for GBDC: 1 features, N/A% accuracy
[2025-12-16T20:36:36.535821] [INFO ] [LOCAL     ] GBDC: Loaded 1 optimal features with 55.92% confidence from JSON config
[2025-12-16T20:36:36.535852] [DEBUG] [MAG       ] Building data for symbol: GBDC with lookback: 0
[2025-12-16T20:36:36.536627] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-16T20:36:36.536687] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-16T20:36:36.537609] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-16T20:36:36.546314] [INFO ] [LOCAL     ] PLRX: Saved forecast.
[2025-12-16T20:36:36.546382] [INFO ] [main      ] PLRX: Signal=1 (Conf=90.0%), Magnitude=12.53% (Conf=37.298%)
[2025-12-16T20:36:36.546740] [INFO ] [main      ] Progress: 432/435 forecasts completed (99.3%). PLRX finished in 0.7s. ETA: 0.5s. Rate: 363.85 forecasts/min
[2025-12-16T20:36:36.758781] [DEBUG] [MAG       ] OCFC: Last date is validated at 2025-12-16
[2025-12-16T20:36:36.771488] [DEBUG] [MAG       ] MCO: Last date is validated at 2025-12-16
[2025-12-16T20:36:36.870057] [DEBUG] [MAG       ] GBDC: Last date is validated at 2025-12-16
[2025-12-16T20:36:36.924878] [DEBUG] [MAG       ] OCFC: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:36.943003] [DEBUG] [MAG       ] MCO: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:36.992733] [INFO ] [LOCAL     ] OCFC: Saved forecast.
[2025-12-16T20:36:36.992813] [INFO ] [main      ] OCFC: Signal=1 (Conf=90.0%), Magnitude=-0.14% (Conf=54.7481%)
[2025-12-16T20:36:36.993404] [INFO ] [main      ] Progress: 433/435 forecasts completed (99.5%). OCFC finished in 0.6s. ETA: 0.3s. Rate: 362.42 forecasts/min
[2025-12-16T20:36:37.037528] [DEBUG] [MAG       ] GBDC: Forecast date (T1) determined as 2025-12-17
[2025-12-16T20:36:37.093412] [INFO ] [LOCAL     ] GBDC: Saved forecast.
[2025-12-16T20:36:37.093477] [INFO ] [main      ] GBDC: Signal=1 (Conf=90.0%), Magnitude=0.97% (Conf=55.9223%)
[2025-12-16T20:36:37.093920] [INFO ] [main      ] Progress: 434/435 forecasts completed (99.8%). GBDC finished in 0.6s. ETA: 0.2s. Rate: 362.74 forecasts/min
[2025-12-16T20:36:37.116373] [INFO ] [LOCAL     ] MCO: Saved forecast.
[2025-12-16T20:36:37.116439] [INFO ] [main      ] MCO: Signal=1 (Conf=90.0%), Magnitude=-2.55% (Conf=45.5943%)
[2025-12-16T20:36:37.116882] [INFO ] [main      ] Progress: 435/435 forecasts completed (100.0%). MCO finished in 0.7s. ETA: 0.0s. Rate: 363.46 forecasts/min
[2025-12-16T20:36:37.143846] [INFO ] [main      ] Parallel forecast generation completed in 1m 12s. Processed 435 forecasts.
[2025-12-16T20:36:37.143952] [INFO ] [main      ] Generated and saved 435 forecast pairs.
[2025-12-16T20:36:37.815483] [DEBUG] [EMAIL     ] Email sent to 'chris.punches@silogroup.org' with subject: 'MAG Forecast Generation Completed (435/435 @ 100.00%)'
[2025-12-16T20:36:37.817865] [INFO ] [MODE      ] Ignoring multithreaded flag for report generation
[2025-12-16T20:36:37.817950] [INFO ] [main      ] Fetching available MAG forecast dates...
[2025-12-16T20:36:37.818241] [INFO ] [main      ] Found 22 forecast dates
[2025-12-16T20:36:37.818282] [INFO ] [main      ] Processing forecast date: 2025-11-17
[2025-12-16T20:36:37.933723] [INFO ] [main      ] Overwriting existing report for 2025-11-17
[2025-12-16T20:36:37.937996] [INFO ] [main      ] Generated forecast report for 2025-11-17: 472 forecasts
[2025-12-16T20:36:37.938133] [INFO ] [main      ] Processing forecast date: 2025-11-18
[2025-12-16T20:36:38.045683] [INFO ] [main      ] Overwriting existing report for 2025-11-18
[2025-12-16T20:36:38.053907] [INFO ] [main      ] Generated forecast report for 2025-11-18: 421 forecasts
[2025-12-16T20:36:38.054059] [INFO ] [main      ] Processing forecast date: 2025-11-19
[2025-12-16T20:36:38.177394] [INFO ] [main      ] Overwriting existing report for 2025-11-19
[2025-12-16T20:36:38.179515] [INFO ] [main      ] Generated forecast report for 2025-11-19: 480 forecasts
[2025-12-16T20:36:38.179666] [INFO ] [main      ] Processing forecast date: 2025-11-20
[2025-12-16T20:36:38.282194] [INFO ] [main      ] Overwriting existing report for 2025-11-20
[2025-12-16T20:36:38.283932] [INFO ] [main      ] Generated forecast report for 2025-11-20: 423 forecasts
[2025-12-16T20:36:38.284047] [INFO ] [main      ] Processing forecast date: 2025-11-21
[2025-12-16T20:36:38.393506] [INFO ] [main      ] Overwriting existing report for 2025-11-21
[2025-12-16T20:36:38.414705] [INFO ] [main      ] Generated forecast report for 2025-11-21: 368 forecasts
[2025-12-16T20:36:38.414836] [INFO ] [main      ] Processing forecast date: 2025-11-24
[2025-12-16T20:36:38.537653] [INFO ] [main      ] Overwriting existing report for 2025-11-24
[2025-12-16T20:36:38.539783] [INFO ] [main      ] Generated forecast report for 2025-11-24: 527 forecasts
[2025-12-16T20:36:38.539931] [INFO ] [main      ] Processing forecast date: 2025-11-25
[2025-12-16T20:36:38.678272] [INFO ] [main      ] Overwriting existing report for 2025-11-25
[2025-12-16T20:36:38.681017] [INFO ] [main      ] Generated forecast report for 2025-11-25: 524 forecasts
[2025-12-16T20:36:38.681156] [INFO ] [main      ] Processing forecast date: 2025-11-26
[2025-12-16T20:36:38.797466] [INFO ] [main      ] Overwriting existing report for 2025-11-26
[2025-12-16T20:36:38.800710] [INFO ] [main      ] Generated forecast report for 2025-11-26: 452 forecasts
[2025-12-16T20:36:38.800841] [INFO ] [main      ] Processing forecast date: 2025-11-28
[2025-12-16T20:36:39.018611] [INFO ] [main      ] Overwriting existing report for 2025-11-28
[2025-12-16T20:36:39.025055] [INFO ] [main      ] Generated forecast report for 2025-11-28: 1002 forecasts
[2025-12-16T20:36:39.025248] [INFO ] [main      ] Processing forecast date: 2025-12-01
[2025-12-16T20:36:39.211412] [INFO ] [main      ] Overwriting existing report for 2025-12-01
[2025-12-16T20:36:39.215328] [INFO ] [main      ] Generated forecast report for 2025-12-01: 835 forecasts
[2025-12-16T20:36:39.215488] [INFO ] [main      ] Processing forecast date: 2025-12-02
[2025-12-16T20:36:39.400211] [INFO ] [main      ] Overwriting existing report for 2025-12-02
[2025-12-16T20:36:39.402877] [INFO ] [main      ] Generated forecast report for 2025-12-02: 769 forecasts
[2025-12-16T20:36:39.403020] [INFO ] [main      ] Processing forecast date: 2025-12-03
[2025-12-16T20:36:39.606852] [INFO ] [main      ] Overwriting existing report for 2025-12-03
[2025-12-16T20:36:39.610164] [INFO ] [main      ] Generated forecast report for 2025-12-03: 965 forecasts
[2025-12-16T20:36:39.610326] [INFO ] [main      ] Processing forecast date: 2025-12-04
[2025-12-16T20:36:39.827356] [INFO ] [main      ] Overwriting existing report for 2025-12-04
[2025-12-16T20:36:39.830705] [INFO ] [main      ] Generated forecast report for 2025-12-04: 965 forecasts
[2025-12-16T20:36:39.830888] [INFO ] [main      ] Processing forecast date: 2025-12-05
[2025-12-16T20:36:40.033969] [INFO ] [main      ] Overwriting existing report for 2025-12-05
[2025-12-16T20:36:40.037359] [INFO ] [main      ] Generated forecast report for 2025-12-05: 970 forecasts
[2025-12-16T20:36:40.037532] [INFO ] [main      ] Processing forecast date: 2025-12-08
[2025-12-16T20:36:40.237465] [INFO ] [main      ] Overwriting existing report for 2025-12-08
[2025-12-16T20:36:40.240803] [INFO ] [main      ] Generated forecast report for 2025-12-08: 935 forecasts
[2025-12-16T20:36:40.240965] [INFO ] [main      ] Processing forecast date: 2025-12-09
[2025-12-16T20:36:40.439817] [INFO ] [main      ] Overwriting existing report for 2025-12-09
[2025-12-16T20:36:40.443100] [INFO ] [main      ] Generated forecast report for 2025-12-09: 970 forecasts
[2025-12-16T20:36:40.443253] [INFO ] [main      ] Processing forecast date: 2025-12-10
[2025-12-16T20:36:40.532959] [INFO ] [main      ] Overwriting existing report for 2025-12-10
[2025-12-16T20:36:40.534511] [INFO ] [main      ] Generated forecast report for 2025-12-10: 438 forecasts
[2025-12-16T20:36:40.534614] [INFO ] [main      ] Processing forecast date: 2025-12-11
[2025-12-16T20:36:40.626691] [INFO ] [main      ] Overwriting existing report for 2025-12-11
[2025-12-16T20:36:40.628252] [INFO ] [main      ] Generated forecast report for 2025-12-11: 430 forecasts
[2025-12-16T20:36:40.628340] [INFO ] [main      ] Processing forecast date: 2025-12-12
[2025-12-16T20:36:40.716756] [INFO ] [main      ] Overwriting existing report for 2025-12-12
[2025-12-16T20:36:40.718213] [INFO ] [main      ] Generated forecast report for 2025-12-12: 412 forecasts
[2025-12-16T20:36:40.718299] [INFO ] [main      ] Processing forecast date: 2025-12-15
[2025-12-16T20:36:40.809953] [INFO ] [main      ] Overwriting existing report for 2025-12-15
[2025-12-16T20:36:40.811557] [INFO ] [main      ] Generated forecast report for 2025-12-15: 415 forecasts
[2025-12-16T20:36:40.811664] [INFO ] [main      ] Processing forecast date: 2025-12-16
[2025-12-16T20:36:40.901811] [INFO ] [main      ] Overwriting existing report for 2025-12-16
[2025-12-16T20:36:40.903336] [INFO ] [main      ] Generated forecast report for 2025-12-16: 429 forecasts
[2025-12-16T20:36:40.903421] [INFO ] [main      ] Processing forecast date: 2025-12-17
[2025-12-16T20:36:40.912986] [INFO ] [main      ] Generated forecast report for 2025-12-17: 434 forecasts
[2025-12-16T20:36:40.913074] [INFO ] [main      ] Generated 22/22 forecast reports
[2025-12-16T20:36:40.913120] [INFO ] [main      ] Reading forecast report for email: ./output/forecasts/full/2025-12-17.txt
[2025-12-16T20:36:41.497327] [DEBUG] [EMAIL     ] Email sent to 'chris.punches@silogroup.org' with subject: 'MAG Forecast Report - 2025-12-17'
[2025-12-16T20:36:41.497476] [INFO ] [main      ] Forecast report email sent for 2025-12-17
[2025-12-16T20:36:41.497545] [INFO ] [MAG       ] MAG operation completed successfully
[2025-12-16T20:36:41.497795] [WARN ] [STATE     ] State set to: COMPLETED_OK
[2025-12-16T20:36:41.497974] [INFO ] [STATE     ] Last completion updated: 2025-12-16T20:36:41.497853