[2026-01-14T20:30:02.768648] [INFO ] [MAG       ] Starting MAG operation...
[2026-01-14T20:30:02.951906] [DEBUG] [R-STATUS  ] Registered 'tdm' as a dependent service.
[2026-01-14T20:30:03.129235] [DEBUG] [R-STATUS  ] Registered 'sig' as a dependent service.
[2026-01-14T20:30:03.305010] [DEBUG] [R-STATUS  ] Registered 'sap' as a dependent service.
[2026-01-14T20:30:03.493221] [DEBUG] [R-STATUS  ] Registered 'exp' as a dependent service.
[2026-01-14T20:30:03.493589] [WARN ] [STATE     ] State set to: WAITING
[2026-01-14T20:30:03.493681] [INFO ] [STATE     ] Checking service statuses...
[2026-01-14T20:30:03.500563] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-14T20:30:03.505052] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-14), and is a dependency of this service.
[2026-01-14T20:30:03.575075] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-14T20:30:03.650272] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-14T20:30:03.740541] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-14T20:30:03.740700] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-14T20:30:06.745912] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-14T20:30:06.750079] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-14), and is a dependency of this service.
[2026-01-14T20:30:06.754367] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-14T20:30:06.758404] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-14T20:30:06.762423] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-14T20:30:06.762535] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-14T20:30:09.768106] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-14T20:30:09.772648] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-14), and is a dependency of this service.
[2026-01-14T20:30:09.776550] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-14T20:30:09.780145] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-14T20:30:09.784017] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-14T20:30:09.784094] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-14T20:30:12.796987] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-14T20:30:12.805370] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-14), and is a dependency of this service.
[2026-01-14T20:30:12.813186] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-14T20:30:12.827258] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-14T20:30:12.834203] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-14T20:30:12.834374] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-14T20:30:15.840524] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-14T20:30:15.844551] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-14), and is a dependency of this service.
[2026-01-14T20:30:15.848865] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-14T20:30:15.853192] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-14T20:30:15.857811] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-14T20:30:15.857932] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-14T20:30:18.863028] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-14T20:30:18.866503] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-14), and is a dependency of this service.
[2026-01-14T20:30:18.870310] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-14T20:30:18.874090] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-14T20:30:18.877534] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-14T20:30:18.877622] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-14T20:30:21.883295] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-14T20:30:21.888018] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-14), and is a dependency of this service.
[2026-01-14T20:30:21.892546] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-14T20:30:21.897874] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-14T20:30:21.902735] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-14T20:30:21.902811] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-14T20:30:24.908901] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-14T20:30:24.913922] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-14), and is a dependency of this service.
[2026-01-14T20:30:24.918694] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-14T20:30:24.923665] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-14T20:30:24.930845] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-14T20:30:24.931014] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-14T20:30:27.937836] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-14T20:30:27.943382] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-14), and is a dependency of this service.
[2026-01-14T20:30:27.948113] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-14T20:30:27.953207] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-14T20:30:27.958427] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-14T20:30:27.958605] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-14T20:30:30.963564] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-14T20:30:30.968096] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-14), and is a dependency of this service.
[2026-01-14T20:30:30.971990] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-14T20:30:30.975508] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-14T20:30:30.979005] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-14T20:30:30.979093] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-14T20:30:33.983627] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-14T20:30:33.987814] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-14), and is a dependency of this service.
[2026-01-14T20:30:34.000219] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-14T20:30:34.004844] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-14T20:30:34.010498] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-14T20:30:34.010820] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-14T20:30:37.015776] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-14T20:30:37.019661] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-14), and is a dependency of this service.
[2026-01-14T20:30:37.023256] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-14T20:30:37.026739] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-14T20:30:37.030232] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-14T20:30:37.030314] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-14T20:30:40.035343] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-14T20:30:40.039346] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-14), and is a dependency of this service.
[2026-01-14T20:30:40.043112] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-14T20:30:40.047164] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-14T20:30:40.051722] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-14T20:30:40.051797] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-14T20:30:43.056496] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-14T20:30:43.060355] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-14), and is a dependency of this service.
[2026-01-14T20:30:43.064138] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-14T20:30:43.067850] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-14T20:30:43.074489] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-14T20:30:43.074598] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-14T20:30:46.079561] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-14T20:30:46.083162] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-14), and is a dependency of this service.
[2026-01-14T20:30:46.086686] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-14T20:30:46.090296] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-14T20:30:46.094194] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-14T20:30:46.094328] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-14T20:30:49.100072] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-14T20:30:49.103754] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-14), and is a dependency of this service.
[2026-01-14T20:30:49.107177] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-14T20:30:49.110974] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-14T20:30:49.114630] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-14T20:30:49.114734] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-14T20:30:52.120440] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-14T20:30:52.126047] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-14), and is a dependency of this service.
[2026-01-14T20:30:52.131152] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-14T20:30:52.135666] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-14T20:30:52.140292] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-14T20:30:52.140392] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-14T20:30:55.146777] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-14T20:30:55.150642] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-14), and is a dependency of this service.
[2026-01-14T20:30:55.154168] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-14T20:30:55.157609] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-14T20:30:55.160910] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-14T20:30:55.160981] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-14T20:30:58.167784] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-14T20:30:58.173293] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-14), and is a dependency of this service.
[2026-01-14T20:30:58.178967] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-14T20:30:58.184682] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-14T20:30:58.190352] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-14T20:30:58.190501] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-14T20:31:01.196926] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-14T20:31:01.202235] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-14), and is a dependency of this service.
[2026-01-14T20:31:01.207822] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-14T20:31:01.213203] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-14T20:31:01.218627] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-14T20:31:01.218740] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-14T20:31:04.225416] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-14T20:31:04.231660] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-14), and is a dependency of this service.
[2026-01-14T20:31:04.237455] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-14T20:31:04.243724] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-14T20:31:04.249406] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-14T20:31:04.249517] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-14T20:31:07.254826] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-14T20:31:07.259078] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-14), and is a dependency of this service.
[2026-01-14T20:31:07.263292] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-14T20:31:07.267355] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-14T20:31:07.271155] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-14T20:31:07.271244] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-14T20:31:10.277047] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-14T20:31:10.281216] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-14), and is a dependency of this service.
[2026-01-14T20:31:10.286373] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-14T20:31:10.292099] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-14T20:31:10.297544] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-14T20:31:10.297726] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-14T20:31:13.303205] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-14T20:31:13.307539] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-14), and is a dependency of this service.
[2026-01-14T20:31:13.311304] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-14T20:31:13.315083] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-14T20:31:13.318700] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-14T20:31:13.318799] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-14T20:31:16.323865] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-14T20:31:16.327823] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-14), and is a dependency of this service.
[2026-01-14T20:31:16.332367] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-14T20:31:16.338370] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-14T20:31:16.344048] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-14T20:31:16.344203] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-14T20:31:19.349160] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-14T20:31:19.353348] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-14), and is a dependency of this service.
[2026-01-14T20:31:19.357020] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-14T20:31:19.360519] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-14T20:31:19.364188] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-14T20:31:19.364276] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-14T20:31:22.369812] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-14T20:31:22.373485] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-14), and is a dependency of this service.
[2026-01-14T20:31:22.376861] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-14T20:31:22.380230] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-14T20:31:22.383600] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-14T20:31:22.383676] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-14T20:31:25.388978] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-14T20:31:25.392608] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-14), and is a dependency of this service.
[2026-01-14T20:31:25.396004] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-14T20:31:25.399387] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-14T20:31:25.402760] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-14T20:31:25.402836] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-14T20:31:28.408313] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-14T20:31:28.412360] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-14), and is a dependency of this service.
[2026-01-14T20:31:28.416317] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-14T20:31:28.420190] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-14T20:31:28.423948] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-14T20:31:28.424035] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-14T20:31:31.429869] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-14T20:31:31.433470] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-14), and is a dependency of this service.
[2026-01-14T20:31:31.437716] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-14T20:31:31.441297] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-14T20:31:31.445338] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-14T20:31:31.445437] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-14T20:31:34.451128] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-14T20:31:34.455031] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-14), and is a dependency of this service.
[2026-01-14T20:31:34.469937] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-14T20:31:34.480626] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-14T20:31:34.490856] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-14T20:31:34.490934] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-14T20:31:37.496322] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-14T20:31:37.500900] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-14), and is a dependency of this service.
[2026-01-14T20:31:37.505388] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-14T20:31:37.509021] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-14T20:31:37.512404] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-14T20:31:37.512476] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-14T20:31:40.518359] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-14T20:31:40.523246] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-14), and is a dependency of this service.
[2026-01-14T20:31:40.527757] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-14T20:31:40.532099] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-14T20:31:40.536530] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-14T20:31:40.536654] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-14T20:31:43.541387] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-14T20:31:43.545158] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-14), and is a dependency of this service.
[2026-01-14T20:31:43.549049] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-14T20:31:43.552545] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-14T20:31:43.555862] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-14T20:31:43.555938] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-14T20:31:46.562706] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-14T20:31:46.567990] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-14), and is a dependency of this service.
[2026-01-14T20:31:46.571987] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-14T20:31:46.575430] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-14T20:31:46.578879] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-14T20:31:46.578961] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-14T20:31:49.583607] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-14T20:31:49.587017] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-14), and is a dependency of this service.
[2026-01-14T20:31:49.590310] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-14T20:31:49.593910] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-14T20:31:49.597337] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-14T20:31:49.597425] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-14T20:31:52.602088] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-14T20:31:52.605410] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-14), and is a dependency of this service.
[2026-01-14T20:31:52.609950] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-14T20:31:52.613712] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-14T20:31:52.616963] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-14T20:31:52.617031] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-14T20:31:55.621869] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-14T20:31:55.625599] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-14), and is a dependency of this service.
[2026-01-14T20:31:55.629209] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-14T20:31:55.632673] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-14T20:31:55.636420] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-14T20:31:55.636534] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-14T20:31:58.642464] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-14T20:31:58.646903] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-14), and is a dependency of this service.
[2026-01-14T20:31:58.650669] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-14T20:31:58.655127] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-14T20:31:58.660182] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-14T20:31:58.660288] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-14T20:32:01.667083] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-14T20:32:01.672743] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-14), and is a dependency of this service.
[2026-01-14T20:32:01.678479] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-14T20:32:01.683779] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-14T20:32:01.689305] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-14T20:32:01.689668] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-14T20:32:04.695306] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-14T20:32:04.699390] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-14), and is a dependency of this service.
[2026-01-14T20:32:04.710174] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-14T20:32:04.714786] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-14T20:32:04.719800] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-14T20:32:04.719917] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-14T20:32:07.726089] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-14T20:32:07.729858] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-14), and is a dependency of this service.
[2026-01-14T20:32:07.733619] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-14T20:32:07.737135] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-14T20:32:07.740637] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-14T20:32:07.740722] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-14T20:32:10.747868] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-14T20:32:10.752277] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-14), and is a dependency of this service.
[2026-01-14T20:32:10.756622] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-14T20:32:10.761028] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-14T20:32:10.765873] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-14T20:32:10.766048] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-14T20:32:13.775157] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-14T20:32:13.780724] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-14), and is a dependency of this service.
[2026-01-14T20:32:13.785365] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-14T20:32:13.788962] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-14T20:32:13.792595] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-14T20:32:13.792685] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-14T20:32:16.798460] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-14T20:32:16.804125] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-14), and is a dependency of this service.
[2026-01-14T20:32:16.809892] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-14T20:32:16.814324] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-14T20:32:16.818272] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-14T20:32:16.818359] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-14T20:32:19.824408] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-14T20:32:19.829108] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-14), and is a dependency of this service.
[2026-01-14T20:32:19.832950] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-14T20:32:19.836619] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-14T20:32:19.840106] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-14T20:32:19.840184] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-14T20:32:22.844836] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-14T20:32:22.848779] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-14), and is a dependency of this service.
[2026-01-14T20:32:22.852527] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-14T20:32:22.856286] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-14T20:32:22.859955] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-14T20:32:22.860055] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-14T20:32:25.865471] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-14T20:32:25.869516] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-14), and is a dependency of this service.
[2026-01-14T20:32:25.873458] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-14T20:32:25.876979] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-14T20:32:25.880742] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-14T20:32:25.880812] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-14T20:32:28.885817] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-14T20:32:28.889318] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-14), and is a dependency of this service.
[2026-01-14T20:32:28.892891] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-14T20:32:28.896211] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-14T20:32:28.899635] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-14T20:32:28.899713] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-14T20:32:31.904990] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-14T20:32:31.908434] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-14), and is a dependency of this service.
[2026-01-14T20:32:31.911691] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-14T20:32:31.915675] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-14T20:32:31.919717] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-14T20:32:31.919825] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-14T20:32:34.924234] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-14T20:32:34.928652] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-14), and is a dependency of this service.
[2026-01-14T20:32:34.936686] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-14T20:32:34.941309] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-14T20:32:34.946530] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-14T20:32:34.946650] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-14T20:32:37.951589] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-14T20:32:37.955459] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-14), and is a dependency of this service.
[2026-01-14T20:32:37.959094] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-14T20:32:37.962462] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-14T20:32:37.965885] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-14T20:32:37.965963] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-14T20:32:40.971016] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-14T20:32:40.974926] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-14), and is a dependency of this service.
[2026-01-14T20:32:40.978372] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-14T20:32:40.981608] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-14T20:32:40.984841] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-14T20:32:40.984915] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-14T20:32:43.989861] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-14T20:32:43.993900] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-14), and is a dependency of this service.
[2026-01-14T20:32:43.997299] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-14T20:32:44.000675] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-14T20:32:44.004181] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-14T20:32:44.004265] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-14T20:32:47.011124] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-14T20:32:47.015597] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-14), and is a dependency of this service.
[2026-01-14T20:32:47.019387] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-14T20:32:47.023117] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-14T20:32:47.027306] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-14T20:32:47.027410] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-14T20:32:50.032382] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-14T20:32:50.036827] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-14), and is a dependency of this service.
[2026-01-14T20:32:50.040783] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-14T20:32:50.044555] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-14T20:32:50.048226] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-14T20:32:50.048320] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-14T20:32:53.054951] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-14T20:32:53.060621] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-14), and is a dependency of this service.
[2026-01-14T20:32:53.065975] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-14T20:32:53.071129] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-14T20:32:53.075336] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-14T20:32:53.075445] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-14T20:32:56.081266] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-14T20:32:56.086059] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-14), and is a dependency of this service.
[2026-01-14T20:32:56.090479] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-14T20:32:56.097248] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-14T20:32:56.102569] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-14T20:32:56.102729] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-14T20:32:59.109244] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-14T20:32:59.113808] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-14), and is a dependency of this service.
[2026-01-14T20:32:59.117774] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-14T20:32:59.121192] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-14T20:32:59.125828] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-14T20:32:59.125982] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-14T20:33:02.132299] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-14T20:33:02.137906] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-14), and is a dependency of this service.
[2026-01-14T20:33:02.142940] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-14T20:33:02.147093] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-14T20:33:02.151131] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-14T20:33:02.151231] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-14T20:33:05.156992] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-14T20:33:05.161405] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-14), and is a dependency of this service.
[2026-01-14T20:33:05.228677] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-14T20:33:05.298795] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-14T20:33:05.303655] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-14T20:33:05.303746] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-14T20:33:08.310471] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-14T20:33:08.316424] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-14), and is a dependency of this service.
[2026-01-14T20:33:08.322147] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-14T20:33:08.327796] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-14T20:33:08.333097] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-14T20:33:08.333225] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-14T20:33:11.338779] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-14T20:33:11.343756] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-14), and is a dependency of this service.
[2026-01-14T20:33:11.348061] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-14T20:33:11.352046] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-14T20:33:11.355816] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-14T20:33:11.355905] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-14T20:33:14.361380] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-14T20:33:14.366033] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-14), and is a dependency of this service.
[2026-01-14T20:33:14.370558] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-14T20:33:14.374710] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-14T20:33:14.378839] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-14T20:33:14.378969] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-14T20:33:17.384262] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-14T20:33:17.388167] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-14), and is a dependency of this service.
[2026-01-14T20:33:17.391690] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-14T20:33:17.395229] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-14T20:33:17.399286] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-14T20:33:17.399368] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-14T20:33:20.404819] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-14T20:33:20.408765] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-14), and is a dependency of this service.
[2026-01-14T20:33:20.412204] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-14T20:33:20.415530] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-14T20:33:20.418907] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-14T20:33:20.418983] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-14T20:33:23.423777] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-14T20:33:23.427742] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-14), and is a dependency of this service.
[2026-01-14T20:33:23.431380] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-14T20:33:23.435075] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-14T20:33:23.438553] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-14T20:33:23.438644] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-14T20:33:26.443709] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-14T20:33:26.447787] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-14), and is a dependency of this service.
[2026-01-14T20:33:26.451557] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-14T20:33:26.455158] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-14T20:33:26.458682] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-14T20:33:26.458760] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-14T20:33:29.464324] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-14T20:33:29.468377] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-14), and is a dependency of this service.
[2026-01-14T20:33:29.471781] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-14T20:33:29.475037] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-14T20:33:29.478291] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-14T20:33:29.478362] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-14T20:33:32.483692] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-14T20:33:32.487666] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-14), and is a dependency of this service.
[2026-01-14T20:33:32.491303] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-14T20:33:32.494847] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-14T20:33:32.498333] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-14T20:33:32.498405] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-14T20:33:35.503552] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-14T20:33:35.507176] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-14), and is a dependency of this service.
[2026-01-14T20:33:35.511165] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-14T20:33:35.519721] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-14T20:33:35.525423] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-14T20:33:35.525524] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-14T20:33:38.530780] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-14T20:33:38.534545] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-14), and is a dependency of this service.
[2026-01-14T20:33:38.538115] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-14T20:33:38.541961] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-14T20:33:38.545549] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-14T20:33:38.545660] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-14T20:33:41.551335] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-14T20:33:41.555471] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-14), and is a dependency of this service.
[2026-01-14T20:33:41.559403] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-14T20:33:41.563467] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-14T20:33:41.567000] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-14T20:33:41.567069] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-14T20:33:44.572276] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-14T20:33:44.576234] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-14), and is a dependency of this service.
[2026-01-14T20:33:44.579734] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-14T20:33:44.583237] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-14T20:33:44.586694] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-14T20:33:44.586779] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-14T20:33:47.591090] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-14T20:33:47.595215] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-14), and is a dependency of this service.
[2026-01-14T20:33:47.599554] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-14T20:33:47.603647] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-14T20:33:47.607502] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-14T20:33:47.607593] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-14T20:33:50.612428] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-14T20:33:50.616704] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-14), and is a dependency of this service.
[2026-01-14T20:33:50.620638] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-14T20:33:50.624983] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-14T20:33:50.629691] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-14T20:33:50.629849] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-14T20:33:53.634490] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-14T20:33:53.637922] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-14), and is a dependency of this service.
[2026-01-14T20:33:53.641211] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-14T20:33:53.644474] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-14T20:33:53.647705] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-14T20:33:53.647795] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-14T20:33:56.652848] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-14T20:33:56.656480] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-14), and is a dependency of this service.
[2026-01-14T20:33:56.660041] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-14T20:33:56.663236] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-14T20:33:56.666465] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-14T20:33:56.666536] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-14T20:33:59.671332] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-14T20:33:59.675042] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-14), and is a dependency of this service.
[2026-01-14T20:33:59.678474] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-14T20:33:59.681967] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-14T20:33:59.685933] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-14T20:33:59.686047] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-14T20:34:02.692349] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-14T20:34:02.696342] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-14), and is a dependency of this service.
[2026-01-14T20:34:02.700538] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-14T20:34:02.704348] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-14T20:34:02.708298] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-14T20:34:02.708374] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-14T20:34:05.713625] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-14T20:34:05.717598] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-14), and is a dependency of this service.
[2026-01-14T20:34:05.722465] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-14T20:34:05.727001] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-14T20:34:05.734036] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-14T20:34:05.734132] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-14T20:34:08.739485] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-14T20:34:08.743674] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-14), and is a dependency of this service.
[2026-01-14T20:34:08.747621] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-14T20:34:08.751610] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-14T20:34:08.755887] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-14T20:34:08.755975] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-14T20:34:11.761358] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-14T20:34:11.765896] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-14), and is a dependency of this service.
[2026-01-14T20:34:11.769507] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-14T20:34:11.773947] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-14T20:34:11.778363] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-14T20:34:11.778465] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-14T20:34:14.783062] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-14T20:34:14.787145] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-14), and is a dependency of this service.
[2026-01-14T20:34:14.790878] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-14T20:34:14.795863] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-14T20:34:14.802480] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-14T20:34:14.802630] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-14T20:34:17.808308] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-14T20:34:17.812213] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-14), and is a dependency of this service.
[2026-01-14T20:34:17.815721] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-14T20:34:17.818974] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-14T20:34:17.822277] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-14T20:34:17.822345] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-14T20:34:20.828303] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-14T20:34:20.832454] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-14), and is a dependency of this service.
[2026-01-14T20:34:20.836165] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-14T20:34:20.839823] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-14T20:34:20.843246] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-14T20:34:20.843315] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-14T20:34:23.848401] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-14T20:34:23.852191] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-14), and is a dependency of this service.
[2026-01-14T20:34:23.855652] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-14T20:34:23.859067] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-14T20:34:23.862362] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-14T20:34:23.862458] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-14T20:34:26.869159] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-14T20:34:26.874151] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-14), and is a dependency of this service.
[2026-01-14T20:34:26.879885] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-14T20:34:26.884339] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-14T20:34:26.889307] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-14T20:34:26.889405] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-14T20:34:29.897330] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-14T20:34:29.901858] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-14), and is a dependency of this service.
[2026-01-14T20:34:29.905848] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-14T20:34:29.909890] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-14T20:34:29.914592] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-14T20:34:29.914672] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-14T20:34:32.921860] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-14T20:34:32.926489] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-14), and is a dependency of this service.
[2026-01-14T20:34:32.930883] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-14T20:34:32.935771] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-14T20:34:32.939566] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-14T20:34:32.939646] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-14T20:34:35.962236] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-14T20:34:35.971903] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-14), and is a dependency of this service.
[2026-01-14T20:34:36.000446] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-14T20:34:36.011539] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-14T20:34:36.093600] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-14T20:34:36.093995] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-14T20:34:39.099913] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-14T20:34:39.104028] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-14), and is a dependency of this service.
[2026-01-14T20:34:39.108055] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-14T20:34:39.111837] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-14T20:34:39.115332] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-14T20:34:39.115413] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-14T20:34:42.121332] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-14T20:34:42.125433] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-14), and is a dependency of this service.
[2026-01-14T20:34:42.129124] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-14T20:34:42.132431] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-14T20:34:42.136104] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-14T20:34:42.136204] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-14T20:34:45.141993] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-14T20:34:45.145803] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-14), and is a dependency of this service.
[2026-01-14T20:34:45.149628] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-14T20:34:45.153181] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-14T20:34:45.156720] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-14T20:34:45.156811] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-14T20:34:48.161964] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-14T20:34:48.166517] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-14), and is a dependency of this service.
[2026-01-14T20:34:48.170106] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-14T20:34:48.173485] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-14T20:34:48.176818] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-14T20:34:48.176884] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-14T20:34:51.182302] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-14T20:34:51.186311] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-14), and is a dependency of this service.
[2026-01-14T20:34:51.190183] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-14T20:34:51.193925] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-14T20:34:51.197870] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-14T20:34:51.197966] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-14T20:34:54.203193] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-14T20:34:54.206906] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-14), and is a dependency of this service.
[2026-01-14T20:34:54.210945] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-14T20:34:54.214813] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-14T20:34:54.218250] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-14T20:34:54.218325] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-14T20:34:57.223251] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-14T20:34:57.227530] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-14), and is a dependency of this service.
[2026-01-14T20:34:57.231606] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-14T20:34:57.234978] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-14T20:34:57.238346] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-14T20:34:57.238416] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-14T20:35:00.244914] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-14T20:35:00.249104] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-14), and is a dependency of this service.
[2026-01-14T20:35:00.253077] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-14T20:35:00.256766] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-14T20:35:00.260277] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-14T20:35:00.260438] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-14T20:35:03.266557] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-14T20:35:03.271486] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-14), and is a dependency of this service.
[2026-01-14T20:35:03.275730] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-14T20:35:03.279738] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-14T20:35:03.284122] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-14T20:35:03.284196] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-14T20:35:06.289889] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-14T20:35:06.293610] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-14), and is a dependency of this service.
[2026-01-14T20:35:06.303912] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-14T20:35:06.309774] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-14T20:35:06.320356] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-14T20:35:06.320468] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-14T20:35:09.325337] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-14T20:35:09.329506] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-14), and is a dependency of this service.
[2026-01-14T20:35:09.333764] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-14T20:35:09.337856] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-14T20:35:09.341602] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-14T20:35:09.341670] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-14T20:35:12.347322] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-14T20:35:12.353062] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-14), and is a dependency of this service.
[2026-01-14T20:35:12.358754] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-14T20:35:12.363634] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-14T20:35:12.368301] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-14T20:35:12.368426] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-14T20:35:15.373677] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-14T20:35:15.377787] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-14), and is a dependency of this service.
[2026-01-14T20:35:15.382738] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-14T20:35:15.387569] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-14T20:35:15.392615] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-14T20:35:15.392728] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-14T20:35:18.402972] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-14T20:35:18.408820] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-14), and is a dependency of this service.
[2026-01-14T20:35:18.413638] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-14T20:35:18.417775] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-14T20:35:18.421271] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-14T20:35:18.421348] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-14T20:35:21.426201] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-14T20:35:21.430396] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-14), and is a dependency of this service.
[2026-01-14T20:35:21.434217] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-14T20:35:21.437757] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-14T20:35:21.441329] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-14T20:35:21.441437] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-14T20:35:24.447860] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-14T20:35:24.452531] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-14), and is a dependency of this service.
[2026-01-14T20:35:24.457059] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-14T20:35:24.460922] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-14T20:35:24.464957] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-14T20:35:24.465067] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-14T20:35:27.470693] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-14T20:35:27.475166] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-14), and is a dependency of this service.
[2026-01-14T20:35:27.479763] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-14T20:35:27.484256] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-14T20:35:27.489334] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-14T20:35:27.489673] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-14T20:35:30.494426] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-14T20:35:30.497876] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-14), and is a dependency of this service.
[2026-01-14T20:35:30.501099] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-14T20:35:30.504282] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-14T20:35:30.507420] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-14T20:35:30.507490] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-14T20:35:33.513095] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-14T20:35:33.516811] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-14), and is a dependency of this service.
[2026-01-14T20:35:33.520955] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-14T20:35:33.524466] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-14T20:35:33.527827] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-14T20:35:33.527895] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-14T20:35:36.534218] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-14T20:35:36.538329] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-14), and is a dependency of this service.
[2026-01-14T20:35:36.543416] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-14T20:35:36.548056] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-14T20:35:36.553736] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-14T20:35:36.553885] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-14T20:35:39.561991] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-14T20:35:39.567916] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-14), and is a dependency of this service.
[2026-01-14T20:35:39.574529] [WARN ] [sig-status] Service 'sig' is not running.
[2026-01-14T20:35:39.580290] [WARN ] [sig-status] Service 'sig' is not running, has completed successfully since the last trading day (2026-01-14), and is a dependency of this service.
[2026-01-14T20:35:39.586423] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-14T20:35:39.590603] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-14T20:35:39.591071] [WARN ] [STATE     ] State set to: RUNNING
[2026-01-14T20:35:39.591183] [INFO ] [MODE      ] Using multithreaded
[2026-01-14T20:35:39.591267] [DEBUG] [REMOTE    ] Fetching available forecast dates from 'https://sig.silogroup.org/forecasts/full'.
[2026-01-14T20:35:39.598089] [DEBUG] [REMOTE    ] Found 65 available forecast dates.
[2026-01-14T20:35:39.598338] [DEBUG] [REMOTE    ] Fetching signal forecasts from 'https://sig.silogroup.org/forecasts/full/2026-01-15.txt'.
[2026-01-14T20:35:39.606450] [DEBUG] [REMOTE    ] Fetched 3494 signal forecasts for 2026-01-15.
[2026-01-14T20:35:39.637077] [INFO ] [main      ] Starting parallel forecast configuration with 4 worker processes for 0 symbols
[2026-01-14T20:35:39.638686] [INFO ] [main      ] Parallel configuration completed in 0.0s. Processed 0 symbols.
[2026-01-14T20:35:39.638758] [INFO ] [main      ] Configuration success rate: 0.0% (0/0 symbols)
[2026-01-14T20:35:40.421568] [DEBUG] [EMAIL     ] Email sent to 'chris.punches@silogroup.org' with subject: 'COMPLETE_OK: MAG Forecast Configuration Completed (0/0 @ 0.00%)'
[2026-01-14T20:35:40.434253] [INFO ] [MODE      ] Using multithreaded
[2026-01-14T20:35:40.434411] [INFO ] [main      ] Fetching signal forecasts...
[2026-01-14T20:35:40.434470] [DEBUG] [REMOTE    ] Fetching available forecast dates from 'https://sig.silogroup.org/forecasts/full'.
[2026-01-14T20:35:40.442113] [DEBUG] [REMOTE    ] Found 65 available forecast dates.
[2026-01-14T20:35:40.442378] [INFO ] [main      ] Found available forecast date (2026-01-15).
[2026-01-14T20:35:40.442474] [DEBUG] [REMOTE    ] Fetching signal forecasts from 'https://sig.silogroup.org/forecasts/full/2026-01-15.txt'.
[2026-01-14T20:35:40.449593] [DEBUG] [REMOTE    ] Fetched 3494 signal forecasts for 2026-01-15.
[2026-01-14T20:35:40.449826] [INFO ] [main      ] Fetched 3494 forecasts.
[2026-01-14T20:35:40.450114] [INFO ] [main      ] Found 419 high-confidence bullish forecasts (>= 90.0%).
[2026-01-14T20:35:40.450187] [INFO ] [main      ] Starting parallel forecast generation with 4 worker processes for 419 symbols
[2026-01-14T20:35:40.477920] [INFO ] [main      ] Fetching symbol history for DGRE...
[2026-01-14T20:35:40.477860] [INFO ] [main      ] Fetching symbol history for SEDG...
[2026-01-14T20:35:40.477985] [INFO ] [main      ] Fetching symbol history for PMAX...
[2026-01-14T20:35:40.478258] [DEBUG] [REMOTE    ] DGRE: Fetching historical data.
[2026-01-14T20:35:40.478273] [DEBUG] [REMOTE    ] PMAX: Fetching historical data.
[2026-01-14T20:35:40.478282] [DEBUG] [REMOTE    ] SEDG: Fetching historical data.
[2026-01-14T20:35:40.478840] [INFO ] [main      ] Fetching symbol history for STEM...
[2026-01-14T20:35:40.479119] [DEBUG] [REMOTE    ] STEM: Fetching historical data.
[2026-01-14T20:35:40.509296] [DEBUG] [REMOTE    ] DGRE: Successfully parsed 300 rows of historical data.
[2026-01-14T20:35:40.509296] [DEBUG] [REMOTE    ] PMAX: Successfully parsed 300 rows of historical data.
[2026-01-14T20:35:40.510409] [DEBUG] [LOCAL     ] Loaded configuration for DGRE: 2 features, N/A% accuracy
[2026-01-14T20:35:40.510411] [DEBUG] [LOCAL     ] Loaded configuration for PMAX: 6 features, N/A% accuracy
[2026-01-14T20:35:40.510476] [INFO ] [LOCAL     ] DGRE: Loaded 2 optimal features with 51.96% confidence from JSON config
[2026-01-14T20:35:40.510480] [INFO ] [LOCAL     ] PMAX: Loaded 6 optimal features with 47.90% confidence from JSON config
[2026-01-14T20:35:40.510521] [DEBUG] [MAG       ] Building data for symbol: DGRE with lookback: 0
[2026-01-14T20:35:40.510522] [DEBUG] [MAG       ] Building data for symbol: PMAX with lookback: 0
[2026-01-14T20:35:40.512722] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-14T20:35:40.512722] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-14T20:35:40.512835] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:35:40.512833] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:35:40.514945] [DEBUG] [REMOTE    ] STEM: Successfully parsed 300 rows of historical data.
[2026-01-14T20:35:40.514942] [DEBUG] [REMOTE    ] SEDG: Successfully parsed 300 rows of historical data.
[2026-01-14T20:35:40.516081] [DEBUG] [LOCAL     ] Loaded configuration for STEM: 5 features, N/A% accuracy
[2026-01-14T20:35:40.516160] [INFO ] [LOCAL     ] STEM: Loaded 5 optimal features with 59.84% confidence from JSON config
[2026-01-14T20:35:40.516200] [DEBUG] [MAG       ] Building data for symbol: STEM with lookback: 0
[2026-01-14T20:35:40.516934] [DEBUG] [LOCAL     ] Loaded configuration for SEDG: 1 features, N/A% accuracy
[2026-01-14T20:35:40.517023] [INFO ] [LOCAL     ] SEDG: Loaded 1 optimal features with 37.78% confidence from JSON config
[2026-01-14T20:35:40.517094] [DEBUG] [MAG       ] Building data for symbol: SEDG with lookback: 0
[2026-01-14T20:35:40.519052] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-14T20:35:40.519039] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-14T20:35:40.519144] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:35:40.519206] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:35:40.519734] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-14T20:35:40.520406] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:35:40.522920] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:35:40.522967] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:35:40.523881] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:35:40.524508] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-14T20:35:40.525472] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-14T20:35:40.525767] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:35:40.525784] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-14T20:35:40.526638] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:35:40.526782] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-14T20:35:40.528027] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-14T20:35:40.530154] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-14T20:35:40.531073] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:35:40.873977] [DEBUG] [MAG       ] DGRE: Last date is validated at 2026-01-14
[2026-01-14T20:35:40.881059] [DEBUG] [MAG       ] STEM: Last date is validated at 2026-01-14
[2026-01-14T20:35:40.881553] [DEBUG] [MAG       ] SEDG: Last date is validated at 2026-01-14
[2026-01-14T20:35:40.884424] [DEBUG] [MAG       ] PMAX: Last date is validated at 2026-01-14
[2026-01-14T20:35:41.049485] [DEBUG] [MAG       ] DGRE: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:35:41.059115] [DEBUG] [MAG       ] STEM: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:35:41.060672] [DEBUG] [MAG       ] PMAX: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:35:41.061712] [DEBUG] [MAG       ] SEDG: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:35:41.134313] [INFO ] [LOCAL     ] DGRE: Saved forecast.
[2026-01-14T20:35:41.134401] [INFO ] [main      ] DGRE: Signal=1 (Conf=100.0%), Magnitude=-0.01% (Conf=51.9643%)
[2026-01-14T20:35:41.134706] [INFO ] [main      ] Fetching symbol history for JKHY...
[2026-01-14T20:35:41.134758] [DEBUG] [REMOTE    ] JKHY: Fetching historical data.
[2026-01-14T20:35:41.135900] [INFO ] [main      ] Progress: 1/419 forecasts completed (0.2%). DGRE finished in 0.7s. ETA: 4m 47s. Rate: 87.51 forecasts/min
[2026-01-14T20:35:41.146685] [DEBUG] [REMOTE    ] JKHY: Successfully parsed 300 rows of historical data.
[2026-01-14T20:35:41.147607] [DEBUG] [LOCAL     ] Loaded configuration for JKHY: 9 features, N/A% accuracy
[2026-01-14T20:35:41.147675] [INFO ] [LOCAL     ] JKHY: Loaded 9 optimal features with 53.57% confidence from JSON config
[2026-01-14T20:35:41.147708] [DEBUG] [MAG       ] Building data for symbol: JKHY with lookback: 0
[2026-01-14T20:35:41.148497] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-14T20:35:41.148586] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:35:41.150683] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:35:41.151412] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:35:41.152107] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-14T20:35:41.155269] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-14T20:35:41.156015] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:35:41.156472] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-14T20:35:41.157040] [INFO ] [LOCAL     ] PMAX: Saved forecast.
[2026-01-14T20:35:41.157117] [INFO ] [main      ] PMAX: Signal=1 (Conf=100.0%), Magnitude=-32.22% (Conf=47.8997%)
[2026-01-14T20:35:41.157626] [INFO ] [main      ] Progress: 2/419 forecasts completed (0.5%). PMAX finished in 0.7s. ETA: 2m 27s. Rate: 169.64 forecasts/min
[2026-01-14T20:35:41.157780] [INFO ] [main      ] Fetching symbol history for ANF...
[2026-01-14T20:35:41.157827] [DEBUG] [REMOTE    ] ANF: Fetching historical data.
[2026-01-14T20:35:41.157840] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-14T20:35:41.159907] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2026-01-14T20:35:41.165781] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:35:41.168818] [DEBUG] [REMOTE    ] ANF: Successfully parsed 300 rows of historical data.
[2026-01-14T20:35:41.169646] [DEBUG] [LOCAL     ] Loaded configuration for ANF: 6 features, N/A% accuracy
[2026-01-14T20:35:41.169698] [INFO ] [LOCAL     ] ANF: Loaded 6 optimal features with 52.60% confidence from JSON config
[2026-01-14T20:35:41.169731] [DEBUG] [MAG       ] Building data for symbol: ANF with lookback: 0
[2026-01-14T20:35:41.170493] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-14T20:35:41.170566] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:35:41.172327] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:35:41.172849] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:35:41.173301] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:35:41.173724] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-14T20:35:41.176364] [INFO ] [LOCAL     ] SEDG: Saved forecast.
[2026-01-14T20:35:41.176442] [INFO ] [main      ] SEDG: Signal=1 (Conf=100.0%), Magnitude=-2.37% (Conf=37.7786%)
[2026-01-14T20:35:41.177034] [INFO ] [main      ] Fetching symbol history for SOJC...
[2026-01-14T20:35:41.177107] [DEBUG] [REMOTE    ] SOJC: Fetching historical data.
[2026-01-14T20:35:41.177665] [INFO ] [main      ] Progress: 3/419 forecasts completed (0.7%). SEDG finished in 0.7s. ETA: 1m 41s. Rate: 247.45 forecasts/min
[2026-01-14T20:35:41.188051] [DEBUG] [REMOTE    ] SOJC: Successfully parsed 300 rows of historical data.
[2026-01-14T20:35:41.188826] [DEBUG] [LOCAL     ] Loaded configuration for SOJC: 4 features, N/A% accuracy
[2026-01-14T20:35:41.188885] [INFO ] [LOCAL     ] SOJC: Loaded 4 optimal features with 51.36% confidence from JSON config
[2026-01-14T20:35:41.188919] [DEBUG] [MAG       ] Building data for symbol: SOJC with lookback: 0
[2026-01-14T20:35:41.189745] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-14T20:35:41.189812] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:35:41.194916] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:35:41.197001] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:35:41.197482] [INFO ] [LOCAL     ] STEM: Saved forecast.
[2026-01-14T20:35:41.197583] [INFO ] [main      ] STEM: Signal=1 (Conf=100.0%), Magnitude=-13.60% (Conf=59.8362%)
[2026-01-14T20:35:41.197727] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-14T20:35:41.198042] [INFO ] [main      ] Fetching symbol history for PVL...
[2026-01-14T20:35:41.198099] [DEBUG] [REMOTE    ] PVL: Fetching historical data.
[2026-01-14T20:35:41.198618] [INFO ] [main      ] Progress: 4/419 forecasts completed (1.0%). STEM finished in 0.7s. ETA: 1m 18s. Rate: 320.69 forecasts/min
[2026-01-14T20:35:41.209564] [DEBUG] [REMOTE    ] PVL: Successfully parsed 300 rows of historical data.
[2026-01-14T20:35:41.210313] [DEBUG] [LOCAL     ] Loaded configuration for PVL: 7 features, N/A% accuracy
[2026-01-14T20:35:41.210371] [INFO ] [LOCAL     ] PVL: Loaded 7 optimal features with 40.39% confidence from JSON config
[2026-01-14T20:35:41.210404] [DEBUG] [MAG       ] Building data for symbol: PVL with lookback: 0
[2026-01-14T20:35:41.211212] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-14T20:35:41.211275] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:35:41.216824] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-14T20:35:41.218182] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:35:41.219994] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:35:41.220665] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-14T20:35:41.222123] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-14T20:35:41.224178] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2026-01-14T20:35:41.225967] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-14T20:35:41.227043] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:35:41.227726] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:35:41.241265] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:35:41.512781] [DEBUG] [MAG       ] JKHY: Last date is validated at 2026-01-14
[2026-01-14T20:35:41.568779] [DEBUG] [MAG       ] PVL: Last date is validated at 2026-01-14
[2026-01-14T20:35:41.570744] [DEBUG] [MAG       ] ANF: Last date is validated at 2026-01-14
[2026-01-14T20:35:41.603681] [DEBUG] [MAG       ] SOJC: Last date is validated at 2026-01-14
[2026-01-14T20:35:41.683638] [DEBUG] [MAG       ] JKHY: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:35:41.745275] [DEBUG] [MAG       ] PVL: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:35:41.745895] [DEBUG] [MAG       ] ANF: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:35:41.777223] [DEBUG] [MAG       ] SOJC: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:35:41.797544] [INFO ] [LOCAL     ] JKHY: Saved forecast.
[2026-01-14T20:35:41.797664] [INFO ] [main      ] JKHY: Signal=1 (Conf=100.0%), Magnitude=1.26% (Conf=53.5721%)
[2026-01-14T20:35:41.798095] [INFO ] [main      ] Fetching symbol history for OVID...
[2026-01-14T20:35:41.798148] [DEBUG] [REMOTE    ] OVID: Fetching historical data.
[2026-01-14T20:35:41.798156] [INFO ] [main      ] Progress: 5/419 forecasts completed (1.2%). JKHY finished in 0.7s. ETA: 1m 52s. Rate: 222.57 forecasts/min
[2026-01-14T20:35:41.809776] [DEBUG] [REMOTE    ] OVID: Successfully parsed 300 rows of historical data.
[2026-01-14T20:35:41.810851] [DEBUG] [LOCAL     ] Loaded configuration for OVID: 3 features, N/A% accuracy
[2026-01-14T20:35:41.810908] [INFO ] [LOCAL     ] OVID: Loaded 3 optimal features with 53.70% confidence from JSON config
[2026-01-14T20:35:41.810939] [DEBUG] [MAG       ] Building data for symbol: OVID with lookback: 0
[2026-01-14T20:35:41.811758] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-14T20:35:41.811818] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:35:41.816696] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-14T20:35:41.818056] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:35:41.819910] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:35:41.839629] [INFO ] [LOCAL     ] SOJC: Saved forecast.
[2026-01-14T20:35:41.839714] [INFO ] [main      ] SOJC: Signal=1 (Conf=100.0%), Magnitude=0.46% (Conf=51.3622%)
[2026-01-14T20:35:41.839933] [INFO ] [main      ] Fetching symbol history for PAX...
[2026-01-14T20:35:41.839984] [DEBUG] [REMOTE    ] PAX: Fetching historical data.
[2026-01-14T20:35:41.840950] [INFO ] [main      ] Progress: 6/419 forecasts completed (1.4%). SOJC finished in 0.7s. ETA: 1m 36s. Rate: 258.86 forecasts/min
[2026-01-14T20:35:41.851440] [DEBUG] [REMOTE    ] PAX: Successfully parsed 300 rows of historical data.
[2026-01-14T20:35:41.852474] [DEBUG] [LOCAL     ] Loaded configuration for PAX: 3 features, N/A% accuracy
[2026-01-14T20:35:41.852531] [INFO ] [LOCAL     ] PAX: Loaded 3 optimal features with 45.10% confidence from JSON config
[2026-01-14T20:35:41.852563] [DEBUG] [MAG       ] Building data for symbol: PAX with lookback: 0
[2026-01-14T20:35:41.853365] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-14T20:35:41.853426] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:35:41.858660] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-14T20:35:41.859484] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-14T20:35:41.862009] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:35:41.865939] [INFO ] [LOCAL     ] PVL: Saved forecast.
[2026-01-14T20:35:41.866011] [INFO ] [main      ] PVL: Signal=1 (Conf=100.0%), Magnitude=0.69% (Conf=40.3916%)
[2026-01-14T20:35:41.866372] [INFO ] [main      ] Fetching symbol history for TFII...
[2026-01-14T20:35:41.866433] [DEBUG] [REMOTE    ] TFII: Fetching historical data.
[2026-01-14T20:35:41.866669] [INFO ] [main      ] Progress: 7/419 forecasts completed (1.7%). PVL finished in 0.7s. ETA: 1m 23s. Rate: 296.52 forecasts/min
[2026-01-14T20:35:41.876970] [DEBUG] [REMOTE    ] TFII: Successfully parsed 300 rows of historical data.
[2026-01-14T20:35:41.878531] [DEBUG] [LOCAL     ] Loaded configuration for TFII: 11 features, N/A% accuracy
[2026-01-14T20:35:41.878604] [INFO ] [LOCAL     ] TFII: Loaded 11 optimal features with 54.73% confidence from JSON config
[2026-01-14T20:35:41.878637] [DEBUG] [MAG       ] Building data for symbol: TFII with lookback: 0
[2026-01-14T20:35:41.879402] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2026-01-14T20:35:41.879468] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:35:41.881204] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:35:41.881801] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:35:41.882371] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-14T20:35:41.891528] [INFO ] [LOCAL     ] ANF: Saved forecast.
[2026-01-14T20:35:41.891617] [INFO ] [main      ] ANF: Signal=1 (Conf=100.0%), Magnitude=-4.32% (Conf=52.596%)
[2026-01-14T20:35:41.892074] [INFO ] [main      ] Progress: 8/419 forecasts completed (1.9%). ANF finished in 0.7s. ETA: 1m 14s. Rate: 332.91 forecasts/min
[2026-01-14T20:35:41.892201] [INFO ] [main      ] Fetching symbol history for NKSH...
[2026-01-14T20:35:41.892243] [DEBUG] [REMOTE    ] NKSH: Fetching historical data.
[2026-01-14T20:35:41.903343] [DEBUG] [REMOTE    ] NKSH: Successfully parsed 300 rows of historical data.
[2026-01-14T20:35:41.904184] [DEBUG] [LOCAL     ] Loaded configuration for NKSH: 3 features, N/A% accuracy
[2026-01-14T20:35:41.904255] [INFO ] [LOCAL     ] NKSH: Loaded 3 optimal features with 55.28% confidence from JSON config
[2026-01-14T20:35:41.904290] [DEBUG] [MAG       ] Building data for symbol: NKSH with lookback: 0
[2026-01-14T20:35:41.905142] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-14T20:35:41.905206] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-14T20:35:41.906129] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-14T20:35:41.906934] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-14T20:35:41.909971] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:35:42.001663] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-14T20:35:42.002702] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-14T20:35:42.003429] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-14T20:35:42.022815] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-14T20:35:42.023914] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-14T20:35:42.025620] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-14T20:35:42.026786] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-14T20:35:42.027504] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:35:42.174461] [DEBUG] [MAG       ] OVID: Last date is validated at 2026-01-14
[2026-01-14T20:35:42.214888] [DEBUG] [MAG       ] PAX: Last date is validated at 2026-01-14
[2026-01-14T20:35:42.275965] [DEBUG] [MAG       ] NKSH: Last date is validated at 2026-01-14
[2026-01-14T20:35:42.355144] [DEBUG] [MAG       ] OVID: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:35:42.375984] [DEBUG] [MAG       ] TFII: Last date is validated at 2026-01-14
[2026-01-14T20:35:42.394935] [DEBUG] [MAG       ] PAX: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:35:42.451300] [DEBUG] [MAG       ] NKSH: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:35:42.468606] [INFO ] [LOCAL     ] PAX: Saved forecast.
[2026-01-14T20:35:42.468690] [INFO ] [main      ] PAX: Signal=1 (Conf=100.0%), Magnitude=1.69% (Conf=45.1008%)
[2026-01-14T20:35:42.469078] [INFO ] [main      ] Fetching symbol history for BBLG...
[2026-01-14T20:35:42.469132] [DEBUG] [REMOTE    ] BBLG: Fetching historical data.
[2026-01-14T20:35:42.470666] [INFO ] [main      ] Progress: 9/419 forecasts completed (2.1%). PAX finished in 0.6s. ETA: 1m 32s. Rate: 267.27 forecasts/min
[2026-01-14T20:35:42.481347] [DEBUG] [REMOTE    ] BBLG: Successfully parsed 300 rows of historical data.
[2026-01-14T20:35:42.482650] [DEBUG] [LOCAL     ] Loaded configuration for BBLG: 6 features, N/A% accuracy
[2026-01-14T20:35:42.482713] [INFO ] [LOCAL     ] BBLG: Loaded 6 optimal features with 55.63% confidence from JSON config
[2026-01-14T20:35:42.482748] [DEBUG] [MAG       ] Building data for symbol: BBLG with lookback: 0
[2026-01-14T20:35:42.483855] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-14T20:35:42.483956] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:35:42.488765] [INFO ] [LOCAL     ] OVID: Saved forecast.
[2026-01-14T20:35:42.488842] [INFO ] [main      ] OVID: Signal=1 (Conf=100.0%), Magnitude=-1.65% (Conf=53.6964%)
[2026-01-14T20:35:42.489205] [INFO ] [main      ] Fetching symbol history for IBM...
[2026-01-14T20:35:42.489257] [DEBUG] [REMOTE    ] IBM: Fetching historical data.
[2026-01-14T20:35:42.489261] [INFO ] [main      ] Progress: 10/419 forecasts completed (2.4%). OVID finished in 0.7s. ETA: 1m 23s. Rate: 294.26 forecasts/min
[2026-01-14T20:35:42.489413] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:35:42.491837] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:35:42.492526] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:35:42.493021] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-14T20:35:42.501637] [DEBUG] [REMOTE    ] IBM: Successfully parsed 300 rows of historical data.
[2026-01-14T20:35:42.502665] [DEBUG] [LOCAL     ] Loaded configuration for IBM: 3 features, N/A% accuracy
[2026-01-14T20:35:42.502723] [INFO ] [LOCAL     ] IBM: Loaded 3 optimal features with 72.49% confidence from JSON config
[2026-01-14T20:35:42.502757] [DEBUG] [MAG       ] Building data for symbol: IBM with lookback: 0
[2026-01-14T20:35:42.503637] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-14T20:35:42.503699] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-14T20:35:42.504536] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-14T20:35:42.505729] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-14T20:35:42.507544] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:35:42.533613] [INFO ] [LOCAL     ] NKSH: Saved forecast.
[2026-01-14T20:35:42.533694] [INFO ] [main      ] NKSH: Signal=1 (Conf=100.0%), Magnitude=-1.05% (Conf=55.2775%)
[2026-01-14T20:35:42.534087] [INFO ] [main      ] Progress: 11/419 forecasts completed (2.6%). NKSH finished in 0.6s. ETA: 1m 17s. Rate: 316.72 forecasts/min
[2026-01-14T20:35:42.534217] [INFO ] [main      ] Fetching symbol history for RAIL...
[2026-01-14T20:35:42.534260] [DEBUG] [REMOTE    ] RAIL: Fetching historical data.
[2026-01-14T20:35:42.548879] [DEBUG] [REMOTE    ] RAIL: Successfully parsed 300 rows of historical data.
[2026-01-14T20:35:42.549724] [DEBUG] [LOCAL     ] Loaded configuration for RAIL: 1 features, N/A% accuracy
[2026-01-14T20:35:42.549778] [INFO ] [LOCAL     ] RAIL: Loaded 1 optimal features with 49.20% confidence from JSON config
[2026-01-14T20:35:42.549810] [DEBUG] [MAG       ] Building data for symbol: RAIL with lookback: 0
[2026-01-14T20:35:42.550637] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-14T20:35:42.550715] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-14T20:35:42.555173] [DEBUG] [MAG       ] TFII: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:35:42.555541] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:35:42.618907] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-14T20:35:42.621962] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:35:42.681349] [INFO ] [LOCAL     ] TFII: Saved forecast.
[2026-01-14T20:35:42.681421] [INFO ] [main      ] TFII: Signal=1 (Conf=100.0%), Magnitude=-0.97% (Conf=54.7349%)
[2026-01-14T20:35:42.681806] [INFO ] [main      ] Fetching symbol history for BPYPM...
[2026-01-14T20:35:42.681857] [DEBUG] [REMOTE    ] BPYPM: Fetching historical data.
[2026-01-14T20:35:42.682695] [INFO ] [main      ] Progress: 12/419 forecasts completed (2.9%). TFII finished in 0.8s. ETA: 1m 16s. Rate: 322.52 forecasts/min
[2026-01-14T20:35:42.694482] [DEBUG] [REMOTE    ] BPYPM: Successfully parsed 300 rows of historical data.
[2026-01-14T20:35:42.695661] [DEBUG] [LOCAL     ] Loaded configuration for BPYPM: 4 features, N/A% accuracy
[2026-01-14T20:35:42.695720] [INFO ] [LOCAL     ] BPYPM: Loaded 4 optimal features with 61.76% confidence from JSON config
[2026-01-14T20:35:42.695755] [DEBUG] [MAG       ] Building data for symbol: BPYPM with lookback: 0
[2026-01-14T20:35:42.696568] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-14T20:35:42.696651] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:35:42.702770] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-14T20:35:42.703698] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-14T20:35:42.706216] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-14T20:35:42.711386] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:35:42.892222] [DEBUG] [MAG       ] IBM: Last date is validated at 2026-01-14
[2026-01-14T20:35:42.984207] [DEBUG] [MAG       ] RAIL: Last date is validated at 2026-01-14
[2026-01-14T20:35:43.073831] [DEBUG] [MAG       ] BBLG: Last date is validated at 2026-01-14
[2026-01-14T20:35:43.132961] [DEBUG] [MAG       ] IBM: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:35:43.234182] [DEBUG] [MAG       ] BPYPM: Last date is validated at 2026-01-14
[2026-01-14T20:35:43.255289] [DEBUG] [MAG       ] RAIL: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:35:43.322425] [INFO ] [LOCAL     ] IBM: Saved forecast.
[2026-01-14T20:35:43.322527] [INFO ] [main      ] IBM: Signal=1 (Conf=100.0%), Magnitude=0.73% (Conf=72.4875%)
[2026-01-14T20:35:43.323088] [INFO ] [main      ] Fetching symbol history for FEPI...
[2026-01-14T20:35:43.323164] [DEBUG] [REMOTE    ] FEPI: Fetching historical data.
[2026-01-14T20:35:43.323159] [INFO ] [main      ] Progress: 13/419 forecasts completed (3.1%). IBM finished in 0.8s. ETA: 1m 30s. Rate: 271.50 forecasts/min
[2026-01-14T20:35:43.339147] [DEBUG] [REMOTE    ] FEPI: Successfully parsed 300 rows of historical data.
[2026-01-14T20:35:43.357904] [DEBUG] [LOCAL     ] Loaded configuration for FEPI: 4 features, N/A% accuracy
[2026-01-14T20:35:43.358095] [INFO ] [LOCAL     ] FEPI: Loaded 4 optimal features with 45.86% confidence from JSON config
[2026-01-14T20:35:43.358155] [DEBUG] [MAG       ] Building data for symbol: FEPI with lookback: 0
[2026-01-14T20:35:43.358921] [DEBUG] [MAG       ] BBLG: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:35:43.359802] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-14T20:35:43.359891] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:35:43.362618] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:35:43.362789] [INFO ] [LOCAL     ] RAIL: Saved forecast.
[2026-01-14T20:35:43.362894] [INFO ] [main      ] RAIL: Signal=1 (Conf=100.0%), Magnitude=0.19% (Conf=49.2043%)
[2026-01-14T20:35:43.363134] [INFO ] [main      ] Fetching symbol history for ECPG...
[2026-01-14T20:35:43.363203] [DEBUG] [REMOTE    ] ECPG: Fetching historical data.
[2026-01-14T20:35:43.363395] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:35:43.363923] [INFO ] [main      ] Progress: 14/419 forecasts completed (3.3%). RAIL finished in 0.8s. ETA: 1m 24s. Rate: 288.30 forecasts/min
[2026-01-14T20:35:43.364075] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-14T20:35:43.365422] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:35:43.380977] [DEBUG] [REMOTE    ] ECPG: Successfully parsed 300 rows of historical data.
[2026-01-14T20:35:43.396069] [DEBUG] [LOCAL     ] Loaded configuration for ECPG: 7 features, N/A% accuracy
[2026-01-14T20:35:43.396270] [INFO ] [LOCAL     ] ECPG: Loaded 7 optimal features with 51.10% confidence from JSON config
[2026-01-14T20:35:43.396330] [DEBUG] [MAG       ] Building data for symbol: ECPG with lookback: 0
[2026-01-14T20:35:43.398348] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-14T20:35:43.398444] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:35:43.406315] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:35:43.409250] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:35:43.409997] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-14T20:35:43.411170] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-14T20:35:43.454464] [INFO ] [LOCAL     ] BBLG: Saved forecast.
[2026-01-14T20:35:43.454561] [INFO ] [main      ] BBLG: Signal=1 (Conf=100.0%), Magnitude=4.49% (Conf=55.629%)
[2026-01-14T20:35:43.454806] [INFO ] [main      ] Fetching symbol history for BAM...
[2026-01-14T20:35:43.454863] [DEBUG] [REMOTE    ] BAM: Fetching historical data.
[2026-01-14T20:35:43.456706] [INFO ] [main      ] Progress: 15/419 forecasts completed (3.6%). BBLG finished in 1.0s. ETA: 1m 21s. Rate: 299.36 forecasts/min
[2026-01-14T20:35:43.472621] [DEBUG] [REMOTE    ] BAM: Successfully parsed 300 rows of historical data.
[2026-01-14T20:35:43.474055] [DEBUG] [LOCAL     ] Loaded configuration for BAM: 9 features, N/A% accuracy
[2026-01-14T20:35:43.474169] [INFO ] [LOCAL     ] BAM: Loaded 9 optimal features with 68.32% confidence from JSON config
[2026-01-14T20:35:43.474373] [DEBUG] [MAG       ] Building data for symbol: BAM with lookback: 0
[2026-01-14T20:35:43.475967] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-14T20:35:43.476078] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:35:43.484705] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:35:43.487944] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:35:43.488846] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-14T20:35:43.490087] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-14T20:35:43.491413] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-14T20:35:43.492748] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-14T20:35:43.497434] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-14T20:35:43.499396] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-14T20:35:43.500553] [DEBUG] [MAG       ] BPYPM: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:35:43.501154] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:35:43.580629] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-14T20:35:43.587605] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-14T20:35:43.589459] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:35:43.589790] [INFO ] [LOCAL     ] BPYPM: Saved forecast.
[2026-01-14T20:35:43.589872] [INFO ] [main      ] BPYPM: Signal=1 (Conf=100.0%), Magnitude=-0.78% (Conf=61.7618%)
[2026-01-14T20:35:43.590259] [INFO ] [main      ] Fetching symbol history for BSMS...
[2026-01-14T20:35:43.590312] [DEBUG] [REMOTE    ] BSMS: Fetching historical data.
[2026-01-14T20:35:43.590682] [INFO ] [main      ] Progress: 16/419 forecasts completed (3.8%). BPYPM finished in 0.9s. ETA: 1m 19s. Rate: 305.69 forecasts/min
[2026-01-14T20:35:43.604638] [DEBUG] [REMOTE    ] BSMS: Successfully parsed 300 rows of historical data.
[2026-01-14T20:35:43.609865] [DEBUG] [LOCAL     ] Loaded configuration for BSMS: 16 features, N/A% accuracy
[2026-01-14T20:35:43.610139] [INFO ] [LOCAL     ] BSMS: Loaded 16 optimal features with 31.04% confidence from JSON config
[2026-01-14T20:35:43.610204] [DEBUG] [MAG       ] Building data for symbol: BSMS with lookback: 0
[2026-01-14T20:35:43.611925] [DEBUG] [FEATURES  ] DataBuilder: Executing 16 feature methods.
[2026-01-14T20:35:43.612122] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:35:43.620180] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:35:43.624226] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:35:43.624931] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:35:43.625406] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:35:43.625860] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-14T20:35:43.626704] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-14T20:35:43.627604] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-14T20:35:43.630778] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-14T20:35:43.782668] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-14T20:35:43.785276] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-14T20:35:43.831549] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-14T20:35:43.833043] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-14T20:35:43.885758] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-14T20:35:43.886913] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-14T20:35:43.889265] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-14T20:35:43.892594] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:35:43.894399] [DEBUG] [MAG       ] FEPI: Last date is validated at 2026-01-14
[2026-01-14T20:35:43.956298] [DEBUG] [MAG       ] BAM: Last date is validated at 2026-01-14
[2026-01-14T20:35:44.028740] [DEBUG] [MAG       ] ECPG: Last date is validated at 2026-01-14
[2026-01-14T20:35:44.105530] [DEBUG] [MAG       ] FEPI: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:35:44.124198] [DEBUG] [MAG       ] BAM: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:35:44.181549] [INFO ] [LOCAL     ] FEPI: Saved forecast.
[2026-01-14T20:35:44.181638] [INFO ] [main      ] FEPI: Signal=1 (Conf=100.0%), Magnitude=-0.57% (Conf=45.8567%)
[2026-01-14T20:35:44.182016] [INFO ] [main      ] Fetching symbol history for AGNCO...
[2026-01-14T20:35:44.182069] [DEBUG] [REMOTE    ] AGNCO: Fetching historical data.
[2026-01-14T20:35:44.182213] [INFO ] [main      ] Progress: 17/419 forecasts completed (4.1%). FEPI finished in 0.9s. ETA: 1m 28s. Rate: 273.31 forecasts/min
[2026-01-14T20:35:44.194275] [DEBUG] [REMOTE    ] AGNCO: Successfully parsed 300 rows of historical data.
[2026-01-14T20:35:44.195247] [DEBUG] [LOCAL     ] Loaded configuration for AGNCO: 8 features, N/A% accuracy
[2026-01-14T20:35:44.195313] [INFO ] [LOCAL     ] AGNCO: Loaded 8 optimal features with 26.73% confidence from JSON config
[2026-01-14T20:35:44.195352] [DEBUG] [MAG       ] Building data for symbol: AGNCO with lookback: 0
[2026-01-14T20:35:44.196237] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-14T20:35:44.196303] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:35:44.201365] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:35:44.203339] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:35:44.203858] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:35:44.204267] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-14T20:35:44.205922] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:35:44.206379] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-14T20:35:44.207568] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-14T20:35:44.209667] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:35:44.219215] [DEBUG] [MAG       ] ECPG: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:35:44.227106] [INFO ] [LOCAL     ] BAM: Saved forecast.
[2026-01-14T20:35:44.227177] [INFO ] [main      ] BAM: Signal=1 (Conf=100.0%), Magnitude=-2.49% (Conf=68.3196%)
[2026-01-14T20:35:44.227539] [INFO ] [main      ] Fetching symbol history for PTON...
[2026-01-14T20:35:44.227606] [DEBUG] [REMOTE    ] PTON: Fetching historical data.
[2026-01-14T20:35:44.229873] [INFO ] [main      ] Progress: 18/419 forecasts completed (4.3%). BAM finished in 0.8s. ETA: 1m 24s. Rate: 285.76 forecasts/min
[2026-01-14T20:35:44.240727] [DEBUG] [REMOTE    ] PTON: Successfully parsed 300 rows of historical data.
[2026-01-14T20:35:44.241812] [DEBUG] [LOCAL     ] Loaded configuration for PTON: 5 features, N/A% accuracy
[2026-01-14T20:35:44.241866] [INFO ] [LOCAL     ] PTON: Loaded 5 optimal features with 70.41% confidence from JSON config
[2026-01-14T20:35:44.241899] [DEBUG] [MAG       ] Building data for symbol: PTON with lookback: 0
[2026-01-14T20:35:44.242695] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-14T20:35:44.242768] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:35:44.244593] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:35:44.245126] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-14T20:35:44.245956] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-14T20:35:44.248410] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-14T20:35:44.250110] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:35:44.257801] [DEBUG] [MAG       ] BSMS: Last date is validated at 2026-01-14
[2026-01-14T20:35:44.330758] [INFO ] [LOCAL     ] ECPG: Saved forecast.
[2026-01-14T20:35:44.330830] [INFO ] [main      ] ECPG: Signal=1 (Conf=100.0%), Magnitude=-0.05% (Conf=51.1049%)
[2026-01-14T20:35:44.331165] [INFO ] [main      ] Progress: 19/419 forecasts completed (4.5%). ECPG finished in 1.0s. ETA: 1m 22s. Rate: 293.74 forecasts/min
[2026-01-14T20:35:44.331294] [INFO ] [main      ] Fetching symbol history for AZN...
[2026-01-14T20:35:44.331338] [DEBUG] [REMOTE    ] AZN: Fetching historical data.
[2026-01-14T20:35:44.344774] [DEBUG] [REMOTE    ] AZN: Successfully parsed 300 rows of historical data.
[2026-01-14T20:35:44.345943] [DEBUG] [LOCAL     ] Loaded configuration for AZN: 7 features, N/A% accuracy
[2026-01-14T20:35:44.345998] [INFO ] [LOCAL     ] AZN: Loaded 7 optimal features with 48.60% confidence from JSON config
[2026-01-14T20:35:44.346031] [DEBUG] [MAG       ] Building data for symbol: AZN with lookback: 0
[2026-01-14T20:35:44.346897] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-14T20:35:44.346960] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:35:44.351947] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:35:44.354209] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:35:44.354720] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:35:44.355310] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-14T20:35:44.356074] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-14T20:35:44.357804] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-14T20:35:44.358611] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:35:44.431635] [DEBUG] [MAG       ] BSMS: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:35:44.508079] [INFO ] [LOCAL     ] BSMS: Saved forecast.
[2026-01-14T20:35:44.508147] [INFO ] [main      ] BSMS: Signal=1 (Conf=100.0%), Magnitude=0.00% (Conf=31.0434%)
[2026-01-14T20:35:44.508517] [INFO ] [main      ] Fetching symbol history for NRDS...
[2026-01-14T20:35:44.508583] [DEBUG] [REMOTE    ] NRDS: Fetching historical data.
[2026-01-14T20:35:44.509662] [INFO ] [main      ] Progress: 20/419 forecasts completed (4.8%). BSMS finished in 0.9s. ETA: 1m 21s. Rate: 295.61 forecasts/min
[2026-01-14T20:35:44.521143] [DEBUG] [REMOTE    ] NRDS: Successfully parsed 300 rows of historical data.
[2026-01-14T20:35:44.522302] [DEBUG] [LOCAL     ] Loaded configuration for NRDS: 6 features, N/A% accuracy
[2026-01-14T20:35:44.522356] [INFO ] [LOCAL     ] NRDS: Loaded 6 optimal features with 56.58% confidence from JSON config
[2026-01-14T20:35:44.522388] [DEBUG] [MAG       ] Building data for symbol: NRDS with lookback: 0
[2026-01-14T20:35:44.523175] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-14T20:35:44.523237] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:35:44.524933] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:35:44.525460] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:35:44.525883] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-14T20:35:44.526652] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-14T20:35:44.528081] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-14T20:35:44.529447] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:35:44.559059] [DEBUG] [MAG       ] AGNCO: Last date is validated at 2026-01-14
[2026-01-14T20:35:44.615650] [DEBUG] [MAG       ] PTON: Last date is validated at 2026-01-14
[2026-01-14T20:35:44.717502] [DEBUG] [MAG       ] AZN: Last date is validated at 2026-01-14
[2026-01-14T20:35:44.734621] [DEBUG] [MAG       ] AGNCO: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:35:44.790895] [DEBUG] [MAG       ] PTON: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:35:44.795096] [INFO ] [LOCAL     ] AGNCO: Saved forecast.
[2026-01-14T20:35:44.795162] [INFO ] [main      ] AGNCO: Signal=1 (Conf=100.0%), Magnitude=0.11% (Conf=26.7284%)
[2026-01-14T20:35:44.795566] [INFO ] [main      ] Fetching symbol history for HLI...
[2026-01-14T20:35:44.795639] [DEBUG] [REMOTE    ] HLI: Fetching historical data.
[2026-01-14T20:35:44.796659] [INFO ] [main      ] Progress: 21/419 forecasts completed (5.0%). AGNCO finished in 0.6s. ETA: 1m 22s. Rate: 289.89 forecasts/min
[2026-01-14T20:35:44.808513] [DEBUG] [REMOTE    ] HLI: Successfully parsed 300 rows of historical data.
[2026-01-14T20:35:44.810086] [DEBUG] [LOCAL     ] Loaded configuration for HLI: 1 features, N/A% accuracy
[2026-01-14T20:35:44.810143] [INFO ] [LOCAL     ] HLI: Loaded 1 optimal features with 40.20% confidence from JSON config
[2026-01-14T20:35:44.810176] [DEBUG] [MAG       ] Building data for symbol: HLI with lookback: 0
[2026-01-14T20:35:44.810987] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-14T20:35:44.811045] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2026-01-14T20:35:44.812395] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:35:44.897630] [DEBUG] [MAG       ] AZN: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:35:44.912620] [DEBUG] [MAG       ] NRDS: Last date is validated at 2026-01-14
[2026-01-14T20:35:44.935213] [INFO ] [LOCAL     ] PTON: Saved forecast.
[2026-01-14T20:35:44.935283] [INFO ] [main      ] PTON: Signal=1 (Conf=100.0%), Magnitude=1.88% (Conf=70.4097%)
[2026-01-14T20:35:44.935666] [INFO ] [main      ] Fetching symbol history for VTMX...
[2026-01-14T20:35:44.935725] [DEBUG] [REMOTE    ] VTMX: Fetching historical data.
[2026-01-14T20:35:44.936668] [INFO ] [main      ] Progress: 22/419 forecasts completed (5.3%). PTON finished in 0.7s. ETA: 1m 21s. Rate: 294.22 forecasts/min
[2026-01-14T20:35:44.949714] [DEBUG] [REMOTE    ] VTMX: Successfully parsed 300 rows of historical data.
[2026-01-14T20:35:44.951057] [DEBUG] [LOCAL     ] Loaded configuration for VTMX: 2 features, N/A% accuracy
[2026-01-14T20:35:44.951136] [INFO ] [LOCAL     ] VTMX: Loaded 2 optimal features with 55.13% confidence from JSON config
[2026-01-14T20:35:44.951186] [DEBUG] [MAG       ] Building data for symbol: VTMX with lookback: 0
[2026-01-14T20:35:44.952406] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-14T20:35:44.952495] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:35:44.960045] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-14T20:35:44.998415] [INFO ] [LOCAL     ] AZN: Saved forecast.
[2026-01-14T20:35:44.998488] [INFO ] [main      ] AZN: Signal=1 (Conf=100.0%), Magnitude=0.15% (Conf=48.6001%)
[2026-01-14T20:35:44.998881] [INFO ] [main      ] Progress: 23/419 forecasts completed (5.5%). AZN finished in 0.7s. ETA: 1m 18s. Rate: 303.39 forecasts/min
[2026-01-14T20:35:44.999015] [INFO ] [main      ] Fetching symbol history for VIRC...
[2026-01-14T20:35:44.999060] [DEBUG] [REMOTE    ] VIRC: Fetching historical data.
[2026-01-14T20:35:45.013598] [DEBUG] [REMOTE    ] VIRC: Successfully parsed 300 rows of historical data.
[2026-01-14T20:35:45.014514] [DEBUG] [LOCAL     ] Loaded configuration for VIRC: 7 features, N/A% accuracy
[2026-01-14T20:35:45.014588] [INFO ] [LOCAL     ] VIRC: Loaded 7 optimal features with 45.91% confidence from JSON config
[2026-01-14T20:35:45.014623] [DEBUG] [MAG       ] Building data for symbol: VIRC with lookback: 0
[2026-01-14T20:35:45.015231] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:35:45.015405] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-14T20:35:45.015468] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:35:45.020301] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:35:45.022119] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:35:45.022611] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:35:45.023047] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:35:45.023436] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-14T20:35:45.024337] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-14T20:35:45.026741] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:35:45.098634] [DEBUG] [MAG       ] NRDS: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:35:45.162298] [DEBUG] [MAG       ] HLI: Last date is validated at 2026-01-14
[2026-01-14T20:35:45.173308] [INFO ] [LOCAL     ] NRDS: Saved forecast.
[2026-01-14T20:35:45.173383] [INFO ] [main      ] NRDS: Signal=1 (Conf=100.0%), Magnitude=1.43% (Conf=56.5781%)
[2026-01-14T20:35:45.173790] [INFO ] [main      ] Fetching symbol history for ZM...
[2026-01-14T20:35:45.173843] [DEBUG] [REMOTE    ] ZM: Fetching historical data.
[2026-01-14T20:35:45.174674] [INFO ] [main      ] Progress: 24/419 forecasts completed (5.7%). NRDS finished in 0.7s. ETA: 1m 18s. Rate: 304.80 forecasts/min
[2026-01-14T20:35:45.186308] [DEBUG] [REMOTE    ] ZM: Successfully parsed 300 rows of historical data.
[2026-01-14T20:35:45.187309] [DEBUG] [LOCAL     ] Loaded configuration for ZM: 4 features, N/A% accuracy
[2026-01-14T20:35:45.187369] [INFO ] [LOCAL     ] ZM: Loaded 4 optimal features with 42.47% confidence from JSON config
[2026-01-14T20:35:45.187403] [DEBUG] [MAG       ] Building data for symbol: ZM with lookback: 0
[2026-01-14T20:35:45.188247] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-14T20:35:45.188310] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:35:45.194000] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-14T20:35:45.319603] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-14T20:35:45.337601] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2026-01-14T20:35:45.337859] [DEBUG] [MAG       ] HLI: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:35:45.339762] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:35:45.358757] [DEBUG] [MAG       ] VTMX: Last date is validated at 2026-01-14
[2026-01-14T20:35:45.386888] [DEBUG] [MAG       ] VIRC: Last date is validated at 2026-01-14
[2026-01-14T20:35:45.440339] [INFO ] [LOCAL     ] HLI: Saved forecast.
[2026-01-14T20:35:45.440408] [INFO ] [main      ] HLI: Signal=1 (Conf=100.0%), Magnitude=2.45% (Conf=40.2026%)
[2026-01-14T20:35:45.440796] [INFO ] [main      ] Fetching symbol history for VNQI...
[2026-01-14T20:35:45.440848] [DEBUG] [REMOTE    ] VNQI: Fetching historical data.
[2026-01-14T20:35:45.441678] [INFO ] [main      ] Progress: 25/419 forecasts completed (6.0%). HLI finished in 0.6s. ETA: 1m 19s. Rate: 300.52 forecasts/min
[2026-01-14T20:35:45.452193] [DEBUG] [REMOTE    ] VNQI: Successfully parsed 300 rows of historical data.
[2026-01-14T20:35:45.453554] [DEBUG] [LOCAL     ] Loaded configuration for VNQI: 2 features, N/A% accuracy
[2026-01-14T20:35:45.453621] [INFO ] [LOCAL     ] VNQI: Loaded 2 optimal features with 63.20% confidence from JSON config
[2026-01-14T20:35:45.453652] [DEBUG] [MAG       ] Building data for symbol: VNQI with lookback: 0
[2026-01-14T20:35:45.454410] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-14T20:35:45.454468] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-14T20:35:45.456178] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-14T20:35:45.457204] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:35:45.527557] [DEBUG] [MAG       ] VTMX: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:35:45.581626] [DEBUG] [MAG       ] VIRC: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:35:45.601824] [INFO ] [LOCAL     ] VTMX: Saved forecast.
[2026-01-14T20:35:45.601896] [INFO ] [main      ] VTMX: Signal=1 (Conf=100.0%), Magnitude=-0.27% (Conf=55.1319%)
[2026-01-14T20:35:45.602062] [INFO ] [main      ] Fetching symbol history for IEP...
[2026-01-14T20:35:45.602106] [DEBUG] [REMOTE    ] IEP: Fetching historical data.
[2026-01-14T20:35:45.604662] [INFO ] [main      ] Progress: 26/419 forecasts completed (6.2%). VTMX finished in 0.7s. ETA: 1m 18s. Rate: 302.65 forecasts/min
[2026-01-14T20:35:45.613729] [DEBUG] [REMOTE    ] IEP: Successfully parsed 300 rows of historical data.
[2026-01-14T20:35:45.614660] [DEBUG] [LOCAL     ] Loaded configuration for IEP: 4 features, N/A% accuracy
[2026-01-14T20:35:45.614716] [INFO ] [LOCAL     ] IEP: Loaded 4 optimal features with 56.75% confidence from JSON config
[2026-01-14T20:35:45.614748] [DEBUG] [MAG       ] Building data for symbol: IEP with lookback: 0
[2026-01-14T20:35:45.615508] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-14T20:35:45.615567] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:35:45.617251] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:35:45.617817] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:35:45.618224] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-14T20:35:45.657989] [INFO ] [LOCAL     ] VIRC: Saved forecast.
[2026-01-14T20:35:45.658069] [INFO ] [main      ] VIRC: Signal=1 (Conf=100.0%), Magnitude=1.09% (Conf=45.9051%)
[2026-01-14T20:35:45.658425] [INFO ] [main      ] Fetching symbol history for INMD...
[2026-01-14T20:35:45.658475] [DEBUG] [REMOTE    ] INMD: Fetching historical data.
[2026-01-14T20:35:45.658675] [INFO ] [main      ] Progress: 27/419 forecasts completed (6.4%). VIRC finished in 0.7s. ETA: 1m 16s. Rate: 311.03 forecasts/min
[2026-01-14T20:35:45.672181] [DEBUG] [REMOTE    ] INMD: Successfully parsed 300 rows of historical data.
[2026-01-14T20:35:45.673309] [DEBUG] [LOCAL     ] Loaded configuration for INMD: 2 features, N/A% accuracy
[2026-01-14T20:35:45.673361] [INFO ] [LOCAL     ] INMD: Loaded 2 optimal features with 59.17% confidence from JSON config
[2026-01-14T20:35:45.673393] [DEBUG] [MAG       ] Building data for symbol: INMD with lookback: 0
[2026-01-14T20:35:45.674232] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-14T20:35:45.674292] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-14T20:35:45.675030] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-14T20:35:45.675909] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:35:45.717076] [DEBUG] [MAG       ] ZM: Last date is validated at 2026-01-14
[2026-01-14T20:35:45.733036] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:35:45.815305] [DEBUG] [MAG       ] VNQI: Last date is validated at 2026-01-14
[2026-01-14T20:35:45.899889] [DEBUG] [MAG       ] ZM: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:35:45.985830] [DEBUG] [MAG       ] VNQI: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:35:46.010269] [INFO ] [LOCAL     ] ZM: Saved forecast.
[2026-01-14T20:35:46.010354] [INFO ] [main      ] ZM: Signal=1 (Conf=100.0%), Magnitude=2.62% (Conf=42.4658%)
[2026-01-14T20:35:46.010767] [INFO ] [main      ] Fetching symbol history for ONB...
[2026-01-14T20:35:46.010819] [DEBUG] [REMOTE    ] ONB: Fetching historical data.
[2026-01-14T20:35:46.011680] [INFO ] [main      ] Progress: 28/419 forecasts completed (6.7%). ZM finished in 0.8s. ETA: 1m 18s. Rate: 302.08 forecasts/min
[2026-01-14T20:35:46.022729] [DEBUG] [REMOTE    ] ONB: Successfully parsed 300 rows of historical data.
[2026-01-14T20:35:46.023730] [DEBUG] [LOCAL     ] Loaded configuration for ONB: 1 features, N/A% accuracy
[2026-01-14T20:35:46.023793] [INFO ] [LOCAL     ] ONB: Loaded 1 optimal features with 55.14% confidence from JSON config
[2026-01-14T20:35:46.023833] [DEBUG] [MAG       ] Building data for symbol: ONB with lookback: 0
[2026-01-14T20:35:46.024666] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-14T20:35:46.024726] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-14T20:35:46.040595] [DEBUG] [MAG       ] INMD: Last date is validated at 2026-01-14
[2026-01-14T20:35:46.053217] [INFO ] [LOCAL     ] VNQI: Saved forecast.
[2026-01-14T20:35:46.053317] [INFO ] [main      ] VNQI: Signal=1 (Conf=100.0%), Magnitude=-0.85% (Conf=63.1963%)
[2026-01-14T20:35:46.053679] [INFO ] [main      ] Fetching symbol history for SPB...
[2026-01-14T20:35:46.053732] [DEBUG] [REMOTE    ] SPB: Fetching historical data.
[2026-01-14T20:35:46.055534] [INFO ] [main      ] Progress: 29/419 forecasts completed (6.9%). VNQI finished in 0.6s. ETA: 1m 15s. Rate: 310.42 forecasts/min
[2026-01-14T20:35:46.065322] [DEBUG] [REMOTE    ] SPB: Successfully parsed 300 rows of historical data.
[2026-01-14T20:35:46.066111] [DEBUG] [LOCAL     ] Loaded configuration for SPB: 6 features, N/A% accuracy
[2026-01-14T20:35:46.066164] [INFO ] [LOCAL     ] SPB: Loaded 6 optimal features with 40.52% confidence from JSON config
[2026-01-14T20:35:46.066198] [DEBUG] [MAG       ] Building data for symbol: SPB with lookback: 0
[2026-01-14T20:35:46.067044] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-14T20:35:46.067107] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:35:46.068876] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:35:46.069390] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:35:46.069816] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-14T20:35:46.070740] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-14T20:35:46.072382] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2026-01-14T20:35:46.073463] [DEBUG] [MAG       ] IEP: Last date is validated at 2026-01-14
[2026-01-14T20:35:46.073811] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:35:46.074353] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:35:46.228902] [DEBUG] [MAG       ] INMD: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:35:46.243263] [DEBUG] [MAG       ] IEP: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:35:46.295991] [INFO ] [LOCAL     ] INMD: Saved forecast.
[2026-01-14T20:35:46.296067] [INFO ] [main      ] INMD: Signal=1 (Conf=100.0%), Magnitude=-0.37% (Conf=59.1717%)
[2026-01-14T20:35:46.296435] [INFO ] [main      ] Fetching symbol history for UPLD...
[2026-01-14T20:35:46.296486] [DEBUG] [REMOTE    ] UPLD: Fetching historical data.
[2026-01-14T20:35:46.296682] [INFO ] [main      ] Progress: 30/419 forecasts completed (7.2%). INMD finished in 0.6s. ETA: 1m 16s. Rate: 307.88 forecasts/min
[2026-01-14T20:35:46.303762] [INFO ] [LOCAL     ] IEP: Saved forecast.
[2026-01-14T20:35:46.303835] [INFO ] [main      ] IEP: Signal=1 (Conf=100.0%), Magnitude=-0.54% (Conf=56.7485%)
[2026-01-14T20:35:46.304234] [INFO ] [main      ] Fetching symbol history for ULCC...
[2026-01-14T20:35:46.304287] [DEBUG] [REMOTE    ] ULCC: Fetching historical data.
[2026-01-14T20:35:46.305627] [INFO ] [main      ] Progress: 31/419 forecasts completed (7.4%). IEP finished in 0.7s. ETA: 1m 13s. Rate: 317.66 forecasts/min
[2026-01-14T20:35:46.312863] [DEBUG] [REMOTE    ] UPLD: Successfully parsed 300 rows of historical data.
[2026-01-14T20:35:46.313870] [DEBUG] [LOCAL     ] Loaded configuration for UPLD: 8 features, N/A% accuracy
[2026-01-14T20:35:46.313931] [INFO ] [LOCAL     ] UPLD: Loaded 8 optimal features with 72.51% confidence from JSON config
[2026-01-14T20:35:46.313964] [DEBUG] [MAG       ] Building data for symbol: UPLD with lookback: 0
[2026-01-14T20:35:46.314916] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-14T20:35:46.314988] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:35:46.316797] [DEBUG] [REMOTE    ] ULCC: Successfully parsed 300 rows of historical data.
[2026-01-14T20:35:46.316836] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:35:46.317424] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-14T20:35:46.317742] [DEBUG] [LOCAL     ] Loaded configuration for ULCC: 1 features, N/A% accuracy
[2026-01-14T20:35:46.317807] [INFO ] [LOCAL     ] ULCC: Loaded 1 optimal features with 50.50% confidence from JSON config
[2026-01-14T20:35:46.317859] [DEBUG] [MAG       ] Building data for symbol: ULCC with lookback: 0
[2026-01-14T20:35:46.318754] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-14T20:35:46.318815] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:35:46.320171] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-14T20:35:46.323901] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:35:46.434661] [DEBUG] [MAG       ] SPB: Last date is validated at 2026-01-14
[2026-01-14T20:35:46.442119] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-14T20:35:46.442288] [DEBUG] [MAG       ] ONB: Last date is validated at 2026-01-14
[2026-01-14T20:35:46.444312] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-14T20:35:46.488540] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2026-01-14T20:35:46.491399] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-14T20:35:46.492651] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:35:46.609037] [DEBUG] [MAG       ] SPB: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:35:46.630782] [DEBUG] [MAG       ] ONB: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:35:46.685459] [DEBUG] [MAG       ] ULCC: Last date is validated at 2026-01-14
[2026-01-14T20:35:46.707288] [INFO ] [LOCAL     ] SPB: Saved forecast.
[2026-01-14T20:35:46.707360] [INFO ] [main      ] SPB: Signal=1 (Conf=100.0%), Magnitude=1.78% (Conf=40.5196%)
[2026-01-14T20:35:46.707730] [INFO ] [main      ] Progress: 32/419 forecasts completed (7.6%). SPB finished in 0.7s. ETA: 1m 16s. Rate: 306.83 forecasts/min
[2026-01-14T20:35:46.707855] [INFO ] [main      ] Fetching symbol history for CNS...
[2026-01-14T20:35:46.707897] [DEBUG] [REMOTE    ] CNS: Fetching historical data.
[2026-01-14T20:35:46.711496] [INFO ] [LOCAL     ] ONB: Saved forecast.
[2026-01-14T20:35:46.711619] [INFO ] [main      ] ONB: Signal=1 (Conf=100.0%), Magnitude=1.28% (Conf=55.1361%)
[2026-01-14T20:35:46.711824] [INFO ] [main      ] Fetching symbol history for AGNCM...
[2026-01-14T20:35:46.711889] [DEBUG] [REMOTE    ] AGNCM: Fetching historical data.
[2026-01-14T20:35:46.712895] [INFO ] [main      ] Progress: 33/419 forecasts completed (7.9%). ONB finished in 0.7s. ETA: 1m 13s. Rate: 316.16 forecasts/min
[2026-01-14T20:35:46.718937] [DEBUG] [REMOTE    ] CNS: Successfully parsed 300 rows of historical data.
[2026-01-14T20:35:46.719825] [DEBUG] [LOCAL     ] Loaded configuration for CNS: 6 features, N/A% accuracy
[2026-01-14T20:35:46.719882] [INFO ] [LOCAL     ] CNS: Loaded 6 optimal features with 55.48% confidence from JSON config
[2026-01-14T20:35:46.719914] [DEBUG] [MAG       ] Building data for symbol: CNS with lookback: 0
[2026-01-14T20:35:46.720726] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-14T20:35:46.720786] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:35:46.723796] [DEBUG] [REMOTE    ] AGNCM: Successfully parsed 300 rows of historical data.
[2026-01-14T20:35:46.724749] [DEBUG] [LOCAL     ] Loaded configuration for AGNCM: 1 features, N/A% accuracy
[2026-01-14T20:35:46.724806] [INFO ] [LOCAL     ] AGNCM: Loaded 1 optimal features with 42.04% confidence from JSON config
[2026-01-14T20:35:46.725159] [DEBUG] [MAG       ] Building data for symbol: AGNCM with lookback: 0
[2026-01-14T20:35:46.726051] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-14T20:35:46.726112] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2026-01-14T20:35:46.727888] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:35:46.729184] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:35:46.729786] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:35:46.733032] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:35:46.733446] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-14T20:35:46.734083] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-14T20:35:46.734782] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:35:46.839535] [DEBUG] [MAG       ] UPLD: Last date is validated at 2026-01-14
[2026-01-14T20:35:46.853167] [DEBUG] [MAG       ] ULCC: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:35:46.915973] [INFO ] [LOCAL     ] ULCC: Saved forecast.
[2026-01-14T20:35:46.916043] [INFO ] [main      ] ULCC: Signal=1 (Conf=100.0%), Magnitude=1.72% (Conf=50.5037%)
[2026-01-14T20:35:46.916388] [INFO ] [main      ] Fetching symbol history for FTHY...
[2026-01-14T20:35:46.916438] [DEBUG] [REMOTE    ] FTHY: Fetching historical data.
[2026-01-14T20:35:46.916671] [INFO ] [main      ] Progress: 34/419 forecasts completed (8.1%). ULCC finished in 0.6s. ETA: 1m 13s. Rate: 315.48 forecasts/min
[2026-01-14T20:35:46.927446] [DEBUG] [REMOTE    ] FTHY: Successfully parsed 300 rows of historical data.
[2026-01-14T20:35:46.928409] [DEBUG] [LOCAL     ] Loaded configuration for FTHY: 3 features, N/A% accuracy
[2026-01-14T20:35:46.928465] [INFO ] [LOCAL     ] FTHY: Loaded 3 optimal features with 48.12% confidence from JSON config
[2026-01-14T20:35:46.928497] [DEBUG] [MAG       ] Building data for symbol: FTHY with lookback: 0
[2026-01-14T20:35:46.929285] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-14T20:35:46.929344] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:35:46.931035] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:35:46.931529] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:35:46.931955] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:35:47.008148] [DEBUG] [MAG       ] UPLD: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:35:47.080067] [INFO ] [LOCAL     ] UPLD: Saved forecast.
[2026-01-14T20:35:47.080149] [INFO ] [main      ] UPLD: Signal=1 (Conf=100.0%), Magnitude=-0.17% (Conf=72.5113%)
[2026-01-14T20:35:47.080675] [INFO ] [main      ] Progress: 35/419 forecasts completed (8.4%). UPLD finished in 0.8s. ETA: 1m 13s. Rate: 316.72 forecasts/min
[2026-01-14T20:35:47.080529] [INFO ] [main      ] Fetching symbol history for AI...
[2026-01-14T20:35:47.080932] [DEBUG] [REMOTE    ] AI: Fetching historical data.
[2026-01-14T20:35:47.081396] [DEBUG] [MAG       ] AGNCM: Last date is validated at 2026-01-14
[2026-01-14T20:35:47.094549] [DEBUG] [MAG       ] CNS: Last date is validated at 2026-01-14
[2026-01-14T20:35:47.095710] [DEBUG] [REMOTE    ] AI: Successfully parsed 300 rows of historical data.
[2026-01-14T20:35:47.096636] [DEBUG] [LOCAL     ] Loaded configuration for AI: 2 features, N/A% accuracy
[2026-01-14T20:35:47.096703] [INFO ] [LOCAL     ] AI: Loaded 2 optimal features with 46.26% confidence from JSON config
[2026-01-14T20:35:47.096736] [DEBUG] [MAG       ] Building data for symbol: AI with lookback: 0
[2026-01-14T20:35:47.097718] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-14T20:35:47.097788] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:35:47.103218] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-14T20:35:47.104226] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:35:47.249630] [DEBUG] [MAG       ] AGNCM: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:35:47.262456] [DEBUG] [MAG       ] CNS: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:35:47.270094] [DEBUG] [MAG       ] FTHY: Last date is validated at 2026-01-14
[2026-01-14T20:35:47.303180] [INFO ] [LOCAL     ] AGNCM: Saved forecast.
[2026-01-14T20:35:47.303251] [INFO ] [main      ] AGNCM: Signal=1 (Conf=100.0%), Magnitude=0.01% (Conf=42.0371%)
[2026-01-14T20:35:47.303589] [INFO ] [main      ] Fetching symbol history for RMBI...
[2026-01-14T20:35:47.303639] [DEBUG] [REMOTE    ] RMBI: Fetching historical data.
[2026-01-14T20:35:47.304503] [INFO ] [main      ] Progress: 36/419 forecasts completed (8.6%). AGNCM finished in 0.6s. ETA: 1m 13s. Rate: 315.13 forecasts/min
[2026-01-14T20:35:47.314814] [DEBUG] [REMOTE    ] RMBI: Successfully parsed 300 rows of historical data.
[2026-01-14T20:35:47.316438] [DEBUG] [LOCAL     ] Loaded configuration for RMBI: 9 features, N/A% accuracy
[2026-01-14T20:35:47.316496] [INFO ] [LOCAL     ] RMBI: Loaded 9 optimal features with 60.81% confidence from JSON config
[2026-01-14T20:35:47.316530] [DEBUG] [MAG       ] Building data for symbol: RMBI with lookback: 0
[2026-01-14T20:35:47.317365] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-14T20:35:47.317432] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:35:47.319252] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:35:47.319800] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:35:47.320268] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-14T20:35:47.321087] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-14T20:35:47.321951] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-14T20:35:47.354936] [INFO ] [LOCAL     ] CNS: Saved forecast.
[2026-01-14T20:35:47.355007] [INFO ] [main      ] CNS: Signal=1 (Conf=100.0%), Magnitude=1.17% (Conf=55.4765%)
[2026-01-14T20:35:47.355167] [INFO ] [main      ] Fetching symbol history for MYN...
[2026-01-14T20:35:47.355210] [DEBUG] [REMOTE    ] MYN: Fetching historical data.
[2026-01-14T20:35:47.355878] [INFO ] [main      ] Progress: 37/419 forecasts completed (8.8%). CNS finished in 0.6s. ETA: 1m 11s. Rate: 321.48 forecasts/min
[2026-01-14T20:35:47.363875] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-14T20:35:47.365121] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-14T20:35:47.365818] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-14T20:35:47.365952] [DEBUG] [REMOTE    ] MYN: Successfully parsed 300 rows of historical data.
[2026-01-14T20:35:47.367027] [DEBUG] [LOCAL     ] Loaded configuration for MYN: 6 features, N/A% accuracy
[2026-01-14T20:35:47.367082] [INFO ] [LOCAL     ] MYN: Loaded 6 optimal features with 48.66% confidence from JSON config
[2026-01-14T20:35:47.367117] [DEBUG] [MAG       ] Building data for symbol: MYN with lookback: 0
[2026-01-14T20:35:47.367441] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:35:47.368002] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-14T20:35:47.368066] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:35:47.369858] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:35:47.370376] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:35:47.370799] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-14T20:35:47.371718] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-14T20:35:47.374183] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-14T20:35:47.375859] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:35:47.439905] [DEBUG] [MAG       ] AI: Last date is validated at 2026-01-14
[2026-01-14T20:35:47.440731] [DEBUG] [MAG       ] FTHY: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:35:47.494870] [INFO ] [LOCAL     ] FTHY: Saved forecast.
[2026-01-14T20:35:47.494939] [INFO ] [main      ] FTHY: Signal=1 (Conf=100.0%), Magnitude=-0.59% (Conf=48.1242%)
[2026-01-14T20:35:47.495101] [INFO ] [main      ] Fetching symbol history for EMBC...
[2026-01-14T20:35:47.495144] [DEBUG] [REMOTE    ] EMBC: Fetching historical data.
[2026-01-14T20:35:47.495927] [INFO ] [main      ] Progress: 38/419 forecasts completed (9.1%). FTHY finished in 0.6s. ETA: 1m 11s. Rate: 323.60 forecasts/min
[2026-01-14T20:35:47.507323] [DEBUG] [REMOTE    ] EMBC: Successfully parsed 300 rows of historical data.
[2026-01-14T20:35:47.508130] [DEBUG] [LOCAL     ] Loaded configuration for EMBC: 1 features, N/A% accuracy
[2026-01-14T20:35:47.508186] [INFO ] [LOCAL     ] EMBC: Loaded 1 optimal features with 57.23% confidence from JSON config
[2026-01-14T20:35:47.508219] [DEBUG] [MAG       ] Building data for symbol: EMBC with lookback: 0
[2026-01-14T20:35:47.509016] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-14T20:35:47.509073] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2026-01-14T20:35:47.510631] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:35:47.610954] [DEBUG] [MAG       ] AI: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:35:47.702290] [INFO ] [LOCAL     ] AI: Saved forecast.
[2026-01-14T20:35:47.702360] [INFO ] [main      ] AI: Signal=1 (Conf=100.0%), Magnitude=-7.76% (Conf=46.2614%)
[2026-01-14T20:35:47.702718] [INFO ] [main      ] Fetching symbol history for NTRB...
[2026-01-14T20:35:47.702769] [DEBUG] [REMOTE    ] NTRB: Fetching historical data.
[2026-01-14T20:35:47.703673] [INFO ] [main      ] Progress: 39/419 forecasts completed (9.3%). AI finished in 0.6s. ETA: 1m 11s. Rate: 322.61 forecasts/min
[2026-01-14T20:35:47.716076] [DEBUG] [REMOTE    ] NTRB: Successfully parsed 300 rows of historical data.
[2026-01-14T20:35:47.717388] [DEBUG] [LOCAL     ] Loaded configuration for NTRB: 4 features, N/A% accuracy
[2026-01-14T20:35:47.717440] [INFO ] [LOCAL     ] NTRB: Loaded 4 optimal features with 46.21% confidence from JSON config
[2026-01-14T20:35:47.717472] [DEBUG] [MAG       ] Building data for symbol: NTRB with lookback: 0
[2026-01-14T20:35:47.718277] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-14T20:35:47.718337] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-14T20:35:47.719212] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-14T20:35:47.719703] [DEBUG] [MAG       ] RMBI: Last date is validated at 2026-01-14
[2026-01-14T20:35:47.727902] [DEBUG] [MAG       ] MYN: Last date is validated at 2026-01-14
[2026-01-14T20:35:47.759395] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-14T20:35:47.760477] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-14T20:35:47.763564] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:35:47.865697] [DEBUG] [MAG       ] EMBC: Last date is validated at 2026-01-14
[2026-01-14T20:35:47.901691] [DEBUG] [MAG       ] RMBI: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:35:47.904239] [DEBUG] [MAG       ] MYN: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:35:47.961171] [INFO ] [LOCAL     ] MYN: Saved forecast.
[2026-01-14T20:35:47.961239] [INFO ] [main      ] MYN: Signal=1 (Conf=100.0%), Magnitude=0.32% (Conf=48.6561%)
[2026-01-14T20:35:47.961656] [INFO ] [main      ] Fetching symbol history for IZEA...
[2026-01-14T20:35:47.961709] [DEBUG] [REMOTE    ] IZEA: Fetching historical data.
[2026-01-14T20:35:47.961738] [INFO ] [main      ] Progress: 40/419 forecasts completed (9.5%). MYN finished in 0.6s. ETA: 1m 11s. Rate: 319.51 forecasts/min
[2026-01-14T20:35:47.972217] [DEBUG] [REMOTE    ] IZEA: Successfully parsed 300 rows of historical data.
[2026-01-14T20:35:47.973090] [DEBUG] [LOCAL     ] Loaded configuration for IZEA: 0 features, N/A% accuracy
[2026-01-14T20:35:47.973141] [INFO ] [LOCAL     ] IZEA: Loaded 0 optimal features with 44.67% confidence from JSON config
[2026-01-14T20:35:47.973172] [DEBUG] [MAG       ] Building data for symbol: IZEA with lookback: 0
[2026-01-14T20:35:47.973955] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2026-01-14T20:35:47.977505] [INFO ] [LOCAL     ] RMBI: Saved forecast.
[2026-01-14T20:35:47.977615] [INFO ] [main      ] RMBI: Signal=1 (Conf=100.0%), Magnitude=2.06% (Conf=60.8079%)
[2026-01-14T20:35:47.977845] [INFO ] [main      ] Fetching symbol history for CRTO...
[2026-01-14T20:35:47.977890] [DEBUG] [REMOTE    ] CRTO: Fetching historical data.
[2026-01-14T20:35:47.978898] [INFO ] [main      ] Progress: 41/419 forecasts completed (9.8%). RMBI finished in 0.7s. ETA: 1m 9s. Rate: 326.75 forecasts/min
[2026-01-14T20:35:47.996057] [DEBUG] [REMOTE    ] CRTO: Successfully parsed 300 rows of historical data.
[2026-01-14T20:35:47.997172] [DEBUG] [LOCAL     ] Loaded configuration for CRTO: 5 features, N/A% accuracy
[2026-01-14T20:35:47.997247] [INFO ] [LOCAL     ] CRTO: Loaded 5 optimal features with 68.81% confidence from JSON config
[2026-01-14T20:35:47.997283] [DEBUG] [MAG       ] Building data for symbol: CRTO with lookback: 0
[2026-01-14T20:35:47.998301] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-14T20:35:47.998370] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-14T20:35:48.000382] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-14T20:35:48.040773] [DEBUG] [MAG       ] EMBC: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:35:48.059189] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-14T20:35:48.060331] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-14T20:35:48.065566] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-14T20:35:48.066377] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:35:48.122262] [INFO ] [LOCAL     ] EMBC: Saved forecast.
[2026-01-14T20:35:48.122349] [INFO ] [main      ] EMBC: Signal=1 (Conf=100.0%), Magnitude=4.31% (Conf=57.2327%)
[2026-01-14T20:35:48.123033] [INFO ] [main      ] Fetching symbol history for BLX...
[2026-01-14T20:35:48.123098] [DEBUG] [REMOTE    ] BLX: Fetching historical data.
[2026-01-14T20:35:48.123683] [INFO ] [main      ] Progress: 42/419 forecasts completed (10.0%). EMBC finished in 0.6s. ETA: 1m 9s. Rate: 328.41 forecasts/min
[2026-01-14T20:35:48.132282] [DEBUG] [MAG       ] NTRB: Last date is validated at 2026-01-14
[2026-01-14T20:35:48.136287] [DEBUG] [REMOTE    ] BLX: Successfully parsed 300 rows of historical data.
[2026-01-14T20:35:48.137729] [DEBUG] [LOCAL     ] Loaded configuration for BLX: 1 features, N/A% accuracy
[2026-01-14T20:35:48.137784] [INFO ] [LOCAL     ] BLX: Loaded 1 optimal features with 54.90% confidence from JSON config
[2026-01-14T20:35:48.137816] [DEBUG] [MAG       ] Building data for symbol: BLX with lookback: 0
[2026-01-14T20:35:48.138661] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-14T20:35:48.138733] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-14T20:35:48.139667] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:35:48.326625] [DEBUG] [MAG       ] IZEA: Last date is validated at 2026-01-14
[2026-01-14T20:35:48.327145] [DEBUG] [MAG       ] NTRB: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:35:48.404281] [INFO ] [LOCAL     ] NTRB: Saved forecast.
[2026-01-14T20:35:48.404354] [INFO ] [main      ] NTRB: Signal=1 (Conf=100.0%), Magnitude=-2.73% (Conf=46.2138%)
[2026-01-14T20:35:48.404584] [INFO ] [main      ] Fetching symbol history for EVGO...
[2026-01-14T20:35:48.404646] [DEBUG] [REMOTE    ] EVGO: Fetching historical data.
[2026-01-14T20:35:48.408688] [INFO ] [main      ] Progress: 43/419 forecasts completed (10.3%). NTRB finished in 0.7s. ETA: 1m 10s. Rate: 324.18 forecasts/min
[2026-01-14T20:35:48.419105] [DEBUG] [REMOTE    ] EVGO: Successfully parsed 300 rows of historical data.
[2026-01-14T20:35:48.420041] [DEBUG] [LOCAL     ] Loaded configuration for EVGO: 7 features, N/A% accuracy
[2026-01-14T20:35:48.420094] [INFO ] [LOCAL     ] EVGO: Loaded 7 optimal features with 58.50% confidence from JSON config
[2026-01-14T20:35:48.420127] [DEBUG] [MAG       ] Building data for symbol: EVGO with lookback: 0
[2026-01-14T20:35:48.421007] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-14T20:35:48.421072] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:35:48.426765] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:35:48.428804] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:35:48.429592] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:35:48.430013] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-14T20:35:48.431025] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-14T20:35:48.432779] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-14T20:35:48.433503] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:35:48.442280] [DEBUG] [MAG       ] CRTO: Last date is validated at 2026-01-14
[2026-01-14T20:35:48.487754] [DEBUG] [MAG       ] BLX: Last date is validated at 2026-01-14
[2026-01-14T20:35:48.499532] [DEBUG] [MAG       ] IZEA: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:35:48.554507] [INFO ] [LOCAL     ] IZEA: Saved forecast.
[2026-01-14T20:35:48.554602] [INFO ] [main      ] IZEA: Signal=1 (Conf=100.0%), Magnitude=-3.12% (Conf=44.6694%)
[2026-01-14T20:35:48.554768] [INFO ] [main      ] Fetching symbol history for BKD...
[2026-01-14T20:35:48.554812] [DEBUG] [REMOTE    ] BKD: Fetching historical data.
[2026-01-14T20:35:48.557695] [INFO ] [main      ] Progress: 44/419 forecasts completed (10.5%). IZEA finished in 0.6s. ETA: 1m 9s. Rate: 325.63 forecasts/min
[2026-01-14T20:35:48.568043] [DEBUG] [REMOTE    ] BKD: Successfully parsed 300 rows of historical data.
[2026-01-14T20:35:48.569071] [DEBUG] [LOCAL     ] Loaded configuration for BKD: 9 features, N/A% accuracy
[2026-01-14T20:35:48.569125] [INFO ] [LOCAL     ] BKD: Loaded 9 optimal features with 45.35% confidence from JSON config
[2026-01-14T20:35:48.569159] [DEBUG] [MAG       ] Building data for symbol: BKD with lookback: 0
[2026-01-14T20:35:48.570143] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-14T20:35:48.570210] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:35:48.575850] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:35:48.578239] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:35:48.578800] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:35:48.579435] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:35:48.579885] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-14T20:35:48.580798] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-14T20:35:48.582557] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-14T20:35:48.625135] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-14T20:35:48.626537] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:35:48.641613] [DEBUG] [MAG       ] CRTO: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:35:48.663076] [DEBUG] [MAG       ] BLX: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:35:48.741795] [INFO ] [LOCAL     ] BLX: Saved forecast.
[2026-01-14T20:35:48.741866] [INFO ] [main      ] BLX: Signal=1 (Conf=100.0%), Magnitude=0.08% (Conf=54.8975%)
[2026-01-14T20:35:48.742233] [INFO ] [main      ] Fetching symbol history for GPRK...
[2026-01-14T20:35:48.742282] [DEBUG] [REMOTE    ] GPRK: Fetching historical data.
[2026-01-14T20:35:48.742283] [INFO ] [main      ] Progress: 45/419 forecasts completed (10.7%). BLX finished in 0.6s. ETA: 1m 9s. Rate: 325.61 forecasts/min
[2026-01-14T20:35:48.742185] [INFO ] [LOCAL     ] CRTO: Saved forecast.
[2026-01-14T20:35:48.742424] [INFO ] [main      ] CRTO: Signal=1 (Conf=100.0%), Magnitude=0.82% (Conf=68.8112%)
[2026-01-14T20:35:48.742802] [INFO ] [main      ] Progress: 46/419 forecasts completed (11.0%). CRTO finished in 0.8s. ETA: 1m 7s. Rate: 332.83 forecasts/min
[2026-01-14T20:35:48.743123] [INFO ] [main      ] Fetching symbol history for ANDE...
[2026-01-14T20:35:48.743170] [DEBUG] [REMOTE    ] ANDE: Fetching historical data.
[2026-01-14T20:35:48.753379] [DEBUG] [REMOTE    ] GPRK: Successfully parsed 300 rows of historical data.
[2026-01-14T20:35:48.754463] [DEBUG] [LOCAL     ] Loaded configuration for GPRK: 1 features, N/A% accuracy
[2026-01-14T20:35:48.754516] [INFO ] [LOCAL     ] GPRK: Loaded 1 optimal features with 39.86% confidence from JSON config
[2026-01-14T20:35:48.754547] [DEBUG] [MAG       ] Building data for symbol: GPRK with lookback: 0
[2026-01-14T20:35:48.754769] [DEBUG] [REMOTE    ] ANDE: Successfully parsed 300 rows of historical data.
[2026-01-14T20:35:48.755441] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-14T20:35:48.755500] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-14T20:35:48.756189] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:35:48.756260] [DEBUG] [LOCAL     ] Loaded configuration for ANDE: 6 features, N/A% accuracy
[2026-01-14T20:35:48.756319] [INFO ] [LOCAL     ] ANDE: Loaded 6 optimal features with 64.97% confidence from JSON config
[2026-01-14T20:35:48.756351] [DEBUG] [MAG       ] Building data for symbol: ANDE with lookback: 0
[2026-01-14T20:35:48.757197] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-14T20:35:48.757262] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-14T20:35:48.758187] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-14T20:35:48.760762] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-14T20:35:48.762423] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-14T20:35:48.765439] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-14T20:35:48.766129] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2026-01-14T20:35:48.772473] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:35:48.832014] [DEBUG] [MAG       ] EVGO: Last date is validated at 2026-01-14
[2026-01-14T20:35:49.005848] [DEBUG] [MAG       ] BKD: Last date is validated at 2026-01-14
[2026-01-14T20:35:49.014700] [DEBUG] [MAG       ] EVGO: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:35:49.082863] [INFO ] [LOCAL     ] EVGO: Saved forecast.
[2026-01-14T20:35:49.082938] [INFO ] [main      ] EVGO: Signal=1 (Conf=100.0%), Magnitude=1.70% (Conf=58.5049%)
[2026-01-14T20:35:49.083362] [INFO ] [main      ] Fetching symbol history for KRG...
[2026-01-14T20:35:49.083418] [DEBUG] [REMOTE    ] KRG: Fetching historical data.
[2026-01-14T20:35:49.084669] [INFO ] [main      ] Progress: 47/419 forecasts completed (11.2%). EVGO finished in 0.7s. ETA: 1m 8s. Rate: 326.60 forecasts/min
[2026-01-14T20:35:49.098627] [DEBUG] [REMOTE    ] KRG: Successfully parsed 300 rows of historical data.
[2026-01-14T20:35:49.099742] [DEBUG] [LOCAL     ] Loaded configuration for KRG: 10 features, N/A% accuracy
[2026-01-14T20:35:49.099800] [INFO ] [LOCAL     ] KRG: Loaded 10 optimal features with 66.02% confidence from JSON config
[2026-01-14T20:35:49.099986] [DEBUG] [MAG       ] Building data for symbol: KRG with lookback: 0
[2026-01-14T20:35:49.100296] [DEBUG] [MAG       ] GPRK: Last date is validated at 2026-01-14
[2026-01-14T20:35:49.100875] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2026-01-14T20:35:49.100943] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-14T20:35:49.103490] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-14T20:35:49.105216] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-14T20:35:49.135778] [DEBUG] [MAG       ] ANDE: Last date is validated at 2026-01-14
[2026-01-14T20:35:49.187456] [DEBUG] [MAG       ] BKD: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:35:49.196614] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-14T20:35:49.199060] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-14T20:35:49.199850] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-14T20:35:49.200728] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:35:49.203027] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:35:49.203701] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-14T20:35:49.205295] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-14T20:35:49.208019] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:35:49.255431] [INFO ] [LOCAL     ] BKD: Saved forecast.
[2026-01-14T20:35:49.255505] [INFO ] [main      ] BKD: Signal=1 (Conf=100.0%), Magnitude=-0.10% (Conf=45.348%)
[2026-01-14T20:35:49.256157] [INFO ] [main      ] Fetching symbol history for NVD...
[2026-01-14T20:35:49.256211] [DEBUG] [REMOTE    ] NVD: Fetching historical data.
[2026-01-14T20:35:49.257693] [INFO ] [main      ] Progress: 48/419 forecasts completed (11.5%). BKD finished in 0.7s. ETA: 1m 8s. Rate: 327.00 forecasts/min
[2026-01-14T20:35:49.265866] [DEBUG] [MAG       ] GPRK: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:35:49.268465] [DEBUG] [REMOTE    ] NVD: Successfully parsed 300 rows of historical data.
[2026-01-14T20:35:49.269381] [DEBUG] [LOCAL     ] Loaded configuration for NVD: 4 features, N/A% accuracy
[2026-01-14T20:35:49.269440] [INFO ] [LOCAL     ] NVD: Loaded 4 optimal features with 62.99% confidence from JSON config
[2026-01-14T20:35:49.269473] [DEBUG] [MAG       ] Building data for symbol: NVD with lookback: 0
[2026-01-14T20:35:49.270302] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-14T20:35:49.270365] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:35:49.275349] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:35:49.277171] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:35:49.277685] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-14T20:35:49.278437] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:35:49.314354] [DEBUG] [MAG       ] ANDE: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:35:49.326464] [INFO ] [LOCAL     ] GPRK: Saved forecast.
[2026-01-14T20:35:49.326531] [INFO ] [main      ] GPRK: Signal=1 (Conf=100.0%), Magnitude=12.08% (Conf=39.8611%)
[2026-01-14T20:35:49.326708] [INFO ] [main      ] Fetching symbol history for KNTK...
[2026-01-14T20:35:49.326752] [DEBUG] [REMOTE    ] KNTK: Fetching historical data.
[2026-01-14T20:35:49.328686] [INFO ] [main      ] Progress: 49/419 forecasts completed (11.7%). GPRK finished in 0.6s. ETA: 1m 7s. Rate: 331.14 forecasts/min
[2026-01-14T20:35:49.338825] [DEBUG] [REMOTE    ] KNTK: Successfully parsed 300 rows of historical data.
[2026-01-14T20:35:49.339666] [DEBUG] [LOCAL     ] Loaded configuration for KNTK: 5 features, N/A% accuracy
[2026-01-14T20:35:49.339730] [INFO ] [LOCAL     ] KNTK: Loaded 5 optimal features with 58.08% confidence from JSON config
[2026-01-14T20:35:49.339769] [DEBUG] [MAG       ] Building data for symbol: KNTK with lookback: 0
[2026-01-14T20:35:49.340518] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-14T20:35:49.340596] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-14T20:35:49.341302] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-14T20:35:49.413146] [INFO ] [LOCAL     ] ANDE: Saved forecast.
[2026-01-14T20:35:49.413220] [INFO ] [main      ] ANDE: Signal=1 (Conf=100.0%), Magnitude=-2.79% (Conf=64.9657%)
[2026-01-14T20:35:49.413627] [INFO ] [main      ] Progress: 50/419 forecasts completed (11.9%). ANDE finished in 0.7s. ETA: 1m 6s. Rate: 334.69 forecasts/min
[2026-01-14T20:35:49.413834] [INFO ] [main      ] Fetching symbol history for ERO...
[2026-01-14T20:35:49.413880] [DEBUG] [REMOTE    ] ERO: Fetching historical data.
[2026-01-14T20:35:49.416932] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2026-01-14T20:35:49.418532] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-14T20:35:49.419651] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2026-01-14T20:35:49.425381] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:35:49.426138] [DEBUG] [REMOTE    ] ERO: Successfully parsed 300 rows of historical data.
[2026-01-14T20:35:49.427260] [DEBUG] [LOCAL     ] Loaded configuration for ERO: 6 features, N/A% accuracy
[2026-01-14T20:35:49.427314] [INFO ] [LOCAL     ] ERO: Loaded 6 optimal features with 63.20% confidence from JSON config
[2026-01-14T20:35:49.427348] [DEBUG] [MAG       ] Building data for symbol: ERO with lookback: 0
[2026-01-14T20:35:49.428254] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-14T20:35:49.428319] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:35:49.433409] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:35:49.435336] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:35:49.435861] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-14T20:35:49.436562] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-14T20:35:49.437670] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-14T20:35:49.440546] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:35:49.575686] [DEBUG] [MAG       ] KRG: Last date is validated at 2026-01-14
[2026-01-14T20:35:49.664470] [DEBUG] [MAG       ] NVD: Last date is validated at 2026-01-14
[2026-01-14T20:35:49.764765] [DEBUG] [MAG       ] KRG: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:35:49.766920] [DEBUG] [MAG       ] KNTK: Last date is validated at 2026-01-14
[2026-01-14T20:35:49.830467] [DEBUG] [MAG       ] ERO: Last date is validated at 2026-01-14
[2026-01-14T20:35:49.849362] [INFO ] [LOCAL     ] KRG: Saved forecast.
[2026-01-14T20:35:49.849448] [INFO ] [main      ] KRG: Signal=1 (Conf=100.0%), Magnitude=-1.43% (Conf=66.0151%)
[2026-01-14T20:35:49.849917] [INFO ] [main      ] Fetching symbol history for FG...
[2026-01-14T20:35:49.849981] [DEBUG] [REMOTE    ] FG: Fetching historical data.
[2026-01-14T20:35:49.851654] [INFO ] [main      ] Progress: 51/419 forecasts completed (12.2%). KRG finished in 0.8s. ETA: 1m 8s. Rate: 325.48 forecasts/min
[2026-01-14T20:35:49.861748] [DEBUG] [MAG       ] NVD: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:35:49.864437] [DEBUG] [REMOTE    ] FG: Successfully parsed 300 rows of historical data.
[2026-01-14T20:35:49.865740] [DEBUG] [LOCAL     ] Loaded configuration for FG: 3 features, N/A% accuracy
[2026-01-14T20:35:49.865800] [INFO ] [LOCAL     ] FG: Loaded 3 optimal features with 52.95% confidence from JSON config
[2026-01-14T20:35:49.865837] [DEBUG] [MAG       ] Building data for symbol: FG with lookback: 0
[2026-01-14T20:35:49.866704] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-14T20:35:49.867108] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:35:49.869219] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:35:49.869824] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-14T20:35:49.871954] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:35:49.937782] [DEBUG] [MAG       ] KNTK: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:35:49.993910] [INFO ] [LOCAL     ] NVD: Saved forecast.
[2026-01-14T20:35:49.994000] [INFO ] [main      ] NVD: Signal=1 (Conf=100.0%), Magnitude=5.73% (Conf=62.9905%)
[2026-01-14T20:35:49.994487] [INFO ] [main      ] Fetching symbol history for RMBS...
[2026-01-14T20:35:49.994554] [DEBUG] [REMOTE    ] RMBS: Fetching historical data.
[2026-01-14T20:35:49.995658] [INFO ] [main      ] Progress: 52/419 forecasts completed (12.4%). NVD finished in 0.7s. ETA: 1m 7s. Rate: 326.86 forecasts/min
[2026-01-14T20:35:50.006170] [DEBUG] [MAG       ] ERO: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:35:50.008320] [DEBUG] [REMOTE    ] RMBS: Successfully parsed 300 rows of historical data.
[2026-01-14T20:35:50.009564] [DEBUG] [LOCAL     ] Loaded configuration for RMBS: 8 features, N/A% accuracy
[2026-01-14T20:35:50.010261] [INFO ] [LOCAL     ] RMBS: Loaded 8 optimal features with 48.47% confidence from JSON config
[2026-01-14T20:35:50.010299] [DEBUG] [MAG       ] Building data for symbol: RMBS with lookback: 0
[2026-01-14T20:35:50.011393] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-14T20:35:50.011457] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:35:50.018764] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:35:50.021031] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:35:50.021503] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:35:50.022126] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-14T20:35:50.023062] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-14T20:35:50.023935] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-14T20:35:50.025376] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-14T20:35:50.030389] [INFO ] [LOCAL     ] KNTK: Saved forecast.
[2026-01-14T20:35:50.030459] [INFO ] [main      ] KNTK: Signal=1 (Conf=100.0%), Magnitude=2.86% (Conf=58.0805%)
[2026-01-14T20:35:50.030482] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:35:50.030814] [INFO ] [main      ] Fetching symbol history for DBX...
[2026-01-14T20:35:50.030876] [DEBUG] [REMOTE    ] DBX: Fetching historical data.
[2026-01-14T20:35:50.031861] [INFO ] [main      ] Progress: 53/419 forecasts completed (12.6%). KNTK finished in 0.7s. ETA: 1m 6s. Rate: 331.89 forecasts/min
[2026-01-14T20:35:50.045418] [DEBUG] [REMOTE    ] DBX: Successfully parsed 300 rows of historical data.
[2026-01-14T20:35:50.047045] [DEBUG] [LOCAL     ] Loaded configuration for DBX: 4 features, N/A% accuracy
[2026-01-14T20:35:50.047100] [INFO ] [LOCAL     ] DBX: Loaded 4 optimal features with 50.06% confidence from JSON config
[2026-01-14T20:35:50.047134] [DEBUG] [MAG       ] Building data for symbol: DBX with lookback: 0
[2026-01-14T20:35:50.048000] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-14T20:35:50.048063] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-14T20:35:50.048851] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-14T20:35:50.088380] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-14T20:35:50.091719] [INFO ] [LOCAL     ] ERO: Saved forecast.
[2026-01-14T20:35:50.091788] [INFO ] [main      ] ERO: Signal=1 (Conf=100.0%), Magnitude=-0.65% (Conf=63.2%)
[2026-01-14T20:35:50.092139] [INFO ] [main      ] Progress: 54/419 forecasts completed (12.9%). ERO finished in 0.7s. ETA: 1m 5s. Rate: 336.03 forecasts/min
[2026-01-14T20:35:50.092263] [INFO ] [main      ] Fetching symbol history for CVNA...
[2026-01-14T20:35:50.092305] [DEBUG] [REMOTE    ] CVNA: Fetching historical data.
[2026-01-14T20:35:50.103174] [DEBUG] [REMOTE    ] CVNA: Successfully parsed 300 rows of historical data.
[2026-01-14T20:35:50.104149] [DEBUG] [LOCAL     ] Loaded configuration for CVNA: 3 features, N/A% accuracy
[2026-01-14T20:35:50.104201] [INFO ] [LOCAL     ] CVNA: Loaded 3 optimal features with 54.80% confidence from JSON config
[2026-01-14T20:35:50.104232] [DEBUG] [MAG       ] Building data for symbol: CVNA with lookback: 0
[2026-01-14T20:35:50.105010] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-14T20:35:50.105070] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:35:50.110146] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-14T20:35:50.111097] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-14T20:35:50.112458] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:35:50.138679] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2026-01-14T20:35:50.141226] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:35:50.254539] [DEBUG] [MAG       ] FG: Last date is validated at 2026-01-14
[2026-01-14T20:35:50.389100] [DEBUG] [MAG       ] RMBS: Last date is validated at 2026-01-14
[2026-01-14T20:35:50.440880] [DEBUG] [MAG       ] FG: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:35:50.456130] [DEBUG] [MAG       ] CVNA: Last date is validated at 2026-01-14
[2026-01-14T20:35:50.495806] [DEBUG] [MAG       ] DBX: Last date is validated at 2026-01-14
[2026-01-14T20:35:50.539340] [INFO ] [LOCAL     ] FG: Saved forecast.
[2026-01-14T20:35:50.539440] [INFO ] [main      ] FG: Signal=1 (Conf=100.0%), Magnitude=-0.11% (Conf=52.9485%)
[2026-01-14T20:35:50.539989] [INFO ] [main      ] Fetching symbol history for NAVI...
[2026-01-14T20:35:50.540046] [DEBUG] [REMOTE    ] NAVI: Fetching historical data.
[2026-01-14T20:35:50.540037] [INFO ] [main      ] Progress: 55/419 forecasts completed (13.1%). FG finished in 0.7s. ETA: 1m 7s. Rate: 327.06 forecasts/min
[2026-01-14T20:35:50.555235] [DEBUG] [REMOTE    ] NAVI: Successfully parsed 300 rows of historical data.
[2026-01-14T20:35:50.556743] [DEBUG] [LOCAL     ] Loaded configuration for NAVI: 7 features, N/A% accuracy
[2026-01-14T20:35:50.556800] [INFO ] [LOCAL     ] NAVI: Loaded 7 optimal features with 74.53% confidence from JSON config
[2026-01-14T20:35:50.556832] [DEBUG] [MAG       ] Building data for symbol: NAVI with lookback: 0
[2026-01-14T20:35:50.557729] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-14T20:35:50.557792] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:35:50.563068] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:35:50.565130] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:35:50.565635] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-14T20:35:50.566532] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-14T20:35:50.569038] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-14T20:35:50.571335] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-14T20:35:50.573917] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:35:50.577302] [DEBUG] [MAG       ] RMBS: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:35:50.627432] [DEBUG] [MAG       ] CVNA: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:35:50.663220] [DEBUG] [MAG       ] DBX: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:35:50.696320] [INFO ] [LOCAL     ] RMBS: Saved forecast.
[2026-01-14T20:35:50.696393] [INFO ] [main      ] RMBS: Signal=1 (Conf=100.0%), Magnitude=9.40% (Conf=48.4655%)
[2026-01-14T20:35:50.696808] [INFO ] [main      ] Fetching symbol history for BHRB...
[2026-01-14T20:35:50.696862] [DEBUG] [REMOTE    ] BHRB: Fetching historical data.
[2026-01-14T20:35:50.696851] [INFO ] [main      ] Progress: 56/419 forecasts completed (13.4%). RMBS finished in 0.7s. ETA: 1m 6s. Rate: 327.91 forecasts/min
[2026-01-14T20:35:50.708123] [DEBUG] [REMOTE    ] BHRB: Successfully parsed 300 rows of historical data.
[2026-01-14T20:35:50.708975] [DEBUG] [LOCAL     ] Loaded configuration for BHRB: 5 features, N/A% accuracy
[2026-01-14T20:35:50.709026] [INFO ] [LOCAL     ] BHRB: Loaded 5 optimal features with 52.06% confidence from JSON config
[2026-01-14T20:35:50.709068] [DEBUG] [MAG       ] Building data for symbol: BHRB with lookback: 0
[2026-01-14T20:35:50.709870] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-14T20:35:50.709930] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:35:50.711622] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:35:50.712127] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:35:50.712512] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-14T20:35:50.713407] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-14T20:35:50.744237] [INFO ] [LOCAL     ] DBX: Saved forecast.
[2026-01-14T20:35:50.744307] [INFO ] [main      ] DBX: Signal=1 (Conf=100.0%), Magnitude=-2.52% (Conf=50.0608%)
[2026-01-14T20:35:50.744470] [INFO ] [main      ] Fetching symbol history for OSS...
[2026-01-14T20:35:50.744513] [DEBUG] [REMOTE    ] OSS: Fetching historical data.
[2026-01-14T20:35:50.745199] [INFO ] [main      ] Progress: 57/419 forecasts completed (13.6%). DBX finished in 0.7s. ETA: 1m 5s. Rate: 332.20 forecasts/min
[2026-01-14T20:35:50.755648] [DEBUG] [REMOTE    ] OSS: Successfully parsed 300 rows of historical data.
[2026-01-14T20:35:50.756515] [DEBUG] [LOCAL     ] Loaded configuration for OSS: 5 features, N/A% accuracy
[2026-01-14T20:35:50.756566] [INFO ] [LOCAL     ] OSS: Loaded 5 optimal features with 53.09% confidence from JSON config
[2026-01-14T20:35:50.756622] [DEBUG] [MAG       ] Building data for symbol: OSS with lookback: 0
[2026-01-14T20:35:50.757399] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-14T20:35:50.757458] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:35:50.762326] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:35:50.764098] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:35:50.764598] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:35:50.764989] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-14T20:35:50.765665] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:35:50.798702] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:35:50.806601] [INFO ] [LOCAL     ] CVNA: Saved forecast.
[2026-01-14T20:35:50.806673] [INFO ] [main      ] CVNA: Signal=1 (Conf=100.0%), Magnitude=5.30% (Conf=54.7966%)
[2026-01-14T20:35:50.806835] [INFO ] [main      ] Fetching symbol history for EDF...
[2026-01-14T20:35:50.806878] [DEBUG] [REMOTE    ] EDF: Fetching historical data.
[2026-01-14T20:35:50.807885] [INFO ] [main      ] Progress: 58/419 forecasts completed (13.8%). CVNA finished in 0.7s. ETA: 1m 4s. Rate: 335.98 forecasts/min
[2026-01-14T20:35:50.818690] [DEBUG] [REMOTE    ] EDF: Successfully parsed 300 rows of historical data.
[2026-01-14T20:35:50.821080] [DEBUG] [LOCAL     ] Loaded configuration for EDF: 7 features, N/A% accuracy
[2026-01-14T20:35:50.821138] [INFO ] [LOCAL     ] EDF: Loaded 7 optimal features with 20.09% confidence from JSON config
[2026-01-14T20:35:50.821171] [DEBUG] [MAG       ] Building data for symbol: EDF with lookback: 0
[2026-01-14T20:35:50.821974] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-14T20:35:50.822036] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:35:50.826834] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-14T20:35:50.829291] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-14T20:35:50.830460] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:35:50.832483] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:35:50.833225] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-14T20:35:50.834542] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-14T20:35:50.836633] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:35:50.947695] [DEBUG] [MAG       ] NAVI: Last date is validated at 2026-01-14
[2026-01-14T20:35:51.103677] [DEBUG] [MAG       ] OSS: Last date is validated at 2026-01-14
[2026-01-14T20:35:51.134176] [DEBUG] [MAG       ] NAVI: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:35:51.162460] [DEBUG] [MAG       ] BHRB: Last date is validated at 2026-01-14
[2026-01-14T20:35:51.195004] [DEBUG] [MAG       ] EDF: Last date is validated at 2026-01-14
[2026-01-14T20:35:51.220623] [INFO ] [LOCAL     ] NAVI: Saved forecast.
[2026-01-14T20:35:51.220706] [INFO ] [main      ] NAVI: Signal=1 (Conf=100.0%), Magnitude=-0.05% (Conf=74.5298%)
[2026-01-14T20:35:51.221140] [INFO ] [main      ] Fetching symbol history for IMNN...
[2026-01-14T20:35:51.221200] [DEBUG] [REMOTE    ] IMNN: Fetching historical data.
[2026-01-14T20:35:51.221702] [INFO ] [main      ] Progress: 59/419 forecasts completed (14.1%). NAVI finished in 0.7s. ETA: 1m 6s. Rate: 328.65 forecasts/min
[2026-01-14T20:35:51.237283] [DEBUG] [REMOTE    ] IMNN: Successfully parsed 300 rows of historical data.
[2026-01-14T20:35:51.238521] [DEBUG] [LOCAL     ] Loaded configuration for IMNN: 5 features, N/A% accuracy
[2026-01-14T20:35:51.238595] [INFO ] [LOCAL     ] IMNN: Loaded 5 optimal features with 51.58% confidence from JSON config
[2026-01-14T20:35:51.238631] [DEBUG] [MAG       ] Building data for symbol: IMNN with lookback: 0
[2026-01-14T20:35:51.239853] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-14T20:35:51.239930] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:35:51.245779] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:35:51.247744] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:35:51.248302] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-14T20:35:51.249175] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-14T20:35:51.251013] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:35:51.277749] [DEBUG] [MAG       ] OSS: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:35:51.337387] [DEBUG] [MAG       ] BHRB: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:35:51.364852] [INFO ] [LOCAL     ] OSS: Saved forecast.
[2026-01-14T20:35:51.364947] [INFO ] [main      ] OSS: Signal=1 (Conf=100.0%), Magnitude=-2.55% (Conf=53.0887%)
[2026-01-14T20:35:51.365623] [INFO ] [main      ] Fetching symbol history for PWP...
[2026-01-14T20:35:51.365702] [DEBUG] [REMOTE    ] PWP: Fetching historical data.
[2026-01-14T20:35:51.365680] [INFO ] [main      ] Progress: 60/419 forecasts completed (14.3%). OSS finished in 0.6s. ETA: 1m 5s. Rate: 329.81 forecasts/min
[2026-01-14T20:35:51.377702] [DEBUG] [REMOTE    ] PWP: Successfully parsed 300 rows of historical data.
[2026-01-14T20:35:51.378713] [DEBUG] [LOCAL     ] Loaded configuration for PWP: 3 features, N/A% accuracy
[2026-01-14T20:35:51.378766] [INFO ] [LOCAL     ] PWP: Loaded 3 optimal features with 50.79% confidence from JSON config
[2026-01-14T20:35:51.378797] [DEBUG] [MAG       ] Building data for symbol: PWP with lookback: 0
[2026-01-14T20:35:51.379545] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-14T20:35:51.379624] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-14T20:35:51.379756] [DEBUG] [MAG       ] EDF: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:35:51.380482] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-14T20:35:51.382946] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-14T20:35:51.384118] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:35:51.429024] [INFO ] [LOCAL     ] BHRB: Saved forecast.
[2026-01-14T20:35:51.429097] [INFO ] [main      ] BHRB: Signal=1 (Conf=100.0%), Magnitude=0.30% (Conf=52.0623%)
[2026-01-14T20:35:51.429482] [INFO ] [main      ] Fetching symbol history for INTZ...
[2026-01-14T20:35:51.429534] [DEBUG] [REMOTE    ] INTZ: Fetching historical data.
[2026-01-14T20:35:51.430685] [INFO ] [main      ] Progress: 61/419 forecasts completed (14.6%). BHRB finished in 0.7s. ETA: 1m 4s. Rate: 333.32 forecasts/min
[2026-01-14T20:35:51.441550] [DEBUG] [REMOTE    ] INTZ: Successfully parsed 300 rows of historical data.
[2026-01-14T20:35:51.442657] [DEBUG] [LOCAL     ] Loaded configuration for INTZ: 7 features, N/A% accuracy
[2026-01-14T20:35:51.442711] [INFO ] [LOCAL     ] INTZ: Loaded 7 optimal features with 39.49% confidence from JSON config
[2026-01-14T20:35:51.442773] [DEBUG] [MAG       ] Building data for symbol: INTZ with lookback: 0
[2026-01-14T20:35:51.443552] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-14T20:35:51.443634] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:35:51.448453] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:35:51.450347] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:35:51.450836] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-14T20:35:51.491420] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-14T20:35:51.496005] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-14T20:35:51.497193] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-14T20:35:51.501343] [INFO ] [LOCAL     ] EDF: Saved forecast.
[2026-01-14T20:35:51.501414] [INFO ] [main      ] EDF: Signal=1 (Conf=100.0%), Magnitude=0.35% (Conf=20.0937%)
[2026-01-14T20:35:51.501793] [INFO ] [main      ] Progress: 62/419 forecasts completed (14.8%). EDF finished in 0.7s. ETA: 1m 4s. Rate: 336.60 forecasts/min
[2026-01-14T20:35:51.501920] [INFO ] [main      ] Fetching symbol history for NMAI...
[2026-01-14T20:35:51.501977] [DEBUG] [REMOTE    ] NMAI: Fetching historical data.
[2026-01-14T20:35:51.513615] [DEBUG] [REMOTE    ] NMAI: Successfully parsed 300 rows of historical data.
[2026-01-14T20:35:51.514646] [DEBUG] [LOCAL     ] Loaded configuration for NMAI: 8 features, N/A% accuracy
[2026-01-14T20:35:51.514699] [INFO ] [LOCAL     ] NMAI: Loaded 8 optimal features with 45.97% confidence from JSON config
[2026-01-14T20:35:51.514735] [DEBUG] [MAG       ] Building data for symbol: NMAI with lookback: 0
[2026-01-14T20:35:51.515178] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:35:51.515497] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-14T20:35:51.515561] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:35:51.520951] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:35:51.523223] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:35:51.523802] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:35:51.524305] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-14T20:35:51.527016] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-14T20:35:51.571417] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-14T20:35:51.572759] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2026-01-14T20:35:51.574494] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:35:51.614861] [DEBUG] [MAG       ] IMNN: Last date is validated at 2026-01-14
[2026-01-14T20:35:51.721754] [DEBUG] [MAG       ] PWP: Last date is validated at 2026-01-14
[2026-01-14T20:35:51.784323] [DEBUG] [MAG       ] IMNN: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:35:51.850797] [DEBUG] [MAG       ] INTZ: Last date is validated at 2026-01-14
[2026-01-14T20:35:51.889981] [DEBUG] [MAG       ] PWP: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:35:51.898076] [INFO ] [LOCAL     ] IMNN: Saved forecast.
[2026-01-14T20:35:51.898142] [INFO ] [main      ] IMNN: Signal=1 (Conf=100.0%), Magnitude=97.03% (Conf=51.5751%)
[2026-01-14T20:35:51.898513] [INFO ] [main      ] Fetching symbol history for CMRE...
[2026-01-14T20:35:51.898564] [DEBUG] [REMOTE    ] CMRE: Fetching historical data.
[2026-01-14T20:35:51.899660] [INFO ] [main      ] Progress: 63/419 forecasts completed (15.0%). IMNN finished in 0.7s. ETA: 1m 5s. Rate: 330.15 forecasts/min
[2026-01-14T20:35:51.911954] [DEBUG] [REMOTE    ] CMRE: Successfully parsed 300 rows of historical data.
[2026-01-14T20:35:51.913125] [DEBUG] [LOCAL     ] Loaded configuration for CMRE: 7 features, N/A% accuracy
[2026-01-14T20:35:51.913174] [INFO ] [LOCAL     ] CMRE: Loaded 7 optimal features with 49.75% confidence from JSON config
[2026-01-14T20:35:51.913205] [DEBUG] [MAG       ] Building data for symbol: CMRE with lookback: 0
[2026-01-14T20:35:51.913975] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-14T20:35:51.914036] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:35:51.919636] [DEBUG] [MAG       ] NMAI: Last date is validated at 2026-01-14
[2026-01-14T20:35:51.919630] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-14T20:35:51.922404] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-14T20:35:51.969952] [INFO ] [LOCAL     ] PWP: Saved forecast.
[2026-01-14T20:35:51.970015] [INFO ] [main      ] PWP: Signal=1 (Conf=90.0%), Magnitude=3.88% (Conf=50.7922%)
[2026-01-14T20:35:51.970363] [INFO ] [main      ] Fetching symbol history for SCL...
[2026-01-14T20:35:51.970413] [DEBUG] [REMOTE    ] SCL: Fetching historical data.
[2026-01-14T20:35:51.971670] [INFO ] [main      ] Progress: 64/419 forecasts completed (15.3%). PWP finished in 0.6s. ETA: 1m 4s. Rate: 333.29 forecasts/min
[2026-01-14T20:35:51.981355] [DEBUG] [REMOTE    ] SCL: Successfully parsed 300 rows of historical data.
[2026-01-14T20:35:51.982208] [DEBUG] [LOCAL     ] Loaded configuration for SCL: 3 features, N/A% accuracy
[2026-01-14T20:35:51.982257] [INFO ] [LOCAL     ] SCL: Loaded 3 optimal features with 53.92% confidence from JSON config
[2026-01-14T20:35:51.982310] [DEBUG] [MAG       ] Building data for symbol: SCL with lookback: 0
[2026-01-14T20:35:51.983099] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-14T20:35:51.983160] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-14T20:35:51.984053] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-14T20:35:52.020807] [DEBUG] [MAG       ] INTZ: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:35:52.032832] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-14T20:35:52.033553] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:35:52.034035] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-14T20:35:52.035886] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-14T20:35:52.085223] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-14T20:35:52.088031] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-14T20:35:52.089069] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:35:52.093150] [DEBUG] [MAG       ] NMAI: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:35:52.097549] [INFO ] [LOCAL     ] INTZ: Saved forecast.
[2026-01-14T20:35:52.097688] [INFO ] [main      ] INTZ: Signal=1 (Conf=90.0%), Magnitude=-27.74% (Conf=39.4929%)
[2026-01-14T20:35:52.098079] [INFO ] [main      ] Fetching symbol history for GL...
[2026-01-14T20:35:52.098133] [DEBUG] [REMOTE    ] GL: Fetching historical data.
[2026-01-14T20:35:52.099648] [INFO ] [main      ] Progress: 65/419 forecasts completed (15.5%). INTZ finished in 0.7s. ETA: 1m 3s. Rate: 334.78 forecasts/min
[2026-01-14T20:35:52.110049] [DEBUG] [REMOTE    ] GL: Successfully parsed 300 rows of historical data.
[2026-01-14T20:35:52.111180] [DEBUG] [LOCAL     ] Loaded configuration for GL: 2 features, N/A% accuracy
[2026-01-14T20:35:52.111233] [INFO ] [LOCAL     ] GL: Loaded 2 optimal features with 50.10% confidence from JSON config
[2026-01-14T20:35:52.111266] [DEBUG] [MAG       ] Building data for symbol: GL with lookback: 0
[2026-01-14T20:35:52.112142] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-14T20:35:52.112203] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:35:52.117260] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-14T20:35:52.119147] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:35:52.157807] [INFO ] [LOCAL     ] NMAI: Saved forecast.
[2026-01-14T20:35:52.157888] [INFO ] [main      ] NMAI: Signal=1 (Conf=90.0%), Magnitude=-0.02% (Conf=45.9679%)
[2026-01-14T20:35:52.158241] [INFO ] [main      ] Progress: 66/419 forecasts completed (15.8%). NMAI finished in 0.7s. ETA: 1m 3s. Rate: 338.23 forecasts/min
[2026-01-14T20:35:52.158365] [INFO ] [main      ] Fetching symbol history for KURA...
[2026-01-14T20:35:52.158408] [DEBUG] [REMOTE    ] KURA: Fetching historical data.
[2026-01-14T20:35:52.169624] [DEBUG] [REMOTE    ] KURA: Successfully parsed 300 rows of historical data.
[2026-01-14T20:35:52.170626] [DEBUG] [LOCAL     ] Loaded configuration for KURA: 2 features, N/A% accuracy
[2026-01-14T20:35:52.170682] [INFO ] [LOCAL     ] KURA: Loaded 2 optimal features with 54.42% confidence from JSON config
[2026-01-14T20:35:52.170714] [DEBUG] [MAG       ] Building data for symbol: KURA with lookback: 0
[2026-01-14T20:35:52.171478] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-14T20:35:52.171536] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-14T20:35:52.173898] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:35:52.175712] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:35:52.444654] [DEBUG] [MAG       ] CMRE: Last date is validated at 2026-01-14
[2026-01-14T20:35:52.509141] [DEBUG] [MAG       ] SCL: Last date is validated at 2026-01-14
[2026-01-14T20:35:52.514475] [DEBUG] [MAG       ] KURA: Last date is validated at 2026-01-14
[2026-01-14T20:35:52.587117] [DEBUG] [MAG       ] GL: Last date is validated at 2026-01-14
[2026-01-14T20:35:52.612643] [DEBUG] [MAG       ] CMRE: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:35:52.682642] [DEBUG] [MAG       ] SCL: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:35:52.683721] [INFO ] [LOCAL     ] CMRE: Saved forecast.
[2026-01-14T20:35:52.683780] [INFO ] [main      ] CMRE: Signal=1 (Conf=90.0%), Magnitude=1.19% (Conf=49.7533%)
[2026-01-14T20:35:52.684328] [INFO ] [main      ] Fetching symbol history for BGY...
[2026-01-14T20:35:52.684379] [DEBUG] [REMOTE    ] BGY: Fetching historical data.
[2026-01-14T20:35:52.685675] [INFO ] [main      ] Progress: 67/419 forecasts completed (16.0%). CMRE finished in 0.8s. ETA: 1m 4s. Rate: 328.55 forecasts/min
[2026-01-14T20:35:52.685926] [DEBUG] [MAG       ] KURA: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:35:52.700084] [DEBUG] [REMOTE    ] BGY: Successfully parsed 300 rows of historical data.
[2026-01-14T20:35:52.700988] [DEBUG] [LOCAL     ] Loaded configuration for BGY: 5 features, N/A% accuracy
[2026-01-14T20:35:52.701040] [INFO ] [LOCAL     ] BGY: Loaded 5 optimal features with 36.50% confidence from JSON config
[2026-01-14T20:35:52.701071] [DEBUG] [MAG       ] Building data for symbol: BGY with lookback: 0
[2026-01-14T20:35:52.701869] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-14T20:35:52.701930] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:35:52.706699] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:35:52.708472] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:35:52.708960] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:35:52.709357] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-14T20:35:52.710252] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:35:52.760904] [DEBUG] [MAG       ] GL: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:35:52.763661] [INFO ] [LOCAL     ] KURA: Saved forecast.
[2026-01-14T20:35:52.763731] [INFO ] [main      ] KURA: Signal=1 (Conf=90.0%), Magnitude=7.10% (Conf=54.425%)
[2026-01-14T20:35:52.764084] [INFO ] [main      ] Fetching symbol history for ADP...
[2026-01-14T20:35:52.764136] [DEBUG] [REMOTE    ] ADP: Fetching historical data.
[2026-01-14T20:35:52.764658] [INFO ] [main      ] Progress: 68/419 forecasts completed (16.2%). KURA finished in 0.6s. ETA: 1m 4s. Rate: 331.32 forecasts/min
[2026-01-14T20:35:52.768165] [INFO ] [LOCAL     ] SCL: Saved forecast.
[2026-01-14T20:35:52.768226] [INFO ] [main      ] SCL: Signal=1 (Conf=90.0%), Magnitude=0.25% (Conf=53.9248%)
[2026-01-14T20:35:52.768550] [INFO ] [main      ] Fetching symbol history for AZO...
[2026-01-14T20:35:52.768618] [DEBUG] [REMOTE    ] AZO: Fetching historical data.
[2026-01-14T20:35:52.769619] [INFO ] [main      ] Progress: 69/419 forecasts completed (16.5%). SCL finished in 0.8s. ETA: 1m 2s. Rate: 336.06 forecasts/min
[2026-01-14T20:35:52.775458] [DEBUG] [REMOTE    ] ADP: Successfully parsed 300 rows of historical data.
[2026-01-14T20:35:52.776396] [DEBUG] [LOCAL     ] Loaded configuration for ADP: 9 features, N/A% accuracy
[2026-01-14T20:35:52.776454] [INFO ] [LOCAL     ] ADP: Loaded 9 optimal features with 56.73% confidence from JSON config
[2026-01-14T20:35:52.776842] [DEBUG] [MAG       ] Building data for symbol: ADP with lookback: 0
[2026-01-14T20:35:52.777761] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-14T20:35:52.777837] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:35:52.780449] [DEBUG] [REMOTE    ] AZO: Successfully parsed 300 rows of historical data.
[2026-01-14T20:35:52.781091] [DEBUG] [LOCAL     ] Loaded configuration for AZO: 6 features, N/A% accuracy
[2026-01-14T20:35:52.781140] [INFO ] [LOCAL     ] AZO: Loaded 6 optimal features with 52.33% confidence from JSON config
[2026-01-14T20:35:52.781171] [DEBUG] [MAG       ] Building data for symbol: AZO with lookback: 0
[2026-01-14T20:35:52.781939] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-14T20:35:52.782153] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:35:52.782788] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:35:52.784624] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:35:52.785105] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-14T20:35:52.785874] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-14T20:35:52.787013] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:35:52.788174] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-14T20:35:52.792717] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-14T20:35:52.792730] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:35:52.793252] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:35:52.793708] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:35:52.794101] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-14T20:35:52.795330] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:35:52.795410] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-14T20:35:52.796464] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2026-01-14T20:35:52.798120] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:35:52.866757] [INFO ] [LOCAL     ] GL: Saved forecast.
[2026-01-14T20:35:52.866851] [INFO ] [main      ] GL: Signal=1 (Conf=90.0%), Magnitude=-0.37% (Conf=50.0981%)
[2026-01-14T20:35:52.867294] [INFO ] [main      ] Fetching symbol history for LINE...
[2026-01-14T20:35:52.867363] [DEBUG] [REMOTE    ] LINE: Fetching historical data.
[2026-01-14T20:35:52.868662] [INFO ] [main      ] Progress: 70/419 forecasts completed (16.7%). GL finished in 0.8s. ETA: 1m 2s. Rate: 338.21 forecasts/min
[2026-01-14T20:35:52.880087] [DEBUG] [REMOTE    ] LINE: Successfully parsed 300 rows of historical data.
[2026-01-14T20:35:52.881183] [DEBUG] [LOCAL     ] Loaded configuration for LINE: 3 features, N/A% accuracy
[2026-01-14T20:35:52.881236] [INFO ] [LOCAL     ] LINE: Loaded 3 optimal features with 66.96% confidence from JSON config
[2026-01-14T20:35:52.881269] [DEBUG] [MAG       ] Building data for symbol: LINE with lookback: 0
[2026-01-14T20:35:52.882093] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-14T20:35:52.882155] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-14T20:35:52.931943] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-14T20:35:52.934689] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2026-01-14T20:35:52.936386] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:35:53.153447] [DEBUG] [MAG       ] BGY: Last date is validated at 2026-01-14
[2026-01-14T20:35:53.185083] [DEBUG] [MAG       ] AZO: Last date is validated at 2026-01-14
[2026-01-14T20:35:53.239199] [DEBUG] [MAG       ] ADP: Last date is validated at 2026-01-14
[2026-01-14T20:35:53.287069] [DEBUG] [MAG       ] LINE: Last date is validated at 2026-01-14
[2026-01-14T20:35:53.324940] [DEBUG] [MAG       ] BGY: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:35:53.363795] [DEBUG] [MAG       ] AZO: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:35:53.382670] [INFO ] [LOCAL     ] BGY: Saved forecast.
[2026-01-14T20:35:53.382743] [INFO ] [main      ] BGY: Signal=1 (Conf=90.0%), Magnitude=-0.13% (Conf=36.4979%)
[2026-01-14T20:35:53.383122] [INFO ] [main      ] Progress: 71/419 forecasts completed (16.9%). BGY finished in 0.7s. ETA: 1m 3s. Rate: 329.39 forecasts/min
[2026-01-14T20:35:53.383259] [INFO ] [main      ] Fetching symbol history for KDP...
[2026-01-14T20:35:53.383303] [DEBUG] [REMOTE    ] KDP: Fetching historical data.
[2026-01-14T20:35:53.399017] [DEBUG] [REMOTE    ] KDP: Successfully parsed 300 rows of historical data.
[2026-01-14T20:35:53.400046] [DEBUG] [LOCAL     ] Loaded configuration for KDP: 6 features, N/A% accuracy
[2026-01-14T20:35:53.400116] [INFO ] [LOCAL     ] KDP: Loaded 6 optimal features with 60.41% confidence from JSON config
[2026-01-14T20:35:53.400159] [DEBUG] [MAG       ] Building data for symbol: KDP with lookback: 0
[2026-01-14T20:35:53.401193] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-14T20:35:53.401266] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:35:53.403044] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:35:53.403568] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:35:53.404007] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-14T20:35:53.409449] [DEBUG] [MAG       ] ADP: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:35:53.473519] [DEBUG] [MAG       ] LINE: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:35:53.516098] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-14T20:35:53.539997] [INFO ] [LOCAL     ] ADP: Saved forecast.
[2026-01-14T20:35:53.540064] [INFO ] [main      ] ADP: Signal=1 (Conf=90.0%), Magnitude=0.23% (Conf=56.7338%)
[2026-01-14T20:35:53.540226] [INFO ] [main      ] Fetching symbol history for TDSC...
[2026-01-14T20:35:53.540268] [DEBUG] [REMOTE    ] TDSC: Fetching historical data.
[2026-01-14T20:35:53.540929] [INFO ] [main      ] Progress: 72/419 forecasts completed (17.2%). ADP finished in 0.8s. ETA: 1m 3s. Rate: 330.01 forecasts/min
[2026-01-14T20:35:53.551228] [DEBUG] [REMOTE    ] TDSC: Successfully parsed 300 rows of historical data.
[2026-01-14T20:35:53.552071] [DEBUG] [LOCAL     ] Loaded configuration for TDSC: 4 features, N/A% accuracy
[2026-01-14T20:35:53.552122] [INFO ] [LOCAL     ] TDSC: Loaded 4 optimal features with 46.18% confidence from JSON config
[2026-01-14T20:35:53.552153] [DEBUG] [MAG       ] Building data for symbol: TDSC with lookback: 0
[2026-01-14T20:35:53.552919] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-14T20:35:53.552979] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:35:53.554710] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:35:53.555212] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:35:53.555621] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-14T20:35:53.556549] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:35:53.565325] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2026-01-14T20:35:53.567199] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:35:53.568197] [INFO ] [LOCAL     ] AZO: Saved forecast.
[2026-01-14T20:35:53.568270] [INFO ] [main      ] AZO: Signal=1 (Conf=90.0%), Magnitude=0.06% (Conf=52.3278%)
[2026-01-14T20:35:53.568668] [INFO ] [main      ] Fetching symbol history for GPIX...
[2026-01-14T20:35:53.568741] [DEBUG] [REMOTE    ] GPIX: Fetching historical data.
[2026-01-14T20:35:53.568694] [INFO ] [main      ] Progress: 73/419 forecasts completed (17.4%). AZO finished in 0.8s. ETA: 1m 2s. Rate: 333.88 forecasts/min
[2026-01-14T20:35:53.578557] [INFO ] [LOCAL     ] LINE: Saved forecast.
[2026-01-14T20:35:53.578655] [INFO ] [main      ] LINE: Signal=1 (Conf=90.0%), Magnitude=4.38% (Conf=66.9571%)
[2026-01-14T20:35:53.579037] [INFO ] [main      ] Progress: 74/419 forecasts completed (17.7%). LINE finished in 0.7s. ETA: 1m 1s. Rate: 338.19 forecasts/min
[2026-01-14T20:35:53.579225] [INFO ] [main      ] Fetching symbol history for MA...
[2026-01-14T20:35:53.579274] [DEBUG] [REMOTE    ] MA: Fetching historical data.
[2026-01-14T20:35:53.580532] [DEBUG] [REMOTE    ] GPIX: Successfully parsed 300 rows of historical data.
[2026-01-14T20:35:53.581619] [DEBUG] [LOCAL     ] Loaded configuration for GPIX: 7 features, N/A% accuracy
[2026-01-14T20:35:53.581674] [INFO ] [LOCAL     ] GPIX: Loaded 7 optimal features with 73.62% confidence from JSON config
[2026-01-14T20:35:53.581706] [DEBUG] [MAG       ] Building data for symbol: GPIX with lookback: 0
[2026-01-14T20:35:53.582504] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-14T20:35:53.582568] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:35:53.587630] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:35:53.589486] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:35:53.590002] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:35:53.590410] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-14T20:35:53.591314] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-14T20:35:53.591459] [DEBUG] [REMOTE    ] MA: Successfully parsed 300 rows of historical data.
[2026-01-14T20:35:53.592373] [DEBUG] [LOCAL     ] Loaded configuration for MA: 2 features, N/A% accuracy
[2026-01-14T20:35:53.592435] [INFO ] [LOCAL     ] MA: Loaded 2 optimal features with 57.44% confidence from JSON config
[2026-01-14T20:35:53.592468] [DEBUG] [MAG       ] Building data for symbol: MA with lookback: 0
[2026-01-14T20:35:53.593361] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-14T20:35:53.593424] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:35:53.593811] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-14T20:35:53.594491] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:35:53.598478] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-14T20:35:53.601484] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:35:53.895305] [DEBUG] [MAG       ] TDSC: Last date is validated at 2026-01-14
[2026-01-14T20:35:53.908316] [DEBUG] [MAG       ] KDP: Last date is validated at 2026-01-14
[2026-01-14T20:35:53.960400] [DEBUG] [MAG       ] GPIX: Last date is validated at 2026-01-14
[2026-01-14T20:35:53.964144] [DEBUG] [MAG       ] MA: Last date is validated at 2026-01-14
[2026-01-14T20:35:54.061920] [DEBUG] [MAG       ] TDSC: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:35:54.076054] [DEBUG] [MAG       ] KDP: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:35:54.122609] [INFO ] [LOCAL     ] TDSC: Saved forecast.
[2026-01-14T20:35:54.122690] [INFO ] [main      ] TDSC: Signal=1 (Conf=90.0%), Magnitude=-0.04% (Conf=46.1844%)
[2026-01-14T20:35:54.123240] [INFO ] [main      ] Fetching symbol history for FRPH...
[2026-01-14T20:35:54.123289] [DEBUG] [REMOTE    ] FRPH: Fetching historical data.
[2026-01-14T20:35:54.124655] [INFO ] [main      ] Progress: 75/419 forecasts completed (17.9%). TDSC finished in 0.6s. ETA: 1m 3s. Rate: 329.08 forecasts/min
[2026-01-14T20:35:54.133680] [DEBUG] [MAG       ] GPIX: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:35:54.135072] [DEBUG] [REMOTE    ] FRPH: Successfully parsed 300 rows of historical data.
[2026-01-14T20:35:54.136415] [DEBUG] [LOCAL     ] Loaded configuration for FRPH: 3 features, N/A% accuracy
[2026-01-14T20:35:54.136472] [INFO ] [LOCAL     ] FRPH: Loaded 3 optimal features with 53.28% confidence from JSON config
[2026-01-14T20:35:54.136504] [DEBUG] [MAG       ] Building data for symbol: FRPH with lookback: 0
[2026-01-14T20:35:54.137327] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-14T20:35:54.137388] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-14T20:35:54.138378] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-14T20:35:54.139435] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-14T20:35:54.139840] [DEBUG] [MAG       ] MA: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:35:54.142664] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:35:54.155557] [INFO ] [LOCAL     ] KDP: Saved forecast.
[2026-01-14T20:35:54.155641] [INFO ] [main      ] KDP: Signal=1 (Conf=90.0%), Magnitude=3.55% (Conf=60.414%)
[2026-01-14T20:35:54.155989] [INFO ] [main      ] Fetching symbol history for OBK...
[2026-01-14T20:35:54.156039] [DEBUG] [REMOTE    ] OBK: Fetching historical data.
[2026-01-14T20:35:54.156666] [INFO ] [main      ] Progress: 76/419 forecasts completed (18.1%). KDP finished in 0.8s. ETA: 1m 2s. Rate: 332.69 forecasts/min
[2026-01-14T20:35:54.170197] [DEBUG] [REMOTE    ] OBK: Successfully parsed 300 rows of historical data.
[2026-01-14T20:35:54.171230] [DEBUG] [LOCAL     ] Loaded configuration for OBK: 8 features, N/A% accuracy
[2026-01-14T20:35:54.171296] [INFO ] [LOCAL     ] OBK: Loaded 8 optimal features with 43.67% confidence from JSON config
[2026-01-14T20:35:54.171330] [DEBUG] [MAG       ] Building data for symbol: OBK with lookback: 0
[2026-01-14T20:35:54.172126] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-14T20:35:54.172189] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:35:54.178643] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:35:54.180651] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:35:54.181118] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:35:54.181550] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:35:54.181994] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-14T20:35:54.183093] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-14T20:35:54.185497] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-14T20:35:54.187733] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:35:54.214857] [INFO ] [LOCAL     ] GPIX: Saved forecast.
[2026-01-14T20:35:54.214930] [INFO ] [main      ] GPIX: Signal=1 (Conf=90.0%), Magnitude=0.16% (Conf=73.6211%)
[2026-01-14T20:35:54.215320] [INFO ] [main      ] Fetching symbol history for LASE...
[2026-01-14T20:35:54.215372] [DEBUG] [REMOTE    ] LASE: Fetching historical data.
[2026-01-14T20:35:54.215388] [INFO ] [main      ] Progress: 77/419 forecasts completed (18.4%). GPIX finished in 0.6s. ETA: 1m 1s. Rate: 335.63 forecasts/min
[2026-01-14T20:35:54.236712] [DEBUG] [REMOTE    ] LASE: Successfully parsed 300 rows of historical data.
[2026-01-14T20:35:54.240076] [DEBUG] [LOCAL     ] Loaded configuration for LASE: 2 features, N/A% accuracy
[2026-01-14T20:35:54.240142] [INFO ] [LOCAL     ] LASE: Loaded 2 optimal features with 59.73% confidence from JSON config
[2026-01-14T20:35:54.240177] [DEBUG] [MAG       ] Building data for symbol: LASE with lookback: 0
[2026-01-14T20:35:54.241073] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-14T20:35:54.241137] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-14T20:35:54.243748] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-14T20:35:54.287206] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:35:54.308964] [INFO ] [LOCAL     ] MA: Saved forecast.
[2026-01-14T20:35:54.309038] [INFO ] [main      ] MA: Signal=1 (Conf=90.0%), Magnitude=1.40% (Conf=57.4444%)
[2026-01-14T20:35:54.309355] [INFO ] [main      ] Fetching symbol history for LQDA...
[2026-01-14T20:35:54.309405] [DEBUG] [REMOTE    ] LQDA: Fetching historical data.
[2026-01-14T20:35:54.310320] [INFO ] [main      ] Progress: 78/419 forecasts completed (18.6%). MA finished in 0.7s. ETA: 1m 1s. Rate: 337.66 forecasts/min
[2026-01-14T20:35:54.321003] [DEBUG] [REMOTE    ] LQDA: Successfully parsed 300 rows of historical data.
[2026-01-14T20:35:54.321952] [DEBUG] [LOCAL     ] Loaded configuration for LQDA: 4 features, N/A% accuracy
[2026-01-14T20:35:54.322009] [INFO ] [LOCAL     ] LQDA: Loaded 4 optimal features with 56.29% confidence from JSON config
[2026-01-14T20:35:54.322041] [DEBUG] [MAG       ] Building data for symbol: LQDA with lookback: 0
[2026-01-14T20:35:54.322821] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-14T20:35:54.322881] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-14T20:35:54.325260] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-14T20:35:54.326118] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-14T20:35:54.327990] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-14T20:35:54.330401] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:35:54.505225] [DEBUG] [MAG       ] FRPH: Last date is validated at 2026-01-14
[2026-01-14T20:35:54.547931] [DEBUG] [MAG       ] OBK: Last date is validated at 2026-01-14
[2026-01-14T20:35:54.654479] [DEBUG] [MAG       ] LASE: Last date is validated at 2026-01-14
[2026-01-14T20:35:54.679823] [DEBUG] [MAG       ] FRPH: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:35:54.687599] [DEBUG] [MAG       ] LQDA: Last date is validated at 2026-01-14
[2026-01-14T20:35:54.719204] [DEBUG] [MAG       ] OBK: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:35:54.750223] [INFO ] [LOCAL     ] FRPH: Saved forecast.
[2026-01-14T20:35:54.750306] [INFO ] [main      ] FRPH: Signal=1 (Conf=90.0%), Magnitude=1.44% (Conf=53.2826%)
[2026-01-14T20:35:54.750801] [INFO ] [main      ] Fetching symbol history for ISSC...
[2026-01-14T20:35:54.750879] [DEBUG] [REMOTE    ] ISSC: Fetching historical data.
[2026-01-14T20:35:54.751698] [INFO ] [main      ] Progress: 79/419 forecasts completed (18.9%). FRPH finished in 0.6s. ETA: 1m 2s. Rate: 331.43 forecasts/min
[2026-01-14T20:35:54.762778] [DEBUG] [REMOTE    ] ISSC: Successfully parsed 300 rows of historical data.
[2026-01-14T20:35:54.763780] [DEBUG] [LOCAL     ] Loaded configuration for ISSC: 3 features, N/A% accuracy
[2026-01-14T20:35:54.763845] [INFO ] [LOCAL     ] ISSC: Loaded 3 optimal features with 70.26% confidence from JSON config
[2026-01-14T20:35:54.763879] [DEBUG] [MAG       ] Building data for symbol: ISSC with lookback: 0
[2026-01-14T20:35:54.764680] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-14T20:35:54.764751] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:35:54.769704] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-14T20:35:54.809083] [INFO ] [LOCAL     ] OBK: Saved forecast.
[2026-01-14T20:35:54.809152] [INFO ] [main      ] OBK: Signal=1 (Conf=90.0%), Magnitude=-0.24% (Conf=43.6654%)
[2026-01-14T20:35:54.809328] [INFO ] [main      ] Fetching symbol history for FUND...
[2026-01-14T20:35:54.809382] [DEBUG] [REMOTE    ] FUND: Fetching historical data.
[2026-01-14T20:35:54.810817] [INFO ] [main      ] Progress: 80/419 forecasts completed (19.1%). OBK finished in 0.7s. ETA: 1m 1s. Rate: 334.25 forecasts/min
[2026-01-14T20:35:54.810956] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-14T20:35:54.813604] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:35:54.822136] [DEBUG] [REMOTE    ] FUND: Successfully parsed 300 rows of historical data.
[2026-01-14T20:35:54.823318] [DEBUG] [LOCAL     ] Loaded configuration for FUND: 0 features, N/A% accuracy
[2026-01-14T20:35:54.823372] [INFO ] [LOCAL     ] FUND: Loaded 0 optimal features with 39.62% confidence from JSON config
[2026-01-14T20:35:54.823404] [DEBUG] [MAG       ] Building data for symbol: FUND with lookback: 0
[2026-01-14T20:35:54.824198] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2026-01-14T20:35:54.831619] [DEBUG] [MAG       ] LASE: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:35:54.862458] [DEBUG] [MAG       ] LQDA: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:35:54.900749] [INFO ] [LOCAL     ] LASE: Saved forecast.
[2026-01-14T20:35:54.900822] [INFO ] [main      ] LASE: Signal=1 (Conf=90.0%), Magnitude=-4.79% (Conf=59.7292%)
[2026-01-14T20:35:54.900994] [INFO ] [main      ] Fetching symbol history for BSX...
[2026-01-14T20:35:54.901038] [DEBUG] [REMOTE    ] BSX: Fetching historical data.
[2026-01-14T20:35:54.901916] [INFO ] [main      ] Progress: 81/419 forecasts completed (19.3%). LASE finished in 0.7s. ETA: 1m 0s. Rate: 336.29 forecasts/min
[2026-01-14T20:35:54.912424] [DEBUG] [REMOTE    ] BSX: Successfully parsed 300 rows of historical data.
[2026-01-14T20:35:54.913514] [DEBUG] [LOCAL     ] Loaded configuration for BSX: 8 features, N/A% accuracy
[2026-01-14T20:35:54.913592] [INFO ] [LOCAL     ] BSX: Loaded 8 optimal features with 48.01% confidence from JSON config
[2026-01-14T20:35:54.913628] [DEBUG] [MAG       ] Building data for symbol: BSX with lookback: 0
[2026-01-14T20:35:54.914431] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-14T20:35:54.914495] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:35:54.919362] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:35:54.921258] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:35:54.921784] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:35:54.922176] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-14T20:35:54.922949] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-14T20:35:54.924805] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-14T20:35:54.926870] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2026-01-14T20:35:54.928464] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:35:54.952737] [INFO ] [LOCAL     ] LQDA: Saved forecast.
[2026-01-14T20:35:54.952810] [INFO ] [main      ] LQDA: Signal=1 (Conf=90.0%), Magnitude=-1.27% (Conf=56.2886%)
[2026-01-14T20:35:54.953197] [INFO ] [main      ] Progress: 82/419 forecasts completed (19.6%). LQDA finished in 0.6s. ETA: 59.6s. Rate: 339.24 forecasts/min
[2026-01-14T20:35:54.953340] [INFO ] [main      ] Fetching symbol history for DOUG...
[2026-01-14T20:35:54.953383] [DEBUG] [REMOTE    ] DOUG: Fetching historical data.
[2026-01-14T20:35:54.964917] [DEBUG] [REMOTE    ] DOUG: Successfully parsed 300 rows of historical data.
[2026-01-14T20:35:54.966004] [DEBUG] [LOCAL     ] Loaded configuration for DOUG: 6 features, N/A% accuracy
[2026-01-14T20:35:54.966250] [INFO ] [LOCAL     ] DOUG: Loaded 6 optimal features with 42.06% confidence from JSON config
[2026-01-14T20:35:54.966283] [DEBUG] [MAG       ] Building data for symbol: DOUG with lookback: 0
[2026-01-14T20:35:54.967095] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-14T20:35:54.967158] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:35:54.972224] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:35:54.974120] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:35:54.974624] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:35:54.975025] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-14T20:35:54.977951] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-14T20:35:54.979143] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:35:55.154965] [DEBUG] [MAG       ] ISSC: Last date is validated at 2026-01-14
[2026-01-14T20:35:55.164885] [DEBUG] [MAG       ] FUND: Last date is validated at 2026-01-14
[2026-01-14T20:35:55.284343] [DEBUG] [MAG       ] BSX: Last date is validated at 2026-01-14
[2026-01-14T20:35:55.322441] [DEBUG] [MAG       ] ISSC: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:35:55.332965] [DEBUG] [MAG       ] FUND: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:35:55.334463] [DEBUG] [MAG       ] DOUG: Last date is validated at 2026-01-14
[2026-01-14T20:35:55.383622] [INFO ] [LOCAL     ] FUND: Saved forecast.
[2026-01-14T20:35:55.383695] [INFO ] [main      ] FUND: Signal=1 (Conf=90.0%), Magnitude=0.27% (Conf=39.6219%)
[2026-01-14T20:35:55.383857] [INFO ] [main      ] Fetching symbol history for LMBS...
[2026-01-14T20:35:55.383900] [DEBUG] [REMOTE    ] LMBS: Fetching historical data.
[2026-01-14T20:35:55.384997] [INFO ] [main      ] Progress: 83/419 forecasts completed (19.8%). FUND finished in 0.6s. ETA: 1m 0s. Rate: 333.45 forecasts/min
[2026-01-14T20:35:55.396714] [DEBUG] [REMOTE    ] LMBS: Successfully parsed 300 rows of historical data.
[2026-01-14T20:35:55.398016] [DEBUG] [LOCAL     ] Loaded configuration for LMBS: 4 features, N/A% accuracy
[2026-01-14T20:35:55.398072] [INFO ] [LOCAL     ] LMBS: Loaded 4 optimal features with 46.91% confidence from JSON config
[2026-01-14T20:35:55.398104] [DEBUG] [MAG       ] Building data for symbol: LMBS with lookback: 0
[2026-01-14T20:35:55.398894] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-14T20:35:55.398954] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:35:55.403918] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:35:55.404927] [INFO ] [LOCAL     ] ISSC: Saved forecast.
[2026-01-14T20:35:55.404985] [INFO ] [main      ] ISSC: Signal=1 (Conf=90.0%), Magnitude=9.46% (Conf=70.2555%)
[2026-01-14T20:35:55.405143] [INFO ] [main      ] Fetching symbol history for DVAX...
[2026-01-14T20:35:55.405186] [DEBUG] [REMOTE    ] DVAX: Fetching historical data.
[2026-01-14T20:35:55.405738] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:35:55.405741] [INFO ] [main      ] Progress: 84/419 forecasts completed (20.0%). ISSC finished in 0.7s. ETA: 59.6s. Rate: 337.00 forecasts/min
[2026-01-14T20:35:55.406219] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:35:55.406651] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:35:55.415802] [DEBUG] [REMOTE    ] DVAX: Successfully parsed 300 rows of historical data.
[2026-01-14T20:35:55.417689] [DEBUG] [LOCAL     ] Loaded configuration for DVAX: 5 features, N/A% accuracy
[2026-01-14T20:35:55.417753] [INFO ] [LOCAL     ] DVAX: Loaded 5 optimal features with 44.47% confidence from JSON config
[2026-01-14T20:35:55.417784] [DEBUG] [MAG       ] Building data for symbol: DVAX with lookback: 0
[2026-01-14T20:35:55.418532] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-14T20:35:55.418614] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:35:55.423415] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:35:55.425260] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:35:55.425751] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:35:55.426181] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:35:55.426561] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:35:55.457207] [DEBUG] [MAG       ] BSX: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:35:55.506544] [DEBUG] [MAG       ] DOUG: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:35:55.561037] [INFO ] [LOCAL     ] BSX: Saved forecast.
[2026-01-14T20:35:55.561109] [INFO ] [main      ] BSX: Signal=1 (Conf=90.0%), Magnitude=-0.49% (Conf=48.0086%)
[2026-01-14T20:35:55.561461] [INFO ] [main      ] Fetching symbol history for DKNG...
[2026-01-14T20:35:55.561512] [DEBUG] [REMOTE    ] DKNG: Fetching historical data.
[2026-01-14T20:35:55.561490] [INFO ] [main      ] Progress: 85/419 forecasts completed (20.3%). BSX finished in 0.7s. ETA: 59.4s. Rate: 337.50 forecasts/min
[2026-01-14T20:35:55.566875] [INFO ] [LOCAL     ] DOUG: Saved forecast.
[2026-01-14T20:35:55.566945] [INFO ] [main      ] DOUG: Signal=1 (Conf=90.0%), Magnitude=1.16% (Conf=42.0612%)
[2026-01-14T20:35:55.567357] [INFO ] [main      ] Progress: 86/419 forecasts completed (20.5%). DOUG finished in 0.6s. ETA: 58.5s. Rate: 341.33 forecasts/min
[2026-01-14T20:35:55.567475] [INFO ] [main      ] Fetching symbol history for CODA...
[2026-01-14T20:35:55.567519] [DEBUG] [REMOTE    ] CODA: Fetching historical data.
[2026-01-14T20:35:55.572460] [DEBUG] [REMOTE    ] DKNG: Successfully parsed 300 rows of historical data.
[2026-01-14T20:35:55.573953] [DEBUG] [LOCAL     ] Loaded configuration for DKNG: 5 features, N/A% accuracy
[2026-01-14T20:35:55.574009] [INFO ] [LOCAL     ] DKNG: Loaded 5 optimal features with 53.89% confidence from JSON config
[2026-01-14T20:35:55.574045] [DEBUG] [MAG       ] Building data for symbol: DKNG with lookback: 0
[2026-01-14T20:35:55.574853] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-14T20:35:55.574916] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:35:55.578291] [DEBUG] [REMOTE    ] CODA: Successfully parsed 300 rows of historical data.
[2026-01-14T20:35:55.579141] [DEBUG] [LOCAL     ] Loaded configuration for CODA: 6 features, N/A% accuracy
[2026-01-14T20:35:55.579192] [INFO ] [LOCAL     ] CODA: Loaded 6 optimal features with 51.95% confidence from JSON config
[2026-01-14T20:35:55.579224] [DEBUG] [MAG       ] Building data for symbol: CODA with lookback: 0
[2026-01-14T20:35:55.580017] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-14T20:35:55.580080] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:35:55.580291] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:35:55.582305] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:35:55.582877] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:35:55.583283] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-14T20:35:55.584532] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:35:55.585084] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-14T20:35:55.585913] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-14T20:35:55.588378] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-14T20:35:55.666006] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2026-01-14T20:35:55.667652] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2026-01-14T20:35:55.668921] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:35:55.747558] [DEBUG] [MAG       ] LMBS: Last date is validated at 2026-01-14
[2026-01-14T20:35:55.767689] [DEBUG] [MAG       ] DVAX: Last date is validated at 2026-01-14
[2026-01-14T20:35:55.925230] [DEBUG] [MAG       ] LMBS: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:35:55.928643] [DEBUG] [MAG       ] DKNG: Last date is validated at 2026-01-14
[2026-01-14T20:35:55.933947] [DEBUG] [MAG       ] DVAX: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:35:55.985730] [INFO ] [LOCAL     ] LMBS: Saved forecast.
[2026-01-14T20:35:55.985807] [INFO ] [main      ] LMBS: Signal=1 (Conf=90.0%), Magnitude=-0.03% (Conf=46.9091%)
[2026-01-14T20:35:55.986306] [INFO ] [main      ] Fetching symbol history for NATL...
[2026-01-14T20:35:55.986373] [DEBUG] [REMOTE    ] NATL: Fetching historical data.
[2026-01-14T20:35:55.986664] [INFO ] [main      ] Progress: 87/419 forecasts completed (20.8%). LMBS finished in 0.6s. ETA: 59.3s. Rate: 335.98 forecasts/min
[2026-01-14T20:35:56.003849] [DEBUG] [REMOTE    ] NATL: Successfully parsed 300 rows of historical data.
[2026-01-14T20:35:56.005519] [DEBUG] [LOCAL     ] Loaded configuration for NATL: 5 features, N/A% accuracy
[2026-01-14T20:35:56.005595] [INFO ] [LOCAL     ] NATL: Loaded 5 optimal features with 57.28% confidence from JSON config
[2026-01-14T20:35:56.005631] [DEBUG] [MAG       ] Building data for symbol: NATL with lookback: 0
[2026-01-14T20:35:56.006450] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-14T20:35:56.006537] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-14T20:35:56.007379] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-14T20:35:56.007393] [INFO ] [LOCAL     ] DVAX: Saved forecast.
[2026-01-14T20:35:56.007846] [INFO ] [main      ] DVAX: Signal=1 (Conf=90.0%), Magnitude=-1.14% (Conf=44.465%)
[2026-01-14T20:35:56.008017] [INFO ] [main      ] Fetching symbol history for VTEX...
[2026-01-14T20:35:56.008068] [DEBUG] [REMOTE    ] VTEX: Fetching historical data.
[2026-01-14T20:35:56.009648] [INFO ] [main      ] Progress: 88/419 forecasts completed (21.0%). DVAX finished in 0.6s. ETA: 58.5s. Rate: 339.34 forecasts/min
[2026-01-14T20:35:56.010419] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-14T20:35:56.011217] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-14T20:35:56.014612] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-14T20:35:56.014794] [DEBUG] [MAG       ] CODA: Last date is validated at 2026-01-14
[2026-01-14T20:35:56.016242] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:35:56.022213] [DEBUG] [REMOTE    ] VTEX: Successfully parsed 300 rows of historical data.
[2026-01-14T20:35:56.023272] [DEBUG] [LOCAL     ] Loaded configuration for VTEX: 4 features, N/A% accuracy
[2026-01-14T20:35:56.023325] [INFO ] [LOCAL     ] VTEX: Loaded 4 optimal features with 62.99% confidence from JSON config
[2026-01-14T20:35:56.023357] [DEBUG] [MAG       ] Building data for symbol: VTEX with lookback: 0
[2026-01-14T20:35:56.024191] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-14T20:35:56.024252] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:35:56.029118] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:35:56.030952] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:35:56.031453] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:35:56.031862] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:35:56.103244] [DEBUG] [MAG       ] DKNG: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:35:56.198179] [DEBUG] [MAG       ] CODA: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:35:56.271529] [INFO ] [LOCAL     ] CODA: Saved forecast.
[2026-01-14T20:35:56.271691] [INFO ] [main      ] CODA: Signal=1 (Conf=90.0%), Magnitude=-2.59% (Conf=51.9456%)
[2026-01-14T20:35:56.272077] [INFO ] [main      ] Progress: 89/419 forecasts completed (21.2%). CODA finished in 0.7s. ETA: 58.7s. Rate: 337.51 forecasts/min
[2026-01-14T20:35:56.272203] [INFO ] [main      ] Fetching symbol history for LGIH...
[2026-01-14T20:35:56.272247] [DEBUG] [REMOTE    ] LGIH: Fetching historical data.
[2026-01-14T20:35:56.281476] [INFO ] [LOCAL     ] DKNG: Saved forecast.
[2026-01-14T20:35:56.281543] [INFO ] [main      ] DKNG: Signal=1 (Conf=90.0%), Magnitude=1.82% (Conf=53.8869%)
[2026-01-14T20:35:56.282051] [INFO ] [main      ] Fetching symbol history for HIFS...
[2026-01-14T20:35:56.282115] [DEBUG] [REMOTE    ] HIFS: Fetching historical data.
[2026-01-14T20:35:56.282672] [INFO ] [main      ] Progress: 90/419 forecasts completed (21.5%). DKNG finished in 0.7s. ETA: 57.9s. Rate: 341.07 forecasts/min
[2026-01-14T20:35:56.284004] [DEBUG] [REMOTE    ] LGIH: Successfully parsed 300 rows of historical data.
[2026-01-14T20:35:56.285390] [DEBUG] [LOCAL     ] Loaded configuration for LGIH: 5 features, N/A% accuracy
[2026-01-14T20:35:56.285447] [INFO ] [LOCAL     ] LGIH: Loaded 5 optimal features with 61.49% confidence from JSON config
[2026-01-14T20:35:56.285480] [DEBUG] [MAG       ] Building data for symbol: LGIH with lookback: 0
[2026-01-14T20:35:56.286322] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-14T20:35:56.286754] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:35:56.288567] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:35:56.289192] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:35:56.289673] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-14T20:35:56.290487] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-14T20:35:56.292708] [DEBUG] [REMOTE    ] HIFS: Successfully parsed 300 rows of historical data.
[2026-01-14T20:35:56.293348] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:35:56.293783] [DEBUG] [LOCAL     ] Loaded configuration for HIFS: 9 features, N/A% accuracy
[2026-01-14T20:35:56.293847] [INFO ] [LOCAL     ] HIFS: Loaded 9 optimal features with 58.59% confidence from JSON config
[2026-01-14T20:35:56.293882] [DEBUG] [MAG       ] Building data for symbol: HIFS with lookback: 0
[2026-01-14T20:35:56.294668] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-14T20:35:56.294733] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:35:56.300426] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:35:56.302205] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:35:56.302725] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:35:56.303120] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-14T20:35:56.303883] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-14T20:35:56.304698] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-14T20:35:56.379342] [DEBUG] [MAG       ] VTEX: Last date is validated at 2026-01-14
[2026-01-14T20:35:56.391069] [DEBUG] [MAG       ] NATL: Last date is validated at 2026-01-14
[2026-01-14T20:35:56.419530] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-14T20:35:56.461273] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-14T20:35:56.464256] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:35:56.548612] [DEBUG] [MAG       ] VTEX: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:35:56.577811] [DEBUG] [MAG       ] NATL: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:35:56.609915] [INFO ] [LOCAL     ] VTEX: Saved forecast.
[2026-01-14T20:35:56.609985] [INFO ] [main      ] VTEX: Signal=1 (Conf=90.0%), Magnitude=4.69% (Conf=62.9904%)
[2026-01-14T20:35:56.610291] [INFO ] [main      ] Fetching symbol history for HPE...
[2026-01-14T20:35:56.610334] [DEBUG] [REMOTE    ] HPE: Fetching historical data.
[2026-01-14T20:35:56.611654] [INFO ] [main      ] Progress: 91/419 forecasts completed (21.7%). VTEX finished in 0.6s. ETA: 58.3s. Rate: 337.84 forecasts/min
[2026-01-14T20:35:56.622018] [DEBUG] [REMOTE    ] HPE: Successfully parsed 300 rows of historical data.
[2026-01-14T20:35:56.623385] [DEBUG] [LOCAL     ] Loaded configuration for HPE: 2 features, N/A% accuracy
[2026-01-14T20:35:56.623442] [INFO ] [LOCAL     ] HPE: Loaded 2 optimal features with 58.69% confidence from JSON config
[2026-01-14T20:35:56.623474] [DEBUG] [MAG       ] Building data for symbol: HPE with lookback: 0
[2026-01-14T20:35:56.624493] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-14T20:35:56.624554] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-14T20:35:56.659349] [DEBUG] [MAG       ] LGIH: Last date is validated at 2026-01-14
[2026-01-14T20:35:56.677549] [INFO ] [LOCAL     ] NATL: Saved forecast.
[2026-01-14T20:35:56.677683] [INFO ] [main      ] NATL: Signal=1 (Conf=90.0%), Magnitude=-0.61% (Conf=57.2769%)
[2026-01-14T20:35:56.678146] [INFO ] [main      ] Fetching symbol history for MSGS...
[2026-01-14T20:35:56.678209] [DEBUG] [REMOTE    ] MSGS: Fetching historical data.
[2026-01-14T20:35:56.678649] [INFO ] [main      ] Progress: 92/419 forecasts completed (22.0%). NATL finished in 0.7s. ETA: 57.7s. Rate: 340.14 forecasts/min
[2026-01-14T20:35:56.692780] [DEBUG] [REMOTE    ] MSGS: Successfully parsed 300 rows of historical data.
[2026-01-14T20:35:56.694072] [DEBUG] [LOCAL     ] Loaded configuration for MSGS: 7 features, N/A% accuracy
[2026-01-14T20:35:56.694142] [INFO ] [LOCAL     ] MSGS: Loaded 7 optimal features with 39.29% confidence from JSON config
[2026-01-14T20:35:56.694186] [DEBUG] [MAG       ] Building data for symbol: MSGS with lookback: 0
[2026-01-14T20:35:56.695232] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-14T20:35:56.695299] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:35:56.700822] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:35:56.703397] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:35:56.704004] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:35:56.704449] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-14T20:35:56.707128] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-14T20:35:56.709117] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-14T20:35:56.710443] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:35:56.745688] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-14T20:35:56.746875] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:35:56.821042] [DEBUG] [MAG       ] HIFS: Last date is validated at 2026-01-14
[2026-01-14T20:35:56.834093] [DEBUG] [MAG       ] LGIH: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:35:56.935339] [INFO ] [LOCAL     ] LGIH: Saved forecast.
[2026-01-14T20:35:56.935423] [INFO ] [main      ] LGIH: Signal=1 (Conf=90.0%), Magnitude=4.76% (Conf=61.4885%)
[2026-01-14T20:35:56.935900] [INFO ] [main      ] Progress: 93/419 forecasts completed (22.2%). LGIH finished in 0.7s. ETA: 57.8s. Rate: 338.48 forecasts/min
[2026-01-14T20:35:56.936051] [INFO ] [main      ] Fetching symbol history for BLBD...
[2026-01-14T20:35:56.936107] [DEBUG] [REMOTE    ] BLBD: Fetching historical data.
[2026-01-14T20:35:56.947921] [DEBUG] [REMOTE    ] BLBD: Successfully parsed 300 rows of historical data.
[2026-01-14T20:35:56.948877] [DEBUG] [LOCAL     ] Loaded configuration for BLBD: 3 features, N/A% accuracy
[2026-01-14T20:35:56.948945] [INFO ] [LOCAL     ] BLBD: Loaded 3 optimal features with 61.05% confidence from JSON config
[2026-01-14T20:35:56.948985] [DEBUG] [MAG       ] Building data for symbol: BLBD with lookback: 0
[2026-01-14T20:35:56.949782] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-14T20:35:56.949851] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-14T20:35:56.950659] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-14T20:35:56.951634] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-14T20:35:56.952432] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:35:56.990856] [DEBUG] [MAG       ] HIFS: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:35:57.080255] [DEBUG] [MAG       ] MSGS: Last date is validated at 2026-01-14
[2026-01-14T20:35:57.092775] [DEBUG] [MAG       ] HPE: Last date is validated at 2026-01-14
[2026-01-14T20:35:57.146626] [INFO ] [LOCAL     ] HIFS: Saved forecast.
[2026-01-14T20:35:57.146694] [INFO ] [main      ] HIFS: Signal=1 (Conf=90.0%), Magnitude=9.95% (Conf=58.5888%)
[2026-01-14T20:35:57.147131] [INFO ] [main      ] Fetching symbol history for KBWY...
[2026-01-14T20:35:57.147183] [DEBUG] [REMOTE    ] KBWY: Fetching historical data.
[2026-01-14T20:35:57.147681] [INFO ] [main      ] Progress: 94/419 forecasts completed (22.4%). HIFS finished in 0.9s. ETA: 57.7s. Rate: 337.78 forecasts/min
[2026-01-14T20:35:57.158459] [DEBUG] [REMOTE    ] KBWY: Successfully parsed 300 rows of historical data.
[2026-01-14T20:35:57.159657] [DEBUG] [LOCAL     ] Loaded configuration for KBWY: 1 features, N/A% accuracy
[2026-01-14T20:35:57.159709] [INFO ] [LOCAL     ] KBWY: Loaded 1 optimal features with 53.29% confidence from JSON config
[2026-01-14T20:35:57.159741] [DEBUG] [MAG       ] Building data for symbol: KBWY with lookback: 0
[2026-01-14T20:35:57.160524] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-14T20:35:57.160600] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2026-01-14T20:35:57.162656] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:35:57.271915] [DEBUG] [MAG       ] HPE: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:35:57.274470] [DEBUG] [MAG       ] MSGS: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:35:57.318514] [DEBUG] [MAG       ] BLBD: Last date is validated at 2026-01-14
[2026-01-14T20:35:57.347850] [INFO ] [LOCAL     ] HPE: Saved forecast.
[2026-01-14T20:35:57.347941] [INFO ] [main      ] HPE: Signal=1 (Conf=90.0%), Magnitude=-1.01% (Conf=58.6856%)
[2026-01-14T20:35:57.348109] [INFO ] [main      ] Fetching symbol history for AGNCL...
[2026-01-14T20:35:57.348153] [DEBUG] [REMOTE    ] AGNCL: Fetching historical data.
[2026-01-14T20:35:57.349659] [INFO ] [main      ] Progress: 95/419 forecasts completed (22.7%). HPE finished in 0.7s. ETA: 57.6s. Rate: 337.29 forecasts/min
[2026-01-14T20:35:57.358955] [DEBUG] [REMOTE    ] AGNCL: Successfully parsed 300 rows of historical data.
[2026-01-14T20:35:57.359731] [DEBUG] [LOCAL     ] Loaded configuration for AGNCL: 3 features, N/A% accuracy
[2026-01-14T20:35:57.359782] [INFO ] [LOCAL     ] AGNCL: Loaded 3 optimal features with 56.45% confidence from JSON config
[2026-01-14T20:35:57.359814] [DEBUG] [MAG       ] Building data for symbol: AGNCL with lookback: 0
[2026-01-14T20:35:57.360563] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-14T20:35:57.360659] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-14T20:35:57.404165] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-14T20:35:57.404949] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2026-01-14T20:35:57.409123] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:35:57.433230] [INFO ] [LOCAL     ] MSGS: Saved forecast.
[2026-01-14T20:35:57.433303] [INFO ] [main      ] MSGS: Signal=1 (Conf=90.0%), Magnitude=0.89% (Conf=39.2888%)
[2026-01-14T20:35:57.433474] [INFO ] [main      ] Fetching symbol history for ARES...
[2026-01-14T20:35:57.433520] [DEBUG] [REMOTE    ] ARES: Fetching historical data.
[2026-01-14T20:35:57.434657] [INFO ] [main      ] Progress: 96/419 forecasts completed (22.9%). MSGS finished in 0.8s. ETA: 57.1s. Rate: 339.13 forecasts/min
[2026-01-14T20:35:57.448122] [DEBUG] [REMOTE    ] ARES: Successfully parsed 300 rows of historical data.
[2026-01-14T20:35:57.449135] [DEBUG] [LOCAL     ] Loaded configuration for ARES: 4 features, N/A% accuracy
[2026-01-14T20:35:57.449187] [INFO ] [LOCAL     ] ARES: Loaded 4 optimal features with 55.42% confidence from JSON config
[2026-01-14T20:35:57.449220] [DEBUG] [MAG       ] Building data for symbol: ARES with lookback: 0
[2026-01-14T20:35:57.450036] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-14T20:35:57.450098] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:35:57.451832] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:35:57.452346] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-14T20:35:57.453192] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-14T20:35:57.495366] [DEBUG] [MAG       ] BLBD: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:35:57.508818] [DEBUG] [MAG       ] KBWY: Last date is validated at 2026-01-14
[2026-01-14T20:35:57.568499] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:35:57.590935] [INFO ] [LOCAL     ] BLBD: Saved forecast.
[2026-01-14T20:35:57.591011] [INFO ] [main      ] BLBD: Signal=1 (Conf=90.0%), Magnitude=1.74% (Conf=61.0506%)
[2026-01-14T20:35:57.591377] [INFO ] [main      ] Progress: 97/419 forecasts completed (23.2%). BLBD finished in 0.7s. ETA: 56.9s. Rate: 339.53 forecasts/min
[2026-01-14T20:35:57.591509] [INFO ] [main      ] Fetching symbol history for ESTA...
[2026-01-14T20:35:57.591552] [DEBUG] [REMOTE    ] ESTA: Fetching historical data.
[2026-01-14T20:35:57.602830] [DEBUG] [REMOTE    ] ESTA: Successfully parsed 300 rows of historical data.
[2026-01-14T20:35:57.604170] [DEBUG] [LOCAL     ] Loaded configuration for ESTA: 5 features, N/A% accuracy
[2026-01-14T20:35:57.604225] [INFO ] [LOCAL     ] ESTA: Loaded 5 optimal features with 49.92% confidence from JSON config
[2026-01-14T20:35:57.604257] [DEBUG] [MAG       ] Building data for symbol: ESTA with lookback: 0
[2026-01-14T20:35:57.605252] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-14T20:35:57.605314] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:35:57.607217] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:35:57.607786] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:35:57.612543] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-14T20:35:57.613608] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-14T20:35:57.663564] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:35:57.678936] [DEBUG] [MAG       ] KBWY: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:35:57.735369] [INFO ] [LOCAL     ] KBWY: Saved forecast.
[2026-01-14T20:35:57.735439] [INFO ] [main      ] KBWY: Signal=1 (Conf=90.0%), Magnitude=-1.65% (Conf=53.2943%)
[2026-01-14T20:35:57.735970] [INFO ] [main      ] Fetching symbol history for ATRO...
[2026-01-14T20:35:57.736035] [DEBUG] [REMOTE    ] ATRO: Fetching historical data.
[2026-01-14T20:35:57.737686] [INFO ] [main      ] Progress: 98/419 forecasts completed (23.4%). KBWY finished in 0.6s. ETA: 56.6s. Rate: 340.13 forecasts/min
[2026-01-14T20:35:57.748777] [DEBUG] [REMOTE    ] ATRO: Successfully parsed 300 rows of historical data.
[2026-01-14T20:35:57.749660] [DEBUG] [LOCAL     ] Loaded configuration for ATRO: 2 features, N/A% accuracy
[2026-01-14T20:35:57.749720] [INFO ] [LOCAL     ] ATRO: Loaded 2 optimal features with 61.51% confidence from JSON config
[2026-01-14T20:35:57.749751] [DEBUG] [MAG       ] Building data for symbol: ATRO with lookback: 0
[2026-01-14T20:35:57.750557] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-14T20:35:57.750636] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:35:57.755475] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-14T20:35:57.756588] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:35:57.763341] [DEBUG] [MAG       ] AGNCL: Last date is validated at 2026-01-14
[2026-01-14T20:35:57.937185] [DEBUG] [MAG       ] ARES: Last date is validated at 2026-01-14
[2026-01-14T20:35:57.939139] [DEBUG] [MAG       ] AGNCL: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:35:57.992903] [INFO ] [LOCAL     ] AGNCL: Saved forecast.
[2026-01-14T20:35:57.992972] [INFO ] [main      ] AGNCL: Signal=1 (Conf=90.0%), Magnitude=-0.27% (Conf=56.4549%)
[2026-01-14T20:35:57.993391] [INFO ] [main      ] Fetching symbol history for KIDS...
[2026-01-14T20:35:57.993444] [DEBUG] [REMOTE    ] KIDS: Fetching historical data.
[2026-01-14T20:35:57.994656] [INFO ] [main      ] Progress: 99/419 forecasts completed (23.6%). AGNCL finished in 0.6s. ETA: 56.7s. Rate: 338.57 forecasts/min
[2026-01-14T20:35:58.004851] [DEBUG] [REMOTE    ] KIDS: Successfully parsed 300 rows of historical data.
[2026-01-14T20:35:58.005962] [DEBUG] [LOCAL     ] Loaded configuration for KIDS: 9 features, N/A% accuracy
[2026-01-14T20:35:58.006016] [INFO ] [LOCAL     ] KIDS: Loaded 9 optimal features with 63.26% confidence from JSON config
[2026-01-14T20:35:58.006048] [DEBUG] [MAG       ] Building data for symbol: KIDS with lookback: 0
[2026-01-14T20:35:58.006855] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-14T20:35:58.006932] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-14T20:35:58.007730] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-14T20:35:58.009553] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-14T20:35:58.010299] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:35:58.012177] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-14T20:35:58.012518] [DEBUG] [MAG       ] ESTA: Last date is validated at 2026-01-14
[2026-01-14T20:35:58.013389] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2026-01-14T20:35:58.014564] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:35:58.015087] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-14T20:35:58.017122] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2026-01-14T20:35:58.019953] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:35:58.093951] [DEBUG] [MAG       ] ATRO: Last date is validated at 2026-01-14
[2026-01-14T20:35:58.110235] [DEBUG] [MAG       ] ARES: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:35:58.189021] [DEBUG] [MAG       ] ESTA: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:35:58.251722] [INFO ] [LOCAL     ] ARES: Saved forecast.
[2026-01-14T20:35:58.251800] [INFO ] [main      ] ARES: Signal=1 (Conf=90.0%), Magnitude=-0.57% (Conf=55.416%)
[2026-01-14T20:35:58.252213] [INFO ] [main      ] Fetching symbol history for TBIL...
[2026-01-14T20:35:58.252268] [DEBUG] [REMOTE    ] TBIL: Fetching historical data.
[2026-01-14T20:35:58.252202] [INFO ] [main      ] Progress: 100/419 forecasts completed (23.9%). ARES finished in 0.8s. ETA: 56.8s. Rate: 337.04 forecasts/min
[2026-01-14T20:35:58.261520] [DEBUG] [MAG       ] ATRO: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:35:58.266854] [DEBUG] [REMOTE    ] TBIL: Successfully parsed 300 rows of historical data.
[2026-01-14T20:35:58.267851] [DEBUG] [LOCAL     ] Loaded configuration for TBIL: 50 features, N/A% accuracy
[2026-01-14T20:35:58.267912] [INFO ] [LOCAL     ] TBIL: Loaded 50 optimal features with 14.41% confidence from JSON config
[2026-01-14T20:35:58.267948] [DEBUG] [MAG       ] Building data for symbol: TBIL with lookback: 0
[2026-01-14T20:35:58.268910] [DEBUG] [FEATURES  ] DataBuilder: Executing 50 feature methods.
[2026-01-14T20:35:58.269010] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:35:58.274084] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:35:58.275981] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:35:58.276485] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:35:58.276964] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:35:58.277363] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-14T20:35:58.278176] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-14T20:35:58.279043] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-14T20:35:58.281536] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-14T20:35:58.293228] [INFO ] [LOCAL     ] ESTA: Saved forecast.
[2026-01-14T20:35:58.293304] [INFO ] [main      ] ESTA: Signal=1 (Conf=90.0%), Magnitude=-2.74% (Conf=49.9198%)
[2026-01-14T20:35:58.293706] [INFO ] [main      ] Progress: 101/419 forecasts completed (24.1%). ESTA finished in 0.7s. ETA: 56.2s. Rate: 339.62 forecasts/min
[2026-01-14T20:35:58.293852] [INFO ] [main      ] Fetching symbol history for IHS...
[2026-01-14T20:35:58.293897] [DEBUG] [REMOTE    ] IHS: Fetching historical data.
[2026-01-14T20:35:58.304755] [DEBUG] [REMOTE    ] IHS: Successfully parsed 300 rows of historical data.
[2026-01-14T20:35:58.305799] [DEBUG] [LOCAL     ] Loaded configuration for IHS: 5 features, N/A% accuracy
[2026-01-14T20:35:58.305858] [INFO ] [LOCAL     ] IHS: Loaded 5 optimal features with 39.05% confidence from JSON config
[2026-01-14T20:35:58.305891] [DEBUG] [MAG       ] Building data for symbol: IHS with lookback: 0
[2026-01-14T20:35:58.306668] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-14T20:35:58.306730] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:35:58.308396] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:35:58.308910] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:35:58.309297] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-14T20:35:58.357946] [INFO ] [LOCAL     ] ATRO: Saved forecast.
[2026-01-14T20:35:58.358014] [INFO ] [main      ] ATRO: Signal=1 (Conf=90.0%), Magnitude=-7.96% (Conf=61.5086%)
[2026-01-14T20:35:58.358482] [INFO ] [main      ] Fetching symbol history for KPRX...
[2026-01-14T20:35:58.358536] [DEBUG] [REMOTE    ] KPRX: Fetching historical data.
[2026-01-14T20:35:58.358661] [INFO ] [main      ] Progress: 102/419 forecasts completed (24.3%). ATRO finished in 0.6s. ETA: 55.7s. Rate: 341.74 forecasts/min
[2026-01-14T20:35:58.368893] [DEBUG] [REMOTE    ] KPRX: Successfully parsed 300 rows of historical data.
[2026-01-14T20:35:58.369750] [DEBUG] [LOCAL     ] Loaded configuration for KPRX: 3 features, N/A% accuracy
[2026-01-14T20:35:58.369808] [INFO ] [LOCAL     ] KPRX: Loaded 3 optimal features with 49.41% confidence from JSON config
[2026-01-14T20:35:58.369840] [DEBUG] [MAG       ] Building data for symbol: KPRX with lookback: 0
[2026-01-14T20:35:58.370788] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-14T20:35:58.370850] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-14T20:35:58.371761] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-14T20:35:58.375777] [DEBUG] [MAG       ] KIDS: Last date is validated at 2026-01-14
[2026-01-14T20:35:58.402861] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-14T20:35:58.404949] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-14T20:35:58.412110] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-14T20:35:58.412932] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:35:58.426339] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-14T20:35:58.428094] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:35:58.446226] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-14T20:35:58.447486] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-14T20:35:58.489195] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-14T20:35:58.490517] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-14T20:35:58.492087] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-14T20:35:58.548605] [DEBUG] [MAG       ] KIDS: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:35:58.573307] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-14T20:35:58.574261] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-14T20:35:58.576247] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-14T20:35:58.579472] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-14T20:35:58.580826] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-14T20:35:58.583076] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-14T20:35:58.583980] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-14T20:35:58.588798] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-14T20:35:58.590182] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-14T20:35:58.591683] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2026-01-14T20:35:58.593335] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-14T20:35:58.596470] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-14T20:35:58.597243] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-14T20:35:58.598401] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-14T20:35:58.600568] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-14T20:35:58.601763] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-14T20:35:58.602500] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-14T20:35:58.603257] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2026-01-14T20:35:58.604002] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-14T20:35:58.607034] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-14T20:35:58.608766] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-14T20:35:58.611382] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2026-01-14T20:35:58.613736] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2026-01-14T20:35:58.617810] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-14T20:35:58.635284] [INFO ] [LOCAL     ] KIDS: Saved forecast.
[2026-01-14T20:35:58.635351] [INFO ] [main      ] KIDS: Signal=1 (Conf=90.0%), Magnitude=-1.88% (Conf=63.2605%)
[2026-01-14T20:35:58.635725] [INFO ] [main      ] Fetching symbol history for AFYA...
[2026-01-14T20:35:58.635783] [DEBUG] [REMOTE    ] AFYA: Fetching historical data.
[2026-01-14T20:35:58.636684] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-14T20:35:58.637672] [INFO ] [main      ] Progress: 103/419 forecasts completed (24.6%). KIDS finished in 0.6s. ETA: 55.8s. Rate: 339.80 forecasts/min
[2026-01-14T20:35:58.638912] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-14T20:35:58.640859] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-14T20:35:58.641648] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-14T20:35:58.643559] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2026-01-14T20:35:58.645386] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-14T20:35:58.646434] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-14T20:35:58.646980] [DEBUG] [REMOTE    ] AFYA: Successfully parsed 300 rows of historical data.
[2026-01-14T20:35:58.647924] [DEBUG] [LOCAL     ] Loaded configuration for AFYA: 0 features, N/A% accuracy
[2026-01-14T20:35:58.647986] [INFO ] [LOCAL     ] AFYA: Loaded 0 optimal features with 44.94% confidence from JSON config
[2026-01-14T20:35:58.647973] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-14T20:35:58.648019] [DEBUG] [MAG       ] Building data for symbol: AFYA with lookback: 0
[2026-01-14T20:35:58.648846] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2026-01-14T20:35:58.650324] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2026-01-14T20:35:58.652197] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2026-01-14T20:35:58.654160] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:35:58.750076] [DEBUG] [MAG       ] KPRX: Last date is validated at 2026-01-14
[2026-01-14T20:35:58.780682] [DEBUG] [MAG       ] IHS: Last date is validated at 2026-01-14
[2026-01-14T20:35:58.917371] [DEBUG] [MAG       ] KPRX: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:35:58.952594] [DEBUG] [MAG       ] IHS: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:35:58.973661] [INFO ] [LOCAL     ] KPRX: Saved forecast.
[2026-01-14T20:35:58.973729] [INFO ] [main      ] KPRX: Signal=1 (Conf=90.0%), Magnitude=-1.12% (Conf=49.4114%)
[2026-01-14T20:35:58.973892] [INFO ] [main      ] Fetching symbol history for QVAL...
[2026-01-14T20:35:58.973936] [DEBUG] [REMOTE    ] QVAL: Fetching historical data.
[2026-01-14T20:35:58.975645] [INFO ] [main      ] Progress: 104/419 forecasts completed (24.8%). KPRX finished in 0.6s. ETA: 56.1s. Rate: 336.83 forecasts/min
[2026-01-14T20:35:58.985740] [DEBUG] [REMOTE    ] QVAL: Successfully parsed 300 rows of historical data.
[2026-01-14T20:35:58.986742] [DEBUG] [LOCAL     ] Loaded configuration for QVAL: 4 features, N/A% accuracy
[2026-01-14T20:35:58.986802] [INFO ] [LOCAL     ] QVAL: Loaded 4 optimal features with 53.96% confidence from JSON config
[2026-01-14T20:35:58.986834] [DEBUG] [MAG       ] Building data for symbol: QVAL with lookback: 0
[2026-01-14T20:35:58.987701] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-14T20:35:58.987765] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:35:58.992910] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:35:58.994912] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:35:58.995457] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-14T20:35:58.996277] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:35:59.000220] [DEBUG] [MAG       ] TBIL: Last date is validated at 2026-01-14
[2026-01-14T20:35:59.002593] [DEBUG] [MAG       ] AFYA: Last date is validated at 2026-01-14
[2026-01-14T20:35:59.013154] [INFO ] [LOCAL     ] IHS: Saved forecast.
[2026-01-14T20:35:59.013229] [INFO ] [main      ] IHS: Signal=1 (Conf=90.0%), Magnitude=0.98% (Conf=39.0465%)
[2026-01-14T20:35:59.013609] [INFO ] [main      ] Fetching symbol history for SNGX...
[2026-01-14T20:35:59.013664] [DEBUG] [REMOTE    ] SNGX: Fetching historical data.
[2026-01-14T20:35:59.013670] [INFO ] [main      ] Progress: 105/419 forecasts completed (25.1%). IHS finished in 0.7s. ETA: 55.5s. Rate: 339.38 forecasts/min
[2026-01-14T20:35:59.024698] [DEBUG] [REMOTE    ] SNGX: Successfully parsed 300 rows of historical data.
[2026-01-14T20:35:59.025804] [DEBUG] [LOCAL     ] Loaded configuration for SNGX: 5 features, N/A% accuracy
[2026-01-14T20:35:59.025859] [INFO ] [LOCAL     ] SNGX: Loaded 5 optimal features with 43.57% confidence from JSON config
[2026-01-14T20:35:59.025891] [DEBUG] [MAG       ] Building data for symbol: SNGX with lookback: 0
[2026-01-14T20:35:59.026680] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-14T20:35:59.026741] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:35:59.031510] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-14T20:35:59.032335] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-14T20:35:59.032952] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-14T20:35:59.035685] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2026-01-14T20:35:59.037285] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:35:59.169855] [DEBUG] [MAG       ] TBIL: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:35:59.170721] [DEBUG] [MAG       ] AFYA: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:35:59.236175] [INFO ] [LOCAL     ] AFYA: Saved forecast.
[2026-01-14T20:35:59.239592] [INFO ] [main      ] AFYA: Signal=1 (Conf=90.0%), Magnitude=0.21% (Conf=44.9433%)
[2026-01-14T20:35:59.240104] [INFO ] [main      ] Progress: 106/419 forecasts completed (25.3%). AFYA finished in 0.6s. ETA: 55.5s. Rate: 338.48 forecasts/min
[2026-01-14T20:35:59.240260] [INFO ] [main      ] Fetching symbol history for AES...
[2026-01-14T20:35:59.240311] [DEBUG] [REMOTE    ] AES: Fetching historical data.
[2026-01-14T20:35:59.252400] [DEBUG] [REMOTE    ] AES: Successfully parsed 300 rows of historical data.
[2026-01-14T20:35:59.253457] [DEBUG] [LOCAL     ] Loaded configuration for AES: 1 features, N/A% accuracy
[2026-01-14T20:35:59.253509] [INFO ] [LOCAL     ] AES: Loaded 1 optimal features with 55.64% confidence from JSON config
[2026-01-14T20:35:59.253540] [DEBUG] [MAG       ] Building data for symbol: AES with lookback: 0
[2026-01-14T20:35:59.254343] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-14T20:35:59.254410] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-14T20:35:59.256461] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:35:59.348550] [DEBUG] [MAG       ] QVAL: Last date is validated at 2026-01-14
[2026-01-14T20:35:59.390417] [DEBUG] [MAG       ] SNGX: Last date is validated at 2026-01-14
[2026-01-14T20:35:59.439855] [INFO ] [LOCAL     ] TBIL: Saved forecast.
[2026-01-14T20:35:59.439931] [INFO ] [main      ] TBIL: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=14.406%)
[2026-01-14T20:35:59.440333] [INFO ] [main      ] Fetching symbol history for LINC...
[2026-01-14T20:35:59.440384] [DEBUG] [REMOTE    ] LINC: Fetching historical data.
[2026-01-14T20:35:59.440668] [INFO ] [main      ] Progress: 107/419 forecasts completed (25.5%). TBIL finished in 1.2s. ETA: 55.4s. Rate: 338.07 forecasts/min
[2026-01-14T20:35:59.453805] [DEBUG] [REMOTE    ] LINC: Successfully parsed 300 rows of historical data.
[2026-01-14T20:35:59.454797] [DEBUG] [LOCAL     ] Loaded configuration for LINC: 8 features, N/A% accuracy
[2026-01-14T20:35:59.454849] [INFO ] [LOCAL     ] LINC: Loaded 8 optimal features with 42.50% confidence from JSON config
[2026-01-14T20:35:59.454881] [DEBUG] [MAG       ] Building data for symbol: LINC with lookback: 0
[2026-01-14T20:35:59.455707] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-14T20:35:59.455768] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:35:59.460563] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:35:59.462482] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:35:59.463012] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:35:59.463427] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-14T20:35:59.465890] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-14T20:35:59.467567] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-14T20:35:59.468305] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-14T20:35:59.469040] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:35:59.520119] [DEBUG] [MAG       ] QVAL: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:35:59.563342] [DEBUG] [MAG       ] SNGX: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:35:59.586642] [DEBUG] [MAG       ] AES: Last date is validated at 2026-01-14
[2026-01-14T20:35:59.594970] [INFO ] [LOCAL     ] QVAL: Saved forecast.
[2026-01-14T20:35:59.595038] [INFO ] [main      ] QVAL: Signal=1 (Conf=90.0%), Magnitude=1.15% (Conf=53.9553%)
[2026-01-14T20:35:59.595482] [INFO ] [main      ] Fetching symbol history for ACTG...
[2026-01-14T20:35:59.595534] [DEBUG] [REMOTE    ] ACTG: Fetching historical data.
[2026-01-14T20:35:59.596644] [INFO ] [main      ] Progress: 108/419 forecasts completed (25.8%). QVAL finished in 0.6s. ETA: 55.1s. Rate: 338.44 forecasts/min
[2026-01-14T20:35:59.606499] [DEBUG] [REMOTE    ] ACTG: Successfully parsed 300 rows of historical data.
[2026-01-14T20:35:59.607366] [DEBUG] [LOCAL     ] Loaded configuration for ACTG: 1 features, N/A% accuracy
[2026-01-14T20:35:59.607416] [INFO ] [LOCAL     ] ACTG: Loaded 1 optimal features with 50.22% confidence from JSON config
[2026-01-14T20:35:59.607446] [DEBUG] [MAG       ] Building data for symbol: ACTG with lookback: 0
[2026-01-14T20:35:59.608253] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-14T20:35:59.608311] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:35:59.613161] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:35:59.635727] [INFO ] [LOCAL     ] SNGX: Saved forecast.
[2026-01-14T20:35:59.635807] [INFO ] [main      ] SNGX: Signal=1 (Conf=90.0%), Magnitude=7.53% (Conf=43.5711%)
[2026-01-14T20:35:59.636384] [INFO ] [main      ] Progress: 109/419 forecasts completed (26.0%). SNGX finished in 0.6s. ETA: 54.6s. Rate: 340.87 forecasts/min
[2026-01-14T20:35:59.636523] [INFO ] [main      ] Fetching symbol history for GBAB...
[2026-01-14T20:35:59.636587] [DEBUG] [REMOTE    ] GBAB: Fetching historical data.
[2026-01-14T20:35:59.650733] [DEBUG] [REMOTE    ] GBAB: Successfully parsed 300 rows of historical data.
[2026-01-14T20:35:59.651799] [DEBUG] [LOCAL     ] Loaded configuration for GBAB: 5 features, N/A% accuracy
[2026-01-14T20:35:59.651855] [INFO ] [LOCAL     ] GBAB: Loaded 5 optimal features with 55.86% confidence from JSON config
[2026-01-14T20:35:59.651887] [DEBUG] [MAG       ] Building data for symbol: GBAB with lookback: 0
[2026-01-14T20:35:59.652751] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-14T20:35:59.652813] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:35:59.654500] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:35:59.655054] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:35:59.655561] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-14T20:35:59.656559] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-14T20:35:59.700334] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:35:59.756420] [DEBUG] [MAG       ] AES: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:35:59.826238] [INFO ] [LOCAL     ] AES: Saved forecast.
[2026-01-14T20:35:59.826309] [INFO ] [main      ] AES: Signal=1 (Conf=90.0%), Magnitude=-0.00% (Conf=55.6418%)
[2026-01-14T20:35:59.826471] [INFO ] [main      ] Fetching symbol history for CELZ...
[2026-01-14T20:35:59.826515] [DEBUG] [REMOTE    ] CELZ: Fetching historical data.
[2026-01-14T20:35:59.828665] [INFO ] [main      ] Progress: 110/419 forecasts completed (26.3%). AES finished in 0.6s. ETA: 54.4s. Rate: 340.59 forecasts/min
[2026-01-14T20:35:59.829108] [DEBUG] [MAG       ] LINC: Last date is validated at 2026-01-14
[2026-01-14T20:35:59.837651] [DEBUG] [REMOTE    ] CELZ: Successfully parsed 300 rows of historical data.
[2026-01-14T20:35:59.838480] [DEBUG] [LOCAL     ] Loaded configuration for CELZ: 6 features, N/A% accuracy
[2026-01-14T20:35:59.838530] [INFO ] [LOCAL     ] CELZ: Loaded 6 optimal features with 68.76% confidence from JSON config
[2026-01-14T20:35:59.838562] [DEBUG] [MAG       ] Building data for symbol: CELZ with lookback: 0
[2026-01-14T20:35:59.839344] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-14T20:35:59.839405] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:35:59.844234] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:35:59.845992] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:35:59.846479] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:35:59.846889] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-14T20:35:59.849664] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-14T20:35:59.850295] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:35:59.959537] [DEBUG] [MAG       ] ACTG: Last date is validated at 2026-01-14
[2026-01-14T20:36:00.005741] [DEBUG] [MAG       ] LINC: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:00.057190] [DEBUG] [MAG       ] GBAB: Last date is validated at 2026-01-14
[2026-01-14T20:36:00.089435] [INFO ] [LOCAL     ] LINC: Saved forecast.
[2026-01-14T20:36:00.089508] [INFO ] [main      ] LINC: Signal=1 (Conf=90.0%), Magnitude=-2.43% (Conf=42.4983%)
[2026-01-14T20:36:00.089709] [INFO ] [main      ] Fetching symbol history for WCLD...
[2026-01-14T20:36:00.089767] [DEBUG] [REMOTE    ] WCLD: Fetching historical data.
[2026-01-14T20:36:00.091661] [INFO ] [main      ] Progress: 111/419 forecasts completed (26.5%). LINC finished in 0.6s. ETA: 54.5s. Rate: 339.08 forecasts/min
[2026-01-14T20:36:00.103248] [DEBUG] [REMOTE    ] WCLD: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:00.104450] [DEBUG] [LOCAL     ] Loaded configuration for WCLD: 5 features, N/A% accuracy
[2026-01-14T20:36:00.104502] [INFO ] [LOCAL     ] WCLD: Loaded 5 optimal features with 53.31% confidence from JSON config
[2026-01-14T20:36:00.104533] [DEBUG] [MAG       ] Building data for symbol: WCLD with lookback: 0
[2026-01-14T20:36:00.105311] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-14T20:36:00.105372] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:00.107066] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:36:00.107601] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-14T20:36:00.108546] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-14T20:36:00.110929] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-14T20:36:00.161280] [DEBUG] [MAG       ] ACTG: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:00.187660] [DEBUG] [MAG       ] CELZ: Last date is validated at 2026-01-14
[2026-01-14T20:36:00.189702] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:00.217722] [INFO ] [LOCAL     ] ACTG: Saved forecast.
[2026-01-14T20:36:00.217793] [INFO ] [main      ] ACTG: Signal=1 (Conf=90.0%), Magnitude=0.16% (Conf=50.2221%)
[2026-01-14T20:36:00.218167] [INFO ] [main      ] Fetching symbol history for TRNS...
[2026-01-14T20:36:00.218218] [DEBUG] [REMOTE    ] TRNS: Fetching historical data.
[2026-01-14T20:36:00.218674] [INFO ] [main      ] Progress: 112/419 forecasts completed (26.7%). ACTG finished in 0.6s. ETA: 54.2s. Rate: 339.94 forecasts/min
[2026-01-14T20:36:00.227635] [DEBUG] [MAG       ] GBAB: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:00.229309] [DEBUG] [REMOTE    ] TRNS: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:00.232064] [DEBUG] [LOCAL     ] Loaded configuration for TRNS: 2 features, N/A% accuracy
[2026-01-14T20:36:00.232122] [INFO ] [LOCAL     ] TRNS: Loaded 2 optimal features with 53.68% confidence from JSON config
[2026-01-14T20:36:00.232155] [DEBUG] [MAG       ] Building data for symbol: TRNS with lookback: 0
[2026-01-14T20:36:00.233027] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-14T20:36:00.233095] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:00.238512] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-14T20:36:00.254144] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:00.287963] [INFO ] [LOCAL     ] GBAB: Saved forecast.
[2026-01-14T20:36:00.288041] [INFO ] [main      ] GBAB: Signal=1 (Conf=90.0%), Magnitude=0.41% (Conf=55.8641%)
[2026-01-14T20:36:00.288428] [INFO ] [main      ] Progress: 113/419 forecasts completed (27.0%). GBAB finished in 0.7s. ETA: 53.7s. Rate: 341.77 forecasts/min
[2026-01-14T20:36:00.288554] [INFO ] [main      ] Fetching symbol history for ALGN...
[2026-01-14T20:36:00.288616] [DEBUG] [REMOTE    ] ALGN: Fetching historical data.
[2026-01-14T20:36:00.300844] [DEBUG] [REMOTE    ] ALGN: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:00.301955] [DEBUG] [LOCAL     ] Loaded configuration for ALGN: 5 features, N/A% accuracy
[2026-01-14T20:36:00.302012] [INFO ] [LOCAL     ] ALGN: Loaded 5 optimal features with 59.55% confidence from JSON config
[2026-01-14T20:36:00.302045] [DEBUG] [MAG       ] Building data for symbol: ALGN with lookback: 0
[2026-01-14T20:36:00.302859] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-14T20:36:00.302928] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:00.304730] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:36:00.305259] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:36:00.305676] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-14T20:36:00.306738] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-14T20:36:00.308105] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:00.360759] [DEBUG] [MAG       ] CELZ: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:00.430088] [INFO ] [LOCAL     ] CELZ: Saved forecast.
[2026-01-14T20:36:00.430160] [INFO ] [main      ] CELZ: Signal=1 (Conf=90.0%), Magnitude=1.33% (Conf=68.7642%)
[2026-01-14T20:36:00.430553] [INFO ] [main      ] Fetching symbol history for CAAP...
[2026-01-14T20:36:00.430622] [DEBUG] [REMOTE    ] CAAP: Fetching historical data.
[2026-01-14T20:36:00.430672] [INFO ] [main      ] Progress: 114/419 forecasts completed (27.2%). CELZ finished in 0.6s. ETA: 53.5s. Rate: 342.34 forecasts/min
[2026-01-14T20:36:00.449869] [DEBUG] [REMOTE    ] CAAP: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:00.450908] [DEBUG] [LOCAL     ] Loaded configuration for CAAP: 8 features, N/A% accuracy
[2026-01-14T20:36:00.450984] [INFO ] [LOCAL     ] CAAP: Loaded 8 optimal features with 49.03% confidence from JSON config
[2026-01-14T20:36:00.451021] [DEBUG] [MAG       ] Building data for symbol: CAAP with lookback: 0
[2026-01-14T20:36:00.451898] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-14T20:36:00.451965] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:00.454727] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:36:00.455439] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:36:00.455883] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-14T20:36:00.458262] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-14T20:36:00.460222] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-14T20:36:00.549655] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-14T20:36:00.551311] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-14T20:36:00.552238] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:00.596711] [DEBUG] [MAG       ] TRNS: Last date is validated at 2026-01-14
[2026-01-14T20:36:00.633766] [DEBUG] [MAG       ] WCLD: Last date is validated at 2026-01-14
[2026-01-14T20:36:00.678488] [DEBUG] [MAG       ] ALGN: Last date is validated at 2026-01-14
[2026-01-14T20:36:00.767525] [DEBUG] [MAG       ] TRNS: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:00.862292] [DEBUG] [MAG       ] WCLD: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:00.882937] [DEBUG] [MAG       ] ALGN: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:00.932718] [INFO ] [LOCAL     ] TRNS: Saved forecast.
[2026-01-14T20:36:00.932796] [INFO ] [main      ] TRNS: Signal=1 (Conf=90.0%), Magnitude=-2.55% (Conf=53.6793%)
[2026-01-14T20:36:00.933409] [INFO ] [main      ] Fetching symbol history for OBDC...
[2026-01-14T20:36:00.933460] [DEBUG] [REMOTE    ] OBDC: Fetching historical data.
[2026-01-14T20:36:00.934426] [INFO ] [main      ] Progress: 115/419 forecasts completed (27.4%). TRNS finished in 0.7s. ETA: 54.1s. Rate: 336.85 forecasts/min
[2026-01-14T20:36:00.945165] [DEBUG] [REMOTE    ] OBDC: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:00.946424] [DEBUG] [LOCAL     ] Loaded configuration for OBDC: 4 features, N/A% accuracy
[2026-01-14T20:36:00.946478] [INFO ] [LOCAL     ] OBDC: Loaded 4 optimal features with 48.76% confidence from JSON config
[2026-01-14T20:36:00.946510] [DEBUG] [MAG       ] Building data for symbol: OBDC with lookback: 0
[2026-01-14T20:36:00.947562] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-14T20:36:00.947662] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-14T20:36:00.948623] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-14T20:36:00.949429] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-14T20:36:00.951491] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-14T20:36:00.952242] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:00.979849] [INFO ] [LOCAL     ] WCLD: Saved forecast.
[2026-01-14T20:36:00.979922] [INFO ] [main      ] WCLD: Signal=1 (Conf=90.0%), Magnitude=-0.63% (Conf=53.3077%)
[2026-01-14T20:36:00.980086] [INFO ] [main      ] Fetching symbol history for CSTL...
[2026-01-14T20:36:00.980131] [DEBUG] [REMOTE    ] CSTL: Fetching historical data.
[2026-01-14T20:36:00.980952] [INFO ] [main      ] Progress: 116/419 forecasts completed (27.7%). WCLD finished in 0.9s. ETA: 53.6s. Rate: 339.00 forecasts/min
[2026-01-14T20:36:00.993955] [DEBUG] [REMOTE    ] CSTL: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:00.994787] [DEBUG] [LOCAL     ] Loaded configuration for CSTL: 5 features, N/A% accuracy
[2026-01-14T20:36:00.994842] [INFO ] [LOCAL     ] CSTL: Loaded 5 optimal features with 55.68% confidence from JSON config
[2026-01-14T20:36:00.994874] [DEBUG] [MAG       ] Building data for symbol: CSTL with lookback: 0
[2026-01-14T20:36:00.995719] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-14T20:36:00.995783] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:01.000964] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:01.003074] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:36:01.003796] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:36:01.004205] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-14T20:36:01.005003] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:01.135533] [INFO ] [LOCAL     ] ALGN: Saved forecast.
[2026-01-14T20:36:01.135686] [INFO ] [main      ] ALGN: Signal=1 (Conf=90.0%), Magnitude=1.43% (Conf=59.5514%)
[2026-01-14T20:36:01.135847] [INFO ] [main      ] Fetching symbol history for ROE...
[2026-01-14T20:36:01.135891] [DEBUG] [REMOTE    ] ROE: Fetching historical data.
[2026-01-14T20:36:01.136956] [INFO ] [main      ] Progress: 117/419 forecasts completed (27.9%). ALGN finished in 0.8s. ETA: 53.4s. Rate: 339.35 forecasts/min
[2026-01-14T20:36:01.157858] [DEBUG] [REMOTE    ] ROE: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:01.159371] [DEBUG] [LOCAL     ] Loaded configuration for ROE: 9 features, N/A% accuracy
[2026-01-14T20:36:01.159430] [INFO ] [LOCAL     ] ROE: Loaded 9 optimal features with 51.69% confidence from JSON config
[2026-01-14T20:36:01.159464] [DEBUG] [MAG       ] Building data for symbol: ROE with lookback: 0
[2026-01-14T20:36:01.160376] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-14T20:36:01.160443] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:01.165919] [DEBUG] [MAG       ] CAAP: Last date is validated at 2026-01-14
[2026-01-14T20:36:01.174290] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:01.189983] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:36:01.190656] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:36:01.191138] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-14T20:36:01.268399] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-14T20:36:01.317993] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-14T20:36:01.318977] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-14T20:36:01.319726] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2026-01-14T20:36:01.325521] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:01.360022] [DEBUG] [MAG       ] CSTL: Last date is validated at 2026-01-14
[2026-01-14T20:36:01.385552] [DEBUG] [MAG       ] OBDC: Last date is validated at 2026-01-14
[2026-01-14T20:36:01.421899] [DEBUG] [MAG       ] CAAP: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:01.533643] [DEBUG] [MAG       ] CSTL: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:01.543710] [INFO ] [LOCAL     ] CAAP: Saved forecast.
[2026-01-14T20:36:01.543782] [INFO ] [main      ] CAAP: Signal=1 (Conf=90.0%), Magnitude=-1.65% (Conf=49.0309%)
[2026-01-14T20:36:01.544139] [INFO ] [main      ] Fetching symbol history for SUZ...
[2026-01-14T20:36:01.544190] [DEBUG] [REMOTE    ] SUZ: Fetching historical data.
[2026-01-14T20:36:01.544672] [INFO ] [main      ] Progress: 118/419 forecasts completed (28.2%). CAAP finished in 1.1s. ETA: 53.8s. Rate: 335.63 forecasts/min
[2026-01-14T20:36:01.556205] [DEBUG] [REMOTE    ] SUZ: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:01.557258] [DEBUG] [LOCAL     ] Loaded configuration for SUZ: 2 features, N/A% accuracy
[2026-01-14T20:36:01.557314] [INFO ] [LOCAL     ] SUZ: Loaded 2 optimal features with 61.98% confidence from JSON config
[2026-01-14T20:36:01.557345] [DEBUG] [MAG       ] Building data for symbol: SUZ with lookback: 0
[2026-01-14T20:36:01.558163] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-14T20:36:01.558222] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-14T20:36:01.597106] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2026-01-14T20:36:01.598881] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:01.615695] [DEBUG] [MAG       ] OBDC: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:01.629743] [INFO ] [LOCAL     ] CSTL: Saved forecast.
[2026-01-14T20:36:01.629814] [INFO ] [main      ] CSTL: Signal=1 (Conf=90.0%), Magnitude=3.96% (Conf=55.6795%)
[2026-01-14T20:36:01.630009] [INFO ] [main      ] Fetching symbol history for MKC...
[2026-01-14T20:36:01.630054] [DEBUG] [REMOTE    ] MKC: Fetching historical data.
[2026-01-14T20:36:01.630793] [INFO ] [main      ] Progress: 119/419 forecasts completed (28.4%). CSTL finished in 0.6s. ETA: 53.4s. Rate: 337.10 forecasts/min
[2026-01-14T20:36:01.642907] [DEBUG] [REMOTE    ] MKC: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:01.644075] [DEBUG] [LOCAL     ] Loaded configuration for MKC: 3 features, N/A% accuracy
[2026-01-14T20:36:01.644127] [INFO ] [LOCAL     ] MKC: Loaded 3 optimal features with 61.79% confidence from JSON config
[2026-01-14T20:36:01.644158] [DEBUG] [MAG       ] Building data for symbol: MKC with lookback: 0
[2026-01-14T20:36:01.644972] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-14T20:36:01.645044] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:01.646758] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:36:01.647266] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-14T20:36:01.682036] [INFO ] [LOCAL     ] OBDC: Saved forecast.
[2026-01-14T20:36:01.682108] [INFO ] [main      ] OBDC: Signal=1 (Conf=90.0%), Magnitude=0.95% (Conf=48.7647%)
[2026-01-14T20:36:01.682483] [INFO ] [main      ] Progress: 120/419 forecasts completed (28.6%). OBDC finished in 0.7s. ETA: 52.9s. Rate: 339.11 forecasts/min
[2026-01-14T20:36:01.682634] [INFO ] [main      ] Fetching symbol history for DGICA...
[2026-01-14T20:36:01.682680] [DEBUG] [REMOTE    ] DGICA: Fetching historical data.
[2026-01-14T20:36:01.687533] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:01.693891] [DEBUG] [REMOTE    ] DGICA: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:01.695722] [DEBUG] [LOCAL     ] Loaded configuration for DGICA: 2 features, N/A% accuracy
[2026-01-14T20:36:01.695779] [INFO ] [LOCAL     ] DGICA: Loaded 2 optimal features with 52.64% confidence from JSON config
[2026-01-14T20:36:01.695811] [DEBUG] [MAG       ] Building data for symbol: DGICA with lookback: 0
[2026-01-14T20:36:01.696610] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-14T20:36:01.696680] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:01.701480] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-14T20:36:01.702703] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:01.715032] [DEBUG] [MAG       ] ROE: Last date is validated at 2026-01-14
[2026-01-14T20:36:01.906892] [DEBUG] [MAG       ] ROE: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:01.977908] [DEBUG] [MAG       ] SUZ: Last date is validated at 2026-01-14
[2026-01-14T20:36:01.989635] [INFO ] [LOCAL     ] ROE: Saved forecast.
[2026-01-14T20:36:01.989729] [INFO ] [main      ] ROE: Signal=1 (Conf=90.0%), Magnitude=0.71% (Conf=51.6858%)
[2026-01-14T20:36:01.990365] [INFO ] [main      ] Fetching symbol history for AAP...
[2026-01-14T20:36:01.990424] [DEBUG] [REMOTE    ] AAP: Fetching historical data.
[2026-01-14T20:36:01.990698] [INFO ] [main      ] Progress: 121/419 forecasts completed (28.9%). ROE finished in 0.9s. ETA: 53.1s. Rate: 337.04 forecasts/min
[2026-01-14T20:36:02.001938] [DEBUG] [REMOTE    ] AAP: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:02.003644] [DEBUG] [LOCAL     ] Loaded configuration for AAP: 5 features, N/A% accuracy
[2026-01-14T20:36:02.003716] [INFO ] [LOCAL     ] AAP: Loaded 5 optimal features with 47.83% confidence from JSON config
[2026-01-14T20:36:02.003753] [DEBUG] [MAG       ] Building data for symbol: AAP with lookback: 0
[2026-01-14T20:36:02.004655] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-14T20:36:02.004734] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-14T20:36:02.005700] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-14T20:36:02.006787] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-14T20:36:02.048898] [DEBUG] [MAG       ] DGICA: Last date is validated at 2026-01-14
[2026-01-14T20:36:02.059883] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-14T20:36:02.064765] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-14T20:36:02.066238] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:02.143551] [DEBUG] [MAG       ] MKC: Last date is validated at 2026-01-14
[2026-01-14T20:36:02.154667] [DEBUG] [MAG       ] SUZ: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:02.213735] [INFO ] [LOCAL     ] SUZ: Saved forecast.
[2026-01-14T20:36:02.213811] [INFO ] [main      ] SUZ: Signal=1 (Conf=90.0%), Magnitude=1.29% (Conf=61.9798%)
[2026-01-14T20:36:02.213971] [INFO ] [main      ] Fetching symbol history for LHX...
[2026-01-14T20:36:02.214014] [DEBUG] [REMOTE    ] LHX: Fetching historical data.
[2026-01-14T20:36:02.215694] [INFO ] [main      ] Progress: 122/419 forecasts completed (29.1%). SUZ finished in 0.7s. ETA: 53.0s. Rate: 336.31 forecasts/min
[2026-01-14T20:36:02.226007] [DEBUG] [REMOTE    ] LHX: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:02.227138] [DEBUG] [LOCAL     ] Loaded configuration for LHX: 5 features, N/A% accuracy
[2026-01-14T20:36:02.227191] [INFO ] [LOCAL     ] LHX: Loaded 5 optimal features with 57.96% confidence from JSON config
[2026-01-14T20:36:02.227222] [DEBUG] [MAG       ] Building data for symbol: LHX with lookback: 0
[2026-01-14T20:36:02.228113] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-14T20:36:02.228176] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-14T20:36:02.228917] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-14T20:36:02.229121] [DEBUG] [MAG       ] DGICA: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:02.229881] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-14T20:36:02.230531] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-14T20:36:02.231597] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-14T20:36:02.232784] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:02.295001] [INFO ] [LOCAL     ] DGICA: Saved forecast.
[2026-01-14T20:36:02.295071] [INFO ] [main      ] DGICA: Signal=1 (Conf=90.0%), Magnitude=2.17% (Conf=52.6418%)
[2026-01-14T20:36:02.295463] [INFO ] [main      ] Progress: 123/419 forecasts completed (29.4%). DGICA finished in 0.6s. ETA: 52.6s. Rate: 337.83 forecasts/min
[2026-01-14T20:36:02.295609] [INFO ] [main      ] Fetching symbol history for STBA...
[2026-01-14T20:36:02.295657] [DEBUG] [REMOTE    ] STBA: Fetching historical data.
[2026-01-14T20:36:02.306715] [DEBUG] [REMOTE    ] STBA: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:02.308014] [DEBUG] [LOCAL     ] Loaded configuration for STBA: 11 features, N/A% accuracy
[2026-01-14T20:36:02.308084] [INFO ] [LOCAL     ] STBA: Loaded 11 optimal features with 63.05% confidence from JSON config
[2026-01-14T20:36:02.308116] [DEBUG] [MAG       ] Building data for symbol: STBA with lookback: 0
[2026-01-14T20:36:02.309056] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2026-01-14T20:36:02.309125] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:02.314070] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:02.316015] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:36:02.316019] [DEBUG] [MAG       ] MKC: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:02.316557] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:36:02.316974] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-14T20:36:02.318761] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-14T20:36:02.319591] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-14T20:36:02.320850] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-14T20:36:02.321535] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2026-01-14T20:36:02.323184] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-14T20:36:02.325254] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-14T20:36:02.326503] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:02.413298] [INFO ] [LOCAL     ] MKC: Saved forecast.
[2026-01-14T20:36:02.413370] [INFO ] [main      ] MKC: Signal=1 (Conf=90.0%), Magnitude=1.81% (Conf=61.792%)
[2026-01-14T20:36:02.413328] [DEBUG] [MAG       ] AAP: Last date is validated at 2026-01-14
[2026-01-14T20:36:02.413536] [INFO ] [main      ] Fetching symbol history for BSJS...
[2026-01-14T20:36:02.413598] [DEBUG] [REMOTE    ] BSJS: Fetching historical data.
[2026-01-14T20:36:02.413942] [INFO ] [main      ] Progress: 124/419 forecasts completed (29.6%). MKC finished in 0.8s. ETA: 52.3s. Rate: 338.74 forecasts/min
[2026-01-14T20:36:02.427752] [DEBUG] [REMOTE    ] BSJS: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:02.428728] [DEBUG] [LOCAL     ] Loaded configuration for BSJS: 8 features, N/A% accuracy
[2026-01-14T20:36:02.428781] [INFO ] [LOCAL     ] BSJS: Loaded 8 optimal features with 30.56% confidence from JSON config
[2026-01-14T20:36:02.428812] [DEBUG] [MAG       ] Building data for symbol: BSJS with lookback: 0
[2026-01-14T20:36:02.429567] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-14T20:36:02.429650] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:02.434448] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:02.436213] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:36:02.436711] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:36:02.437166] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:36:02.437556] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-14T20:36:02.438690] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-14T20:36:02.440657] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2026-01-14T20:36:02.442027] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:02.578085] [DEBUG] [MAG       ] LHX: Last date is validated at 2026-01-14
[2026-01-14T20:36:02.579049] [DEBUG] [MAG       ] AAP: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:02.668361] [DEBUG] [MAG       ] STBA: Last date is validated at 2026-01-14
[2026-01-14T20:36:02.696713] [INFO ] [LOCAL     ] AAP: Saved forecast.
[2026-01-14T20:36:02.696788] [INFO ] [main      ] AAP: Signal=1 (Conf=90.0%), Magnitude=-1.37% (Conf=47.8253%)
[2026-01-14T20:36:02.697143] [INFO ] [main      ] Fetching symbol history for SRAD...
[2026-01-14T20:36:02.697194] [DEBUG] [REMOTE    ] SRAD: Fetching historical data.
[2026-01-14T20:36:02.697682] [INFO ] [main      ] Progress: 125/419 forecasts completed (29.8%). AAP finished in 0.7s. ETA: 52.3s. Rate: 337.12 forecasts/min
[2026-01-14T20:36:02.707991] [DEBUG] [REMOTE    ] SRAD: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:02.709138] [DEBUG] [LOCAL     ] Loaded configuration for SRAD: 4 features, N/A% accuracy
[2026-01-14T20:36:02.709192] [INFO ] [LOCAL     ] SRAD: Loaded 4 optimal features with 45.50% confidence from JSON config
[2026-01-14T20:36:02.709223] [DEBUG] [MAG       ] Building data for symbol: SRAD with lookback: 0
[2026-01-14T20:36:02.710038] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-14T20:36:02.710099] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-14T20:36:02.714447] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-14T20:36:02.715751] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-14T20:36:02.717546] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-14T20:36:02.718265] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:02.759942] [DEBUG] [MAG       ] LHX: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:02.776752] [DEBUG] [MAG       ] BSJS: Last date is validated at 2026-01-14
[2026-01-14T20:36:02.835436] [DEBUG] [MAG       ] STBA: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:02.899853] [INFO ] [LOCAL     ] LHX: Saved forecast.
[2026-01-14T20:36:02.899927] [INFO ] [main      ] LHX: Signal=1 (Conf=90.0%), Magnitude=-6.09% (Conf=57.9642%)
[2026-01-14T20:36:02.900308] [INFO ] [main      ] Fetching symbol history for YUMC...
[2026-01-14T20:36:02.900358] [DEBUG] [REMOTE    ] YUMC: Fetching historical data.
[2026-01-14T20:36:02.900403] [INFO ] [main      ] Progress: 126/419 forecasts completed (30.1%). LHX finished in 0.7s. ETA: 52.2s. Rate: 336.75 forecasts/min
[2026-01-14T20:36:02.911657] [DEBUG] [REMOTE    ] YUMC: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:02.912702] [DEBUG] [LOCAL     ] Loaded configuration for YUMC: 3 features, N/A% accuracy
[2026-01-14T20:36:02.912757] [INFO ] [LOCAL     ] YUMC: Loaded 3 optimal features with 49.37% confidence from JSON config
[2026-01-14T20:36:02.912788] [DEBUG] [MAG       ] Building data for symbol: YUMC with lookback: 0
[2026-01-14T20:36:02.913609] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-14T20:36:02.913671] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-14T20:36:02.914528] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-14T20:36:02.917041] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-14T20:36:02.917781] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:02.928356] [INFO ] [LOCAL     ] STBA: Saved forecast.
[2026-01-14T20:36:02.928439] [INFO ] [main      ] STBA: Signal=1 (Conf=90.0%), Magnitude=2.83% (Conf=63.0494%)
[2026-01-14T20:36:02.928851] [INFO ] [main      ] Progress: 127/419 forecasts completed (30.3%). STBA finished in 0.6s. ETA: 51.7s. Rate: 338.99 forecasts/min
[2026-01-14T20:36:02.928987] [INFO ] [main      ] Fetching symbol history for REVG...
[2026-01-14T20:36:02.929032] [DEBUG] [REMOTE    ] REVG: Fetching historical data.
[2026-01-14T20:36:02.939745] [DEBUG] [REMOTE    ] REVG: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:02.940666] [DEBUG] [LOCAL     ] Loaded configuration for REVG: 10 features, N/A% accuracy
[2026-01-14T20:36:02.940725] [INFO ] [LOCAL     ] REVG: Loaded 10 optimal features with 46.16% confidence from JSON config
[2026-01-14T20:36:02.940759] [DEBUG] [MAG       ] Building data for symbol: REVG with lookback: 0
[2026-01-14T20:36:02.941543] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2026-01-14T20:36:02.941626] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:02.943285] [DEBUG] [MAG       ] BSJS: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:02.946443] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:02.948234] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:36:02.948733] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:36:02.949172] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:36:02.949587] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-14T20:36:02.950334] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-14T20:36:02.951300] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2026-01-14T20:36:02.951996] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-14T20:36:02.953109] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-14T20:36:02.955124] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:03.003745] [INFO ] [LOCAL     ] BSJS: Saved forecast.
[2026-01-14T20:36:03.003822] [INFO ] [main      ] BSJS: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=30.5632%)
[2026-01-14T20:36:03.004154] [INFO ] [main      ] Fetching symbol history for WULF...
[2026-01-14T20:36:03.004209] [DEBUG] [REMOTE    ] WULF: Fetching historical data.
[2026-01-14T20:36:03.005659] [INFO ] [main      ] Progress: 128/419 forecasts completed (30.5%). BSJS finished in 0.6s. ETA: 51.3s. Rate: 340.49 forecasts/min
[2026-01-14T20:36:03.020612] [DEBUG] [REMOTE    ] WULF: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:03.021471] [DEBUG] [LOCAL     ] Loaded configuration for WULF: 7 features, N/A% accuracy
[2026-01-14T20:36:03.021527] [INFO ] [LOCAL     ] WULF: Loaded 7 optimal features with 57.65% confidence from JSON config
[2026-01-14T20:36:03.021558] [DEBUG] [MAG       ] Building data for symbol: WULF with lookback: 0
[2026-01-14T20:36:03.022333] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-14T20:36:03.022395] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:03.027190] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:03.028969] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:36:03.029452] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:36:03.029855] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-14T20:36:03.059381] [DEBUG] [MAG       ] SRAD: Last date is validated at 2026-01-14
[2026-01-14T20:36:03.077766] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-14T20:36:03.078975] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2026-01-14T20:36:03.082775] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:03.236484] [DEBUG] [MAG       ] SRAD: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:03.260814] [DEBUG] [MAG       ] YUMC: Last date is validated at 2026-01-14
[2026-01-14T20:36:03.292666] [DEBUG] [MAG       ] REVG: Last date is validated at 2026-01-14
[2026-01-14T20:36:03.327364] [INFO ] [LOCAL     ] SRAD: Saved forecast.
[2026-01-14T20:36:03.327441] [INFO ] [main      ] SRAD: Signal=1 (Conf=90.0%), Magnitude=0.38% (Conf=45.4979%)
[2026-01-14T20:36:03.327623] [INFO ] [main      ] Fetching symbol history for BIVI...
[2026-01-14T20:36:03.327691] [DEBUG] [REMOTE    ] BIVI: Fetching historical data.
[2026-01-14T20:36:03.328680] [INFO ] [main      ] Progress: 129/419 forecasts completed (30.8%). SRAD finished in 0.6s. ETA: 51.4s. Rate: 338.31 forecasts/min
[2026-01-14T20:36:03.339519] [DEBUG] [REMOTE    ] BIVI: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:03.340290] [DEBUG] [LOCAL     ] Loaded configuration for BIVI: 8 features, N/A% accuracy
[2026-01-14T20:36:03.340348] [INFO ] [LOCAL     ] BIVI: Loaded 8 optimal features with 26.61% confidence from JSON config
[2026-01-14T20:36:03.340381] [DEBUG] [MAG       ] Building data for symbol: BIVI with lookback: 0
[2026-01-14T20:36:03.341219] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-14T20:36:03.341284] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:03.346672] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:03.348690] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:36:03.349231] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:36:03.349745] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:36:03.350202] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-14T20:36:03.393122] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-14T20:36:03.393950] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-14T20:36:03.394994] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:03.419853] [DEBUG] [MAG       ] WULF: Last date is validated at 2026-01-14
[2026-01-14T20:36:03.429985] [DEBUG] [MAG       ] YUMC: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:03.465716] [DEBUG] [MAG       ] REVG: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:03.517557] [INFO ] [LOCAL     ] YUMC: Saved forecast.
[2026-01-14T20:36:03.517665] [INFO ] [main      ] YUMC: Signal=1 (Conf=90.0%), Magnitude=0.76% (Conf=49.3652%)
[2026-01-14T20:36:03.518015] [INFO ] [main      ] Fetching symbol history for PLTK...
[2026-01-14T20:36:03.518066] [DEBUG] [REMOTE    ] PLTK: Fetching historical data.
[2026-01-14T20:36:03.518053] [INFO ] [main      ] Progress: 130/419 forecasts completed (31.0%). YUMC finished in 0.6s. ETA: 51.3s. Rate: 338.13 forecasts/min
[2026-01-14T20:36:03.529273] [DEBUG] [REMOTE    ] PLTK: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:03.530493] [DEBUG] [LOCAL     ] Loaded configuration for PLTK: 6 features, N/A% accuracy
[2026-01-14T20:36:03.530546] [INFO ] [LOCAL     ] PLTK: Loaded 6 optimal features with 56.65% confidence from JSON config
[2026-01-14T20:36:03.530598] [DEBUG] [MAG       ] Building data for symbol: PLTK with lookback: 0
[2026-01-14T20:36:03.531421] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-14T20:36:03.531485] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:03.536408] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:03.538440] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:36:03.538954] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-14T20:36:03.539836] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-14T20:36:03.568518] [INFO ] [LOCAL     ] REVG: Saved forecast.
[2026-01-14T20:36:03.568611] [INFO ] [main      ] REVG: Signal=1 (Conf=90.0%), Magnitude=0.12% (Conf=46.1566%)
[2026-01-14T20:36:03.568786] [INFO ] [main      ] Fetching symbol history for CHCI...
[2026-01-14T20:36:03.568831] [DEBUG] [REMOTE    ] CHCI: Fetching historical data.
[2026-01-14T20:36:03.569945] [INFO ] [main      ] Progress: 131/419 forecasts completed (31.3%). REVG finished in 0.6s. ETA: 50.8s. Rate: 339.97 forecasts/min
[2026-01-14T20:36:03.580755] [DEBUG] [REMOTE    ] CHCI: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:03.581835] [DEBUG] [LOCAL     ] Loaded configuration for CHCI: 8 features, N/A% accuracy
[2026-01-14T20:36:03.581903] [INFO ] [LOCAL     ] CHCI: Loaded 8 optimal features with 49.65% confidence from JSON config
[2026-01-14T20:36:03.581943] [DEBUG] [MAG       ] Building data for symbol: CHCI with lookback: 0
[2026-01-14T20:36:03.582900] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-14T20:36:03.582966] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:03.589173] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:03.589742] [DEBUG] [MAG       ] WULF: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:03.591443] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:36:03.592053] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:36:03.592532] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-14T20:36:03.593675] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-14T20:36:03.596680] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-14T20:36:03.598256] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-14T20:36:03.599149] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:03.651933] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-14T20:36:03.653404] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:03.666538] [INFO ] [LOCAL     ] WULF: Saved forecast.
[2026-01-14T20:36:03.666624] [INFO ] [main      ] WULF: Signal=1 (Conf=90.0%), Magnitude=1.77% (Conf=57.6498%)
[2026-01-14T20:36:03.666786] [INFO ] [main      ] Fetching symbol history for MCRB...
[2026-01-14T20:36:03.666830] [DEBUG] [REMOTE    ] MCRB: Fetching historical data.
[2026-01-14T20:36:03.667892] [INFO ] [main      ] Progress: 132/419 forecasts completed (31.5%). WULF finished in 0.7s. ETA: 50.5s. Rate: 341.12 forecasts/min
[2026-01-14T20:36:03.679746] [DEBUG] [REMOTE    ] MCRB: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:03.680907] [DEBUG] [LOCAL     ] Loaded configuration for MCRB: 3 features, N/A% accuracy
[2026-01-14T20:36:03.680967] [INFO ] [LOCAL     ] MCRB: Loaded 3 optimal features with 46.86% confidence from JSON config
[2026-01-14T20:36:03.680998] [DEBUG] [MAG       ] Building data for symbol: MCRB with lookback: 0
[2026-01-14T20:36:03.681773] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-14T20:36:03.681832] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-14T20:36:03.755291] [DEBUG] [MAG       ] BIVI: Last date is validated at 2026-01-14
[2026-01-14T20:36:03.792387] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-14T20:36:03.793442] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-14T20:36:03.794155] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:03.938290] [DEBUG] [MAG       ] BIVI: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:03.953208] [DEBUG] [MAG       ] CHCI: Last date is validated at 2026-01-14
[2026-01-14T20:36:03.990966] [DEBUG] [MAG       ] PLTK: Last date is validated at 2026-01-14
[2026-01-14T20:36:04.036506] [INFO ] [LOCAL     ] BIVI: Saved forecast.
[2026-01-14T20:36:04.036606] [INFO ] [main      ] BIVI: Signal=1 (Conf=90.0%), Magnitude=1.58% (Conf=26.6091%)
[2026-01-14T20:36:04.036997] [INFO ] [main      ] Fetching symbol history for EVN...
[2026-01-14T20:36:04.037051] [DEBUG] [REMOTE    ] EVN: Fetching historical data.
[2026-01-14T20:36:04.037692] [INFO ] [main      ] Progress: 133/419 forecasts completed (31.7%). BIVI finished in 0.7s. ETA: 50.7s. Rate: 338.32 forecasts/min
[2026-01-14T20:36:04.048824] [DEBUG] [REMOTE    ] EVN: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:04.049866] [DEBUG] [LOCAL     ] Loaded configuration for EVN: 8 features, N/A% accuracy
[2026-01-14T20:36:04.049920] [INFO ] [LOCAL     ] EVN: Loaded 8 optimal features with 58.91% confidence from JSON config
[2026-01-14T20:36:04.049953] [DEBUG] [MAG       ] Building data for symbol: EVN with lookback: 0
[2026-01-14T20:36:04.050798] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-14T20:36:04.050864] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-14T20:36:04.053392] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-14T20:36:04.122594] [DEBUG] [MAG       ] CHCI: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:04.136744] [DEBUG] [MAG       ] MCRB: Last date is validated at 2026-01-14
[2026-01-14T20:36:04.167763] [DEBUG] [MAG       ] PLTK: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:04.172660] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-14T20:36:04.175080] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-14T20:36:04.200319] [INFO ] [LOCAL     ] CHCI: Saved forecast.
[2026-01-14T20:36:04.200392] [INFO ] [main      ] CHCI: Signal=1 (Conf=90.0%), Magnitude=-1.90% (Conf=49.6462%)
[2026-01-14T20:36:04.200591] [INFO ] [main      ] Fetching symbol history for RHI...
[2026-01-14T20:36:04.200638] [DEBUG] [REMOTE    ] RHI: Fetching historical data.
[2026-01-14T20:36:04.201305] [INFO ] [main      ] Progress: 134/419 forecasts completed (32.0%). CHCI finished in 0.6s. ETA: 50.5s. Rate: 338.51 forecasts/min
[2026-01-14T20:36:04.212055] [DEBUG] [REMOTE    ] RHI: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:04.213145] [DEBUG] [LOCAL     ] Loaded configuration for RHI: 9 features, N/A% accuracy
[2026-01-14T20:36:04.213199] [INFO ] [LOCAL     ] RHI: Loaded 9 optimal features with 50.97% confidence from JSON config
[2026-01-14T20:36:04.213231] [DEBUG] [MAG       ] Building data for symbol: RHI with lookback: 0
[2026-01-14T20:36:04.214042] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-14T20:36:04.214106] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:04.219025] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:04.220805] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:36:04.221285] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-14T20:36:04.234922] [INFO ] [LOCAL     ] PLTK: Saved forecast.
[2026-01-14T20:36:04.235007] [INFO ] [main      ] PLTK: Signal=1 (Conf=90.0%), Magnitude=1.51% (Conf=56.6456%)
[2026-01-14T20:36:04.235357] [INFO ] [main      ] Fetching symbol history for DCTH...
[2026-01-14T20:36:04.235409] [DEBUG] [REMOTE    ] DCTH: Fetching historical data.
[2026-01-14T20:36:04.235660] [INFO ] [main      ] Progress: 135/419 forecasts completed (32.2%). PLTK finished in 0.7s. ETA: 50.0s. Rate: 340.54 forecasts/min
[2026-01-14T20:36:04.247803] [DEBUG] [REMOTE    ] DCTH: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:04.248953] [DEBUG] [LOCAL     ] Loaded configuration for DCTH: 3 features, N/A% accuracy
[2026-01-14T20:36:04.249022] [INFO ] [LOCAL     ] DCTH: Loaded 3 optimal features with 46.56% confidence from JSON config
[2026-01-14T20:36:04.249060] [DEBUG] [MAG       ] Building data for symbol: DCTH with lookback: 0
[2026-01-14T20:36:04.249940] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-14T20:36:04.250004] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:04.255473] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-14T20:36:04.256364] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-14T20:36:04.258296] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:04.259152] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:04.261157] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:36:04.261652] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-14T20:36:04.262765] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-14T20:36:04.264748] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:04.271291] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-14T20:36:04.310966] [DEBUG] [MAG       ] MCRB: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:04.352201] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-14T20:36:04.353426] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-14T20:36:04.355163] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-14T20:36:04.356275] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-14T20:36:04.356987] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:04.402826] [INFO ] [LOCAL     ] MCRB: Saved forecast.
[2026-01-14T20:36:04.402896] [INFO ] [main      ] MCRB: Signal=1 (Conf=90.0%), Magnitude=4.50% (Conf=46.8559%)
[2026-01-14T20:36:04.403057] [INFO ] [main      ] Fetching symbol history for CLBK...
[2026-01-14T20:36:04.403106] [DEBUG] [REMOTE    ] CLBK: Fetching historical data.
[2026-01-14T20:36:04.405676] [INFO ] [main      ] Progress: 136/419 forecasts completed (32.5%). MCRB finished in 0.7s. ETA: 49.8s. Rate: 340.63 forecasts/min
[2026-01-14T20:36:04.416457] [DEBUG] [REMOTE    ] CLBK: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:04.418267] [DEBUG] [LOCAL     ] Loaded configuration for CLBK: 7 features, N/A% accuracy
[2026-01-14T20:36:04.418323] [INFO ] [LOCAL     ] CLBK: Loaded 7 optimal features with 60.32% confidence from JSON config
[2026-01-14T20:36:04.418355] [DEBUG] [MAG       ] Building data for symbol: CLBK with lookback: 0
[2026-01-14T20:36:04.419158] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-14T20:36:04.419562] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:04.421272] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:36:04.421806] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:36:04.422197] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-14T20:36:04.422964] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-14T20:36:04.425543] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-14T20:36:04.426642] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-14T20:36:04.429091] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:04.597071] [DEBUG] [MAG       ] DCTH: Last date is validated at 2026-01-14
[2026-01-14T20:36:04.607342] [DEBUG] [MAG       ] EVN: Last date is validated at 2026-01-14
[2026-01-14T20:36:04.703292] [DEBUG] [MAG       ] RHI: Last date is validated at 2026-01-14
[2026-01-14T20:36:04.767829] [DEBUG] [MAG       ] DCTH: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:04.769602] [DEBUG] [MAG       ] CLBK: Last date is validated at 2026-01-14
[2026-01-14T20:36:04.771987] [DEBUG] [MAG       ] EVN: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:04.836236] [INFO ] [LOCAL     ] EVN: Saved forecast.
[2026-01-14T20:36:04.836308] [INFO ] [main      ] EVN: Signal=1 (Conf=90.0%), Magnitude=0.13% (Conf=58.914%)
[2026-01-14T20:36:04.836689] [INFO ] [main      ] Fetching symbol history for PFG...
[2026-01-14T20:36:04.836742] [DEBUG] [REMOTE    ] PFG: Fetching historical data.
[2026-01-14T20:36:04.837692] [INFO ] [main      ] Progress: 137/419 forecasts completed (32.7%). EVN finished in 0.8s. ETA: 50.2s. Rate: 337.06 forecasts/min
[2026-01-14T20:36:04.840374] [INFO ] [LOCAL     ] DCTH: Saved forecast.
[2026-01-14T20:36:04.840447] [INFO ] [main      ] DCTH: Signal=1 (Conf=90.0%), Magnitude=-4.65% (Conf=46.5563%)
[2026-01-14T20:36:04.840877] [INFO ] [main      ] Fetching symbol history for CMP...
[2026-01-14T20:36:04.840930] [DEBUG] [REMOTE    ] CMP: Fetching historical data.
[2026-01-14T20:36:04.841616] [INFO ] [main      ] Progress: 138/419 forecasts completed (32.9%). DCTH finished in 0.6s. ETA: 49.7s. Rate: 339.46 forecasts/min
[2026-01-14T20:36:04.848760] [DEBUG] [REMOTE    ] PFG: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:04.849969] [DEBUG] [LOCAL     ] Loaded configuration for PFG: 3 features, N/A% accuracy
[2026-01-14T20:36:04.850027] [INFO ] [LOCAL     ] PFG: Loaded 3 optimal features with 57.63% confidence from JSON config
[2026-01-14T20:36:04.850061] [DEBUG] [MAG       ] Building data for symbol: PFG with lookback: 0
[2026-01-14T20:36:04.850920] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-14T20:36:04.850983] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:04.853384] [DEBUG] [REMOTE    ] CMP: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:04.854377] [DEBUG] [LOCAL     ] Loaded configuration for CMP: 6 features, N/A% accuracy
[2026-01-14T20:36:04.854436] [INFO ] [LOCAL     ] CMP: Loaded 6 optimal features with 58.09% confidence from JSON config
[2026-01-14T20:36:04.854480] [DEBUG] [MAG       ] Building data for symbol: CMP with lookback: 0
[2026-01-14T20:36:04.855274] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-14T20:36:04.855337] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:04.856481] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:04.858439] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:36:04.859005] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:04.860260] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:04.862085] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:36:04.862756] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-14T20:36:04.863509] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-14T20:36:04.865823] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-14T20:36:04.866807] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:04.871179] [DEBUG] [MAG       ] RHI: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:04.943776] [DEBUG] [MAG       ] CLBK: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:04.968788] [INFO ] [LOCAL     ] RHI: Saved forecast.
[2026-01-14T20:36:04.968860] [INFO ] [main      ] RHI: Signal=1 (Conf=90.0%), Magnitude=2.23% (Conf=50.9731%)
[2026-01-14T20:36:04.969244] [INFO ] [main      ] Progress: 139/419 forecasts completed (33.2%). RHI finished in 0.8s. ETA: 49.4s. Rate: 340.14 forecasts/min
[2026-01-14T20:36:04.969371] [INFO ] [main      ] Fetching symbol history for HAIN...
[2026-01-14T20:36:04.969413] [DEBUG] [REMOTE    ] HAIN: Fetching historical data.
[2026-01-14T20:36:04.979975] [DEBUG] [REMOTE    ] HAIN: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:04.981084] [DEBUG] [LOCAL     ] Loaded configuration for HAIN: 2 features, N/A% accuracy
[2026-01-14T20:36:04.981137] [INFO ] [LOCAL     ] HAIN: Loaded 2 optimal features with 54.14% confidence from JSON config
[2026-01-14T20:36:04.981167] [DEBUG] [MAG       ] Building data for symbol: HAIN with lookback: 0
[2026-01-14T20:36:04.981954] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-14T20:36:04.982013] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:04.986818] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-14T20:36:04.987806] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:05.016203] [INFO ] [LOCAL     ] CLBK: Saved forecast.
[2026-01-14T20:36:05.016278] [INFO ] [main      ] CLBK: Signal=1 (Conf=90.0%), Magnitude=2.64% (Conf=60.3159%)
[2026-01-14T20:36:05.016440] [INFO ] [main      ] Fetching symbol history for SHLS...
[2026-01-14T20:36:05.016482] [DEBUG] [REMOTE    ] SHLS: Fetching historical data.
[2026-01-14T20:36:05.016880] [INFO ] [main      ] Progress: 140/419 forecasts completed (33.4%). CLBK finished in 0.6s. ETA: 49.0s. Rate: 341.93 forecasts/min
[2026-01-14T20:36:05.031335] [DEBUG] [REMOTE    ] SHLS: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:05.032601] [DEBUG] [LOCAL     ] Loaded configuration for SHLS: 10 features, N/A% accuracy
[2026-01-14T20:36:05.032659] [INFO ] [LOCAL     ] SHLS: Loaded 10 optimal features with 54.28% confidence from JSON config
[2026-01-14T20:36:05.032691] [DEBUG] [MAG       ] Building data for symbol: SHLS with lookback: 0
[2026-01-14T20:36:05.033695] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2026-01-14T20:36:05.033760] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-14T20:36:05.085550] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-14T20:36:05.086913] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-14T20:36:05.087760] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-14T20:36:05.090786] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-14T20:36:05.091519] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-14T20:36:05.092251] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-14T20:36:05.092951] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-14T20:36:05.095841] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2026-01-14T20:36:05.099880] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-14T20:36:05.101069] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:05.214077] [DEBUG] [MAG       ] CMP: Last date is validated at 2026-01-14
[2026-01-14T20:36:05.232212] [DEBUG] [MAG       ] PFG: Last date is validated at 2026-01-14
[2026-01-14T20:36:05.325423] [DEBUG] [MAG       ] HAIN: Last date is validated at 2026-01-14
[2026-01-14T20:36:05.392393] [DEBUG] [MAG       ] CMP: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:05.413752] [DEBUG] [MAG       ] PFG: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:05.457611] [DEBUG] [MAG       ] SHLS: Last date is validated at 2026-01-14
[2026-01-14T20:36:05.473865] [INFO ] [LOCAL     ] CMP: Saved forecast.
[2026-01-14T20:36:05.473936] [INFO ] [main      ] CMP: Signal=1 (Conf=90.0%), Magnitude=1.00% (Conf=58.0919%)
[2026-01-14T20:36:05.474284] [INFO ] [main      ] Fetching symbol history for ALZN...
[2026-01-14T20:36:05.474335] [DEBUG] [REMOTE    ] ALZN: Fetching historical data.
[2026-01-14T20:36:05.474664] [INFO ] [main      ] Progress: 141/419 forecasts completed (33.7%). CMP finished in 0.6s. ETA: 49.3s. Rate: 338.07 forecasts/min
[2026-01-14T20:36:05.484752] [DEBUG] [REMOTE    ] ALZN: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:05.485684] [DEBUG] [LOCAL     ] Loaded configuration for ALZN: 7 features, N/A% accuracy
[2026-01-14T20:36:05.485736] [INFO ] [LOCAL     ] ALZN: Loaded 7 optimal features with 67.64% confidence from JSON config
[2026-01-14T20:36:05.486105] [DEBUG] [MAG       ] Building data for symbol: ALZN with lookback: 0
[2026-01-14T20:36:05.486886] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-14T20:36:05.486947] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:05.488673] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:36:05.489191] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:36:05.489602] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-14T20:36:05.495320] [DEBUG] [MAG       ] HAIN: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:05.514965] [INFO ] [LOCAL     ] PFG: Saved forecast.
[2026-01-14T20:36:05.515061] [INFO ] [main      ] PFG: Signal=1 (Conf=90.0%), Magnitude=-0.11% (Conf=57.6295%)
[2026-01-14T20:36:05.515278] [INFO ] [main      ] Fetching symbol history for AIPI...
[2026-01-14T20:36:05.515345] [DEBUG] [REMOTE    ] AIPI: Fetching historical data.
[2026-01-14T20:36:05.516659] [INFO ] [main      ] Progress: 142/419 forecasts completed (33.9%). PFG finished in 0.7s. ETA: 48.9s. Rate: 339.90 forecasts/min
[2026-01-14T20:36:05.527490] [DEBUG] [REMOTE    ] AIPI: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:05.528429] [DEBUG] [LOCAL     ] Loaded configuration for AIPI: 1 features, N/A% accuracy
[2026-01-14T20:36:05.528481] [INFO ] [LOCAL     ] AIPI: Loaded 1 optimal features with 55.59% confidence from JSON config
[2026-01-14T20:36:05.528514] [DEBUG] [MAG       ] Building data for symbol: AIPI with lookback: 0
[2026-01-14T20:36:05.529355] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-14T20:36:05.529432] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-14T20:36:05.530217] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:05.556240] [INFO ] [LOCAL     ] HAIN: Saved forecast.
[2026-01-14T20:36:05.556308] [INFO ] [main      ] HAIN: Signal=1 (Conf=90.0%), Magnitude=6.38% (Conf=54.1431%)
[2026-01-14T20:36:05.556649] [INFO ] [main      ] Fetching symbol history for SNTI...
[2026-01-14T20:36:05.556701] [DEBUG] [REMOTE    ] SNTI: Fetching historical data.
[2026-01-14T20:36:05.557704] [INFO ] [main      ] Progress: 143/419 forecasts completed (34.1%). HAIN finished in 0.6s. ETA: 48.5s. Rate: 341.73 forecasts/min
[2026-01-14T20:36:05.568162] [DEBUG] [REMOTE    ] SNTI: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:05.569165] [DEBUG] [LOCAL     ] Loaded configuration for SNTI: 4 features, N/A% accuracy
[2026-01-14T20:36:05.569216] [INFO ] [LOCAL     ] SNTI: Loaded 4 optimal features with 40.86% confidence from JSON config
[2026-01-14T20:36:05.569247] [DEBUG] [MAG       ] Building data for symbol: SNTI with lookback: 0
[2026-01-14T20:36:05.570165] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-14T20:36:05.570224] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:05.571906] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:36:05.572423] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:36:05.572830] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-14T20:36:05.574848] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:05.605308] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-14T20:36:05.645104] [DEBUG] [MAG       ] SHLS: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:05.654794] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-14T20:36:05.656010] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-14T20:36:05.656714] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:05.719620] [INFO ] [LOCAL     ] SHLS: Saved forecast.
[2026-01-14T20:36:05.719712] [INFO ] [main      ] SHLS: Signal=1 (Conf=90.0%), Magnitude=-4.85% (Conf=54.2765%)
[2026-01-14T20:36:05.719907] [INFO ] [main      ] Fetching symbol history for OHI...
[2026-01-14T20:36:05.719954] [DEBUG] [REMOTE    ] OHI: Fetching historical data.
[2026-01-14T20:36:05.720898] [INFO ] [main      ] Progress: 144/419 forecasts completed (34.4%). SHLS finished in 0.7s. ETA: 48.3s. Rate: 341.90 forecasts/min
[2026-01-14T20:36:05.733470] [DEBUG] [REMOTE    ] OHI: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:05.734565] [DEBUG] [LOCAL     ] Loaded configuration for OHI: 6 features, N/A% accuracy
[2026-01-14T20:36:05.734634] [INFO ] [LOCAL     ] OHI: Loaded 6 optimal features with 57.69% confidence from JSON config
[2026-01-14T20:36:05.734666] [DEBUG] [MAG       ] Building data for symbol: OHI with lookback: 0
[2026-01-14T20:36:05.735425] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-14T20:36:05.735485] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:05.740385] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:05.742183] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:36:05.742710] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:36:05.743102] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-14T20:36:05.782397] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-14T20:36:05.783220] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:05.876734] [DEBUG] [MAG       ] AIPI: Last date is validated at 2026-01-14
[2026-01-14T20:36:05.913153] [DEBUG] [MAG       ] SNTI: Last date is validated at 2026-01-14
[2026-01-14T20:36:06.019834] [DEBUG] [MAG       ] ALZN: Last date is validated at 2026-01-14
[2026-01-14T20:36:06.041995] [DEBUG] [MAG       ] AIPI: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:06.078655] [DEBUG] [MAG       ] SNTI: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:06.108272] [INFO ] [LOCAL     ] AIPI: Saved forecast.
[2026-01-14T20:36:06.108346] [INFO ] [main      ] AIPI: Signal=1 (Conf=90.0%), Magnitude=-0.03% (Conf=55.5928%)
[2026-01-14T20:36:06.108740] [INFO ] [main      ] Fetching symbol history for BNS...
[2026-01-14T20:36:06.108792] [DEBUG] [REMOTE    ] BNS: Fetching historical data.
[2026-01-14T20:36:06.108765] [INFO ] [main      ] Progress: 145/419 forecasts completed (34.6%). AIPI finished in 0.6s. ETA: 48.5s. Rate: 339.07 forecasts/min
[2026-01-14T20:36:06.119508] [DEBUG] [MAG       ] OHI: Last date is validated at 2026-01-14
[2026-01-14T20:36:06.122708] [DEBUG] [REMOTE    ] BNS: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:06.123449] [DEBUG] [LOCAL     ] Loaded configuration for BNS: 2 features, N/A% accuracy
[2026-01-14T20:36:06.123504] [INFO ] [LOCAL     ] BNS: Loaded 2 optimal features with 61.96% confidence from JSON config
[2026-01-14T20:36:06.123536] [DEBUG] [MAG       ] Building data for symbol: BNS with lookback: 0
[2026-01-14T20:36:06.124322] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-14T20:36:06.124381] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:06.129203] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-14T20:36:06.131642] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:06.160784] [INFO ] [LOCAL     ] SNTI: Saved forecast.
[2026-01-14T20:36:06.160854] [INFO ] [main      ] SNTI: Signal=1 (Conf=90.0%), Magnitude=-12.18% (Conf=40.8632%)
[2026-01-14T20:36:06.161239] [INFO ] [main      ] Progress: 146/419 forecasts completed (34.8%). SNTI finished in 0.6s. ETA: 48.1s. Rate: 340.71 forecasts/min
[2026-01-14T20:36:06.161372] [INFO ] [main      ] Fetching symbol history for OXM...
[2026-01-14T20:36:06.161415] [DEBUG] [REMOTE    ] OXM: Fetching historical data.
[2026-01-14T20:36:06.172790] [DEBUG] [REMOTE    ] OXM: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:06.173648] [DEBUG] [LOCAL     ] Loaded configuration for OXM: 4 features, N/A% accuracy
[2026-01-14T20:36:06.174015] [INFO ] [LOCAL     ] OXM: Loaded 4 optimal features with 49.10% confidence from JSON config
[2026-01-14T20:36:06.174051] [DEBUG] [MAG       ] Building data for symbol: OXM with lookback: 0
[2026-01-14T20:36:06.174836] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-14T20:36:06.174897] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:06.179894] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-14T20:36:06.180775] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-14T20:36:06.181490] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-14T20:36:06.182692] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:06.198338] [DEBUG] [MAG       ] ALZN: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:06.268197] [INFO ] [LOCAL     ] ALZN: Saved forecast.
[2026-01-14T20:36:06.268269] [INFO ] [main      ] ALZN: Signal=1 (Conf=90.0%), Magnitude=-5.80% (Conf=67.6387%)
[2026-01-14T20:36:06.268661] [INFO ] [main      ] Fetching symbol history for IMMX...
[2026-01-14T20:36:06.268713] [DEBUG] [REMOTE    ] IMMX: Fetching historical data.
[2026-01-14T20:36:06.269656] [INFO ] [main      ] Progress: 147/419 forecasts completed (35.1%). ALZN finished in 0.8s. ETA: 47.8s. Rate: 341.60 forecasts/min
[2026-01-14T20:36:06.279984] [DEBUG] [REMOTE    ] IMMX: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:06.281040] [DEBUG] [LOCAL     ] Loaded configuration for IMMX: 4 features, N/A% accuracy
[2026-01-14T20:36:06.281092] [INFO ] [LOCAL     ] IMMX: Loaded 4 optimal features with 45.64% confidence from JSON config
[2026-01-14T20:36:06.281123] [DEBUG] [MAG       ] Building data for symbol: IMMX with lookback: 0
[2026-01-14T20:36:06.281892] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-14T20:36:06.281963] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:06.286756] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:06.288049] [DEBUG] [MAG       ] OHI: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:06.288633] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:36:06.289110] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:36:06.289495] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:06.364465] [INFO ] [LOCAL     ] OHI: Saved forecast.
[2026-01-14T20:36:06.364535] [INFO ] [main      ] OHI: Signal=1 (Conf=90.0%), Magnitude=-0.70% (Conf=57.6911%)
[2026-01-14T20:36:06.364711] [INFO ] [main      ] Fetching symbol history for PD...
[2026-01-14T20:36:06.364757] [DEBUG] [REMOTE    ] PD: Fetching historical data.
[2026-01-14T20:36:06.367691] [INFO ] [main      ] Progress: 148/419 forecasts completed (35.3%). OHI finished in 0.6s. ETA: 47.5s. Rate: 342.63 forecasts/min
[2026-01-14T20:36:06.376143] [DEBUG] [REMOTE    ] PD: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:06.377254] [DEBUG] [LOCAL     ] Loaded configuration for PD: 4 features, N/A% accuracy
[2026-01-14T20:36:06.377306] [INFO ] [LOCAL     ] PD: Loaded 4 optimal features with 47.28% confidence from JSON config
[2026-01-14T20:36:06.377337] [DEBUG] [MAG       ] Building data for symbol: PD with lookback: 0
[2026-01-14T20:36:06.378172] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-14T20:36:06.378235] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:06.383188] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-14T20:36:06.384020] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-14T20:36:06.385253] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-14T20:36:06.385917] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:06.469147] [DEBUG] [MAG       ] BNS: Last date is validated at 2026-01-14
[2026-01-14T20:36:06.547737] [DEBUG] [MAG       ] OXM: Last date is validated at 2026-01-14
[2026-01-14T20:36:06.629614] [DEBUG] [MAG       ] IMMX: Last date is validated at 2026-01-14
[2026-01-14T20:36:06.634857] [DEBUG] [MAG       ] BNS: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:06.708405] [INFO ] [LOCAL     ] BNS: Saved forecast.
[2026-01-14T20:36:06.708480] [INFO ] [main      ] BNS: Signal=1 (Conf=90.0%), Magnitude=-1.14% (Conf=61.9645%)
[2026-01-14T20:36:06.708832] [INFO ] [main      ] Fetching symbol history for JHX...
[2026-01-14T20:36:06.708884] [DEBUG] [REMOTE    ] JHX: Fetching historical data.
[2026-01-14T20:36:06.709681] [INFO ] [main      ] Progress: 149/419 forecasts completed (35.6%). BNS finished in 0.6s. ETA: 47.6s. Rate: 340.45 forecasts/min
[2026-01-14T20:36:06.716321] [DEBUG] [MAG       ] OXM: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:06.721700] [DEBUG] [REMOTE    ] JHX: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:06.724434] [DEBUG] [LOCAL     ] Loaded configuration for JHX: 2 features, N/A% accuracy
[2026-01-14T20:36:06.724488] [INFO ] [LOCAL     ] JHX: Loaded 2 optimal features with 49.40% confidence from JSON config
[2026-01-14T20:36:06.724519] [DEBUG] [MAG       ] Building data for symbol: JHX with lookback: 0
[2026-01-14T20:36:06.725296] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-14T20:36:06.725356] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-14T20:36:06.726228] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-14T20:36:06.727230] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:06.728504] [DEBUG] [MAG       ] PD: Last date is validated at 2026-01-14
[2026-01-14T20:36:06.794522] [DEBUG] [MAG       ] IMMX: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:06.822499] [INFO ] [LOCAL     ] OXM: Saved forecast.
[2026-01-14T20:36:06.822592] [INFO ] [main      ] OXM: Signal=1 (Conf=90.0%), Magnitude=-1.87% (Conf=49.0998%)
[2026-01-14T20:36:06.823019] [INFO ] [main      ] Progress: 150/419 forecasts completed (35.8%). OXM finished in 0.7s. ETA: 47.3s. Rate: 341.26 forecasts/min
[2026-01-14T20:36:06.823155] [INFO ] [main      ] Fetching symbol history for PNQI...
[2026-01-14T20:36:06.823200] [DEBUG] [REMOTE    ] PNQI: Fetching historical data.
[2026-01-14T20:36:06.835251] [DEBUG] [REMOTE    ] PNQI: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:06.836202] [DEBUG] [LOCAL     ] Loaded configuration for PNQI: 5 features, N/A% accuracy
[2026-01-14T20:36:06.836255] [INFO ] [LOCAL     ] PNQI: Loaded 5 optimal features with 51.28% confidence from JSON config
[2026-01-14T20:36:06.836286] [DEBUG] [MAG       ] Building data for symbol: PNQI with lookback: 0
[2026-01-14T20:36:06.837095] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-14T20:36:06.837159] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:06.842495] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-14T20:36:06.843513] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2026-01-14T20:36:06.847927] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-14T20:36:06.849110] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2026-01-14T20:36:06.850252] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:06.856032] [INFO ] [LOCAL     ] IMMX: Saved forecast.
[2026-01-14T20:36:06.856103] [INFO ] [main      ] IMMX: Signal=1 (Conf=90.0%), Magnitude=-1.32% (Conf=45.6358%)
[2026-01-14T20:36:06.856490] [INFO ] [main      ] Fetching symbol history for BCAL...
[2026-01-14T20:36:06.856542] [DEBUG] [REMOTE    ] BCAL: Fetching historical data.
[2026-01-14T20:36:06.857674] [INFO ] [main      ] Progress: 151/419 forecasts completed (36.0%). IMMX finished in 0.6s. ETA: 46.9s. Rate: 343.09 forecasts/min
[2026-01-14T20:36:06.868361] [DEBUG] [REMOTE    ] BCAL: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:06.869199] [DEBUG] [LOCAL     ] Loaded configuration for BCAL: 5 features, N/A% accuracy
[2026-01-14T20:36:06.869250] [INFO ] [LOCAL     ] BCAL: Loaded 5 optimal features with 61.83% confidence from JSON config
[2026-01-14T20:36:06.869281] [DEBUG] [MAG       ] Building data for symbol: BCAL with lookback: 0
[2026-01-14T20:36:06.870073] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-14T20:36:06.870139] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:06.871821] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:36:06.872331] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-14T20:36:06.897488] [DEBUG] [MAG       ] PD: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:06.974799] [INFO ] [LOCAL     ] PD: Saved forecast.
[2026-01-14T20:36:06.974869] [INFO ] [main      ] PD: Signal=1 (Conf=90.0%), Magnitude=0.40% (Conf=47.277%)
[2026-01-14T20:36:06.975027] [INFO ] [main      ] Fetching symbol history for BEPI...
[2026-01-14T20:36:06.975070] [DEBUG] [REMOTE    ] BEPI: Fetching historical data.
[2026-01-14T20:36:06.976662] [INFO ] [main      ] Progress: 152/419 forecasts completed (36.3%). PD finished in 0.6s. ETA: 46.6s. Rate: 343.81 forecasts/min
[2026-01-14T20:36:06.983420] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-14T20:36:06.986560] [DEBUG] [REMOTE    ] BEPI: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:06.986637] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2026-01-14T20:36:06.987699] [DEBUG] [LOCAL     ] Loaded configuration for BEPI: 6 features, N/A% accuracy
[2026-01-14T20:36:06.987755] [INFO ] [LOCAL     ] BEPI: Loaded 6 optimal features with 69.71% confidence from JSON config
[2026-01-14T20:36:06.987797] [DEBUG] [MAG       ] Building data for symbol: BEPI with lookback: 0
[2026-01-14T20:36:06.988666] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-14T20:36:06.988731] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-14T20:36:06.988761] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:07.064515] [DEBUG] [MAG       ] JHX: Last date is validated at 2026-01-14
[2026-01-14T20:36:07.065557] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-14T20:36:07.066890] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-14T20:36:07.070351] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-14T20:36:07.072832] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2026-01-14T20:36:07.076785] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-14T20:36:07.077531] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:07.196841] [DEBUG] [MAG       ] PNQI: Last date is validated at 2026-01-14
[2026-01-14T20:36:07.234441] [DEBUG] [MAG       ] JHX: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:07.320888] [INFO ] [LOCAL     ] JHX: Saved forecast.
[2026-01-14T20:36:07.320959] [INFO ] [main      ] JHX: Signal=1 (Conf=90.0%), Magnitude=-1.94% (Conf=49.3991%)
[2026-01-14T20:36:07.321362] [INFO ] [main      ] Fetching symbol history for CTAS...
[2026-01-14T20:36:07.321414] [DEBUG] [REMOTE    ] CTAS: Fetching historical data.
[2026-01-14T20:36:07.321683] [INFO ] [main      ] Progress: 153/419 forecasts completed (36.5%). JHX finished in 0.6s. ETA: 46.7s. Rate: 341.63 forecasts/min
[2026-01-14T20:36:07.332628] [DEBUG] [REMOTE    ] CTAS: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:07.333801] [DEBUG] [LOCAL     ] Loaded configuration for CTAS: 6 features, N/A% accuracy
[2026-01-14T20:36:07.333862] [INFO ] [LOCAL     ] CTAS: Loaded 6 optimal features with 78.66% confidence from JSON config
[2026-01-14T20:36:07.333893] [DEBUG] [MAG       ] Building data for symbol: CTAS with lookback: 0
[2026-01-14T20:36:07.334799] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-14T20:36:07.334863] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:07.336547] [DEBUG] [MAG       ] BCAL: Last date is validated at 2026-01-14
[2026-01-14T20:36:07.339830] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-14T20:36:07.340740] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-14T20:36:07.373204] [DEBUG] [MAG       ] PNQI: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:07.379343] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-14T20:36:07.381417] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-14T20:36:07.382154] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-14T20:36:07.399828] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:07.420657] [DEBUG] [MAG       ] BEPI: Last date is validated at 2026-01-14
[2026-01-14T20:36:07.455741] [INFO ] [LOCAL     ] PNQI: Saved forecast.
[2026-01-14T20:36:07.455811] [INFO ] [main      ] PNQI: Signal=1 (Conf=90.0%), Magnitude=-1.75% (Conf=51.2772%)
[2026-01-14T20:36:07.456194] [INFO ] [main      ] Progress: 154/419 forecasts completed (36.8%). PNQI finished in 0.6s. ETA: 46.5s. Rate: 342.15 forecasts/min
[2026-01-14T20:36:07.456321] [INFO ] [main      ] Fetching symbol history for MANH...
[2026-01-14T20:36:07.456364] [DEBUG] [REMOTE    ] MANH: Fetching historical data.
[2026-01-14T20:36:07.467458] [DEBUG] [REMOTE    ] MANH: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:07.468447] [DEBUG] [LOCAL     ] Loaded configuration for MANH: 6 features, N/A% accuracy
[2026-01-14T20:36:07.468508] [INFO ] [LOCAL     ] MANH: Loaded 6 optimal features with 52.78% confidence from JSON config
[2026-01-14T20:36:07.468539] [DEBUG] [MAG       ] Building data for symbol: MANH with lookback: 0
[2026-01-14T20:36:07.469349] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-14T20:36:07.469410] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:07.471131] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:36:07.471691] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:36:07.472096] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-14T20:36:07.473105] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-14T20:36:07.512231] [DEBUG] [MAG       ] BCAL: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:07.551590] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-14T20:36:07.552961] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:07.583799] [INFO ] [LOCAL     ] BCAL: Saved forecast.
[2026-01-14T20:36:07.583877] [INFO ] [main      ] BCAL: Signal=1 (Conf=90.0%), Magnitude=-0.90% (Conf=61.8303%)
[2026-01-14T20:36:07.584246] [INFO ] [main      ] Fetching symbol history for GLPG...
[2026-01-14T20:36:07.584296] [DEBUG] [REMOTE    ] GLPG: Fetching historical data.
[2026-01-14T20:36:07.585661] [INFO ] [main      ] Progress: 155/419 forecasts completed (37.0%). BCAL finished in 0.7s. ETA: 46.2s. Rate: 342.73 forecasts/min
[2026-01-14T20:36:07.593170] [DEBUG] [MAG       ] BEPI: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:07.596006] [DEBUG] [REMOTE    ] GLPG: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:07.597245] [DEBUG] [LOCAL     ] Loaded configuration for GLPG: 6 features, N/A% accuracy
[2026-01-14T20:36:07.597322] [INFO ] [LOCAL     ] GLPG: Loaded 6 optimal features with 49.18% confidence from JSON config
[2026-01-14T20:36:07.597355] [DEBUG] [MAG       ] Building data for symbol: GLPG with lookback: 0
[2026-01-14T20:36:07.598493] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-14T20:36:07.598561] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:07.603758] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:07.605717] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:36:07.606229] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:36:07.606698] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:36:07.607116] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-14T20:36:07.608839] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:07.656828] [INFO ] [LOCAL     ] BEPI: Saved forecast.
[2026-01-14T20:36:07.656901] [INFO ] [main      ] BEPI: Signal=1 (Conf=90.0%), Magnitude=-0.76% (Conf=69.7114%)
[2026-01-14T20:36:07.657067] [INFO ] [main      ] Fetching symbol history for JKS...
[2026-01-14T20:36:07.657112] [DEBUG] [REMOTE    ] JKS: Fetching historical data.
[2026-01-14T20:36:07.658671] [INFO ] [main      ] Progress: 156/419 forecasts completed (37.2%). BEPI finished in 0.7s. ETA: 45.9s. Rate: 344.01 forecasts/min
[2026-01-14T20:36:07.669460] [DEBUG] [REMOTE    ] JKS: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:07.670501] [DEBUG] [LOCAL     ] Loaded configuration for JKS: 6 features, N/A% accuracy
[2026-01-14T20:36:07.670566] [INFO ] [LOCAL     ] JKS: Loaded 6 optimal features with 57.11% confidence from JSON config
[2026-01-14T20:36:07.670627] [DEBUG] [MAG       ] Building data for symbol: JKS with lookback: 0
[2026-01-14T20:36:07.671546] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-14T20:36:07.671634] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:07.676818] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-14T20:36:07.677943] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-14T20:36:07.681016] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-14T20:36:07.683903] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-14T20:36:07.685561] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2026-01-14T20:36:07.687273] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:07.738184] [DEBUG] [MAG       ] CTAS: Last date is validated at 2026-01-14
[2026-01-14T20:36:07.903495] [DEBUG] [MAG       ] MANH: Last date is validated at 2026-01-14
[2026-01-14T20:36:07.905310] [DEBUG] [MAG       ] CTAS: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:07.959261] [DEBUG] [MAG       ] GLPG: Last date is validated at 2026-01-14
[2026-01-14T20:36:08.032400] [INFO ] [LOCAL     ] CTAS: Saved forecast.
[2026-01-14T20:36:08.032466] [INFO ] [main      ] CTAS: Signal=1 (Conf=90.0%), Magnitude=1.10% (Conf=78.6552%)
[2026-01-14T20:36:08.032838] [INFO ] [main      ] Fetching symbol history for VMD...
[2026-01-14T20:36:08.032889] [DEBUG] [REMOTE    ] VMD: Fetching historical data.
[2026-01-14T20:36:08.033049] [INFO ] [main      ] Progress: 157/419 forecasts completed (37.5%). CTAS finished in 0.7s. ETA: 46.0s. Rate: 341.52 forecasts/min
[2026-01-14T20:36:08.043570] [DEBUG] [REMOTE    ] VMD: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:08.044334] [DEBUG] [LOCAL     ] Loaded configuration for VMD: 13 features, N/A% accuracy
[2026-01-14T20:36:08.044390] [INFO ] [LOCAL     ] VMD: Loaded 13 optimal features with 66.03% confidence from JSON config
[2026-01-14T20:36:08.044421] [DEBUG] [MAG       ] Building data for symbol: VMD with lookback: 0
[2026-01-14T20:36:08.045244] [DEBUG] [FEATURES  ] DataBuilder: Executing 13 feature methods.
[2026-01-14T20:36:08.045313] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:08.048509] [DEBUG] [MAG       ] JKS: Last date is validated at 2026-01-14
[2026-01-14T20:36:08.050192] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:08.052006] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:36:08.052486] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:36:08.052892] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-14T20:36:08.074800] [DEBUG] [MAG       ] MANH: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:08.127688] [DEBUG] [MAG       ] GLPG: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:08.130294] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-14T20:36:08.131220] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-14T20:36:08.134250] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-14T20:36:08.134983] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:36:08.135531] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-14T20:36:08.136776] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-14T20:36:08.138613] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-14T20:36:08.139856] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-14T20:36:08.140570] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:08.207449] [INFO ] [LOCAL     ] GLPG: Saved forecast.
[2026-01-14T20:36:08.207518] [INFO ] [main      ] GLPG: Signal=1 (Conf=90.0%), Magnitude=4.76% (Conf=49.1755%)
[2026-01-14T20:36:08.207946] [INFO ] [main      ] Fetching symbol history for AFCG...
[2026-01-14T20:36:08.207998] [DEBUG] [REMOTE    ] AFCG: Fetching historical data.
[2026-01-14T20:36:08.207965] [INFO ] [main      ] Progress: 158/419 forecasts completed (37.7%). GLPG finished in 0.6s. ETA: 45.9s. Rate: 341.53 forecasts/min
[2026-01-14T20:36:08.219966] [DEBUG] [REMOTE    ] AFCG: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:08.221032] [DEBUG] [LOCAL     ] Loaded configuration for AFCG: 8 features, N/A% accuracy
[2026-01-14T20:36:08.221084] [INFO ] [LOCAL     ] AFCG: Loaded 8 optimal features with 65.17% confidence from JSON config
[2026-01-14T20:36:08.221115] [DEBUG] [MAG       ] Building data for symbol: AFCG with lookback: 0
[2026-01-14T20:36:08.221908] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-14T20:36:08.221971] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:08.226852] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:08.228662] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:36:08.229145] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:36:08.229543] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-14T20:36:08.230413] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-14T20:36:08.233159] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-14T20:36:08.234937] [INFO ] [LOCAL     ] MANH: Saved forecast.
[2026-01-14T20:36:08.235008] [INFO ] [main      ] MANH: Signal=1 (Conf=90.0%), Magnitude=-1.89% (Conf=52.783%)
[2026-01-14T20:36:08.235708] [INFO ] [main      ] Fetching symbol history for UDMY...
[2026-01-14T20:36:08.235758] [DEBUG] [REMOTE    ] UDMY: Fetching historical data.
[2026-01-14T20:36:08.236531] [DEBUG] [MAG       ] JKS: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:08.235620] [INFO ] [main      ] Progress: 159/419 forecasts completed (37.9%). MANH finished in 0.8s. ETA: 45.4s. Rate: 343.35 forecasts/min
[2026-01-14T20:36:08.248687] [DEBUG] [REMOTE    ] UDMY: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:08.249747] [DEBUG] [LOCAL     ] Loaded configuration for UDMY: 3 features, N/A% accuracy
[2026-01-14T20:36:08.249821] [INFO ] [LOCAL     ] UDMY: Loaded 3 optimal features with 38.34% confidence from JSON config
[2026-01-14T20:36:08.249859] [DEBUG] [MAG       ] Building data for symbol: UDMY with lookback: 0
[2026-01-14T20:36:08.250910] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-14T20:36:08.250989] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:08.256505] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-14T20:36:08.257818] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-14T20:36:08.260058] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:08.332094] [INFO ] [LOCAL     ] JKS: Saved forecast.
[2026-01-14T20:36:08.332166] [INFO ] [main      ] JKS: Signal=1 (Conf=90.0%), Magnitude=1.73% (Conf=57.1141%)
[2026-01-14T20:36:08.332329] [INFO ] [main      ] Fetching symbol history for MIGI...
[2026-01-14T20:36:08.332374] [DEBUG] [REMOTE    ] MIGI: Fetching historical data.
[2026-01-14T20:36:08.332885] [INFO ] [main      ] Progress: 160/419 forecasts completed (38.2%). JKS finished in 0.7s. ETA: 45.1s. Rate: 344.30 forecasts/min
[2026-01-14T20:36:08.345887] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-14T20:36:08.346211] [DEBUG] [REMOTE    ] MIGI: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:08.346878] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:08.347159] [DEBUG] [LOCAL     ] Loaded configuration for MIGI: 4 features, N/A% accuracy
[2026-01-14T20:36:08.347215] [INFO ] [LOCAL     ] MIGI: Loaded 4 optimal features with 54.68% confidence from JSON config
[2026-01-14T20:36:08.347247] [DEBUG] [MAG       ] Building data for symbol: MIGI with lookback: 0
[2026-01-14T20:36:08.348074] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-14T20:36:08.348136] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:08.353344] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-14T20:36:08.354805] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2026-01-14T20:36:08.356605] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-14T20:36:08.359512] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:08.510391] [DEBUG] [MAG       ] VMD: Last date is validated at 2026-01-14
[2026-01-14T20:36:08.685637] [DEBUG] [MAG       ] VMD: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:08.689945] [DEBUG] [MAG       ] UDMY: Last date is validated at 2026-01-14
[2026-01-14T20:36:08.702984] [DEBUG] [MAG       ] AFCG: Last date is validated at 2026-01-14
[2026-01-14T20:36:08.727357] [DEBUG] [MAG       ] MIGI: Last date is validated at 2026-01-14
[2026-01-14T20:36:08.756619] [INFO ] [LOCAL     ] VMD: Saved forecast.
[2026-01-14T20:36:08.756700] [INFO ] [main      ] VMD: Signal=1 (Conf=90.0%), Magnitude=-0.08% (Conf=66.0284%)
[2026-01-14T20:36:08.757058] [INFO ] [main      ] Fetching symbol history for CIB...
[2026-01-14T20:36:08.757111] [DEBUG] [REMOTE    ] CIB: Fetching historical data.
[2026-01-14T20:36:08.757667] [INFO ] [main      ] Progress: 161/419 forecasts completed (38.4%). VMD finished in 0.7s. ETA: 45.4s. Rate: 341.25 forecasts/min
[2026-01-14T20:36:08.768124] [DEBUG] [REMOTE    ] CIB: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:08.768907] [DEBUG] [LOCAL     ] Loaded configuration for CIB: 2 features, N/A% accuracy
[2026-01-14T20:36:08.768967] [INFO ] [LOCAL     ] CIB: Loaded 2 optimal features with 46.22% confidence from JSON config
[2026-01-14T20:36:08.769000] [DEBUG] [MAG       ] Building data for symbol: CIB with lookback: 0
[2026-01-14T20:36:08.769840] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-14T20:36:08.769902] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-14T20:36:08.774615] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-14T20:36:08.776318] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:08.863757] [DEBUG] [MAG       ] UDMY: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:08.875676] [DEBUG] [MAG       ] AFCG: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:08.904697] [DEBUG] [MAG       ] MIGI: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:08.930764] [INFO ] [LOCAL     ] UDMY: Saved forecast.
[2026-01-14T20:36:08.930834] [INFO ] [main      ] UDMY: Signal=1 (Conf=90.0%), Magnitude=-1.22% (Conf=38.3415%)
[2026-01-14T20:36:08.930999] [INFO ] [main      ] Fetching symbol history for VONE...
[2026-01-14T20:36:08.931044] [DEBUG] [REMOTE    ] VONE: Fetching historical data.
[2026-01-14T20:36:08.931964] [INFO ] [main      ] Progress: 162/419 forecasts completed (38.7%). UDMY finished in 0.7s. ETA: 45.2s. Rate: 341.27 forecasts/min
[2026-01-14T20:36:08.942779] [DEBUG] [REMOTE    ] VONE: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:08.943685] [DEBUG] [LOCAL     ] Loaded configuration for VONE: 5 features, N/A% accuracy
[2026-01-14T20:36:08.943740] [INFO ] [LOCAL     ] VONE: Loaded 5 optimal features with 50.40% confidence from JSON config
[2026-01-14T20:36:08.943773] [DEBUG] [MAG       ] Building data for symbol: VONE with lookback: 0
[2026-01-14T20:36:08.943783] [INFO ] [LOCAL     ] AFCG: Saved forecast.
[2026-01-14T20:36:08.943855] [INFO ] [main      ] AFCG: Signal=1 (Conf=90.0%), Magnitude=0.97% (Conf=65.1725%)
[2026-01-14T20:36:08.944207] [INFO ] [main      ] Fetching symbol history for RDY...
[2026-01-14T20:36:08.944256] [DEBUG] [REMOTE    ] RDY: Fetching historical data.
[2026-01-14T20:36:08.944659] [INFO ] [main      ] Progress: 163/419 forecasts completed (38.9%). AFCG finished in 0.7s. ETA: 44.8s. Rate: 343.23 forecasts/min
[2026-01-14T20:36:08.944563] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-14T20:36:08.944802] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:08.946549] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:36:08.947139] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:36:08.947537] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-14T20:36:08.956336] [DEBUG] [REMOTE    ] RDY: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:08.957142] [DEBUG] [LOCAL     ] Loaded configuration for RDY: 2 features, N/A% accuracy
[2026-01-14T20:36:08.957195] [INFO ] [LOCAL     ] RDY: Loaded 2 optimal features with 48.90% confidence from JSON config
[2026-01-14T20:36:08.957229] [DEBUG] [MAG       ] Building data for symbol: RDY with lookback: 0
[2026-01-14T20:36:08.958068] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-14T20:36:08.958130] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-14T20:36:08.960556] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-14T20:36:08.961704] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:09.026476] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-14T20:36:09.028709] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:09.034405] [INFO ] [LOCAL     ] MIGI: Saved forecast.
[2026-01-14T20:36:09.034478] [INFO ] [main      ] MIGI: Signal=1 (Conf=90.0%), Magnitude=5.92% (Conf=54.6766%)
[2026-01-14T20:36:09.035001] [INFO ] [main      ] Fetching symbol history for NDAQ...
[2026-01-14T20:36:09.035058] [DEBUG] [REMOTE    ] NDAQ: Fetching historical data.
[2026-01-14T20:36:09.035675] [INFO ] [main      ] Progress: 164/419 forecasts completed (39.1%). MIGI finished in 0.7s. ETA: 44.4s. Rate: 344.23 forecasts/min
[2026-01-14T20:36:09.048017] [DEBUG] [REMOTE    ] NDAQ: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:09.049085] [DEBUG] [LOCAL     ] Loaded configuration for NDAQ: 3 features, N/A% accuracy
[2026-01-14T20:36:09.049150] [INFO ] [LOCAL     ] NDAQ: Loaded 3 optimal features with 76.03% confidence from JSON config
[2026-01-14T20:36:09.049183] [DEBUG] [MAG       ] Building data for symbol: NDAQ with lookback: 0
[2026-01-14T20:36:09.050082] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-14T20:36:09.050151] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-14T20:36:09.051138] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-14T20:36:09.052420] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2026-01-14T20:36:09.054169] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:09.118935] [DEBUG] [MAG       ] CIB: Last date is validated at 2026-01-14
[2026-01-14T20:36:09.293091] [DEBUG] [MAG       ] CIB: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:09.379692] [DEBUG] [MAG       ] VONE: Last date is validated at 2026-01-14
[2026-01-14T20:36:09.393332] [INFO ] [LOCAL     ] CIB: Saved forecast.
[2026-01-14T20:36:09.393400] [INFO ] [main      ] CIB: Signal=1 (Conf=90.0%), Magnitude=-0.38% (Conf=46.2185%)
[2026-01-14T20:36:09.393781] [INFO ] [main      ] Fetching symbol history for GGB...
[2026-01-14T20:36:09.393835] [DEBUG] [REMOTE    ] GGB: Fetching historical data.
[2026-01-14T20:36:09.394625] [INFO ] [main      ] Progress: 165/419 forecasts completed (39.4%). CIB finished in 0.6s. ETA: 44.6s. Rate: 342.04 forecasts/min
[2026-01-14T20:36:09.404763] [DEBUG] [REMOTE    ] GGB: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:09.406509] [DEBUG] [MAG       ] RDY: Last date is validated at 2026-01-14
[2026-01-14T20:36:09.406620] [DEBUG] [LOCAL     ] Loaded configuration for GGB: 5 features, N/A% accuracy
[2026-01-14T20:36:09.406682] [INFO ] [LOCAL     ] GGB: Loaded 5 optimal features with 34.19% confidence from JSON config
[2026-01-14T20:36:09.406715] [DEBUG] [MAG       ] Building data for symbol: GGB with lookback: 0
[2026-01-14T20:36:09.407510] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-14T20:36:09.407594] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:09.412628] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:09.414471] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:36:09.414983] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:36:09.415380] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-14T20:36:09.416133] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:09.435845] [DEBUG] [MAG       ] NDAQ: Last date is validated at 2026-01-14
[2026-01-14T20:36:09.546672] [DEBUG] [MAG       ] VONE: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:09.581306] [DEBUG] [MAG       ] RDY: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:09.610000] [DEBUG] [MAG       ] NDAQ: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:09.647468] [INFO ] [LOCAL     ] RDY: Saved forecast.
[2026-01-14T20:36:09.647542] [INFO ] [main      ] RDY: Signal=1 (Conf=90.0%), Magnitude=1.76% (Conf=48.8976%)
[2026-01-14T20:36:09.647816] [INFO ] [main      ] Fetching symbol history for TSLX...
[2026-01-14T20:36:09.647864] [DEBUG] [REMOTE    ] TSLX: Fetching historical data.
[2026-01-14T20:36:09.648946] [INFO ] [main      ] Progress: 166/419 forecasts completed (39.6%). RDY finished in 0.7s. ETA: 44.5s. Rate: 341.11 forecasts/min
[2026-01-14T20:36:09.659704] [DEBUG] [REMOTE    ] TSLX: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:09.660618] [DEBUG] [LOCAL     ] Loaded configuration for TSLX: 7 features, N/A% accuracy
[2026-01-14T20:36:09.660671] [INFO ] [LOCAL     ] TSLX: Loaded 7 optimal features with 48.33% confidence from JSON config
[2026-01-14T20:36:09.660701] [DEBUG] [MAG       ] Building data for symbol: TSLX with lookback: 0
[2026-01-14T20:36:09.661495] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-14T20:36:09.661559] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:09.666693] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:09.667399] [INFO ] [LOCAL     ] VONE: Saved forecast.
[2026-01-14T20:36:09.667468] [INFO ] [main      ] VONE: Signal=1 (Conf=90.0%), Magnitude=-0.39% (Conf=50.3961%)
[2026-01-14T20:36:09.667898] [INFO ] [main      ] Progress: 167/419 forecasts completed (39.9%). VONE finished in 0.7s. ETA: 44.1s. Rate: 342.94 forecasts/min
[2026-01-14T20:36:09.668032] [INFO ] [main      ] Fetching symbol history for BSCQ...
[2026-01-14T20:36:09.668077] [DEBUG] [REMOTE    ] BSCQ: Fetching historical data.
[2026-01-14T20:36:09.668686] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:36:09.669223] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:36:09.669635] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-14T20:36:09.679188] [DEBUG] [REMOTE    ] BSCQ: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:09.680280] [DEBUG] [LOCAL     ] Loaded configuration for BSCQ: 53 features, N/A% accuracy
[2026-01-14T20:36:09.680335] [INFO ] [LOCAL     ] BSCQ: Loaded 53 optimal features with 13.53% confidence from JSON config
[2026-01-14T20:36:09.680369] [DEBUG] [MAG       ] Building data for symbol: BSCQ with lookback: 0
[2026-01-14T20:36:09.681180] [DEBUG] [FEATURES  ] DataBuilder: Executing 53 feature methods.
[2026-01-14T20:36:09.681281] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:09.686333] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:09.688219] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:36:09.688750] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:36:09.689208] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:36:09.689636] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-14T20:36:09.690421] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-14T20:36:09.691259] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-14T20:36:09.693783] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-14T20:36:09.719680] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-14T20:36:09.720756] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-14T20:36:09.775041] [DEBUG] [MAG       ] GGB: Last date is validated at 2026-01-14
[2026-01-14T20:36:09.798922] [INFO ] [LOCAL     ] NDAQ: Saved forecast.
[2026-01-14T20:36:09.798993] [INFO ] [main      ] NDAQ: Signal=1 (Conf=90.0%), Magnitude=-0.09% (Conf=76.025%)
[2026-01-14T20:36:09.799159] [INFO ] [main      ] Fetching symbol history for HMC...
[2026-01-14T20:36:09.799202] [DEBUG] [REMOTE    ] HMC: Fetching historical data.
[2026-01-14T20:36:09.800031] [INFO ] [main      ] Progress: 168/419 forecasts completed (40.1%). NDAQ finished in 0.8s. ETA: 43.8s. Rate: 343.44 forecasts/min
[2026-01-14T20:36:09.802997] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:09.812295] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-14T20:36:09.812532] [DEBUG] [REMOTE    ] HMC: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:09.813772] [DEBUG] [LOCAL     ] Loaded configuration for HMC: 4 features, N/A% accuracy
[2026-01-14T20:36:09.813832] [INFO ] [LOCAL     ] HMC: Loaded 4 optimal features with 56.85% confidence from JSON config
[2026-01-14T20:36:09.813862] [DEBUG] [MAG       ] Building data for symbol: HMC with lookback: 0
[2026-01-14T20:36:09.814251] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-14T20:36:09.814788] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-14T20:36:09.814861] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-14T20:36:09.817310] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-14T20:36:09.820366] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-14T20:36:09.821832] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-14T20:36:09.822934] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:09.855909] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-14T20:36:09.857022] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-14T20:36:09.896838] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-14T20:36:09.897800] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-14T20:36:09.899059] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-14T20:36:09.941714] [DEBUG] [MAG       ] GGB: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:09.978358] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-14T20:36:09.979290] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-14T20:36:09.981176] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-14T20:36:09.984307] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-14T20:36:09.985557] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-14T20:36:09.987627] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-14T20:36:09.988397] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-14T20:36:09.992884] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-14T20:36:09.994094] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-14T20:36:09.995505] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2026-01-14T20:36:09.996627] [INFO ] [LOCAL     ] GGB: Saved forecast.
[2026-01-14T20:36:09.996691] [INFO ] [main      ] GGB: Signal=1 (Conf=90.0%), Magnitude=-0.85% (Conf=34.1898%)
[2026-01-14T20:36:09.997038] [INFO ] [main      ] Fetching symbol history for TCPC...
[2026-01-14T20:36:09.997087] [DEBUG] [REMOTE    ] TCPC: Fetching historical data.
[2026-01-14T20:36:09.997148] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-14T20:36:09.997713] [INFO ] [main      ] Progress: 169/419 forecasts completed (40.3%). GGB finished in 0.6s. ETA: 43.7s. Rate: 343.18 forecasts/min
[2026-01-14T20:36:10.000325] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-14T20:36:10.001068] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-14T20:36:10.001839] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-14T20:36:10.003968] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-14T20:36:10.005189] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-14T20:36:10.005961] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-14T20:36:10.006715] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2026-01-14T20:36:10.007426] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-14T20:36:10.007629] [DEBUG] [REMOTE    ] TCPC: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:10.008706] [DEBUG] [LOCAL     ] Loaded configuration for TCPC: 5 features, N/A% accuracy
[2026-01-14T20:36:10.008761] [INFO ] [LOCAL     ] TCPC: Loaded 5 optimal features with 51.44% confidence from JSON config
[2026-01-14T20:36:10.008795] [DEBUG] [MAG       ] Building data for symbol: TCPC with lookback: 0
[2026-01-14T20:36:10.009554] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-14T20:36:10.009631] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:10.010494] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-14T20:36:10.012197] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-14T20:36:10.014433] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-14T20:36:10.014798] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2026-01-14T20:36:10.016166] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-14T20:36:10.016832] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2026-01-14T20:36:10.017095] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2026-01-14T20:36:10.018926] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:10.020624] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:10.021094] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-14T20:36:10.040204] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-14T20:36:10.041440] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-14T20:36:10.043190] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-14T20:36:10.043966] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-14T20:36:10.045652] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2026-01-14T20:36:10.047361] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-14T20:36:10.048353] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-14T20:36:10.049607] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2026-01-14T20:36:10.050893] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-14T20:36:10.053095] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2026-01-14T20:36:10.054732] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2026-01-14T20:36:10.057707] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2026-01-14T20:36:10.059634] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2026-01-14T20:36:10.066419] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:10.146840] [DEBUG] [MAG       ] TSLX: Last date is validated at 2026-01-14
[2026-01-14T20:36:10.265063] [DEBUG] [MAG       ] HMC: Last date is validated at 2026-01-14
[2026-01-14T20:36:10.352706] [DEBUG] [MAG       ] TSLX: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:10.357031] [DEBUG] [MAG       ] TCPC: Last date is validated at 2026-01-14
[2026-01-14T20:36:10.418309] [DEBUG] [MAG       ] BSCQ: Last date is validated at 2026-01-14
[2026-01-14T20:36:10.421994] [INFO ] [LOCAL     ] TSLX: Saved forecast.
[2026-01-14T20:36:10.422062] [INFO ] [main      ] TSLX: Signal=1 (Conf=90.0%), Magnitude=1.10% (Conf=48.3251%)
[2026-01-14T20:36:10.422554] [INFO ] [main      ] Fetching symbol history for QQQJ...
[2026-01-14T20:36:10.422621] [DEBUG] [REMOTE    ] QQQJ: Fetching historical data.
[2026-01-14T20:36:10.422673] [INFO ] [main      ] Progress: 170/419 forecasts completed (40.6%). TSLX finished in 0.8s. ETA: 43.9s. Rate: 340.31 forecasts/min
[2026-01-14T20:36:10.433491] [DEBUG] [MAG       ] HMC: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:10.434284] [DEBUG] [REMOTE    ] QQQJ: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:10.435908] [DEBUG] [LOCAL     ] Loaded configuration for QQQJ: 4 features, N/A% accuracy
[2026-01-14T20:36:10.435960] [INFO ] [LOCAL     ] QQQJ: Loaded 4 optimal features with 49.25% confidence from JSON config
[2026-01-14T20:36:10.435991] [DEBUG] [MAG       ] Building data for symbol: QQQJ with lookback: 0
[2026-01-14T20:36:10.436770] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-14T20:36:10.436831] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:10.438506] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:36:10.439039] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:36:10.439478] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2026-01-14T20:36:10.445455] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:10.518061] [INFO ] [LOCAL     ] HMC: Saved forecast.
[2026-01-14T20:36:10.518134] [INFO ] [main      ] HMC: Signal=1 (Conf=90.0%), Magnitude=2.77% (Conf=56.8453%)
[2026-01-14T20:36:10.518306] [INFO ] [main      ] Fetching symbol history for FOSL...
[2026-01-14T20:36:10.518352] [DEBUG] [REMOTE    ] FOSL: Fetching historical data.
[2026-01-14T20:36:10.519084] [INFO ] [main      ] Progress: 171/419 forecasts completed (40.8%). HMC finished in 0.7s. ETA: 43.6s. Rate: 341.22 forecasts/min
[2026-01-14T20:36:10.527730] [DEBUG] [MAG       ] TCPC: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:10.531103] [DEBUG] [REMOTE    ] FOSL: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:10.532204] [DEBUG] [LOCAL     ] Loaded configuration for FOSL: 4 features, N/A% accuracy
[2026-01-14T20:36:10.532622] [INFO ] [LOCAL     ] FOSL: Loaded 4 optimal features with 46.71% confidence from JSON config
[2026-01-14T20:36:10.532663] [DEBUG] [MAG       ] Building data for symbol: FOSL with lookback: 0
[2026-01-14T20:36:10.533472] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-14T20:36:10.533535] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:10.538747] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-14T20:36:10.539712] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-14T20:36:10.540628] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-14T20:36:10.542528] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:10.587094] [INFO ] [LOCAL     ] TCPC: Saved forecast.
[2026-01-14T20:36:10.587172] [INFO ] [main      ] TCPC: Signal=1 (Conf=90.0%), Magnitude=1.03% (Conf=51.4396%)
[2026-01-14T20:36:10.587549] [INFO ] [main      ] Fetching symbol history for MILN...
[2026-01-14T20:36:10.587616] [DEBUG] [REMOTE    ] MILN: Fetching historical data.
[2026-01-14T20:36:10.587688] [INFO ] [main      ] Progress: 172/419 forecasts completed (41.1%). TCPC finished in 0.6s. ETA: 43.3s. Rate: 342.43 forecasts/min
[2026-01-14T20:36:10.589933] [DEBUG] [MAG       ] BSCQ: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:10.597955] [DEBUG] [REMOTE    ] MILN: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:10.598946] [DEBUG] [LOCAL     ] Loaded configuration for MILN: 7 features, N/A% accuracy
[2026-01-14T20:36:10.598998] [INFO ] [LOCAL     ] MILN: Loaded 7 optimal features with 56.92% confidence from JSON config
[2026-01-14T20:36:10.599030] [DEBUG] [MAG       ] Building data for symbol: MILN with lookback: 0
[2026-01-14T20:36:10.599812] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-14T20:36:10.599875] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-14T20:36:10.600591] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:10.602282] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:36:10.602847] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-14T20:36:10.603919] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-14T20:36:10.605567] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-14T20:36:10.606647] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-14T20:36:10.607323] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:10.783811] [DEBUG] [MAG       ] QQQJ: Last date is validated at 2026-01-14
[2026-01-14T20:36:10.853168] [INFO ] [LOCAL     ] BSCQ: Saved forecast.
[2026-01-14T20:36:10.853238] [INFO ] [main      ] BSCQ: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=13.5335%)
[2026-01-14T20:36:10.853630] [INFO ] [main      ] Fetching symbol history for TERN...
[2026-01-14T20:36:10.853684] [DEBUG] [REMOTE    ] TERN: Fetching historical data.
[2026-01-14T20:36:10.854672] [INFO ] [main      ] Progress: 173/419 forecasts completed (41.3%). BSCQ finished in 1.2s. ETA: 43.2s. Rate: 341.40 forecasts/min
[2026-01-14T20:36:10.865560] [DEBUG] [REMOTE    ] TERN: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:10.869336] [DEBUG] [LOCAL     ] Loaded configuration for TERN: 5 features, N/A% accuracy
[2026-01-14T20:36:10.869391] [INFO ] [LOCAL     ] TERN: Loaded 5 optimal features with 57.09% confidence from JSON config
[2026-01-14T20:36:10.869423] [DEBUG] [MAG       ] Building data for symbol: TERN with lookback: 0
[2026-01-14T20:36:10.870217] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-14T20:36:10.870282] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:10.875419] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-14T20:36:10.877014] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-14T20:36:10.880215] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-14T20:36:10.895933] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2026-01-14T20:36:10.897469] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:10.909657] [DEBUG] [MAG       ] FOSL: Last date is validated at 2026-01-14
[2026-01-14T20:36:10.952841] [DEBUG] [MAG       ] MILN: Last date is validated at 2026-01-14
[2026-01-14T20:36:10.965555] [DEBUG] [MAG       ] QQQJ: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:11.038949] [INFO ] [LOCAL     ] QQQJ: Saved forecast.
[2026-01-14T20:36:11.039020] [INFO ] [main      ] QQQJ: Signal=1 (Conf=90.0%), Magnitude=1.00% (Conf=49.2488%)
[2026-01-14T20:36:11.039181] [INFO ] [main      ] Fetching symbol history for KOD...
[2026-01-14T20:36:11.039225] [DEBUG] [REMOTE    ] KOD: Fetching historical data.
[2026-01-14T20:36:11.040674] [INFO ] [main      ] Progress: 174/419 forecasts completed (41.5%). QQQJ finished in 0.6s. ETA: 43.1s. Rate: 341.28 forecasts/min
[2026-01-14T20:36:11.052399] [DEBUG] [REMOTE    ] KOD: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:11.084520] [DEBUG] [MAG       ] FOSL: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:11.120611] [DEBUG] [MAG       ] MILN: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:11.143614] [INFO ] [LOCAL     ] FOSL: Saved forecast.
[2026-01-14T20:36:11.143705] [INFO ] [main      ] FOSL: Signal=1 (Conf=90.0%), Magnitude=-2.85% (Conf=46.7053%)
[2026-01-14T20:36:11.143864] [INFO ] [main      ] Fetching symbol history for LEA...
[2026-01-14T20:36:11.143907] [DEBUG] [REMOTE    ] LEA: Fetching historical data.
[2026-01-14T20:36:11.144131] [INFO ] [main      ] Progress: 175/419 forecasts completed (41.8%). FOSL finished in 0.6s. ETA: 42.8s. Rate: 342.09 forecasts/min
[2026-01-14T20:36:11.154654] [DEBUG] [REMOTE    ] LEA: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:11.155657] [DEBUG] [LOCAL     ] Loaded configuration for LEA: 5 features, N/A% accuracy
[2026-01-14T20:36:11.155709] [INFO ] [LOCAL     ] LEA: Loaded 5 optimal features with 37.24% confidence from JSON config
[2026-01-14T20:36:11.155747] [DEBUG] [MAG       ] Building data for symbol: LEA with lookback: 0
[2026-01-14T20:36:11.156518] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-14T20:36:11.156601] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-14T20:36:11.157565] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-14T20:36:11.158932] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-14T20:36:11.161843] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-14T20:36:11.162543] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-14T20:36:11.164094] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:11.199925] [DEBUG] [LOCAL     ] Loaded configuration for KOD: 6 features, N/A% accuracy
[2026-01-14T20:36:11.200008] [INFO ] [LOCAL     ] KOD: Loaded 6 optimal features with 53.58% confidence from JSON config
[2026-01-14T20:36:11.200044] [DEBUG] [MAG       ] Building data for symbol: KOD with lookback: 0
[2026-01-14T20:36:11.201101] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-14T20:36:11.201174] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:11.202520] [INFO ] [LOCAL     ] MILN: Saved forecast.
[2026-01-14T20:36:11.202606] [INFO ] [main      ] MILN: Signal=1 (Conf=90.0%), Magnitude=-1.06% (Conf=56.9192%)
[2026-01-14T20:36:11.202769] [INFO ] [main      ] Fetching symbol history for AEI...
[2026-01-14T20:36:11.202813] [DEBUG] [REMOTE    ] AEI: Fetching historical data.
[2026-01-14T20:36:11.202895] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:36:11.203420] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:36:11.204035] [INFO ] [main      ] Progress: 176/419 forecasts completed (42.0%). MILN finished in 0.6s. ETA: 42.5s. Rate: 343.37 forecasts/min
[2026-01-14T20:36:11.203881] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:36:11.204508] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-14T20:36:11.205539] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-14T20:36:11.207972] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:11.213424] [DEBUG] [REMOTE    ] AEI: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:11.214804] [DEBUG] [LOCAL     ] Loaded configuration for AEI: 3 features, N/A% accuracy
[2026-01-14T20:36:11.214860] [INFO ] [LOCAL     ] AEI: Loaded 3 optimal features with 48.68% confidence from JSON config
[2026-01-14T20:36:11.214893] [DEBUG] [MAG       ] Building data for symbol: AEI with lookback: 0
[2026-01-14T20:36:11.215677] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-14T20:36:11.215736] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:11.220529] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-14T20:36:11.250689] [DEBUG] [MAG       ] TERN: Last date is validated at 2026-01-14
[2026-01-14T20:36:11.260179] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-14T20:36:11.261097] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:11.423067] [DEBUG] [MAG       ] TERN: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:11.507866] [DEBUG] [MAG       ] LEA: Last date is validated at 2026-01-14
[2026-01-14T20:36:11.523276] [INFO ] [LOCAL     ] TERN: Saved forecast.
[2026-01-14T20:36:11.523347] [INFO ] [main      ] TERN: Signal=1 (Conf=90.0%), Magnitude=13.01% (Conf=57.0941%)
[2026-01-14T20:36:11.523748] [INFO ] [main      ] Fetching symbol history for SHEL...
[2026-01-14T20:36:11.523806] [DEBUG] [REMOTE    ] SHEL: Fetching historical data.
[2026-01-14T20:36:11.524680] [INFO ] [main      ] Progress: 177/419 forecasts completed (42.2%). TERN finished in 0.7s. ETA: 42.5s. Rate: 341.76 forecasts/min
[2026-01-14T20:36:11.535082] [DEBUG] [REMOTE    ] SHEL: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:11.535972] [DEBUG] [LOCAL     ] Loaded configuration for SHEL: 4 features, N/A% accuracy
[2026-01-14T20:36:11.536031] [INFO ] [LOCAL     ] SHEL: Loaded 4 optimal features with 58.15% confidence from JSON config
[2026-01-14T20:36:11.536064] [DEBUG] [MAG       ] Building data for symbol: SHEL with lookback: 0
[2026-01-14T20:36:11.536859] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-14T20:36:11.536921] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:11.541981] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-14T20:36:11.544505] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-14T20:36:11.546083] [DEBUG] [MAG       ] KOD: Last date is validated at 2026-01-14
[2026-01-14T20:36:11.596309] [DEBUG] [MAG       ] AEI: Last date is validated at 2026-01-14
[2026-01-14T20:36:11.660242] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-14T20:36:11.662918] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:11.683994] [DEBUG] [MAG       ] LEA: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:11.712347] [DEBUG] [MAG       ] KOD: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:11.763457] [DEBUG] [MAG       ] AEI: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:11.789429] [INFO ] [LOCAL     ] LEA: Saved forecast.
[2026-01-14T20:36:11.789508] [INFO ] [main      ] LEA: Signal=1 (Conf=90.0%), Magnitude=-1.08% (Conf=37.2419%)
[2026-01-14T20:36:11.789706] [INFO ] [main      ] Fetching symbol history for MGNI...
[2026-01-14T20:36:11.789752] [DEBUG] [REMOTE    ] MGNI: Fetching historical data.
[2026-01-14T20:36:11.791851] [INFO ] [main      ] Progress: 178/419 forecasts completed (42.5%). LEA finished in 0.6s. ETA: 42.4s. Rate: 340.76 forecasts/min
[2026-01-14T20:36:11.796647] [INFO ] [LOCAL     ] KOD: Saved forecast.
[2026-01-14T20:36:11.796718] [INFO ] [main      ] KOD: Signal=1 (Conf=90.0%), Magnitude=-4.09% (Conf=53.5766%)
[2026-01-14T20:36:11.797036] [INFO ] [main      ] Fetching symbol history for FTSM...
[2026-01-14T20:36:11.797088] [DEBUG] [REMOTE    ] FTSM: Fetching historical data.
[2026-01-14T20:36:11.797686] [INFO ] [main      ] Progress: 179/419 forecasts completed (42.7%). KOD finished in 0.8s. ETA: 42.0s. Rate: 342.61 forecasts/min
[2026-01-14T20:36:11.801835] [DEBUG] [REMOTE    ] MGNI: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:11.802656] [DEBUG] [LOCAL     ] Loaded configuration for MGNI: 2 features, N/A% accuracy
[2026-01-14T20:36:11.802716] [INFO ] [LOCAL     ] MGNI: Loaded 2 optimal features with 58.05% confidence from JSON config
[2026-01-14T20:36:11.802749] [DEBUG] [MAG       ] Building data for symbol: MGNI with lookback: 0
[2026-01-14T20:36:11.803505] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-14T20:36:11.803564] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:11.808399] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-14T20:36:11.808713] [DEBUG] [REMOTE    ] FTSM: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:11.809361] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:11.809409] [DEBUG] [LOCAL     ] Loaded configuration for FTSM: 50 features, N/A% accuracy
[2026-01-14T20:36:11.809462] [INFO ] [LOCAL     ] FTSM: Loaded 50 optimal features with 14.50% confidence from JSON config
[2026-01-14T20:36:11.809848] [DEBUG] [MAG       ] Building data for symbol: FTSM with lookback: 0
[2026-01-14T20:36:11.810652] [DEBUG] [FEATURES  ] DataBuilder: Executing 50 feature methods.
[2026-01-14T20:36:11.810750] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:11.815718] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:11.817550] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:36:11.818094] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:36:11.818560] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:36:11.818989] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-14T20:36:11.819775] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-14T20:36:11.820806] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-14T20:36:11.823400] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-14T20:36:11.825706] [INFO ] [LOCAL     ] AEI: Saved forecast.
[2026-01-14T20:36:11.825774] [INFO ] [main      ] AEI: Signal=1 (Conf=90.0%), Magnitude=-2.44% (Conf=48.6752%)
[2026-01-14T20:36:11.826149] [INFO ] [main      ] Fetching symbol history for CM...
[2026-01-14T20:36:11.826200] [DEBUG] [REMOTE    ] CM: Fetching historical data.
[2026-01-14T20:36:11.826624] [INFO ] [main      ] Progress: 180/419 forecasts completed (43.0%). AEI finished in 0.6s. ETA: 41.7s. Rate: 344.21 forecasts/min
[2026-01-14T20:36:11.836835] [DEBUG] [REMOTE    ] CM: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:11.837819] [DEBUG] [LOCAL     ] Loaded configuration for CM: 5 features, N/A% accuracy
[2026-01-14T20:36:11.841027] [INFO ] [LOCAL     ] CM: Loaded 5 optimal features with 64.93% confidence from JSON config
[2026-01-14T20:36:11.841067] [DEBUG] [MAG       ] Building data for symbol: CM with lookback: 0
[2026-01-14T20:36:11.841930] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-14T20:36:11.841996] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:11.843689] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:36:11.844206] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:36:11.844666] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:36:11.845057] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-14T20:36:11.845834] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:11.938691] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-14T20:36:11.940766] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-14T20:36:11.982022] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-14T20:36:11.983422] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-14T20:36:12.015356] [DEBUG] [MAG       ] SHEL: Last date is validated at 2026-01-14
[2026-01-14T20:36:12.041088] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-14T20:36:12.042214] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-14T20:36:12.043471] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-14T20:36:12.122508] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-14T20:36:12.123464] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-14T20:36:12.125484] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-14T20:36:12.128405] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-14T20:36:12.129525] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-14T20:36:12.131651] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-14T20:36:12.132423] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-14T20:36:12.136845] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-14T20:36:12.138088] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-14T20:36:12.139448] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2026-01-14T20:36:12.141047] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-14T20:36:12.144068] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-14T20:36:12.144765] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-14T20:36:12.145517] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-14T20:36:12.147676] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-14T20:36:12.148811] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-14T20:36:12.149526] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-14T20:36:12.150259] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2026-01-14T20:36:12.150988] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-14T20:36:12.151668] [DEBUG] [MAG       ] MGNI: Last date is validated at 2026-01-14
[2026-01-14T20:36:12.153843] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-14T20:36:12.155507] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-14T20:36:12.158059] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2026-01-14T20:36:12.160304] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2026-01-14T20:36:12.164306] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-14T20:36:12.178725] [DEBUG] [MAG       ] SHEL: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:12.183280] [DEBUG] [MAG       ] CM: Last date is validated at 2026-01-14
[2026-01-14T20:36:12.183404] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-14T20:36:12.184750] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-14T20:36:12.186605] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-14T20:36:12.187368] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-14T20:36:12.189056] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2026-01-14T20:36:12.190721] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-14T20:36:12.191705] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-14T20:36:12.192953] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2026-01-14T20:36:12.194263] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-14T20:36:12.196423] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2026-01-14T20:36:12.198110] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:12.270106] [INFO ] [LOCAL     ] SHEL: Saved forecast.
[2026-01-14T20:36:12.270186] [INFO ] [main      ] SHEL: Signal=1 (Conf=90.0%), Magnitude=3.33% (Conf=58.1507%)
[2026-01-14T20:36:12.270638] [INFO ] [main      ] Fetching symbol history for WLDS...
[2026-01-14T20:36:12.270690] [DEBUG] [REMOTE    ] WLDS: Fetching historical data.
[2026-01-14T20:36:12.270660] [INFO ] [main      ] Progress: 181/419 forecasts completed (43.2%). SHEL finished in 0.7s. ETA: 41.8s. Rate: 341.29 forecasts/min
[2026-01-14T20:36:12.281618] [DEBUG] [REMOTE    ] WLDS: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:12.282605] [DEBUG] [LOCAL     ] Loaded configuration for WLDS: 2 features, N/A% accuracy
[2026-01-14T20:36:12.282662] [INFO ] [LOCAL     ] WLDS: Loaded 2 optimal features with 46.25% confidence from JSON config
[2026-01-14T20:36:12.282694] [DEBUG] [MAG       ] Building data for symbol: WLDS with lookback: 0
[2026-01-14T20:36:12.283454] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-14T20:36:12.283512] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-14T20:36:12.287762] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-14T20:36:12.289812] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:12.319353] [DEBUG] [MAG       ] MGNI: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:12.349635] [DEBUG] [MAG       ] CM: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:12.400264] [INFO ] [LOCAL     ] MGNI: Saved forecast.
[2026-01-14T20:36:12.400332] [INFO ] [main      ] MGNI: Signal=1 (Conf=90.0%), Magnitude=-2.80% (Conf=58.053%)
[2026-01-14T20:36:12.400492] [INFO ] [main      ] Fetching symbol history for LH...
[2026-01-14T20:36:12.400534] [DEBUG] [REMOTE    ] LH: Fetching historical data.
[2026-01-14T20:36:12.401294] [INFO ] [main      ] Progress: 182/419 forecasts completed (43.4%). MGNI finished in 0.6s. ETA: 41.6s. Rate: 341.77 forecasts/min
[2026-01-14T20:36:12.412448] [DEBUG] [REMOTE    ] LH: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:12.413478] [DEBUG] [LOCAL     ] Loaded configuration for LH: 5 features, N/A% accuracy
[2026-01-14T20:36:12.413529] [INFO ] [LOCAL     ] LH: Loaded 5 optimal features with 50.41% confidence from JSON config
[2026-01-14T20:36:12.413561] [DEBUG] [MAG       ] Building data for symbol: LH with lookback: 0
[2026-01-14T20:36:12.414355] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-14T20:36:12.414415] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:12.416121] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:36:12.416649] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:36:12.417049] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-14T20:36:12.430804] [INFO ] [LOCAL     ] CM: Saved forecast.
[2026-01-14T20:36:12.430883] [INFO ] [main      ] CM: Signal=1 (Conf=90.0%), Magnitude=0.74% (Conf=64.9339%)
[2026-01-14T20:36:12.431257] [INFO ] [main      ] Fetching symbol history for EVF...
[2026-01-14T20:36:12.431314] [DEBUG] [REMOTE    ] EVF: Fetching historical data.
[2026-01-14T20:36:12.431626] [INFO ] [main      ] Progress: 183/419 forecasts completed (43.7%). CM finished in 0.6s. ETA: 41.2s. Rate: 343.32 forecasts/min
[2026-01-14T20:36:12.442403] [DEBUG] [REMOTE    ] EVF: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:12.443419] [DEBUG] [LOCAL     ] Loaded configuration for EVF: 4 features, N/A% accuracy
[2026-01-14T20:36:12.443477] [INFO ] [LOCAL     ] EVF: Loaded 4 optimal features with 41.33% confidence from JSON config
[2026-01-14T20:36:12.443511] [DEBUG] [MAG       ] Building data for symbol: EVF with lookback: 0
[2026-01-14T20:36:12.444328] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-14T20:36:12.444391] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:12.449469] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:12.451316] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:36:12.451871] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-14T20:36:12.466200] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-14T20:36:12.467723] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:12.471660] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:12.547461] [DEBUG] [MAG       ] FTSM: Last date is validated at 2026-01-14
[2026-01-14T20:36:12.652414] [DEBUG] [MAG       ] WLDS: Last date is validated at 2026-01-14
[2026-01-14T20:36:12.712953] [DEBUG] [MAG       ] FTSM: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:12.807861] [DEBUG] [MAG       ] LH: Last date is validated at 2026-01-14
[2026-01-14T20:36:12.823422] [DEBUG] [MAG       ] WLDS: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:12.877312] [DEBUG] [MAG       ] EVF: Last date is validated at 2026-01-14
[2026-01-14T20:36:12.909171] [INFO ] [LOCAL     ] WLDS: Saved forecast.
[2026-01-14T20:36:12.909243] [INFO ] [main      ] WLDS: Signal=1 (Conf=90.0%), Magnitude=-58.59% (Conf=46.2523%)
[2026-01-14T20:36:12.909667] [INFO ] [main      ] Fetching symbol history for KEP...
[2026-01-14T20:36:12.909721] [DEBUG] [REMOTE    ] KEP: Fetching historical data.
[2026-01-14T20:36:12.910569] [INFO ] [main      ] Progress: 184/419 forecasts completed (43.9%). WLDS finished in 0.6s. ETA: 41.5s. Rate: 340.11 forecasts/min
[2026-01-14T20:36:12.921358] [DEBUG] [REMOTE    ] KEP: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:12.922609] [DEBUG] [LOCAL     ] Loaded configuration for KEP: 5 features, N/A% accuracy
[2026-01-14T20:36:12.922664] [INFO ] [LOCAL     ] KEP: Loaded 5 optimal features with 56.32% confidence from JSON config
[2026-01-14T20:36:12.922695] [DEBUG] [MAG       ] Building data for symbol: KEP with lookback: 0
[2026-01-14T20:36:12.923497] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-14T20:36:12.923558] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:12.925273] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:36:12.925822] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:36:12.926216] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-14T20:36:12.926984] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-14T20:36:12.966509] [INFO ] [LOCAL     ] FTSM: Saved forecast.
[2026-01-14T20:36:12.966597] [INFO ] [main      ] FTSM: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=14.4978%)
[2026-01-14T20:36:12.966945] [INFO ] [main      ] Fetching symbol history for CIF...
[2026-01-14T20:36:12.966996] [DEBUG] [REMOTE    ] CIF: Fetching historical data.
[2026-01-14T20:36:12.967699] [INFO ] [main      ] Progress: 185/419 forecasts completed (44.2%). FTSM finished in 1.2s. ETA: 41.1s. Rate: 341.36 forecasts/min
[2026-01-14T20:36:12.974615] [DEBUG] [MAG       ] LH: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:12.977949] [DEBUG] [REMOTE    ] CIF: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:12.978822] [DEBUG] [LOCAL     ] Loaded configuration for CIF: 0 features, N/A% accuracy
[2026-01-14T20:36:12.978879] [INFO ] [LOCAL     ] CIF: Loaded 0 optimal features with 16.43% confidence from JSON config
[2026-01-14T20:36:12.978912] [DEBUG] [MAG       ] Building data for symbol: CIF with lookback: 0
[2026-01-14T20:36:12.979613] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:12.979731] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2026-01-14T20:36:13.046916] [DEBUG] [MAG       ] EVF: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:13.094501] [INFO ] [LOCAL     ] LH: Saved forecast.
[2026-01-14T20:36:13.094585] [INFO ] [main      ] LH: Signal=1 (Conf=90.0%), Magnitude=3.53% (Conf=50.4086%)
[2026-01-14T20:36:13.094746] [INFO ] [main      ] Fetching symbol history for PRGO...
[2026-01-14T20:36:13.094797] [DEBUG] [REMOTE    ] PRGO: Fetching historical data.
[2026-01-14T20:36:13.096833] [INFO ] [main      ] Progress: 186/419 forecasts completed (44.4%). LH finished in 0.7s. ETA: 40.9s. Rate: 341.84 forecasts/min
[2026-01-14T20:36:13.104977] [INFO ] [LOCAL     ] EVF: Saved forecast.
[2026-01-14T20:36:13.105049] [INFO ] [main      ] EVF: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=41.3252%)
[2026-01-14T20:36:13.105420] [INFO ] [main      ] Fetching symbol history for PLUG...
[2026-01-14T20:36:13.105473] [DEBUG] [REMOTE    ] PLUG: Fetching historical data.
[2026-01-14T20:36:13.105636] [INFO ] [main      ] Progress: 187/419 forecasts completed (44.6%). EVF finished in 0.7s. ETA: 40.5s. Rate: 343.59 forecasts/min
[2026-01-14T20:36:13.106100] [DEBUG] [REMOTE    ] PRGO: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:13.107022] [DEBUG] [LOCAL     ] Loaded configuration for PRGO: 6 features, N/A% accuracy
[2026-01-14T20:36:13.107676] [INFO ] [LOCAL     ] PRGO: Loaded 6 optimal features with 44.88% confidence from JSON config
[2026-01-14T20:36:13.107724] [DEBUG] [MAG       ] Building data for symbol: PRGO with lookback: 0
[2026-01-14T20:36:13.108532] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-14T20:36:13.108611] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:13.113535] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:13.115438] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:36:13.115957] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:36:13.116406] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:36:13.116819] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-14T20:36:13.116804] [DEBUG] [REMOTE    ] PLUG: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:13.117837] [DEBUG] [LOCAL     ] Loaded configuration for PLUG: 4 features, N/A% accuracy
[2026-01-14T20:36:13.117896] [INFO ] [LOCAL     ] PLUG: Loaded 4 optimal features with 56.33% confidence from JSON config
[2026-01-14T20:36:13.117930] [DEBUG] [MAG       ] Building data for symbol: PLUG with lookback: 0
[2026-01-14T20:36:13.118761] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-14T20:36:13.118824] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:13.125276] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:13.127757] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:36:13.128302] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-14T20:36:13.129142] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:13.230242] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:13.315996] [DEBUG] [MAG       ] CIF: Last date is validated at 2026-01-14
[2026-01-14T20:36:13.324620] [DEBUG] [MAG       ] KEP: Last date is validated at 2026-01-14
[2026-01-14T20:36:13.469713] [DEBUG] [MAG       ] PLUG: Last date is validated at 2026-01-14
[2026-01-14T20:36:13.483420] [DEBUG] [MAG       ] CIF: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:13.495945] [DEBUG] [MAG       ] KEP: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:13.530248] [INFO ] [LOCAL     ] CIF: Saved forecast.
[2026-01-14T20:36:13.530320] [INFO ] [main      ] CIF: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=16.4296%)
[2026-01-14T20:36:13.530756] [INFO ] [main      ] Fetching symbol history for PGJ...
[2026-01-14T20:36:13.530810] [DEBUG] [REMOTE    ] PGJ: Fetching historical data.
[2026-01-14T20:36:13.530812] [INFO ] [main      ] Progress: 188/419 forecasts completed (44.9%). CIF finished in 0.6s. ETA: 40.6s. Rate: 340.99 forecasts/min
[2026-01-14T20:36:13.541981] [DEBUG] [REMOTE    ] PGJ: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:13.543189] [DEBUG] [LOCAL     ] Loaded configuration for PGJ: 1 features, N/A% accuracy
[2026-01-14T20:36:13.543258] [INFO ] [LOCAL     ] PGJ: Loaded 1 optimal features with 60.47% confidence from JSON config
[2026-01-14T20:36:13.543296] [DEBUG] [MAG       ] Building data for symbol: PGJ with lookback: 0
[2026-01-14T20:36:13.544102] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-14T20:36:13.544164] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-14T20:36:13.565801] [INFO ] [LOCAL     ] KEP: Saved forecast.
[2026-01-14T20:36:13.565874] [INFO ] [main      ] KEP: Signal=1 (Conf=90.0%), Magnitude=-3.45% (Conf=56.3239%)
[2026-01-14T20:36:13.566247] [INFO ] [main      ] Progress: 189/419 forecasts completed (45.1%). KEP finished in 0.7s. ETA: 40.3s. Rate: 342.43 forecasts/min
[2026-01-14T20:36:13.566375] [INFO ] [main      ] Fetching symbol history for NOMD...
[2026-01-14T20:36:13.566418] [DEBUG] [REMOTE    ] NOMD: Fetching historical data.
[2026-01-14T20:36:13.567119] [DEBUG] [MAG       ] PRGO: Last date is validated at 2026-01-14
[2026-01-14T20:36:13.577511] [DEBUG] [REMOTE    ] NOMD: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:13.581167] [DEBUG] [LOCAL     ] Loaded configuration for NOMD: 6 features, N/A% accuracy
[2026-01-14T20:36:13.581263] [INFO ] [LOCAL     ] NOMD: Loaded 6 optimal features with 57.11% confidence from JSON config
[2026-01-14T20:36:13.581296] [DEBUG] [MAG       ] Building data for symbol: NOMD with lookback: 0
[2026-01-14T20:36:13.582317] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-14T20:36:13.582389] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:13.587359] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-14T20:36:13.587887] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:13.628696] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-14T20:36:13.629972] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-14T20:36:13.631221] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-14T20:36:13.633248] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-14T20:36:13.634098] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:13.641323] [DEBUG] [MAG       ] PLUG: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:13.701104] [INFO ] [LOCAL     ] PLUG: Saved forecast.
[2026-01-14T20:36:13.701193] [INFO ] [main      ] PLUG: Signal=1 (Conf=90.0%), Magnitude=-3.07% (Conf=56.3261%)
[2026-01-14T20:36:13.701606] [INFO ] [main      ] Fetching symbol history for INGN...
[2026-01-14T20:36:13.701658] [DEBUG] [REMOTE    ] INGN: Fetching historical data.
[2026-01-14T20:36:13.702676] [INFO ] [main      ] Progress: 190/419 forecasts completed (45.3%). PLUG finished in 0.6s. ETA: 40.1s. Rate: 342.83 forecasts/min
[2026-01-14T20:36:13.713237] [DEBUG] [REMOTE    ] INGN: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:13.714249] [DEBUG] [LOCAL     ] Loaded configuration for INGN: 3 features, N/A% accuracy
[2026-01-14T20:36:13.714301] [INFO ] [LOCAL     ] INGN: Loaded 3 optimal features with 49.43% confidence from JSON config
[2026-01-14T20:36:13.714335] [DEBUG] [MAG       ] Building data for symbol: INGN with lookback: 0
[2026-01-14T20:36:13.715109] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-14T20:36:13.715169] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2026-01-14T20:36:13.716697] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-14T20:36:13.718818] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2026-01-14T20:36:13.721943] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:13.747486] [DEBUG] [MAG       ] PRGO: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:13.828168] [INFO ] [LOCAL     ] PRGO: Saved forecast.
[2026-01-14T20:36:13.828253] [INFO ] [main      ] PRGO: Signal=1 (Conf=90.0%), Magnitude=-1.22% (Conf=44.8836%)
[2026-01-14T20:36:13.828830] [INFO ] [main      ] Fetching symbol history for BOC...
[2026-01-14T20:36:13.828879] [DEBUG] [REMOTE    ] BOC: Fetching historical data.
[2026-01-14T20:36:13.831650] [INFO ] [main      ] Progress: 191/419 forecasts completed (45.6%). PRGO finished in 0.7s. ETA: 39.8s. Rate: 343.30 forecasts/min
[2026-01-14T20:36:13.840859] [DEBUG] [REMOTE    ] BOC: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:13.841907] [DEBUG] [LOCAL     ] Loaded configuration for BOC: 4 features, N/A% accuracy
[2026-01-14T20:36:13.841963] [INFO ] [LOCAL     ] BOC: Loaded 4 optimal features with 50.18% confidence from JSON config
[2026-01-14T20:36:13.841996] [DEBUG] [MAG       ] Building data for symbol: BOC with lookback: 0
[2026-01-14T20:36:13.842802] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-14T20:36:13.842869] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:13.844654] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:36:13.845197] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:36:13.845631] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-14T20:36:13.894238] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:13.939477] [DEBUG] [MAG       ] PGJ: Last date is validated at 2026-01-14
[2026-01-14T20:36:13.986005] [DEBUG] [MAG       ] NOMD: Last date is validated at 2026-01-14
[2026-01-14T20:36:14.064660] [DEBUG] [MAG       ] INGN: Last date is validated at 2026-01-14
[2026-01-14T20:36:14.109330] [DEBUG] [MAG       ] PGJ: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:14.152006] [DEBUG] [MAG       ] NOMD: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:14.179956] [INFO ] [LOCAL     ] PGJ: Saved forecast.
[2026-01-14T20:36:14.180031] [INFO ] [main      ] PGJ: Signal=1 (Conf=90.0%), Magnitude=2.11% (Conf=60.4656%)
[2026-01-14T20:36:14.180399] [INFO ] [main      ] Fetching symbol history for CE...
[2026-01-14T20:36:14.180450] [DEBUG] [REMOTE    ] CE: Fetching historical data.
[2026-01-14T20:36:14.180681] [INFO ] [main      ] Progress: 192/419 forecasts completed (45.8%). PGJ finished in 0.6s. ETA: 39.9s. Rate: 341.53 forecasts/min
[2026-01-14T20:36:14.191899] [DEBUG] [REMOTE    ] CE: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:14.193261] [DEBUG] [LOCAL     ] Loaded configuration for CE: 6 features, N/A% accuracy
[2026-01-14T20:36:14.193313] [INFO ] [LOCAL     ] CE: Loaded 6 optimal features with 45.32% confidence from JSON config
[2026-01-14T20:36:14.193343] [DEBUG] [MAG       ] Building data for symbol: CE with lookback: 0
[2026-01-14T20:36:14.194129] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-14T20:36:14.194190] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:14.199345] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:14.201189] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:36:14.201782] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:36:14.202185] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-14T20:36:14.204553] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-14T20:36:14.206224] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:14.226633] [INFO ] [LOCAL     ] NOMD: Saved forecast.
[2026-01-14T20:36:14.226705] [INFO ] [main      ] NOMD: Signal=1 (Conf=90.0%), Magnitude=0.73% (Conf=57.1138%)
[2026-01-14T20:36:14.226875] [INFO ] [main      ] Fetching symbol history for MGTX...
[2026-01-14T20:36:14.226921] [DEBUG] [REMOTE    ] MGTX: Fetching historical data.
[2026-01-14T20:36:14.228006] [INFO ] [main      ] Progress: 193/419 forecasts completed (46.1%). NOMD finished in 0.7s. ETA: 39.6s. Rate: 342.83 forecasts/min
[2026-01-14T20:36:14.233410] [DEBUG] [MAG       ] INGN: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:14.237922] [DEBUG] [REMOTE    ] MGTX: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:14.238350] [DEBUG] [MAG       ] BOC: Last date is validated at 2026-01-14
[2026-01-14T20:36:14.239024] [DEBUG] [LOCAL     ] Loaded configuration for MGTX: 5 features, N/A% accuracy
[2026-01-14T20:36:14.239084] [INFO ] [LOCAL     ] MGTX: Loaded 5 optimal features with 59.49% confidence from JSON config
[2026-01-14T20:36:14.239451] [DEBUG] [MAG       ] Building data for symbol: MGTX with lookback: 0
[2026-01-14T20:36:14.240228] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-14T20:36:14.240288] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:14.241974] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:36:14.242483] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-14T20:36:14.243376] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-14T20:36:14.244456] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2026-01-14T20:36:14.250300] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:14.306009] [INFO ] [LOCAL     ] INGN: Saved forecast.
[2026-01-14T20:36:14.306088] [INFO ] [main      ] INGN: Signal=1 (Conf=90.0%), Magnitude=1.17% (Conf=49.4291%)
[2026-01-14T20:36:14.306457] [INFO ] [main      ] Fetching symbol history for MCK...
[2026-01-14T20:36:14.306510] [DEBUG] [REMOTE    ] MCK: Fetching historical data.
[2026-01-14T20:36:14.306653] [INFO ] [main      ] Progress: 194/419 forecasts completed (46.3%). INGN finished in 0.6s. ETA: 39.3s. Rate: 343.80 forecasts/min
[2026-01-14T20:36:14.318534] [DEBUG] [REMOTE    ] MCK: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:14.319646] [DEBUG] [LOCAL     ] Loaded configuration for MCK: 5 features, N/A% accuracy
[2026-01-14T20:36:14.319704] [INFO ] [LOCAL     ] MCK: Loaded 5 optimal features with 50.11% confidence from JSON config
[2026-01-14T20:36:14.319739] [DEBUG] [MAG       ] Building data for symbol: MCK with lookback: 0
[2026-01-14T20:36:14.320551] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-14T20:36:14.320636] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:14.325736] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-14T20:36:14.326603] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-14T20:36:14.328481] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-14T20:36:14.329202] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-14T20:36:14.330535] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:14.412262] [DEBUG] [MAG       ] BOC: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:14.473037] [INFO ] [LOCAL     ] BOC: Saved forecast.
[2026-01-14T20:36:14.473105] [INFO ] [main      ] BOC: Signal=1 (Conf=90.0%), Magnitude=-0.44% (Conf=50.1841%)
[2026-01-14T20:36:14.473262] [INFO ] [main      ] Fetching symbol history for FSLY...
[2026-01-14T20:36:14.473305] [DEBUG] [REMOTE    ] FSLY: Fetching historical data.
[2026-01-14T20:36:14.474642] [INFO ] [main      ] Progress: 195/419 forecasts completed (46.5%). BOC finished in 0.6s. ETA: 39.1s. Rate: 343.87 forecasts/min
[2026-01-14T20:36:14.484560] [DEBUG] [REMOTE    ] FSLY: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:14.485520] [DEBUG] [LOCAL     ] Loaded configuration for FSLY: 8 features, N/A% accuracy
[2026-01-14T20:36:14.485591] [INFO ] [LOCAL     ] FSLY: Loaded 8 optimal features with 52.58% confidence from JSON config
[2026-01-14T20:36:14.485625] [DEBUG] [MAG       ] Building data for symbol: FSLY with lookback: 0
[2026-01-14T20:36:14.486425] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-14T20:36:14.486489] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:14.491422] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-14T20:36:14.492248] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-14T20:36:14.493079] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-14T20:36:14.495505] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-14T20:36:14.496524] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-14T20:36:14.497526] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-14T20:36:14.498251] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-14T20:36:14.500244] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:14.548690] [DEBUG] [MAG       ] CE: Last date is validated at 2026-01-14
[2026-01-14T20:36:14.583656] [DEBUG] [MAG       ] MGTX: Last date is validated at 2026-01-14
[2026-01-14T20:36:14.703835] [DEBUG] [MAG       ] MCK: Last date is validated at 2026-01-14
[2026-01-14T20:36:14.717780] [DEBUG] [MAG       ] CE: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:14.752950] [DEBUG] [MAG       ] MGTX: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:14.821201] [INFO ] [LOCAL     ] MGTX: Saved forecast.
[2026-01-14T20:36:14.821273] [INFO ] [main      ] MGTX: Signal=1 (Conf=90.0%), Magnitude=0.37% (Conf=59.4878%)
[2026-01-14T20:36:14.821648] [INFO ] [main      ] Progress: 196/419 forecasts completed (46.8%). MGTX finished in 0.6s. ETA: 39.1s. Rate: 342.14 forecasts/min
[2026-01-14T20:36:14.821775] [INFO ] [main      ] Fetching symbol history for ODFL...
[2026-01-14T20:36:14.821818] [DEBUG] [REMOTE    ] ODFL: Fetching historical data.
[2026-01-14T20:36:14.833425] [DEBUG] [REMOTE    ] ODFL: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:14.834408] [DEBUG] [LOCAL     ] Loaded configuration for ODFL: 5 features, N/A% accuracy
[2026-01-14T20:36:14.834461] [INFO ] [LOCAL     ] ODFL: Loaded 5 optimal features with 61.26% confidence from JSON config
[2026-01-14T20:36:14.834491] [DEBUG] [MAG       ] Building data for symbol: ODFL with lookback: 0
[2026-01-14T20:36:14.834809] [INFO ] [LOCAL     ] CE: Saved forecast.
[2026-01-14T20:36:14.834884] [INFO ] [main      ] CE: Signal=1 (Conf=90.0%), Magnitude=-3.19% (Conf=45.3206%)
[2026-01-14T20:36:14.835275] [INFO ] [main      ] Fetching symbol history for CTBB...
[2026-01-14T20:36:14.835327] [DEBUG] [REMOTE    ] CTBB: Fetching historical data.
[2026-01-14T20:36:14.835409] [INFO ] [main      ] Progress: 197/419 forecasts completed (47.0%). CE finished in 0.7s. ETA: 38.7s. Rate: 343.75 forecasts/min
[2026-01-14T20:36:14.835318] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-14T20:36:14.835535] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:14.837256] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:36:14.837821] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:36:14.838214] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-14T20:36:14.845160] [DEBUG] [MAG       ] FSLY: Last date is validated at 2026-01-14
[2026-01-14T20:36:14.846295] [DEBUG] [REMOTE    ] CTBB: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:14.847279] [DEBUG] [LOCAL     ] Loaded configuration for CTBB: 4 features, N/A% accuracy
[2026-01-14T20:36:14.847339] [INFO ] [LOCAL     ] CTBB: Loaded 4 optimal features with 65.02% confidence from JSON config
[2026-01-14T20:36:14.847372] [DEBUG] [MAG       ] Building data for symbol: CTBB with lookback: 0
[2026-01-14T20:36:14.848202] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-14T20:36:14.848265] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:14.853092] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-14T20:36:14.854398] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2026-01-14T20:36:14.855981] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-14T20:36:14.856360] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-14T20:36:14.857332] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:14.858390] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:14.871854] [DEBUG] [MAG       ] MCK: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:15.017533] [DEBUG] [MAG       ] FSLY: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:15.031779] [INFO ] [LOCAL     ] MCK: Saved forecast.
[2026-01-14T20:36:15.031852] [INFO ] [main      ] MCK: Signal=1 (Conf=90.0%), Magnitude=-0.33% (Conf=50.1135%)
[2026-01-14T20:36:15.032306] [INFO ] [main      ] Fetching symbol history for EVTC...
[2026-01-14T20:36:15.032382] [DEBUG] [REMOTE    ] EVTC: Fetching historical data.
[2026-01-14T20:36:15.032668] [INFO ] [main      ] Progress: 198/419 forecasts completed (47.3%). MCK finished in 0.7s. ETA: 38.6s. Rate: 343.53 forecasts/min
[2026-01-14T20:36:15.048111] [DEBUG] [REMOTE    ] EVTC: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:15.049695] [DEBUG] [LOCAL     ] Loaded configuration for EVTC: 2 features, N/A% accuracy
[2026-01-14T20:36:15.049749] [INFO ] [LOCAL     ] EVTC: Loaded 2 optimal features with 59.91% confidence from JSON config
[2026-01-14T20:36:15.049780] [DEBUG] [MAG       ] Building data for symbol: EVTC with lookback: 0
[2026-01-14T20:36:15.050591] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-14T20:36:15.050653] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:15.055687] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-14T20:36:15.056522] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:15.103793] [INFO ] [LOCAL     ] FSLY: Saved forecast.
[2026-01-14T20:36:15.103866] [INFO ] [main      ] FSLY: Signal=1 (Conf=90.0%), Magnitude=-1.06% (Conf=52.5799%)
[2026-01-14T20:36:15.104027] [INFO ] [main      ] Fetching symbol history for MSBI...
[2026-01-14T20:36:15.104073] [DEBUG] [REMOTE    ] MSBI: Fetching historical data.
[2026-01-14T20:36:15.105682] [INFO ] [main      ] Progress: 199/419 forecasts completed (47.5%). FSLY finished in 0.6s. ETA: 38.3s. Rate: 344.53 forecasts/min
[2026-01-14T20:36:15.116399] [DEBUG] [REMOTE    ] MSBI: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:15.117685] [DEBUG] [LOCAL     ] Loaded configuration for MSBI: 8 features, N/A% accuracy
[2026-01-14T20:36:15.117749] [INFO ] [LOCAL     ] MSBI: Loaded 8 optimal features with 41.70% confidence from JSON config
[2026-01-14T20:36:15.117791] [DEBUG] [MAG       ] Building data for symbol: MSBI with lookback: 0
[2026-01-14T20:36:15.118704] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-14T20:36:15.118770] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:15.124229] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:15.126282] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:36:15.126903] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:36:15.127425] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:36:15.127883] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-14T20:36:15.130816] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-14T20:36:15.132197] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-14T20:36:15.134446] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:15.202406] [DEBUG] [MAG       ] ODFL: Last date is validated at 2026-01-14
[2026-01-14T20:36:15.204335] [DEBUG] [MAG       ] CTBB: Last date is validated at 2026-01-14
[2026-01-14T20:36:15.372996] [DEBUG] [MAG       ] ODFL: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:15.379378] [DEBUG] [MAG       ] CTBB: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:15.395080] [DEBUG] [MAG       ] EVTC: Last date is validated at 2026-01-14
[2026-01-14T20:36:15.447514] [INFO ] [LOCAL     ] CTBB: Saved forecast.
[2026-01-14T20:36:15.447603] [INFO ] [main      ] CTBB: Signal=1 (Conf=90.0%), Magnitude=-0.10% (Conf=65.0245%)
[2026-01-14T20:36:15.448005] [INFO ] [main      ] Fetching symbol history for BHFAO...
[2026-01-14T20:36:15.448056] [DEBUG] [REMOTE    ] BHFAO: Fetching historical data.
[2026-01-14T20:36:15.448056] [INFO ] [main      ] Progress: 200/419 forecasts completed (47.7%). CTBB finished in 0.6s. ETA: 38.3s. Rate: 342.88 forecasts/min
[2026-01-14T20:36:15.459294] [DEBUG] [REMOTE    ] BHFAO: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:15.460311] [DEBUG] [LOCAL     ] Loaded configuration for BHFAO: 4 features, N/A% accuracy
[2026-01-14T20:36:15.460363] [INFO ] [LOCAL     ] BHFAO: Loaded 4 optimal features with 50.64% confidence from JSON config
[2026-01-14T20:36:15.460394] [DEBUG] [MAG       ] Building data for symbol: BHFAO with lookback: 0
[2026-01-14T20:36:15.461164] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-14T20:36:15.461224] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:15.466027] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-14T20:36:15.468064] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-14T20:36:15.468758] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2026-01-14T20:36:15.470128] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:15.498726] [DEBUG] [MAG       ] MSBI: Last date is validated at 2026-01-14
[2026-01-14T20:36:15.514701] [INFO ] [LOCAL     ] ODFL: Saved forecast.
[2026-01-14T20:36:15.514771] [INFO ] [main      ] ODFL: Signal=1 (Conf=90.0%), Magnitude=-0.07% (Conf=61.2614%)
[2026-01-14T20:36:15.515141] [INFO ] [main      ] Progress: 201/419 forecasts completed (48.0%). ODFL finished in 0.7s. ETA: 38.0s. Rate: 343.93 forecasts/min
[2026-01-14T20:36:15.515270] [INFO ] [main      ] Fetching symbol history for TSL...
[2026-01-14T20:36:15.515312] [DEBUG] [REMOTE    ] TSL: Fetching historical data.
[2026-01-14T20:36:15.527493] [DEBUG] [REMOTE    ] TSL: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:15.528560] [DEBUG] [LOCAL     ] Loaded configuration for TSL: 3 features, N/A% accuracy
[2026-01-14T20:36:15.528637] [INFO ] [LOCAL     ] TSL: Loaded 3 optimal features with 61.41% confidence from JSON config
[2026-01-14T20:36:15.528669] [DEBUG] [MAG       ] Building data for symbol: TSL with lookback: 0
[2026-01-14T20:36:15.529474] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-14T20:36:15.529534] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-14T20:36:15.565762] [DEBUG] [MAG       ] EVTC: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:15.640170] [INFO ] [LOCAL     ] EVTC: Saved forecast.
[2026-01-14T20:36:15.640239] [INFO ] [main      ] EVTC: Signal=1 (Conf=90.0%), Magnitude=3.87% (Conf=59.9078%)
[2026-01-14T20:36:15.640644] [INFO ] [main      ] Fetching symbol history for DIOD...
[2026-01-14T20:36:15.640696] [DEBUG] [REMOTE    ] DIOD: Fetching historical data.
[2026-01-14T20:36:15.641638] [INFO ] [main      ] Progress: 202/419 forecasts completed (48.2%). EVTC finished in 0.6s. ETA: 37.8s. Rate: 344.40 forecasts/min
[2026-01-14T20:36:15.641482] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-14T20:36:15.643766] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-14T20:36:15.644523] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:15.651382] [DEBUG] [REMOTE    ] DIOD: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:15.652280] [DEBUG] [LOCAL     ] Loaded configuration for DIOD: 3 features, N/A% accuracy
[2026-01-14T20:36:15.652340] [INFO ] [LOCAL     ] DIOD: Loaded 3 optimal features with 52.89% confidence from JSON config
[2026-01-14T20:36:15.652371] [DEBUG] [MAG       ] Building data for symbol: DIOD with lookback: 0
[2026-01-14T20:36:15.653153] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-14T20:36:15.653213] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:15.658185] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:15.659979] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:36:15.660511] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:15.676700] [DEBUG] [MAG       ] MSBI: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:15.764775] [INFO ] [LOCAL     ] MSBI: Saved forecast.
[2026-01-14T20:36:15.764847] [INFO ] [main      ] MSBI: Signal=1 (Conf=90.0%), Magnitude=2.33% (Conf=41.7043%)
[2026-01-14T20:36:15.765008] [INFO ] [main      ] Fetching symbol history for SVC...
[2026-01-14T20:36:15.765051] [DEBUG] [REMOTE    ] SVC: Fetching historical data.
[2026-01-14T20:36:15.766684] [INFO ] [main      ] Progress: 203/419 forecasts completed (48.4%). MSBI finished in 0.7s. ETA: 37.6s. Rate: 344.88 forecasts/min
[2026-01-14T20:36:15.776672] [DEBUG] [REMOTE    ] SVC: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:15.777676] [DEBUG] [LOCAL     ] Loaded configuration for SVC: 3 features, N/A% accuracy
[2026-01-14T20:36:15.777729] [INFO ] [LOCAL     ] SVC: Loaded 3 optimal features with 63.33% confidence from JSON config
[2026-01-14T20:36:15.777760] [DEBUG] [MAG       ] Building data for symbol: SVC with lookback: 0
[2026-01-14T20:36:15.778525] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-14T20:36:15.778603] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:15.783765] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-14T20:36:15.810856] [DEBUG] [MAG       ] BHFAO: Last date is validated at 2026-01-14
[2026-01-14T20:36:15.905891] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2026-01-14T20:36:15.911787] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:15.982281] [DEBUG] [MAG       ] BHFAO: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:15.995392] [DEBUG] [MAG       ] TSL: Last date is validated at 2026-01-14
[2026-01-14T20:36:16.003207] [DEBUG] [MAG       ] DIOD: Last date is validated at 2026-01-14
[2026-01-14T20:36:16.054492] [INFO ] [LOCAL     ] BHFAO: Saved forecast.
[2026-01-14T20:36:16.054562] [INFO ] [main      ] BHFAO: Signal=1 (Conf=90.0%), Magnitude=1.03% (Conf=50.639%)
[2026-01-14T20:36:16.054924] [INFO ] [main      ] Fetching symbol history for BLE...
[2026-01-14T20:36:16.054975] [DEBUG] [REMOTE    ] BLE: Fetching historical data.
[2026-01-14T20:36:16.055671] [INFO ] [main      ] Progress: 204/419 forecasts completed (48.7%). BHFAO finished in 0.6s. ETA: 37.5s. Rate: 343.77 forecasts/min
[2026-01-14T20:36:16.067554] [DEBUG] [REMOTE    ] BLE: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:16.069212] [DEBUG] [LOCAL     ] Loaded configuration for BLE: 5 features, N/A% accuracy
[2026-01-14T20:36:16.069274] [INFO ] [LOCAL     ] BLE: Loaded 5 optimal features with 50.70% confidence from JSON config
[2026-01-14T20:36:16.069307] [DEBUG] [MAG       ] Building data for symbol: BLE with lookback: 0
[2026-01-14T20:36:16.070333] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-14T20:36:16.070396] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:16.072368] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:36:16.072925] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-14T20:36:16.075963] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2026-01-14T20:36:16.078220] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-14T20:36:16.097836] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:16.170032] [DEBUG] [MAG       ] TSL: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:16.174127] [DEBUG] [MAG       ] DIOD: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:16.242489] [INFO ] [LOCAL     ] TSL: Saved forecast.
[2026-01-14T20:36:16.242557] [INFO ] [main      ] TSL: Signal=1 (Conf=90.0%), Magnitude=1.51% (Conf=61.4139%)
[2026-01-14T20:36:16.242940] [INFO ] [main      ] Progress: 205/419 forecasts completed (48.9%). TSL finished in 0.7s. ETA: 37.4s. Rate: 343.65 forecasts/min
[2026-01-14T20:36:16.243077] [INFO ] [main      ] Fetching symbol history for ERNA...
[2026-01-14T20:36:16.243120] [DEBUG] [REMOTE    ] ERNA: Fetching historical data.
[2026-01-14T20:36:16.250458] [DEBUG] [MAG       ] SVC: Last date is validated at 2026-01-14
[2026-01-14T20:36:16.253969] [DEBUG] [REMOTE    ] ERNA: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:16.254939] [DEBUG] [LOCAL     ] Loaded configuration for ERNA: 2 features, N/A% accuracy
[2026-01-14T20:36:16.254994] [INFO ] [LOCAL     ] ERNA: Loaded 2 optimal features with 45.33% confidence from JSON config
[2026-01-14T20:36:16.255026] [DEBUG] [MAG       ] Building data for symbol: ERNA with lookback: 0
[2026-01-14T20:36:16.255866] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-14T20:36:16.255925] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-14T20:36:16.258362] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-14T20:36:16.260896] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:16.268404] [INFO ] [LOCAL     ] DIOD: Saved forecast.
[2026-01-14T20:36:16.268476] [INFO ] [main      ] DIOD: Signal=1 (Conf=90.0%), Magnitude=-2.26% (Conf=52.8901%)
[2026-01-14T20:36:16.268877] [INFO ] [main      ] Progress: 206/419 forecasts completed (49.2%). DIOD finished in 0.6s. ETA: 37.0s. Rate: 345.07 forecasts/min
[2026-01-14T20:36:16.269064] [INFO ] [main      ] Fetching symbol history for VTYX...
[2026-01-14T20:36:16.269112] [DEBUG] [REMOTE    ] VTYX: Fetching historical data.
[2026-01-14T20:36:16.280014] [DEBUG] [REMOTE    ] VTYX: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:16.281080] [DEBUG] [LOCAL     ] Loaded configuration for VTYX: 6 features, N/A% accuracy
[2026-01-14T20:36:16.281134] [INFO ] [LOCAL     ] VTYX: Loaded 6 optimal features with 50.84% confidence from JSON config
[2026-01-14T20:36:16.281169] [DEBUG] [MAG       ] Building data for symbol: VTYX with lookback: 0
[2026-01-14T20:36:16.282171] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-14T20:36:16.282235] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:16.287961] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-14T20:36:16.288966] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-14T20:36:16.290662] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2026-01-14T20:36:16.291811] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2026-01-14T20:36:16.293195] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2026-01-14T20:36:16.299667] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:16.419426] [DEBUG] [MAG       ] SVC: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:16.437290] [DEBUG] [MAG       ] BLE: Last date is validated at 2026-01-14
[2026-01-14T20:36:16.476253] [INFO ] [LOCAL     ] SVC: Saved forecast.
[2026-01-14T20:36:16.476326] [INFO ] [main      ] SVC: Signal=1 (Conf=90.0%), Magnitude=-6.31% (Conf=63.3303%)
[2026-01-14T20:36:16.476484] [INFO ] [main      ] Fetching symbol history for EBC...
[2026-01-14T20:36:16.476526] [DEBUG] [REMOTE    ] EBC: Fetching historical data.
[2026-01-14T20:36:16.476896] [INFO ] [main      ] Progress: 207/419 forecasts completed (49.4%). SVC finished in 0.7s. ETA: 36.9s. Rate: 344.74 forecasts/min
[2026-01-14T20:36:16.488752] [DEBUG] [REMOTE    ] EBC: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:16.489994] [DEBUG] [LOCAL     ] Loaded configuration for EBC: 5 features, N/A% accuracy
[2026-01-14T20:36:16.490045] [INFO ] [LOCAL     ] EBC: Loaded 5 optimal features with 66.01% confidence from JSON config
[2026-01-14T20:36:16.490076] [DEBUG] [MAG       ] Building data for symbol: EBC with lookback: 0
[2026-01-14T20:36:16.490861] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-14T20:36:16.491255] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-14T20:36:16.492135] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-14T20:36:16.601527] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-14T20:36:16.602736] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-14T20:36:16.607083] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-14T20:36:16.609339] [DEBUG] [MAG       ] BLE: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:16.609986] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:16.613818] [DEBUG] [MAG       ] ERNA: Last date is validated at 2026-01-14
[2026-01-14T20:36:16.641057] [DEBUG] [MAG       ] VTYX: Last date is validated at 2026-01-14
[2026-01-14T20:36:16.669006] [INFO ] [LOCAL     ] BLE: Saved forecast.
[2026-01-14T20:36:16.669085] [INFO ] [main      ] BLE: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=50.6972%)
[2026-01-14T20:36:16.669254] [INFO ] [main      ] Fetching symbol history for CSQ...
[2026-01-14T20:36:16.669303] [DEBUG] [REMOTE    ] CSQ: Fetching historical data.
[2026-01-14T20:36:16.669895] [INFO ] [main      ] Progress: 208/419 forecasts completed (49.6%). BLE finished in 0.6s. ETA: 36.7s. Rate: 344.56 forecasts/min
[2026-01-14T20:36:16.680638] [DEBUG] [REMOTE    ] CSQ: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:16.681887] [DEBUG] [LOCAL     ] Loaded configuration for CSQ: 4 features, N/A% accuracy
[2026-01-14T20:36:16.681970] [INFO ] [LOCAL     ] CSQ: Loaded 4 optimal features with 46.27% confidence from JSON config
[2026-01-14T20:36:16.682025] [DEBUG] [MAG       ] Building data for symbol: CSQ with lookback: 0
[2026-01-14T20:36:16.682901] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-14T20:36:16.682988] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:16.685226] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:36:16.685931] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-14T20:36:16.686872] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-14T20:36:16.688285] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:16.789632] [DEBUG] [MAG       ] ERNA: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:16.815542] [DEBUG] [MAG       ] VTYX: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:16.870250] [INFO ] [LOCAL     ] ERNA: Saved forecast.
[2026-01-14T20:36:16.870330] [INFO ] [main      ] ERNA: Signal=1 (Conf=90.0%), Magnitude=-21.56% (Conf=45.3251%)
[2026-01-14T20:36:16.870732] [INFO ] [main      ] Fetching symbol history for PEN...
[2026-01-14T20:36:16.870785] [DEBUG] [REMOTE    ] PEN: Fetching historical data.
[2026-01-14T20:36:16.870772] [INFO ] [main      ] Progress: 209/419 forecasts completed (49.9%). ERNA finished in 0.6s. ETA: 36.6s. Rate: 344.31 forecasts/min
[2026-01-14T20:36:16.881897] [DEBUG] [REMOTE    ] PEN: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:16.882791] [DEBUG] [LOCAL     ] Loaded configuration for PEN: 5 features, N/A% accuracy
[2026-01-14T20:36:16.882853] [INFO ] [LOCAL     ] PEN: Loaded 5 optimal features with 60.63% confidence from JSON config
[2026-01-14T20:36:16.882897] [DEBUG] [MAG       ] Building data for symbol: PEN with lookback: 0
[2026-01-14T20:36:16.883757] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-14T20:36:16.883820] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:16.888889] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-14T20:36:16.891472] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-14T20:36:16.892332] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-14T20:36:16.893404] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2026-01-14T20:36:16.895035] [INFO ] [LOCAL     ] VTYX: Saved forecast.
[2026-01-14T20:36:16.895109] [INFO ] [main      ] VTYX: Signal=1 (Conf=90.0%), Magnitude=0.04% (Conf=50.8446%)
[2026-01-14T20:36:16.895496] [INFO ] [main      ] Progress: 210/419 forecasts completed (50.1%). VTYX finished in 0.6s. ETA: 36.3s. Rate: 345.72 forecasts/min
[2026-01-14T20:36:16.895724] [INFO ] [main      ] Fetching symbol history for BFS...
[2026-01-14T20:36:16.895770] [DEBUG] [REMOTE    ] BFS: Fetching historical data.
[2026-01-14T20:36:16.896281] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:16.906211] [DEBUG] [REMOTE    ] BFS: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:16.907232] [DEBUG] [LOCAL     ] Loaded configuration for BFS: 3 features, N/A% accuracy
[2026-01-14T20:36:16.907283] [INFO ] [LOCAL     ] BFS: Loaded 3 optimal features with 62.67% confidence from JSON config
[2026-01-14T20:36:16.907315] [DEBUG] [MAG       ] Building data for symbol: BFS with lookback: 0
[2026-01-14T20:36:16.908122] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-14T20:36:16.908182] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:16.912951] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-14T20:36:16.914229] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-14T20:36:16.914882] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:16.952028] [DEBUG] [MAG       ] EBC: Last date is validated at 2026-01-14
[2026-01-14T20:36:17.028037] [DEBUG] [MAG       ] CSQ: Last date is validated at 2026-01-14
[2026-01-14T20:36:17.119622] [DEBUG] [MAG       ] EBC: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:17.188672] [INFO ] [LOCAL     ] EBC: Saved forecast.
[2026-01-14T20:36:17.188742] [INFO ] [main      ] EBC: Signal=1 (Conf=90.0%), Magnitude=-0.17% (Conf=66.006%)
[2026-01-14T20:36:17.188900] [INFO ] [main      ] Fetching symbol history for BEP...
[2026-01-14T20:36:17.188944] [DEBUG] [REMOTE    ] BEP: Fetching historical data.
[2026-01-14T20:36:17.190018] [INFO ] [main      ] Progress: 211/419 forecasts completed (50.4%). EBC finished in 0.7s. ETA: 36.2s. Rate: 344.59 forecasts/min
[2026-01-14T20:36:17.196873] [DEBUG] [MAG       ] CSQ: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:17.200444] [DEBUG] [REMOTE    ] BEP: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:17.201558] [DEBUG] [LOCAL     ] Loaded configuration for BEP: 5 features, N/A% accuracy
[2026-01-14T20:36:17.201629] [INFO ] [LOCAL     ] BEP: Loaded 5 optimal features with 43.13% confidence from JSON config
[2026-01-14T20:36:17.201660] [DEBUG] [MAG       ] Building data for symbol: BEP with lookback: 0
[2026-01-14T20:36:17.202417] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-14T20:36:17.202477] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:17.204152] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:36:17.204697] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:36:17.205094] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-14T20:36:17.205853] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-14T20:36:17.207614] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:17.244168] [DEBUG] [MAG       ] PEN: Last date is validated at 2026-01-14
[2026-01-14T20:36:17.259937] [INFO ] [LOCAL     ] CSQ: Saved forecast.
[2026-01-14T20:36:17.260012] [INFO ] [main      ] CSQ: Signal=1 (Conf=90.0%), Magnitude=-1.12% (Conf=46.2726%)
[2026-01-14T20:36:17.260369] [INFO ] [main      ] Fetching symbol history for PTGX...
[2026-01-14T20:36:17.260421] [DEBUG] [REMOTE    ] PTGX: Fetching historical data.
[2026-01-14T20:36:17.260677] [INFO ] [main      ] Progress: 212/419 forecasts completed (50.6%). CSQ finished in 0.6s. ETA: 35.9s. Rate: 345.55 forecasts/min
[2026-01-14T20:36:17.269027] [DEBUG] [MAG       ] BFS: Last date is validated at 2026-01-14
[2026-01-14T20:36:17.271371] [DEBUG] [REMOTE    ] PTGX: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:17.272309] [DEBUG] [LOCAL     ] Loaded configuration for PTGX: 4 features, N/A% accuracy
[2026-01-14T20:36:17.272370] [INFO ] [LOCAL     ] PTGX: Loaded 4 optimal features with 56.85% confidence from JSON config
[2026-01-14T20:36:17.272404] [DEBUG] [MAG       ] Building data for symbol: PTGX with lookback: 0
[2026-01-14T20:36:17.273206] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-14T20:36:17.273268] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:17.278196] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:17.280013] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:36:17.280525] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:36:17.280955] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:17.417711] [DEBUG] [MAG       ] PEN: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:17.443227] [DEBUG] [MAG       ] BFS: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:17.521769] [INFO ] [LOCAL     ] BFS: Saved forecast.
[2026-01-14T20:36:17.521843] [INFO ] [main      ] BFS: Signal=1 (Conf=90.0%), Magnitude=0.96% (Conf=62.6656%)
[2026-01-14T20:36:17.522228] [INFO ] [main      ] Progress: 213/419 forecasts completed (50.8%). BFS finished in 0.6s. ETA: 35.9s. Rate: 344.73 forecasts/min
[2026-01-14T20:36:17.522415] [INFO ] [main      ] Fetching symbol history for NEM...
[2026-01-14T20:36:17.522463] [DEBUG] [REMOTE    ] NEM: Fetching historical data.
[2026-01-14T20:36:17.534839] [DEBUG] [REMOTE    ] NEM: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:17.536672] [DEBUG] [LOCAL     ] Loaded configuration for NEM: 8 features, N/A% accuracy
[2026-01-14T20:36:17.536737] [INFO ] [LOCAL     ] NEM: Loaded 8 optimal features with 60.77% confidence from JSON config
[2026-01-14T20:36:17.536784] [DEBUG] [MAG       ] Building data for symbol: NEM with lookback: 0
[2026-01-14T20:36:17.537776] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-14T20:36:17.537842] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:17.539715] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:36:17.540248] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:36:17.540726] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-14T20:36:17.541490] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-14T20:36:17.542209] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-14T20:36:17.544145] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2026-01-14T20:36:17.545678] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2026-01-14T20:36:17.546921] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:17.558033] [DEBUG] [MAG       ] BEP: Last date is validated at 2026-01-14
[2026-01-14T20:36:17.566237] [INFO ] [LOCAL     ] PEN: Saved forecast.
[2026-01-14T20:36:17.566315] [INFO ] [main      ] PEN: Signal=1 (Conf=90.0%), Magnitude=-0.09% (Conf=60.6254%)
[2026-01-14T20:36:17.566803] [INFO ] [main      ] Fetching symbol history for PEB...
[2026-01-14T20:36:17.566858] [DEBUG] [REMOTE    ] PEB: Fetching historical data.
[2026-01-14T20:36:17.567703] [INFO ] [main      ] Progress: 214/419 forecasts completed (51.1%). PEN finished in 0.7s. ETA: 35.6s. Rate: 345.93 forecasts/min
[2026-01-14T20:36:17.578349] [DEBUG] [REMOTE    ] PEB: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:17.580631] [DEBUG] [LOCAL     ] Loaded configuration for PEB: 5 features, N/A% accuracy
[2026-01-14T20:36:17.580701] [INFO ] [LOCAL     ] PEB: Loaded 5 optimal features with 47.69% confidence from JSON config
[2026-01-14T20:36:17.580734] [DEBUG] [MAG       ] Building data for symbol: PEB with lookback: 0
[2026-01-14T20:36:17.581624] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-14T20:36:17.581690] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-14T20:36:17.582610] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-14T20:36:17.584562] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-14T20:36:17.587416] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-14T20:36:17.589592] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-14T20:36:17.590391] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:17.631337] [DEBUG] [MAG       ] PTGX: Last date is validated at 2026-01-14
[2026-01-14T20:36:17.728295] [DEBUG] [MAG       ] BEP: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:17.798646] [INFO ] [LOCAL     ] BEP: Saved forecast.
[2026-01-14T20:36:17.798717] [INFO ] [main      ] BEP: Signal=1 (Conf=90.0%), Magnitude=4.10% (Conf=43.1255%)
[2026-01-14T20:36:17.798873] [INFO ] [main      ] Fetching symbol history for BLK...
[2026-01-14T20:36:17.798916] [DEBUG] [REMOTE    ] BLK: Fetching historical data.
[2026-01-14T20:36:17.800197] [DEBUG] [MAG       ] PTGX: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:17.801245] [INFO ] [main      ] Progress: 215/419 forecasts completed (51.3%). BEP finished in 0.6s. ETA: 35.4s. Rate: 345.37 forecasts/min
[2026-01-14T20:36:17.810820] [DEBUG] [REMOTE    ] BLK: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:17.811863] [DEBUG] [LOCAL     ] Loaded configuration for BLK: 1 features, N/A% accuracy
[2026-01-14T20:36:17.811919] [INFO ] [LOCAL     ] BLK: Loaded 1 optimal features with 57.98% confidence from JSON config
[2026-01-14T20:36:17.811951] [DEBUG] [MAG       ] Building data for symbol: BLK with lookback: 0
[2026-01-14T20:36:17.812752] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-14T20:36:17.812809] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:17.817624] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:17.908294] [DEBUG] [MAG       ] NEM: Last date is validated at 2026-01-14
[2026-01-14T20:36:17.912622] [INFO ] [LOCAL     ] PTGX: Saved forecast.
[2026-01-14T20:36:17.912697] [INFO ] [main      ] PTGX: Signal=1 (Conf=90.0%), Magnitude=0.11% (Conf=56.8534%)
[2026-01-14T20:36:17.913048] [INFO ] [main      ] Fetching symbol history for WTBA...
[2026-01-14T20:36:17.913099] [DEBUG] [REMOTE    ] WTBA: Fetching historical data.
[2026-01-14T20:36:17.913668] [INFO ] [main      ] Progress: 216/419 forecasts completed (51.6%). PTGX finished in 0.7s. ETA: 35.2s. Rate: 345.94 forecasts/min
[2026-01-14T20:36:17.924000] [DEBUG] [REMOTE    ] WTBA: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:17.925124] [DEBUG] [LOCAL     ] Loaded configuration for WTBA: 9 features, N/A% accuracy
[2026-01-14T20:36:17.925178] [INFO ] [LOCAL     ] WTBA: Loaded 9 optimal features with 64.38% confidence from JSON config
[2026-01-14T20:36:17.925211] [DEBUG] [MAG       ] Building data for symbol: WTBA with lookback: 0
[2026-01-14T20:36:17.926031] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-14T20:36:17.926097] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:17.927868] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:36:17.928414] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:36:17.928853] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-14T20:36:17.929943] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-14T20:36:17.932903] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-14T20:36:17.934011] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-14T20:36:17.938096] [DEBUG] [MAG       ] PEB: Last date is validated at 2026-01-14
[2026-01-14T20:36:17.938521] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2026-01-14T20:36:17.940025] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2026-01-14T20:36:17.942831] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:18.078018] [DEBUG] [MAG       ] NEM: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:18.112251] [DEBUG] [MAG       ] PEB: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:18.164274] [DEBUG] [MAG       ] BLK: Last date is validated at 2026-01-14
[2026-01-14T20:36:18.188262] [INFO ] [LOCAL     ] PEB: Saved forecast.
[2026-01-14T20:36:18.188338] [INFO ] [main      ] PEB: Signal=1 (Conf=90.0%), Magnitude=-0.04% (Conf=47.6917%)
[2026-01-14T20:36:18.188913] [INFO ] [main      ] Fetching symbol history for MBIN...
[2026-01-14T20:36:18.188967] [DEBUG] [REMOTE    ] MBIN: Fetching historical data.
[2026-01-14T20:36:18.190664] [INFO ] [main      ] Progress: 217/419 forecasts completed (51.8%). PEB finished in 0.6s. ETA: 35.1s. Rate: 344.99 forecasts/min
[2026-01-14T20:36:18.195650] [INFO ] [LOCAL     ] NEM: Saved forecast.
[2026-01-14T20:36:18.195730] [INFO ] [main      ] NEM: Signal=1 (Conf=90.0%), Magnitude=-2.64% (Conf=60.7726%)
[2026-01-14T20:36:18.196233] [INFO ] [main      ] Fetching symbol history for SITM...
[2026-01-14T20:36:18.196288] [DEBUG] [REMOTE    ] SITM: Fetching historical data.
[2026-01-14T20:36:18.196766] [INFO ] [main      ] Progress: 218/419 forecasts completed (52.0%). NEM finished in 0.7s. ETA: 34.8s. Rate: 346.52 forecasts/min
[2026-01-14T20:36:18.202088] [DEBUG] [REMOTE    ] MBIN: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:18.203164] [DEBUG] [LOCAL     ] Loaded configuration for MBIN: 2 features, N/A% accuracy
[2026-01-14T20:36:18.203221] [INFO ] [LOCAL     ] MBIN: Loaded 2 optimal features with 55.12% confidence from JSON config
[2026-01-14T20:36:18.203254] [DEBUG] [MAG       ] Building data for symbol: MBIN with lookback: 0
[2026-01-14T20:36:18.204365] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-14T20:36:18.204431] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-14T20:36:18.205418] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-14T20:36:18.208653] [DEBUG] [REMOTE    ] SITM: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:18.209812] [DEBUG] [LOCAL     ] Loaded configuration for SITM: 4 features, N/A% accuracy
[2026-01-14T20:36:18.209865] [INFO ] [LOCAL     ] SITM: Loaded 4 optimal features with 50.76% confidence from JSON config
[2026-01-14T20:36:18.209898] [DEBUG] [MAG       ] Building data for symbol: SITM with lookback: 0
[2026-01-14T20:36:18.210899] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-14T20:36:18.210959] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:18.212885] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:36:18.213414] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-14T20:36:18.215939] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-14T20:36:18.217863] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:18.249614] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:18.292331] [DEBUG] [MAG       ] WTBA: Last date is validated at 2026-01-14
[2026-01-14T20:36:18.337198] [DEBUG] [MAG       ] BLK: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:18.462316] [DEBUG] [MAG       ] WTBA: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:18.509854] [INFO ] [LOCAL     ] BLK: Saved forecast.
[2026-01-14T20:36:18.509938] [INFO ] [main      ] BLK: Signal=1 (Conf=90.0%), Magnitude=0.65% (Conf=57.9848%)
[2026-01-14T20:36:18.510107] [INFO ] [main      ] Fetching symbol history for ARCO...
[2026-01-14T20:36:18.510151] [DEBUG] [REMOTE    ] ARCO: Fetching historical data.
[2026-01-14T20:36:18.511027] [INFO ] [main      ] Progress: 219/419 forecasts completed (52.3%). BLK finished in 0.7s. ETA: 34.8s. Rate: 345.24 forecasts/min
[2026-01-14T20:36:18.523264] [DEBUG] [REMOTE    ] ARCO: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:18.524208] [DEBUG] [LOCAL     ] Loaded configuration for ARCO: 7 features, N/A% accuracy
[2026-01-14T20:36:18.524265] [INFO ] [LOCAL     ] ARCO: Loaded 7 optimal features with 55.72% confidence from JSON config
[2026-01-14T20:36:18.524297] [DEBUG] [MAG       ] Building data for symbol: ARCO with lookback: 0
[2026-01-14T20:36:18.525085] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-14T20:36:18.525147] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:18.530014] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-14T20:36:18.531754] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-14T20:36:18.538233] [INFO ] [LOCAL     ] WTBA: Saved forecast.
[2026-01-14T20:36:18.538305] [INFO ] [main      ] WTBA: Signal=1 (Conf=90.0%), Magnitude=-1.12% (Conf=64.3834%)
[2026-01-14T20:36:18.538723] [INFO ] [main      ] Fetching symbol history for AMPG...
[2026-01-14T20:36:18.538776] [DEBUG] [REMOTE    ] AMPG: Fetching historical data.
[2026-01-14T20:36:18.539660] [INFO ] [main      ] Progress: 220/419 forecasts completed (52.5%). WTBA finished in 0.6s. ETA: 34.5s. Rate: 346.55 forecasts/min
[2026-01-14T20:36:18.550021] [DEBUG] [REMOTE    ] AMPG: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:18.551375] [DEBUG] [LOCAL     ] Loaded configuration for AMPG: 1 features, N/A% accuracy
[2026-01-14T20:36:18.551432] [INFO ] [LOCAL     ] AMPG: Loaded 1 optimal features with 47.95% confidence from JSON config
[2026-01-14T20:36:18.551465] [DEBUG] [MAG       ] Building data for symbol: AMPG with lookback: 0
[2026-01-14T20:36:18.552330] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-14T20:36:18.552396] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-14T20:36:18.553472] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:18.571525] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-14T20:36:18.572861] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-14T20:36:18.575551] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-14T20:36:18.577534] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-14T20:36:18.578930] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:18.590054] [DEBUG] [MAG       ] SITM: Last date is validated at 2026-01-14
[2026-01-14T20:36:18.596357] [DEBUG] [MAG       ] MBIN: Last date is validated at 2026-01-14
[2026-01-14T20:36:18.765687] [DEBUG] [MAG       ] SITM: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:18.768276] [DEBUG] [MAG       ] MBIN: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:18.847808] [INFO ] [LOCAL     ] MBIN: Saved forecast.
[2026-01-14T20:36:18.847895] [INFO ] [main      ] MBIN: Signal=1 (Conf=90.0%), Magnitude=2.04% (Conf=55.1157%)
[2026-01-14T20:36:18.848347] [INFO ] [main      ] Fetching symbol history for MCBS...
[2026-01-14T20:36:18.848399] [DEBUG] [REMOTE    ] MCBS: Fetching historical data.
[2026-01-14T20:36:18.848668] [INFO ] [main      ] Progress: 221/419 forecasts completed (52.7%). MBIN finished in 0.7s. ETA: 34.4s. Rate: 345.33 forecasts/min
[2026-01-14T20:36:18.859681] [DEBUG] [REMOTE    ] MCBS: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:18.860733] [DEBUG] [LOCAL     ] Loaded configuration for MCBS: 3 features, N/A% accuracy
[2026-01-14T20:36:18.860799] [INFO ] [LOCAL     ] MCBS: Loaded 3 optimal features with 57.52% confidence from JSON config
[2026-01-14T20:36:18.860830] [DEBUG] [MAG       ] Building data for symbol: MCBS with lookback: 0
[2026-01-14T20:36:18.861728] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-14T20:36:18.861789] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:18.866717] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-14T20:36:18.904224] [DEBUG] [MAG       ] AMPG: Last date is validated at 2026-01-14
[2026-01-14T20:36:18.913679] [INFO ] [LOCAL     ] SITM: Saved forecast.
[2026-01-14T20:36:18.913751] [INFO ] [main      ] SITM: Signal=1 (Conf=90.0%), Magnitude=-4.96% (Conf=50.7586%)
[2026-01-14T20:36:18.914126] [INFO ] [main      ] Fetching symbol history for COTY...
[2026-01-14T20:36:18.914180] [DEBUG] [REMOTE    ] COTY: Fetching historical data.
[2026-01-14T20:36:18.914669] [INFO ] [main      ] Progress: 222/419 forecasts completed (53.0%). SITM finished in 0.7s. ETA: 34.1s. Rate: 346.29 forecasts/min
[2026-01-14T20:36:18.924165] [DEBUG] [MAG       ] ARCO: Last date is validated at 2026-01-14
[2026-01-14T20:36:18.926073] [DEBUG] [REMOTE    ] COTY: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:18.927201] [DEBUG] [LOCAL     ] Loaded configuration for COTY: 6 features, N/A% accuracy
[2026-01-14T20:36:18.927265] [INFO ] [LOCAL     ] COTY: Loaded 6 optimal features with 59.94% confidence from JSON config
[2026-01-14T20:36:18.927314] [DEBUG] [MAG       ] Building data for symbol: COTY with lookback: 0
[2026-01-14T20:36:18.928320] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-14T20:36:18.928386] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:18.930319] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:36:18.930910] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:36:18.931402] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:36:18.931832] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-14T20:36:18.932868] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-14T20:36:18.935476] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:18.979283] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-14T20:36:18.980346] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:19.075770] [DEBUG] [MAG       ] AMPG: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:19.093139] [DEBUG] [MAG       ] ARCO: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:19.140463] [INFO ] [LOCAL     ] AMPG: Saved forecast.
[2026-01-14T20:36:19.140534] [INFO ] [main      ] AMPG: Signal=1 (Conf=90.0%), Magnitude=-0.88% (Conf=47.9484%)
[2026-01-14T20:36:19.140927] [INFO ] [main      ] Fetching symbol history for CF...
[2026-01-14T20:36:19.140983] [DEBUG] [REMOTE    ] CF: Fetching historical data.
[2026-01-14T20:36:19.140962] [INFO ] [main      ] Progress: 223/419 forecasts completed (53.2%). AMPG finished in 0.6s. ETA: 34.0s. Rate: 345.82 forecasts/min
[2026-01-14T20:36:19.151803] [DEBUG] [REMOTE    ] CF: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:19.152826] [DEBUG] [LOCAL     ] Loaded configuration for CF: 4 features, N/A% accuracy
[2026-01-14T20:36:19.152893] [INFO ] [LOCAL     ] CF: Loaded 4 optimal features with 59.27% confidence from JSON config
[2026-01-14T20:36:19.152927] [DEBUG] [MAG       ] Building data for symbol: CF with lookback: 0
[2026-01-14T20:36:19.153711] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-14T20:36:19.153771] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:19.155422] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:36:19.155949] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:36:19.156332] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-14T20:36:19.162678] [INFO ] [LOCAL     ] ARCO: Saved forecast.
[2026-01-14T20:36:19.162751] [INFO ] [main      ] ARCO: Signal=1 (Conf=90.0%), Magnitude=0.04% (Conf=55.7169%)
[2026-01-14T20:36:19.162912] [INFO ] [main      ] Fetching symbol history for HTD...
[2026-01-14T20:36:19.162954] [DEBUG] [REMOTE    ] HTD: Fetching historical data.
[2026-01-14T20:36:19.164101] [INFO ] [main      ] Progress: 224/419 forecasts completed (53.5%). ARCO finished in 0.7s. ETA: 33.7s. Rate: 347.16 forecasts/min
[2026-01-14T20:36:19.174607] [DEBUG] [REMOTE    ] HTD: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:19.175863] [DEBUG] [LOCAL     ] Loaded configuration for HTD: 3 features, N/A% accuracy
[2026-01-14T20:36:19.175925] [INFO ] [LOCAL     ] HTD: Loaded 3 optimal features with 46.35% confidence from JSON config
[2026-01-14T20:36:19.175958] [DEBUG] [MAG       ] Building data for symbol: HTD with lookback: 0
[2026-01-14T20:36:19.176771] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-14T20:36:19.176831] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:19.178564] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:36:19.179110] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-14T20:36:19.180056] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:19.270904] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:19.282708] [DEBUG] [MAG       ] COTY: Last date is validated at 2026-01-14
[2026-01-14T20:36:19.324143] [DEBUG] [MAG       ] MCBS: Last date is validated at 2026-01-14
[2026-01-14T20:36:19.459459] [DEBUG] [MAG       ] COTY: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:19.495464] [DEBUG] [MAG       ] MCBS: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:19.519362] [INFO ] [LOCAL     ] COTY: Saved forecast.
[2026-01-14T20:36:19.519433] [INFO ] [main      ] COTY: Signal=1 (Conf=90.0%), Magnitude=-1.71% (Conf=59.9368%)
[2026-01-14T20:36:19.519810] [INFO ] [main      ] Fetching symbol history for PHIN...
[2026-01-14T20:36:19.519862] [DEBUG] [REMOTE    ] PHIN: Fetching historical data.
[2026-01-14T20:36:19.520673] [INFO ] [main      ] Progress: 225/419 forecasts completed (53.7%). COTY finished in 0.6s. ETA: 33.7s. Rate: 345.53 forecasts/min
[2026-01-14T20:36:19.529108] [DEBUG] [MAG       ] HTD: Last date is validated at 2026-01-14
[2026-01-14T20:36:19.530527] [DEBUG] [REMOTE    ] PHIN: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:19.531624] [DEBUG] [LOCAL     ] Loaded configuration for PHIN: 5 features, N/A% accuracy
[2026-01-14T20:36:19.531676] [INFO ] [LOCAL     ] PHIN: Loaded 5 optimal features with 72.32% confidence from JSON config
[2026-01-14T20:36:19.531708] [DEBUG] [MAG       ] Building data for symbol: PHIN with lookback: 0
[2026-01-14T20:36:19.532463] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-14T20:36:19.532523] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:19.537306] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-14T20:36:19.539772] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-14T20:36:19.540729] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-14T20:36:19.543414] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2026-01-14T20:36:19.549044] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:19.573535] [INFO ] [LOCAL     ] MCBS: Saved forecast.
[2026-01-14T20:36:19.573625] [INFO ] [main      ] MCBS: Signal=1 (Conf=90.0%), Magnitude=0.77% (Conf=57.5233%)
[2026-01-14T20:36:19.574078] [INFO ] [main      ] Fetching symbol history for DKS...
[2026-01-14T20:36:19.574132] [DEBUG] [REMOTE    ] DKS: Fetching historical data.
[2026-01-14T20:36:19.574687] [INFO ] [main      ] Progress: 226/419 forecasts completed (53.9%). MCBS finished in 0.7s. ETA: 33.4s. Rate: 346.59 forecasts/min
[2026-01-14T20:36:19.585079] [DEBUG] [REMOTE    ] DKS: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:19.586541] [DEBUG] [LOCAL     ] Loaded configuration for DKS: 4 features, N/A% accuracy
[2026-01-14T20:36:19.586617] [INFO ] [LOCAL     ] DKS: Loaded 4 optimal features with 59.49% confidence from JSON config
[2026-01-14T20:36:19.586650] [DEBUG] [MAG       ] Building data for symbol: DKS with lookback: 0
[2026-01-14T20:36:19.587448] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-14T20:36:19.587509] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-14T20:36:19.588285] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-14T20:36:19.589355] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:19.591156] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-14T20:36:19.592838] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:19.609943] [DEBUG] [MAG       ] CF: Last date is validated at 2026-01-14
[2026-01-14T20:36:19.714906] [DEBUG] [MAG       ] HTD: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:19.776283] [INFO ] [LOCAL     ] HTD: Saved forecast.
[2026-01-14T20:36:19.776356] [INFO ] [main      ] HTD: Signal=1 (Conf=90.0%), Magnitude=0.46% (Conf=46.355%)
[2026-01-14T20:36:19.776522] [INFO ] [main      ] Fetching symbol history for AUDC...
[2026-01-14T20:36:19.776565] [DEBUG] [REMOTE    ] AUDC: Fetching historical data.
[2026-01-14T20:36:19.778906] [INFO ] [main      ] Progress: 227/419 forecasts completed (54.2%). HTD finished in 0.6s. ETA: 33.3s. Rate: 346.31 forecasts/min
[2026-01-14T20:36:19.784486] [DEBUG] [MAG       ] CF: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:19.788668] [DEBUG] [REMOTE    ] AUDC: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:19.789601] [DEBUG] [LOCAL     ] Loaded configuration for AUDC: 6 features, N/A% accuracy
[2026-01-14T20:36:19.789987] [INFO ] [LOCAL     ] AUDC: Loaded 6 optimal features with 55.32% confidence from JSON config
[2026-01-14T20:36:19.790021] [DEBUG] [MAG       ] Building data for symbol: AUDC with lookback: 0
[2026-01-14T20:36:19.790929] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-14T20:36:19.790993] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:19.795955] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-14T20:36:19.796992] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-14T20:36:19.798985] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-14T20:36:19.879818] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-14T20:36:19.883431] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-14T20:36:19.884917] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:19.888214] [INFO ] [LOCAL     ] CF: Saved forecast.
[2026-01-14T20:36:19.888285] [INFO ] [main      ] CF: Signal=1 (Conf=90.0%), Magnitude=1.80% (Conf=59.2726%)
[2026-01-14T20:36:19.888453] [INFO ] [main      ] Fetching symbol history for KEYS...
[2026-01-14T20:36:19.888500] [DEBUG] [REMOTE    ] KEYS: Fetching historical data.
[2026-01-14T20:36:19.890835] [INFO ] [main      ] Progress: 228/419 forecasts completed (54.4%). CF finished in 0.7s. ETA: 33.0s. Rate: 346.85 forecasts/min
[2026-01-14T20:36:19.901451] [DEBUG] [REMOTE    ] KEYS: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:19.902589] [DEBUG] [LOCAL     ] Loaded configuration for KEYS: 6 features, N/A% accuracy
[2026-01-14T20:36:19.902850] [INFO ] [LOCAL     ] KEYS: Loaded 6 optimal features with 61.38% confidence from JSON config
[2026-01-14T20:36:19.902883] [DEBUG] [MAG       ] Building data for symbol: KEYS with lookback: 0
[2026-01-14T20:36:19.903735] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-14T20:36:19.903988] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:19.906086] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:36:19.906643] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-14T20:36:19.922281] [DEBUG] [MAG       ] PHIN: Last date is validated at 2026-01-14
[2026-01-14T20:36:19.957043] [DEBUG] [MAG       ] DKS: Last date is validated at 2026-01-14
[2026-01-14T20:36:19.958909] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-14T20:36:19.978318] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2026-01-14T20:36:19.980101] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-14T20:36:19.981914] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:20.097921] [DEBUG] [MAG       ] PHIN: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:20.148646] [DEBUG] [MAG       ] DKS: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:20.201375] [INFO ] [LOCAL     ] PHIN: Saved forecast.
[2026-01-14T20:36:20.201452] [INFO ] [main      ] PHIN: Signal=1 (Conf=90.0%), Magnitude=-1.59% (Conf=72.3159%)
[2026-01-14T20:36:20.201848] [INFO ] [main      ] Fetching symbol history for MRVL...
[2026-01-14T20:36:20.201901] [DEBUG] [REMOTE    ] MRVL: Fetching historical data.
[2026-01-14T20:36:20.202660] [INFO ] [main      ] Progress: 229/419 forecasts completed (54.7%). PHIN finished in 0.7s. ETA: 33.0s. Rate: 345.64 forecasts/min
[2026-01-14T20:36:20.213590] [DEBUG] [REMOTE    ] MRVL: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:20.214672] [DEBUG] [LOCAL     ] Loaded configuration for MRVL: 4 features, N/A% accuracy
[2026-01-14T20:36:20.214727] [INFO ] [LOCAL     ] MRVL: Loaded 4 optimal features with 62.31% confidence from JSON config
[2026-01-14T20:36:20.214760] [DEBUG] [MAG       ] Building data for symbol: MRVL with lookback: 0
[2026-01-14T20:36:20.215554] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-14T20:36:20.215639] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-14T20:36:20.244471] [DEBUG] [MAG       ] AUDC: Last date is validated at 2026-01-14
[2026-01-14T20:36:20.255719] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-14T20:36:20.257242] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-14T20:36:20.259263] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-14T20:36:20.262178] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:20.279227] [INFO ] [LOCAL     ] DKS: Saved forecast.
[2026-01-14T20:36:20.279299] [INFO ] [main      ] DKS: Signal=1 (Conf=90.0%), Magnitude=-0.49% (Conf=59.4912%)
[2026-01-14T20:36:20.279695] [INFO ] [main      ] Fetching symbol history for EOD...
[2026-01-14T20:36:20.279746] [DEBUG] [REMOTE    ] EOD: Fetching historical data.
[2026-01-14T20:36:20.281668] [INFO ] [main      ] Progress: 230/419 forecasts completed (54.9%). DKS finished in 0.7s. ETA: 32.7s. Rate: 346.46 forecasts/min
[2026-01-14T20:36:20.290454] [DEBUG] [REMOTE    ] EOD: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:20.291440] [DEBUG] [LOCAL     ] Loaded configuration for EOD: 11 features, N/A% accuracy
[2026-01-14T20:36:20.291508] [INFO ] [LOCAL     ] EOD: Loaded 11 optimal features with 25.30% confidence from JSON config
[2026-01-14T20:36:20.291542] [DEBUG] [MAG       ] Building data for symbol: EOD with lookback: 0
[2026-01-14T20:36:20.292377] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2026-01-14T20:36:20.292441] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:20.294151] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:36:20.294690] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:36:20.295087] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-14T20:36:20.296756] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-14T20:36:20.321028] [DEBUG] [MAG       ] KEYS: Last date is validated at 2026-01-14
[2026-01-14T20:36:20.336561] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-14T20:36:20.337928] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-14T20:36:20.339232] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-14T20:36:20.341336] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-14T20:36:20.360350] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-14T20:36:20.362066] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2026-01-14T20:36:20.363697] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:20.414999] [DEBUG] [MAG       ] AUDC: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:20.483714] [INFO ] [LOCAL     ] AUDC: Saved forecast.
[2026-01-14T20:36:20.483784] [INFO ] [main      ] AUDC: Signal=1 (Conf=90.0%), Magnitude=-2.90% (Conf=55.3167%)
[2026-01-14T20:36:20.483951] [INFO ] [main      ] Fetching symbol history for ARI...
[2026-01-14T20:36:20.483994] [DEBUG] [REMOTE    ] ARI: Fetching historical data.
[2026-01-14T20:36:20.485127] [INFO ] [main      ] Progress: 231/419 forecasts completed (55.1%). AUDC finished in 0.7s. ETA: 32.6s. Rate: 346.20 forecasts/min
[2026-01-14T20:36:20.488341] [DEBUG] [MAG       ] KEYS: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:20.496425] [DEBUG] [REMOTE    ] ARI: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:20.497397] [DEBUG] [LOCAL     ] Loaded configuration for ARI: 4 features, N/A% accuracy
[2026-01-14T20:36:20.497453] [INFO ] [LOCAL     ] ARI: Loaded 4 optimal features with 61.19% confidence from JSON config
[2026-01-14T20:36:20.497485] [DEBUG] [MAG       ] Building data for symbol: ARI with lookback: 0
[2026-01-14T20:36:20.498348] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-14T20:36:20.498410] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:20.503672] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:20.505489] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:36:20.506009] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:36:20.506408] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:20.597852] [DEBUG] [MAG       ] MRVL: Last date is validated at 2026-01-14
[2026-01-14T20:36:20.616393] [INFO ] [LOCAL     ] KEYS: Saved forecast.
[2026-01-14T20:36:20.616465] [INFO ] [main      ] KEYS: Signal=1 (Conf=90.0%), Magnitude=2.32% (Conf=61.376%)
[2026-01-14T20:36:20.616823] [INFO ] [main      ] Fetching symbol history for SMTC...
[2026-01-14T20:36:20.616874] [DEBUG] [REMOTE    ] SMTC: Fetching historical data.
[2026-01-14T20:36:20.617704] [INFO ] [main      ] Progress: 232/419 forecasts completed (55.4%). KEYS finished in 0.7s. ETA: 32.4s. Rate: 346.55 forecasts/min
[2026-01-14T20:36:20.627618] [DEBUG] [REMOTE    ] SMTC: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:20.628650] [DEBUG] [LOCAL     ] Loaded configuration for SMTC: 4 features, N/A% accuracy
[2026-01-14T20:36:20.628702] [INFO ] [LOCAL     ] SMTC: Loaded 4 optimal features with 56.72% confidence from JSON config
[2026-01-14T20:36:20.628742] [DEBUG] [MAG       ] Building data for symbol: SMTC with lookback: 0
[2026-01-14T20:36:20.629514] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-14T20:36:20.629597] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:20.634434] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:20.636236] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:36:20.636743] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:36:20.637129] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:20.718303] [DEBUG] [MAG       ] EOD: Last date is validated at 2026-01-14
[2026-01-14T20:36:20.762846] [DEBUG] [MAG       ] MRVL: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:20.846641] [DEBUG] [MAG       ] ARI: Last date is validated at 2026-01-14
[2026-01-14T20:36:20.879376] [INFO ] [LOCAL     ] MRVL: Saved forecast.
[2026-01-14T20:36:20.879458] [INFO ] [main      ] MRVL: Signal=1 (Conf=90.0%), Magnitude=-1.89% (Conf=62.3143%)
[2026-01-14T20:36:20.879652] [INFO ] [main      ] Fetching symbol history for EVSD...
[2026-01-14T20:36:20.879699] [DEBUG] [REMOTE    ] EVSD: Fetching historical data.
[2026-01-14T20:36:20.881675] [INFO ] [main      ] Progress: 233/419 forecasts completed (55.6%). MRVL finished in 0.7s. ETA: 32.3s. Rate: 345.77 forecasts/min
[2026-01-14T20:36:20.890301] [DEBUG] [REMOTE    ] EVSD: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:20.891421] [DEBUG] [LOCAL     ] Loaded configuration for EVSD: 7 features, N/A% accuracy
[2026-01-14T20:36:20.891474] [INFO ] [LOCAL     ] EVSD: Loaded 7 optimal features with 27.71% confidence from JSON config
[2026-01-14T20:36:20.891506] [DEBUG] [MAG       ] Building data for symbol: EVSD with lookback: 0
[2026-01-14T20:36:20.892331] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-14T20:36:20.895728] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-14T20:36:20.896802] [DEBUG] [MAG       ] EOD: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:20.898784] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-14T20:36:20.900727] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-14T20:36:20.948067] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-14T20:36:20.952768] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-14T20:36:20.967908] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-14T20:36:20.969693] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2026-01-14T20:36:20.971361] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:20.981321] [DEBUG] [MAG       ] SMTC: Last date is validated at 2026-01-14
[2026-01-14T20:36:21.016426] [DEBUG] [MAG       ] ARI: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:21.037848] [INFO ] [LOCAL     ] EOD: Saved forecast.
[2026-01-14T20:36:21.037917] [INFO ] [main      ] EOD: Signal=1 (Conf=90.0%), Magnitude=0.12% (Conf=25.2952%)
[2026-01-14T20:36:21.038261] [INFO ] [main      ] Fetching symbol history for ALG...
[2026-01-14T20:36:21.038313] [DEBUG] [REMOTE    ] ALG: Fetching historical data.
[2026-01-14T20:36:21.038588] [INFO ] [main      ] Progress: 234/419 forecasts completed (55.8%). EOD finished in 0.8s. ETA: 32.1s. Rate: 345.91 forecasts/min
[2026-01-14T20:36:21.049244] [DEBUG] [REMOTE    ] ALG: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:21.050141] [DEBUG] [LOCAL     ] Loaded configuration for ALG: 2 features, N/A% accuracy
[2026-01-14T20:36:21.050198] [INFO ] [LOCAL     ] ALG: Loaded 2 optimal features with 46.10% confidence from JSON config
[2026-01-14T20:36:21.050230] [DEBUG] [MAG       ] Building data for symbol: ALG with lookback: 0
[2026-01-14T20:36:21.051019] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-14T20:36:21.051087] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:21.055983] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-14T20:36:21.056952] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:21.075065] [INFO ] [LOCAL     ] ARI: Saved forecast.
[2026-01-14T20:36:21.075161] [INFO ] [main      ] ARI: Signal=1 (Conf=90.0%), Magnitude=1.09% (Conf=61.1927%)
[2026-01-14T20:36:21.075364] [INFO ] [main      ] Fetching symbol history for PKX...
[2026-01-14T20:36:21.075416] [DEBUG] [REMOTE    ] PKX: Fetching historical data.
[2026-01-14T20:36:21.076128] [INFO ] [main      ] Progress: 235/419 forecasts completed (56.1%). ARI finished in 0.6s. ETA: 31.8s. Rate: 347.07 forecasts/min
[2026-01-14T20:36:21.087780] [DEBUG] [REMOTE    ] PKX: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:21.088720] [DEBUG] [LOCAL     ] Loaded configuration for PKX: 3 features, N/A% accuracy
[2026-01-14T20:36:21.088774] [INFO ] [LOCAL     ] PKX: Loaded 3 optimal features with 48.58% confidence from JSON config
[2026-01-14T20:36:21.088805] [DEBUG] [MAG       ] Building data for symbol: PKX with lookback: 0
[2026-01-14T20:36:21.089665] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-14T20:36:21.089726] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-14T20:36:21.130518] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-14T20:36:21.132185] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2026-01-14T20:36:21.133674] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:21.148871] [DEBUG] [MAG       ] SMTC: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:21.274239] [INFO ] [LOCAL     ] SMTC: Saved forecast.
[2026-01-14T20:36:21.274308] [INFO ] [main      ] SMTC: Signal=1 (Conf=90.0%), Magnitude=-0.11% (Conf=56.7246%)
[2026-01-14T20:36:21.274703] [INFO ] [main      ] Fetching symbol history for TWG...
[2026-01-14T20:36:21.274753] [DEBUG] [REMOTE    ] TWG: Fetching historical data.
[2026-01-14T20:36:21.275682] [INFO ] [main      ] Progress: 236/419 forecasts completed (56.3%). SMTC finished in 0.7s. ETA: 31.7s. Rate: 346.84 forecasts/min
[2026-01-14T20:36:21.285880] [DEBUG] [REMOTE    ] TWG: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:21.286956] [DEBUG] [LOCAL     ] Loaded configuration for TWG: 2 features, N/A% accuracy
[2026-01-14T20:36:21.287008] [INFO ] [LOCAL     ] TWG: Loaded 2 optimal features with 18.26% confidence from JSON config
[2026-01-14T20:36:21.287039] [DEBUG] [MAG       ] Building data for symbol: TWG with lookback: 0
[2026-01-14T20:36:21.287841] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-14T20:36:21.287901] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-14T20:36:21.288628] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-14T20:36:21.314139] [DEBUG] [MAG       ] EVSD: Last date is validated at 2026-01-14
[2026-01-14T20:36:21.397980] [DEBUG] [MAG       ] ALG: Last date is validated at 2026-01-14
[2026-01-14T20:36:21.398672] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:21.475233] [DEBUG] [MAG       ] PKX: Last date is validated at 2026-01-14
[2026-01-14T20:36:21.484456] [DEBUG] [MAG       ] EVSD: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:21.570117] [DEBUG] [MAG       ] ALG: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:21.617345] [INFO ] [LOCAL     ] EVSD: Saved forecast.
[2026-01-14T20:36:21.617417] [INFO ] [main      ] EVSD: Signal=1 (Conf=90.0%), Magnitude=-0.01% (Conf=27.7051%)
[2026-01-14T20:36:21.617834] [INFO ] [main      ] Fetching symbol history for AMGN...
[2026-01-14T20:36:21.617888] [DEBUG] [REMOTE    ] AMGN: Fetching historical data.
[2026-01-14T20:36:21.618677] [INFO ] [main      ] Progress: 237/419 forecasts completed (56.6%). EVSD finished in 0.7s. ETA: 31.6s. Rate: 345.41 forecasts/min
[2026-01-14T20:36:21.628954] [DEBUG] [REMOTE    ] AMGN: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:21.629918] [DEBUG] [LOCAL     ] Loaded configuration for AMGN: 7 features, N/A% accuracy
[2026-01-14T20:36:21.629975] [INFO ] [LOCAL     ] AMGN: Loaded 7 optimal features with 52.93% confidence from JSON config
[2026-01-14T20:36:21.630006] [DEBUG] [MAG       ] Building data for symbol: AMGN with lookback: 0
[2026-01-14T20:36:21.630821] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-14T20:36:21.630883] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:21.632601] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:36:21.633117] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:36:21.633504] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-14T20:36:21.634403] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-14T20:36:21.646775] [DEBUG] [MAG       ] PKX: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:21.675621] [INFO ] [LOCAL     ] ALG: Saved forecast.
[2026-01-14T20:36:21.675693] [INFO ] [main      ] ALG: Signal=1 (Conf=90.0%), Magnitude=4.42% (Conf=46.1008%)
[2026-01-14T20:36:21.676062] [INFO ] [main      ] Fetching symbol history for DRIO...
[2026-01-14T20:36:21.676113] [DEBUG] [REMOTE    ] DRIO: Fetching historical data.
[2026-01-14T20:36:21.676097] [INFO ] [main      ] Progress: 238/419 forecasts completed (56.8%). ALG finished in 0.6s. ETA: 31.4s. Rate: 346.38 forecasts/min
[2026-01-14T20:36:21.686834] [DEBUG] [REMOTE    ] DRIO: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:21.687866] [DEBUG] [LOCAL     ] Loaded configuration for DRIO: 3 features, N/A% accuracy
[2026-01-14T20:36:21.687928] [INFO ] [LOCAL     ] DRIO: Loaded 3 optimal features with 53.25% confidence from JSON config
[2026-01-14T20:36:21.687960] [DEBUG] [MAG       ] Building data for symbol: DRIO with lookback: 0
[2026-01-14T20:36:21.688773] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-14T20:36:21.688835] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:21.693952] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-14T20:36:21.738225] [DEBUG] [MAG       ] TWG: Last date is validated at 2026-01-14
[2026-01-14T20:36:21.740827] [INFO ] [LOCAL     ] PKX: Saved forecast.
[2026-01-14T20:36:21.740903] [INFO ] [main      ] PKX: Signal=1 (Conf=90.0%), Magnitude=1.70% (Conf=48.5815%)
[2026-01-14T20:36:21.741062] [INFO ] [main      ] Fetching symbol history for HALO...
[2026-01-14T20:36:21.741105] [DEBUG] [REMOTE    ] HALO: Fetching historical data.
[2026-01-14T20:36:21.741984] [INFO ] [main      ] Progress: 239/419 forecasts completed (57.0%). PKX finished in 0.7s. ETA: 31.1s. Rate: 347.28 forecasts/min
[2026-01-14T20:36:21.750556] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-14T20:36:21.752891] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-14T20:36:21.753052] [DEBUG] [REMOTE    ] HALO: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:21.753660] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:21.754263] [DEBUG] [LOCAL     ] Loaded configuration for HALO: 2 features, N/A% accuracy
[2026-01-14T20:36:21.754321] [INFO ] [LOCAL     ] HALO: Loaded 2 optimal features with 58.17% confidence from JSON config
[2026-01-14T20:36:21.754352] [DEBUG] [MAG       ] Building data for symbol: HALO with lookback: 0
[2026-01-14T20:36:21.755305] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-14T20:36:21.755386] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-14T20:36:21.806402] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-14T20:36:21.809815] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:21.811377] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-14T20:36:21.813327] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:21.905526] [DEBUG] [MAG       ] TWG: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:21.998382] [INFO ] [LOCAL     ] TWG: Saved forecast.
[2026-01-14T20:36:21.998451] [INFO ] [main      ] TWG: Signal=1 (Conf=90.0%), Magnitude=-31.54% (Conf=18.2589%)
[2026-01-14T20:36:21.998831] [INFO ] [main      ] Fetching symbol history for TRI...
[2026-01-14T20:36:21.998882] [DEBUG] [REMOTE    ] TRI: Fetching historical data.
[2026-01-14T20:36:21.999672] [INFO ] [main      ] Progress: 240/419 forecasts completed (57.3%). TWG finished in 0.7s. ETA: 31.0s. Rate: 346.58 forecasts/min
[2026-01-14T20:36:22.010374] [DEBUG] [REMOTE    ] TRI: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:22.013140] [DEBUG] [LOCAL     ] Loaded configuration for TRI: 4 features, N/A% accuracy
[2026-01-14T20:36:22.013193] [INFO ] [LOCAL     ] TRI: Loaded 4 optimal features with 57.28% confidence from JSON config
[2026-01-14T20:36:22.013224] [DEBUG] [MAG       ] Building data for symbol: TRI with lookback: 0
[2026-01-14T20:36:22.014009] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-14T20:36:22.014070] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:22.015768] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:36:22.016275] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-14T20:36:22.017500] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-14T20:36:22.019885] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:22.112492] [DEBUG] [MAG       ] AMGN: Last date is validated at 2026-01-14
[2026-01-14T20:36:22.182057] [DEBUG] [MAG       ] DRIO: Last date is validated at 2026-01-14
[2026-01-14T20:36:22.188982] [DEBUG] [MAG       ] HALO: Last date is validated at 2026-01-14
[2026-01-14T20:36:22.288131] [DEBUG] [MAG       ] AMGN: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:22.354438] [DEBUG] [MAG       ] DRIO: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:22.363781] [DEBUG] [MAG       ] TRI: Last date is validated at 2026-01-14
[2026-01-14T20:36:22.363932] [DEBUG] [MAG       ] HALO: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:22.416721] [INFO ] [LOCAL     ] AMGN: Saved forecast.
[2026-01-14T20:36:22.416793] [INFO ] [main      ] AMGN: Signal=1 (Conf=90.0%), Magnitude=-0.99% (Conf=52.9318%)
[2026-01-14T20:36:22.417224] [INFO ] [main      ] Fetching symbol history for PRAA...
[2026-01-14T20:36:22.417287] [DEBUG] [REMOTE    ] PRAA: Fetching historical data.
[2026-01-14T20:36:22.417273] [INFO ] [main      ] Progress: 241/419 forecasts completed (57.5%). AMGN finished in 0.8s. ETA: 31.0s. Rate: 344.56 forecasts/min
[2026-01-14T20:36:22.428620] [DEBUG] [REMOTE    ] PRAA: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:22.429468] [DEBUG] [LOCAL     ] Loaded configuration for PRAA: 7 features, N/A% accuracy
[2026-01-14T20:36:22.429534] [INFO ] [LOCAL     ] PRAA: Loaded 7 optimal features with 60.88% confidence from JSON config
[2026-01-14T20:36:22.429593] [DEBUG] [MAG       ] Building data for symbol: PRAA with lookback: 0
[2026-01-14T20:36:22.430421] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-14T20:36:22.430488] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:22.432220] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:36:22.432761] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:36:22.433212] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2026-01-14T20:36:22.437209] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-14T20:36:22.438033] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-14T20:36:22.439217] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-14T20:36:22.439504] [INFO ] [LOCAL     ] DRIO: Saved forecast.
[2026-01-14T20:36:22.439592] [INFO ] [main      ] DRIO: Signal=1 (Conf=90.0%), Magnitude=4.89% (Conf=53.2489%)
[2026-01-14T20:36:22.439978] [INFO ] [main      ] Fetching symbol history for HBNC...
[2026-01-14T20:36:22.440031] [DEBUG] [REMOTE    ] HBNC: Fetching historical data.
[2026-01-14T20:36:22.439999] [INFO ] [main      ] Progress: 242/419 forecasts completed (57.8%). DRIO finished in 0.8s. ETA: 30.7s. Rate: 345.80 forecasts/min
[2026-01-14T20:36:22.441331] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:22.451250] [DEBUG] [REMOTE    ] HBNC: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:22.452362] [DEBUG] [LOCAL     ] Loaded configuration for HBNC: 6 features, N/A% accuracy
[2026-01-14T20:36:22.452424] [INFO ] [LOCAL     ] HBNC: Loaded 6 optimal features with 53.07% confidence from JSON config
[2026-01-14T20:36:22.452474] [DEBUG] [MAG       ] Building data for symbol: HBNC with lookback: 0
[2026-01-14T20:36:22.453312] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-14T20:36:22.453377] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:22.455153] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:36:22.455706] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:36:22.456111] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-14T20:36:22.457045] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-14T20:36:22.483986] [INFO ] [LOCAL     ] HALO: Saved forecast.
[2026-01-14T20:36:22.484057] [INFO ] [main      ] HALO: Signal=1 (Conf=90.0%), Magnitude=-0.06% (Conf=58.1687%)
[2026-01-14T20:36:22.484212] [INFO ] [main      ] Fetching symbol history for LKQ...
[2026-01-14T20:36:22.484255] [DEBUG] [REMOTE    ] LKQ: Fetching historical data.
[2026-01-14T20:36:22.484903] [INFO ] [main      ] Progress: 243/419 forecasts completed (58.0%). HALO finished in 0.7s. ETA: 30.4s. Rate: 346.86 forecasts/min
[2026-01-14T20:36:22.496168] [DEBUG] [REMOTE    ] LKQ: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:22.497055] [DEBUG] [LOCAL     ] Loaded configuration for LKQ: 8 features, N/A% accuracy
[2026-01-14T20:36:22.497115] [INFO ] [LOCAL     ] LKQ: Loaded 8 optimal features with 57.66% confidence from JSON config
[2026-01-14T20:36:22.497150] [DEBUG] [MAG       ] Building data for symbol: LKQ with lookback: 0
[2026-01-14T20:36:22.498050] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-14T20:36:22.498127] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:22.503470] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:22.505354] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:36:22.505938] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:36:22.506399] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:36:22.506821] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-14T20:36:22.507739] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-14T20:36:22.510225] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-14T20:36:22.534897] [DEBUG] [MAG       ] TRI: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:22.552641] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:22.577442] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-14T20:36:22.580206] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:22.660127] [INFO ] [LOCAL     ] TRI: Saved forecast.
[2026-01-14T20:36:22.660197] [INFO ] [main      ] TRI: Signal=1 (Conf=90.0%), Magnitude=-0.84% (Conf=57.2798%)
[2026-01-14T20:36:22.660547] [INFO ] [main      ] Fetching symbol history for GTY...
[2026-01-14T20:36:22.660615] [DEBUG] [REMOTE    ] GTY: Fetching historical data.
[2026-01-14T20:36:22.660667] [INFO ] [main      ] Progress: 244/419 forecasts completed (58.2%). TRI finished in 0.7s. ETA: 30.3s. Rate: 346.83 forecasts/min
[2026-01-14T20:36:22.671049] [DEBUG] [REMOTE    ] GTY: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:22.672052] [DEBUG] [LOCAL     ] Loaded configuration for GTY: 4 features, N/A% accuracy
[2026-01-14T20:36:22.672104] [INFO ] [LOCAL     ] GTY: Loaded 4 optimal features with 59.69% confidence from JSON config
[2026-01-14T20:36:22.672136] [DEBUG] [MAG       ] Building data for symbol: GTY with lookback: 0
[2026-01-14T20:36:22.672909] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-14T20:36:22.672969] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:22.677778] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:22.679527] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:36:22.680024] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:36:22.680407] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:22.793756] [DEBUG] [MAG       ] PRAA: Last date is validated at 2026-01-14
[2026-01-14T20:36:22.899389] [DEBUG] [MAG       ] LKQ: Last date is validated at 2026-01-14
[2026-01-14T20:36:22.924487] [DEBUG] [MAG       ] HBNC: Last date is validated at 2026-01-14
[2026-01-14T20:36:22.965166] [DEBUG] [MAG       ] PRAA: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:23.019092] [DEBUG] [MAG       ] GTY: Last date is validated at 2026-01-14
[2026-01-14T20:36:23.046816] [INFO ] [LOCAL     ] PRAA: Saved forecast.
[2026-01-14T20:36:23.046889] [INFO ] [main      ] PRAA: Signal=1 (Conf=90.0%), Magnitude=-2.55% (Conf=60.8799%)
[2026-01-14T20:36:23.047289] [INFO ] [main      ] Fetching symbol history for PEG...
[2026-01-14T20:36:23.047343] [DEBUG] [REMOTE    ] PEG: Fetching historical data.
[2026-01-14T20:36:23.048666] [INFO ] [main      ] Progress: 245/419 forecasts completed (58.5%). PRAA finished in 0.6s. ETA: 30.3s. Rate: 345.08 forecasts/min
[2026-01-14T20:36:23.058499] [DEBUG] [REMOTE    ] PEG: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:23.059545] [DEBUG] [LOCAL     ] Loaded configuration for PEG: 4 features, N/A% accuracy
[2026-01-14T20:36:23.059625] [INFO ] [LOCAL     ] PEG: Loaded 4 optimal features with 58.50% confidence from JSON config
[2026-01-14T20:36:23.059665] [DEBUG] [MAG       ] Building data for symbol: PEG with lookback: 0
[2026-01-14T20:36:23.060481] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-14T20:36:23.060545] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:23.065644] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-14T20:36:23.067034] [DEBUG] [MAG       ] LKQ: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:23.070324] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-14T20:36:23.071166] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-14T20:36:23.073934] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:23.099114] [DEBUG] [MAG       ] HBNC: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:23.160929] [INFO ] [LOCAL     ] LKQ: Saved forecast.
[2026-01-14T20:36:23.161013] [INFO ] [main      ] LKQ: Signal=1 (Conf=90.0%), Magnitude=-1.58% (Conf=57.6575%)
[2026-01-14T20:36:23.161186] [INFO ] [main      ] Fetching symbol history for MGA...
[2026-01-14T20:36:23.161229] [DEBUG] [REMOTE    ] MGA: Fetching historical data.
[2026-01-14T20:36:23.161942] [INFO ] [main      ] Progress: 246/419 forecasts completed (58.7%). LKQ finished in 0.7s. ETA: 30.0s. Rate: 345.57 forecasts/min
[2026-01-14T20:36:23.169844] [INFO ] [LOCAL     ] HBNC: Saved forecast.
[2026-01-14T20:36:23.169920] [INFO ] [main      ] HBNC: Signal=1 (Conf=90.0%), Magnitude=3.52% (Conf=53.0749%)
[2026-01-14T20:36:23.170313] [INFO ] [main      ] Fetching symbol history for OMEX...
[2026-01-14T20:36:23.170364] [DEBUG] [REMOTE    ] OMEX: Fetching historical data.
[2026-01-14T20:36:23.170665] [INFO ] [main      ] Progress: 247/419 forecasts completed (58.9%). HBNC finished in 0.7s. ETA: 29.7s. Rate: 346.91 forecasts/min
[2026-01-14T20:36:23.173549] [DEBUG] [REMOTE    ] MGA: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:23.174398] [DEBUG] [LOCAL     ] Loaded configuration for MGA: 4 features, N/A% accuracy
[2026-01-14T20:36:23.174447] [INFO ] [LOCAL     ] MGA: Loaded 4 optimal features with 64.55% confidence from JSON config
[2026-01-14T20:36:23.174478] [DEBUG] [MAG       ] Building data for symbol: MGA with lookback: 0
[2026-01-14T20:36:23.175253] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-14T20:36:23.175314] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-14T20:36:23.181654] [DEBUG] [REMOTE    ] OMEX: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:23.182453] [DEBUG] [LOCAL     ] Loaded configuration for OMEX: 2 features, N/A% accuracy
[2026-01-14T20:36:23.182509] [INFO ] [LOCAL     ] OMEX: Loaded 2 optimal features with 52.79% confidence from JSON config
[2026-01-14T20:36:23.182540] [DEBUG] [MAG       ] Building data for symbol: OMEX with lookback: 0
[2026-01-14T20:36:23.183314] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-14T20:36:23.183375] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-14T20:36:23.184601] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-14T20:36:23.187799] [DEBUG] [MAG       ] GTY: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:23.223662] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-14T20:36:23.226758] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2026-01-14T20:36:23.228189] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2026-01-14T20:36:23.229336] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:23.256457] [INFO ] [LOCAL     ] GTY: Saved forecast.
[2026-01-14T20:36:23.256529] [INFO ] [main      ] GTY: Signal=1 (Conf=90.0%), Magnitude=1.14% (Conf=59.6899%)
[2026-01-14T20:36:23.256704] [INFO ] [main      ] Fetching symbol history for VCSH...
[2026-01-14T20:36:23.256749] [DEBUG] [REMOTE    ] VCSH: Fetching historical data.
[2026-01-14T20:36:23.258650] [INFO ] [main      ] Progress: 248/419 forecasts completed (59.2%). GTY finished in 0.6s. ETA: 29.5s. Rate: 347.60 forecasts/min
[2026-01-14T20:36:23.264660] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:23.269312] [DEBUG] [REMOTE    ] VCSH: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:23.270144] [DEBUG] [LOCAL     ] Loaded configuration for VCSH: 5 features, N/A% accuracy
[2026-01-14T20:36:23.270200] [INFO ] [LOCAL     ] VCSH: Loaded 5 optimal features with 54.94% confidence from JSON config
[2026-01-14T20:36:23.270233] [DEBUG] [MAG       ] Building data for symbol: VCSH with lookback: 0
[2026-01-14T20:36:23.271053] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-14T20:36:23.271114] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:23.275906] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:23.277689] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:36:23.278170] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:36:23.278569] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-14T20:36:23.279309] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:23.420518] [DEBUG] [MAG       ] PEG: Last date is validated at 2026-01-14
[2026-01-14T20:36:23.565372] [DEBUG] [MAG       ] MGA: Last date is validated at 2026-01-14
[2026-01-14T20:36:23.588687] [DEBUG] [MAG       ] PEG: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:23.609460] [DEBUG] [MAG       ] OMEX: Last date is validated at 2026-01-14
[2026-01-14T20:36:23.613061] [DEBUG] [MAG       ] VCSH: Last date is validated at 2026-01-14
[2026-01-14T20:36:23.682105] [INFO ] [LOCAL     ] PEG: Saved forecast.
[2026-01-14T20:36:23.682182] [INFO ] [main      ] PEG: Signal=1 (Conf=90.0%), Magnitude=-0.09% (Conf=58.5019%)
[2026-01-14T20:36:23.682534] [INFO ] [main      ] Fetching symbol history for OMF...
[2026-01-14T20:36:23.682603] [DEBUG] [REMOTE    ] OMF: Fetching historical data.
[2026-01-14T20:36:23.682661] [INFO ] [main      ] Progress: 249/419 forecasts completed (59.4%). PEG finished in 0.6s. ETA: 29.5s. Rate: 345.57 forecasts/min
[2026-01-14T20:36:23.693610] [DEBUG] [REMOTE    ] OMF: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:23.694607] [DEBUG] [LOCAL     ] Loaded configuration for OMF: 8 features, N/A% accuracy
[2026-01-14T20:36:23.694662] [INFO ] [LOCAL     ] OMF: Loaded 8 optimal features with 51.23% confidence from JSON config
[2026-01-14T20:36:23.694693] [DEBUG] [MAG       ] Building data for symbol: OMF with lookback: 0
[2026-01-14T20:36:23.695460] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-14T20:36:23.695522] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:23.700338] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:23.702193] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:36:23.702693] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:36:23.703134] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:36:23.706657] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-14T20:36:23.731148] [DEBUG] [MAG       ] MGA: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:23.746223] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-14T20:36:23.747114] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-14T20:36:23.748320] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:23.778137] [DEBUG] [MAG       ] VCSH: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:23.780975] [DEBUG] [MAG       ] OMEX: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:23.816564] [INFO ] [LOCAL     ] MGA: Saved forecast.
[2026-01-14T20:36:23.816668] [INFO ] [main      ] MGA: Signal=1 (Conf=90.0%), Magnitude=0.77% (Conf=64.553%)
[2026-01-14T20:36:23.816840] [INFO ] [main      ] Fetching symbol history for SEZL...
[2026-01-14T20:36:23.816884] [DEBUG] [REMOTE    ] SEZL: Fetching historical data.
[2026-01-14T20:36:23.818095] [INFO ] [main      ] Progress: 250/419 forecasts completed (59.7%). MGA finished in 0.7s. ETA: 29.3s. Rate: 345.88 forecasts/min
[2026-01-14T20:36:23.829454] [DEBUG] [REMOTE    ] SEZL: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:23.830528] [DEBUG] [LOCAL     ] Loaded configuration for SEZL: 5 features, N/A% accuracy
[2026-01-14T20:36:23.830604] [INFO ] [LOCAL     ] SEZL: Loaded 5 optimal features with 54.67% confidence from JSON config
[2026-01-14T20:36:23.830638] [DEBUG] [MAG       ] Building data for symbol: SEZL with lookback: 0
[2026-01-14T20:36:23.831444] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-14T20:36:23.831508] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:23.833403] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:36:23.833986] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-14T20:36:23.834280] [INFO ] [LOCAL     ] VCSH: Saved forecast.
[2026-01-14T20:36:23.834349] [INFO ] [main      ] VCSH: Signal=1 (Conf=90.0%), Magnitude=0.02% (Conf=54.9399%)
[2026-01-14T20:36:23.834728] [INFO ] [main      ] Fetching symbol history for UXIN...
[2026-01-14T20:36:23.834787] [DEBUG] [REMOTE    ] UXIN: Fetching historical data.
[2026-01-14T20:36:23.835660] [INFO ] [main      ] Progress: 251/419 forecasts completed (59.9%). VCSH finished in 0.6s. ETA: 29.0s. Rate: 347.12 forecasts/min
[2026-01-14T20:36:23.836485] [INFO ] [LOCAL     ] OMEX: Saved forecast.
[2026-01-14T20:36:23.836556] [INFO ] [main      ] OMEX: Signal=1 (Conf=90.0%), Magnitude=-0.80% (Conf=52.7865%)
[2026-01-14T20:36:23.836979] [INFO ] [main      ] Fetching symbol history for NFBK...
[2026-01-14T20:36:23.837035] [DEBUG] [REMOTE    ] NFBK: Fetching historical data.
[2026-01-14T20:36:23.837625] [INFO ] [main      ] Progress: 252/419 forecasts completed (60.1%). OMEX finished in 0.7s. ETA: 28.8s. Rate: 348.49 forecasts/min
[2026-01-14T20:36:23.845459] [DEBUG] [REMOTE    ] UXIN: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:23.846494] [DEBUG] [LOCAL     ] Loaded configuration for UXIN: 8 features, N/A% accuracy
[2026-01-14T20:36:23.846545] [INFO ] [LOCAL     ] UXIN: Loaded 8 optimal features with 50.49% confidence from JSON config
[2026-01-14T20:36:23.846595] [DEBUG] [MAG       ] Building data for symbol: UXIN with lookback: 0
[2026-01-14T20:36:23.847371] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-14T20:36:23.847434] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-14T20:36:23.848238] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-14T20:36:23.848595] [DEBUG] [REMOTE    ] NFBK: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:23.849300] [DEBUG] [LOCAL     ] Loaded configuration for NFBK: 4 features, N/A% accuracy
[2026-01-14T20:36:23.849352] [INFO ] [LOCAL     ] NFBK: Loaded 4 optimal features with 58.27% confidence from JSON config
[2026-01-14T20:36:23.849383] [DEBUG] [MAG       ] Building data for symbol: NFBK with lookback: 0
[2026-01-14T20:36:23.850190] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-14T20:36:23.850252] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:23.852070] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:36:23.852632] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:36:23.853078] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-14T20:36:23.853747] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:23.911733] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-14T20:36:23.913843] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-14T20:36:23.918237] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:23.923284] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:23.925093] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:36:23.925556] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-14T20:36:23.926568] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-14T20:36:23.928200] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-14T20:36:23.929235] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-14T20:36:23.929930] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:24.089068] [DEBUG] [MAG       ] OMF: Last date is validated at 2026-01-14
[2026-01-14T20:36:24.194880] [DEBUG] [MAG       ] NFBK: Last date is validated at 2026-01-14
[2026-01-14T20:36:24.256088] [DEBUG] [MAG       ] OMF: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:24.269521] [DEBUG] [MAG       ] SEZL: Last date is validated at 2026-01-14
[2026-01-14T20:36:24.270430] [DEBUG] [MAG       ] UXIN: Last date is validated at 2026-01-14
[2026-01-14T20:36:24.350023] [INFO ] [LOCAL     ] OMF: Saved forecast.
[2026-01-14T20:36:24.350091] [INFO ] [main      ] OMF: Signal=1 (Conf=90.0%), Magnitude=0.65% (Conf=51.2296%)
[2026-01-14T20:36:24.350564] [INFO ] [main      ] Fetching symbol history for HOMB...
[2026-01-14T20:36:24.350633] [DEBUG] [REMOTE    ] HOMB: Fetching historical data.
[2026-01-14T20:36:24.350663] [INFO ] [main      ] Progress: 253/419 forecasts completed (60.4%). OMF finished in 0.7s. ETA: 28.8s. Rate: 345.78 forecasts/min
[2026-01-14T20:36:24.361352] [DEBUG] [REMOTE    ] HOMB: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:24.362332] [DEBUG] [LOCAL     ] Loaded configuration for HOMB: 10 features, N/A% accuracy
[2026-01-14T20:36:24.362396] [INFO ] [LOCAL     ] HOMB: Loaded 10 optimal features with 56.09% confidence from JSON config
[2026-01-14T20:36:24.362429] [DEBUG] [MAG       ] Building data for symbol: HOMB with lookback: 0
[2026-01-14T20:36:24.363290] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2026-01-14T20:36:24.363359] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-14T20:36:24.364132] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-14T20:36:24.392301] [DEBUG] [MAG       ] NFBK: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:24.437115] [DEBUG] [MAG       ] UXIN: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:24.441551] [DEBUG] [MAG       ] SEZL: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:24.454176] [INFO ] [LOCAL     ] NFBK: Saved forecast.
[2026-01-14T20:36:24.454247] [INFO ] [main      ] NFBK: Signal=1 (Conf=90.0%), Magnitude=0.12% (Conf=58.2656%)
[2026-01-14T20:36:24.454648] [INFO ] [main      ] Fetching symbol history for KRNY...
[2026-01-14T20:36:24.454711] [DEBUG] [REMOTE    ] KRNY: Fetching historical data.
[2026-01-14T20:36:24.455648] [INFO ] [main      ] Progress: 254/419 forecasts completed (60.6%). NFBK finished in 0.6s. ETA: 28.6s. Rate: 346.32 forecasts/min
[2026-01-14T20:36:24.465406] [DEBUG] [REMOTE    ] KRNY: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:24.466356] [DEBUG] [LOCAL     ] Loaded configuration for KRNY: 2 features, N/A% accuracy
[2026-01-14T20:36:24.466408] [INFO ] [LOCAL     ] KRNY: Loaded 2 optimal features with 60.95% confidence from JSON config
[2026-01-14T20:36:24.466438] [DEBUG] [MAG       ] Building data for symbol: KRNY with lookback: 0
[2026-01-14T20:36:24.467227] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-14T20:36:24.467285] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:24.472096] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-14T20:36:24.473748] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:24.481596] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-14T20:36:24.483647] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-14T20:36:24.484936] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2026-01-14T20:36:24.486169] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:24.488017] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:36:24.488510] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-14T20:36:24.489668] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-14T20:36:24.491733] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2026-01-14T20:36:24.493454] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:24.502854] [INFO ] [LOCAL     ] UXIN: Saved forecast.
[2026-01-14T20:36:24.502928] [INFO ] [main      ] UXIN: Signal=1 (Conf=90.0%), Magnitude=4.47% (Conf=50.4859%)
[2026-01-14T20:36:24.503371] [INFO ] [main      ] Fetching symbol history for CFO...
[2026-01-14T20:36:24.503427] [DEBUG] [REMOTE    ] CFO: Fetching historical data.
[2026-01-14T20:36:24.503413] [INFO ] [main      ] Progress: 255/419 forecasts completed (60.9%). UXIN finished in 0.7s. ETA: 28.3s. Rate: 347.31 forecasts/min
[2026-01-14T20:36:24.514518] [DEBUG] [REMOTE    ] CFO: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:24.515439] [DEBUG] [LOCAL     ] Loaded configuration for CFO: 6 features, N/A% accuracy
[2026-01-14T20:36:24.515492] [INFO ] [LOCAL     ] CFO: Loaded 6 optimal features with 52.47% confidence from JSON config
[2026-01-14T20:36:24.515525] [DEBUG] [MAG       ] Building data for symbol: CFO with lookback: 0
[2026-01-14T20:36:24.516345] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-14T20:36:24.516408] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:24.518223] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:36:24.518768] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:36:24.519176] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-14T20:36:24.599952] [INFO ] [LOCAL     ] SEZL: Saved forecast.
[2026-01-14T20:36:24.600022] [INFO ] [main      ] SEZL: Signal=1 (Conf=90.0%), Magnitude=-4.86% (Conf=54.6681%)
[2026-01-14T20:36:24.600183] [INFO ] [main      ] Fetching symbol history for SUNS...
[2026-01-14T20:36:24.600225] [DEBUG] [REMOTE    ] SUNS: Fetching historical data.
[2026-01-14T20:36:24.600918] [INFO ] [main      ] Progress: 256/419 forecasts completed (61.1%). SEZL finished in 0.8s. ETA: 28.1s. Rate: 347.90 forecasts/min
[2026-01-14T20:36:24.613380] [DEBUG] [REMOTE    ] SUNS: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:24.614325] [DEBUG] [LOCAL     ] Loaded configuration for SUNS: 3 features, N/A% accuracy
[2026-01-14T20:36:24.614388] [INFO ] [LOCAL     ] SUNS: Loaded 3 optimal features with 62.93% confidence from JSON config
[2026-01-14T20:36:24.614434] [DEBUG] [MAG       ] Building data for symbol: SUNS with lookback: 0
[2026-01-14T20:36:24.615365] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-14T20:36:24.615435] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:24.620721] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-14T20:36:24.621582] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-14T20:36:24.622144] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:24.636137] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-14T20:36:24.638210] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-14T20:36:24.679454] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:24.815642] [DEBUG] [MAG       ] KRNY: Last date is validated at 2026-01-14
[2026-01-14T20:36:24.833172] [DEBUG] [MAG       ] HOMB: Last date is validated at 2026-01-14
[2026-01-14T20:36:24.979796] [DEBUG] [MAG       ] SUNS: Last date is validated at 2026-01-14
[2026-01-14T20:36:24.985524] [DEBUG] [MAG       ] KRNY: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:24.999208] [DEBUG] [MAG       ] HOMB: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:25.025783] [DEBUG] [MAG       ] CFO: Last date is validated at 2026-01-14
[2026-01-14T20:36:25.045807] [INFO ] [LOCAL     ] KRNY: Saved forecast.
[2026-01-14T20:36:25.045878] [INFO ] [main      ] KRNY: Signal=1 (Conf=90.0%), Magnitude=2.57% (Conf=60.9547%)
[2026-01-14T20:36:25.046253] [INFO ] [main      ] Fetching symbol history for GTX...
[2026-01-14T20:36:25.046305] [DEBUG] [REMOTE    ] GTX: Fetching historical data.
[2026-01-14T20:36:25.046671] [INFO ] [main      ] Progress: 257/419 forecasts completed (61.3%). KRNY finished in 0.6s. ETA: 28.1s. Rate: 345.77 forecasts/min
[2026-01-14T20:36:25.057153] [DEBUG] [REMOTE    ] GTX: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:25.058059] [DEBUG] [LOCAL     ] Loaded configuration for GTX: 3 features, N/A% accuracy
[2026-01-14T20:36:25.058112] [INFO ] [LOCAL     ] GTX: Loaded 3 optimal features with 65.77% confidence from JSON config
[2026-01-14T20:36:25.058144] [DEBUG] [MAG       ] Building data for symbol: GTX with lookback: 0
[2026-01-14T20:36:25.058954] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-14T20:36:25.059016] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:25.060763] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:36:25.061288] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-14T20:36:25.065751] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:25.077366] [INFO ] [LOCAL     ] HOMB: Saved forecast.
[2026-01-14T20:36:25.077436] [INFO ] [main      ] HOMB: Signal=1 (Conf=90.0%), Magnitude=1.24% (Conf=56.0922%)
[2026-01-14T20:36:25.077798] [INFO ] [main      ] Fetching symbol history for WBX...
[2026-01-14T20:36:25.077850] [DEBUG] [REMOTE    ] WBX: Fetching historical data.
[2026-01-14T20:36:25.078772] [INFO ] [main      ] Progress: 258/419 forecasts completed (61.6%). HOMB finished in 0.7s. ETA: 27.8s. Rate: 346.86 forecasts/min
[2026-01-14T20:36:25.088641] [DEBUG] [REMOTE    ] WBX: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:25.089724] [DEBUG] [LOCAL     ] Loaded configuration for WBX: 2 features, N/A% accuracy
[2026-01-14T20:36:25.089781] [INFO ] [LOCAL     ] WBX: Loaded 2 optimal features with 65.89% confidence from JSON config
[2026-01-14T20:36:25.089813] [DEBUG] [MAG       ] Building data for symbol: WBX with lookback: 0
[2026-01-14T20:36:25.090599] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-14T20:36:25.090658] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:25.095588] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-14T20:36:25.096275] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:25.156253] [DEBUG] [MAG       ] SUNS: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:25.197318] [DEBUG] [MAG       ] CFO: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:25.226150] [INFO ] [LOCAL     ] SUNS: Saved forecast.
[2026-01-14T20:36:25.226225] [INFO ] [main      ] SUNS: Signal=1 (Conf=90.0%), Magnitude=-2.82% (Conf=62.9295%)
[2026-01-14T20:36:25.226407] [INFO ] [main      ] Fetching symbol history for NABL...
[2026-01-14T20:36:25.226456] [DEBUG] [REMOTE    ] NABL: Fetching historical data.
[2026-01-14T20:36:25.226934] [INFO ] [main      ] Progress: 259/419 forecasts completed (61.8%). SUNS finished in 0.6s. ETA: 27.7s. Rate: 347.06 forecasts/min
[2026-01-14T20:36:25.237901] [DEBUG] [REMOTE    ] NABL: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:25.238930] [DEBUG] [LOCAL     ] Loaded configuration for NABL: 6 features, N/A% accuracy
[2026-01-14T20:36:25.238984] [INFO ] [LOCAL     ] NABL: Loaded 6 optimal features with 50.17% confidence from JSON config
[2026-01-14T20:36:25.239016] [DEBUG] [MAG       ] Building data for symbol: NABL with lookback: 0
[2026-01-14T20:36:25.239824] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-14T20:36:25.239885] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:25.241604] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:36:25.242125] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:36:25.242520] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-14T20:36:25.277599] [INFO ] [LOCAL     ] CFO: Saved forecast.
[2026-01-14T20:36:25.277691] [INFO ] [main      ] CFO: Signal=1 (Conf=90.0%), Magnitude=0.13% (Conf=52.4712%)
[2026-01-14T20:36:25.278055] [INFO ] [main      ] Fetching symbol history for TSDD...
[2026-01-14T20:36:25.278106] [DEBUG] [REMOTE    ] TSDD: Fetching historical data.
[2026-01-14T20:36:25.278666] [INFO ] [main      ] Progress: 260/419 forecasts completed (62.1%). CFO finished in 0.8s. ETA: 27.4s. Rate: 347.99 forecasts/min
[2026-01-14T20:36:25.290342] [DEBUG] [REMOTE    ] TSDD: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:25.292312] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-14T20:36:25.293030] [DEBUG] [LOCAL     ] Loaded configuration for TSDD: 6 features, N/A% accuracy
[2026-01-14T20:36:25.293086] [INFO ] [LOCAL     ] TSDD: Loaded 6 optimal features with 58.58% confidence from JSON config
[2026-01-14T20:36:25.293118] [DEBUG] [MAG       ] Building data for symbol: TSDD with lookback: 0
[2026-01-14T20:36:25.293529] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-14T20:36:25.293899] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-14T20:36:25.293960] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:25.294265] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:25.298813] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:25.300652] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:36:25.301138] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:36:25.301557] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-14T20:36:25.303955] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2026-01-14T20:36:25.307911] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:25.434093] [DEBUG] [MAG       ] WBX: Last date is validated at 2026-01-14
[2026-01-14T20:36:25.478805] [DEBUG] [MAG       ] GTX: Last date is validated at 2026-01-14
[2026-01-14T20:36:25.602221] [DEBUG] [MAG       ] WBX: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:25.632543] [DEBUG] [MAG       ] NABL: Last date is validated at 2026-01-14
[2026-01-14T20:36:25.646780] [DEBUG] [MAG       ] TSDD: Last date is validated at 2026-01-14
[2026-01-14T20:36:25.647270] [DEBUG] [MAG       ] GTX: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:25.680552] [INFO ] [LOCAL     ] WBX: Saved forecast.
[2026-01-14T20:36:25.680639] [INFO ] [main      ] WBX: Signal=1 (Conf=90.0%), Magnitude=4.54% (Conf=65.8947%)
[2026-01-14T20:36:25.681028] [INFO ] [main      ] Progress: 261/419 forecasts completed (62.3%). WBX finished in 0.6s. ETA: 27.4s. Rate: 346.22 forecasts/min
[2026-01-14T20:36:25.681246] [INFO ] [main      ] Fetching symbol history for ARBB...
[2026-01-14T20:36:25.681290] [DEBUG] [REMOTE    ] ARBB: Fetching historical data.
[2026-01-14T20:36:25.692106] [DEBUG] [REMOTE    ] ARBB: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:25.693079] [DEBUG] [LOCAL     ] Loaded configuration for ARBB: 10 features, N/A% accuracy
[2026-01-14T20:36:25.693140] [INFO ] [LOCAL     ] ARBB: Loaded 10 optimal features with 40.52% confidence from JSON config
[2026-01-14T20:36:25.693172] [DEBUG] [MAG       ] Building data for symbol: ARBB with lookback: 0
[2026-01-14T20:36:25.693983] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2026-01-14T20:36:25.694046] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:25.698900] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:25.700704] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:36:25.701193] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:36:25.701657] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:36:25.702049] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-14T20:36:25.716402] [INFO ] [LOCAL     ] GTX: Saved forecast.
[2026-01-14T20:36:25.716471] [INFO ] [main      ] GTX: Signal=1 (Conf=90.0%), Magnitude=0.46% (Conf=65.7706%)
[2026-01-14T20:36:25.716837] [INFO ] [main      ] Fetching symbol history for SHY...
[2026-01-14T20:36:25.716889] [DEBUG] [REMOTE    ] SHY: Fetching historical data.
[2026-01-14T20:36:25.718653] [INFO ] [main      ] Progress: 262/419 forecasts completed (62.5%). GTX finished in 0.7s. ETA: 27.1s. Rate: 347.26 forecasts/min
[2026-01-14T20:36:25.727779] [DEBUG] [REMOTE    ] SHY: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:25.728642] [DEBUG] [LOCAL     ] Loaded configuration for SHY: 9 features, N/A% accuracy
[2026-01-14T20:36:25.728692] [INFO ] [LOCAL     ] SHY: Loaded 9 optimal features with 44.87% confidence from JSON config
[2026-01-14T20:36:25.728724] [DEBUG] [MAG       ] Building data for symbol: SHY with lookback: 0
[2026-01-14T20:36:25.729477] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-14T20:36:25.729540] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:25.731232] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:36:25.731758] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-14T20:36:25.732786] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-14T20:36:25.736977] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-14T20:36:25.738067] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-14T20:36:25.738772] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-14T20:36:25.739477] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-14T20:36:25.740610] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-14T20:36:25.742593] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:25.778592] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-14T20:36:25.779688] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-14T20:36:25.781677] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-14T20:36:25.782381] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2026-01-14T20:36:25.786290] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:25.799989] [DEBUG] [MAG       ] NABL: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:25.817266] [DEBUG] [MAG       ] TSDD: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:25.865486] [INFO ] [LOCAL     ] NABL: Saved forecast.
[2026-01-14T20:36:25.865557] [INFO ] [main      ] NABL: Signal=1 (Conf=90.0%), Magnitude=-3.40% (Conf=50.1663%)
[2026-01-14T20:36:25.865928] [INFO ] [main      ] Fetching symbol history for KMX...
[2026-01-14T20:36:25.865979] [DEBUG] [REMOTE    ] KMX: Fetching historical data.
[2026-01-14T20:36:25.866642] [INFO ] [main      ] Progress: 263/419 forecasts completed (62.8%). NABL finished in 0.6s. ETA: 26.9s. Rate: 347.45 forecasts/min
[2026-01-14T20:36:25.877752] [DEBUG] [REMOTE    ] KMX: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:25.878818] [DEBUG] [LOCAL     ] Loaded configuration for KMX: 6 features, N/A% accuracy
[2026-01-14T20:36:25.878871] [INFO ] [LOCAL     ] KMX: Loaded 6 optimal features with 43.53% confidence from JSON config
[2026-01-14T20:36:25.878903] [DEBUG] [MAG       ] Building data for symbol: KMX with lookback: 0
[2026-01-14T20:36:25.879714] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-14T20:36:25.879775] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:25.884696] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:25.890171] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:36:25.890704] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:36:25.891110] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-14T20:36:25.892010] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-14T20:36:25.932307] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:25.968216] [INFO ] [LOCAL     ] TSDD: Saved forecast.
[2026-01-14T20:36:25.968286] [INFO ] [main      ] TSDD: Signal=1 (Conf=90.0%), Magnitude=-4.09% (Conf=58.5843%)
[2026-01-14T20:36:25.968690] [INFO ] [main      ] Fetching symbol history for BOH...
[2026-01-14T20:36:25.968749] [DEBUG] [REMOTE    ] BOH: Fetching historical data.
[2026-01-14T20:36:25.969664] [INFO ] [main      ] Progress: 264/419 forecasts completed (63.0%). TSDD finished in 0.7s. ETA: 26.7s. Rate: 347.98 forecasts/min
[2026-01-14T20:36:25.979526] [DEBUG] [REMOTE    ] BOH: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:25.980606] [DEBUG] [LOCAL     ] Loaded configuration for BOH: 5 features, N/A% accuracy
[2026-01-14T20:36:25.980661] [INFO ] [LOCAL     ] BOH: Loaded 5 optimal features with 56.69% confidence from JSON config
[2026-01-14T20:36:25.980693] [DEBUG] [MAG       ] Building data for symbol: BOH with lookback: 0
[2026-01-14T20:36:25.981448] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-14T20:36:25.981855] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:25.986650] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-14T20:36:25.987450] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-14T20:36:25.988671] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2026-01-14T20:36:25.992562] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-14T20:36:25.993768] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:26.088964] [DEBUG] [MAG       ] SHY: Last date is validated at 2026-01-14
[2026-01-14T20:36:26.123785] [DEBUG] [MAG       ] ARBB: Last date is validated at 2026-01-14
[2026-01-14T20:36:26.259697] [DEBUG] [MAG       ] SHY: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:26.277529] [DEBUG] [MAG       ] KMX: Last date is validated at 2026-01-14
[2026-01-14T20:36:26.305199] [DEBUG] [MAG       ] ARBB: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:26.324078] [INFO ] [LOCAL     ] SHY: Saved forecast.
[2026-01-14T20:36:26.324156] [INFO ] [main      ] SHY: Signal=1 (Conf=90.0%), Magnitude=-0.00% (Conf=44.8688%)
[2026-01-14T20:36:26.324553] [INFO ] [main      ] Fetching symbol history for VEEE...
[2026-01-14T20:36:26.324619] [DEBUG] [REMOTE    ] VEEE: Fetching historical data.
[2026-01-14T20:36:26.325673] [INFO ] [main      ] Progress: 265/419 forecasts completed (63.2%). SHY finished in 0.6s. ETA: 26.7s. Rate: 346.59 forecasts/min
[2026-01-14T20:36:26.335129] [DEBUG] [REMOTE    ] VEEE: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:26.336096] [DEBUG] [LOCAL     ] Loaded configuration for VEEE: 5 features, N/A% accuracy
[2026-01-14T20:36:26.336147] [INFO ] [LOCAL     ] VEEE: Loaded 5 optimal features with 59.60% confidence from JSON config
[2026-01-14T20:36:26.336179] [DEBUG] [MAG       ] Building data for symbol: VEEE with lookback: 0
[2026-01-14T20:36:26.336962] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-14T20:36:26.337024] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-14T20:36:26.339521] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-14T20:36:26.345205] [DEBUG] [MAG       ] BOH: Last date is validated at 2026-01-14
[2026-01-14T20:36:26.418673] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-14T20:36:26.420291] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-14T20:36:26.421031] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-14T20:36:26.423840] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:26.426697] [INFO ] [LOCAL     ] ARBB: Saved forecast.
[2026-01-14T20:36:26.426774] [INFO ] [main      ] ARBB: Signal=1 (Conf=90.0%), Magnitude=9.27% (Conf=40.5193%)
[2026-01-14T20:36:26.427164] [INFO ] [main      ] Fetching symbol history for STK...
[2026-01-14T20:36:26.427221] [DEBUG] [REMOTE    ] STK: Fetching historical data.
[2026-01-14T20:36:26.428277] [INFO ] [main      ] Progress: 266/419 forecasts completed (63.5%). ARBB finished in 0.7s. ETA: 26.4s. Rate: 347.12 forecasts/min
[2026-01-14T20:36:26.440957] [DEBUG] [REMOTE    ] STK: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:26.442076] [DEBUG] [LOCAL     ] Loaded configuration for STK: 5 features, N/A% accuracy
[2026-01-14T20:36:26.442137] [INFO ] [LOCAL     ] STK: Loaded 5 optimal features with 54.49% confidence from JSON config
[2026-01-14T20:36:26.442174] [DEBUG] [MAG       ] Building data for symbol: STK with lookback: 0
[2026-01-14T20:36:26.443275] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-14T20:36:26.443345] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:26.447706] [DEBUG] [MAG       ] KMX: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:26.449199] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:26.451313] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:36:26.451897] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-14T20:36:26.504788] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-14T20:36:26.506339] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:26.522079] [DEBUG] [MAG       ] BOH: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:26.565864] [INFO ] [LOCAL     ] KMX: Saved forecast.
[2026-01-14T20:36:26.565950] [INFO ] [main      ] KMX: Signal=1 (Conf=90.0%), Magnitude=18.03% (Conf=43.5309%)
[2026-01-14T20:36:26.566117] [INFO ] [main      ] Fetching symbol history for INTC...
[2026-01-14T20:36:26.566160] [DEBUG] [REMOTE    ] INTC: Fetching historical data.
[2026-01-14T20:36:26.566911] [INFO ] [main      ] Progress: 267/419 forecasts completed (63.7%). KMX finished in 0.7s. ETA: 26.3s. Rate: 347.38 forecasts/min
[2026-01-14T20:36:26.578291] [DEBUG] [REMOTE    ] INTC: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:26.579233] [DEBUG] [LOCAL     ] Loaded configuration for INTC: 7 features, N/A% accuracy
[2026-01-14T20:36:26.579283] [INFO ] [LOCAL     ] INTC: Loaded 7 optimal features with 55.10% confidence from JSON config
[2026-01-14T20:36:26.579315] [DEBUG] [MAG       ] Building data for symbol: INTC with lookback: 0
[2026-01-14T20:36:26.580102] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-14T20:36:26.580165] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:26.584960] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-14T20:36:26.616828] [INFO ] [LOCAL     ] BOH: Saved forecast.
[2026-01-14T20:36:26.616898] [INFO ] [main      ] BOH: Signal=1 (Conf=90.0%), Magnitude=0.72% (Conf=56.6925%)
[2026-01-14T20:36:26.617264] [INFO ] [main      ] Progress: 268/419 forecasts completed (64.0%). BOH finished in 0.6s. ETA: 26.0s. Rate: 348.30 forecasts/min
[2026-01-14T20:36:26.617395] [INFO ] [main      ] Fetching symbol history for UMC...
[2026-01-14T20:36:26.617438] [DEBUG] [REMOTE    ] UMC: Fetching historical data.
[2026-01-14T20:36:26.626349] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-14T20:36:26.627867] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-14T20:36:26.628565] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-14T20:36:26.628687] [DEBUG] [REMOTE    ] UMC: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:26.629761] [DEBUG] [LOCAL     ] Loaded configuration for UMC: 8 features, N/A% accuracy
[2026-01-14T20:36:26.629820] [INFO ] [LOCAL     ] UMC: Loaded 8 optimal features with 62.62% confidence from JSON config
[2026-01-14T20:36:26.629852] [DEBUG] [MAG       ] Building data for symbol: UMC with lookback: 0
[2026-01-14T20:36:26.630439] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-14T20:36:26.630678] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-14T20:36:26.630742] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:26.631222] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2026-01-14T20:36:26.632436] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:36:26.632976] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:26.632988] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-14T20:36:26.635386] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-14T20:36:26.636360] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-14T20:36:26.640775] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-14T20:36:26.642203] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2026-01-14T20:36:26.643933] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2026-01-14T20:36:26.649988] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:26.770564] [DEBUG] [MAG       ] VEEE: Last date is validated at 2026-01-14
[2026-01-14T20:36:26.942244] [DEBUG] [MAG       ] STK: Last date is validated at 2026-01-14
[2026-01-14T20:36:26.944247] [DEBUG] [MAG       ] VEEE: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:26.989750] [DEBUG] [MAG       ] UMC: Last date is validated at 2026-01-14
[2026-01-14T20:36:27.001370] [DEBUG] [MAG       ] INTC: Last date is validated at 2026-01-14
[2026-01-14T20:36:27.017276] [INFO ] [LOCAL     ] VEEE: Saved forecast.
[2026-01-14T20:36:27.017344] [INFO ] [main      ] VEEE: Signal=1 (Conf=90.0%), Magnitude=-21.41% (Conf=59.5977%)
[2026-01-14T20:36:27.017815] [INFO ] [main      ] Fetching symbol history for HOLO...
[2026-01-14T20:36:27.017868] [DEBUG] [REMOTE    ] HOLO: Fetching historical data.
[2026-01-14T20:36:27.018669] [INFO ] [main      ] Progress: 269/419 forecasts completed (64.2%). VEEE finished in 0.7s. ETA: 26.0s. Rate: 346.59 forecasts/min
[2026-01-14T20:36:27.028507] [DEBUG] [REMOTE    ] HOLO: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:27.029183] [DEBUG] [LOCAL     ] Loaded configuration for HOLO: 5 features, N/A% accuracy
[2026-01-14T20:36:27.029234] [INFO ] [LOCAL     ] HOLO: Loaded 5 optimal features with 37.88% confidence from JSON config
[2026-01-14T20:36:27.029266] [DEBUG] [MAG       ] Building data for symbol: HOLO with lookback: 0
[2026-01-14T20:36:27.030064] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-14T20:36:27.030467] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:27.032188] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:36:27.032734] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:36:27.033125] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-14T20:36:27.034053] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2026-01-14T20:36:27.035625] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:27.164285] [DEBUG] [MAG       ] UMC: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:27.169658] [DEBUG] [MAG       ] STK: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:27.176383] [DEBUG] [MAG       ] INTC: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:27.232142] [INFO ] [LOCAL     ] UMC: Saved forecast.
[2026-01-14T20:36:27.232214] [INFO ] [main      ] UMC: Signal=1 (Conf=90.0%), Magnitude=2.88% (Conf=62.6217%)
[2026-01-14T20:36:27.232631] [INFO ] [main      ] Progress: 270/419 forecasts completed (64.4%). UMC finished in 0.6s. ETA: 25.8s. Rate: 346.28 forecasts/min
[2026-01-14T20:36:27.232753] [INFO ] [main      ] Fetching symbol history for ACM...
[2026-01-14T20:36:27.232795] [DEBUG] [REMOTE    ] ACM: Fetching historical data.
[2026-01-14T20:36:27.244374] [DEBUG] [REMOTE    ] ACM: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:27.245150] [DEBUG] [LOCAL     ] Loaded configuration for ACM: 3 features, N/A% accuracy
[2026-01-14T20:36:27.245208] [INFO ] [LOCAL     ] ACM: Loaded 3 optimal features with 67.66% confidence from JSON config
[2026-01-14T20:36:27.245249] [DEBUG] [MAG       ] Building data for symbol: ACM with lookback: 0
[2026-01-14T20:36:27.246040] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-14T20:36:27.246100] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:27.247848] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:36:27.248353] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:36:27.248778] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:27.268693] [INFO ] [LOCAL     ] STK: Saved forecast.
[2026-01-14T20:36:27.268774] [INFO ] [main      ] STK: Signal=1 (Conf=90.0%), Magnitude=3.18% (Conf=54.489%)
[2026-01-14T20:36:27.269216] [INFO ] [main      ] Fetching symbol history for EYE...
[2026-01-14T20:36:27.269272] [DEBUG] [REMOTE    ] EYE: Fetching historical data.
[2026-01-14T20:36:27.269245] [INFO ] [main      ] Progress: 271/419 forecasts completed (64.7%). STK finished in 0.8s. ETA: 25.6s. Rate: 347.29 forecasts/min
[2026-01-14T20:36:27.277324] [INFO ] [LOCAL     ] INTC: Saved forecast.
[2026-01-14T20:36:27.277397] [INFO ] [main      ] INTC: Signal=1 (Conf=90.0%), Magnitude=-1.32% (Conf=55.1025%)
[2026-01-14T20:36:27.277566] [INFO ] [main      ] Fetching symbol history for PPH...
[2026-01-14T20:36:27.277632] [DEBUG] [REMOTE    ] PPH: Fetching historical data.
[2026-01-14T20:36:27.278389] [INFO ] [main      ] Progress: 272/419 forecasts completed (64.9%). INTC finished in 0.7s. ETA: 25.3s. Rate: 348.51 forecasts/min
[2026-01-14T20:36:27.283332] [DEBUG] [REMOTE    ] EYE: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:27.284653] [DEBUG] [LOCAL     ] Loaded configuration for EYE: 3 features, N/A% accuracy
[2026-01-14T20:36:27.284713] [INFO ] [LOCAL     ] EYE: Loaded 3 optimal features with 46.65% confidence from JSON config
[2026-01-14T20:36:27.284749] [DEBUG] [MAG       ] Building data for symbol: EYE with lookback: 0
[2026-01-14T20:36:27.285674] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-14T20:36:27.285926] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:27.292328] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-14T20:36:27.292917] [DEBUG] [REMOTE    ] PPH: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:27.293924] [DEBUG] [LOCAL     ] Loaded configuration for PPH: 6 features, N/A% accuracy
[2026-01-14T20:36:27.293976] [INFO ] [LOCAL     ] PPH: Loaded 6 optimal features with 54.07% confidence from JSON config
[2026-01-14T20:36:27.294008] [DEBUG] [MAG       ] Building data for symbol: PPH with lookback: 0
[2026-01-14T20:36:27.294893] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-14T20:36:27.294959] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:27.296939] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:36:27.297475] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:36:27.297976] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-14T20:36:27.344626] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-14T20:36:27.390086] [DEBUG] [MAG       ] HOLO: Last date is validated at 2026-01-14
[2026-01-14T20:36:27.420648] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2026-01-14T20:36:27.422119] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2026-01-14T20:36:27.425025] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:27.427452] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:27.558613] [DEBUG] [MAG       ] HOLO: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:27.588842] [DEBUG] [MAG       ] ACM: Last date is validated at 2026-01-14
[2026-01-14T20:36:27.730554] [INFO ] [LOCAL     ] HOLO: Saved forecast.
[2026-01-14T20:36:27.730648] [INFO ] [main      ] HOLO: Signal=1 (Conf=90.0%), Magnitude=-61.62% (Conf=37.878%)
[2026-01-14T20:36:27.730997] [INFO ] [main      ] Fetching symbol history for MUC...
[2026-01-14T20:36:27.731049] [DEBUG] [REMOTE    ] MUC: Fetching historical data.
[2026-01-14T20:36:27.731672] [INFO ] [main      ] Progress: 273/419 forecasts completed (65.2%). HOLO finished in 0.7s. ETA: 25.3s. Rate: 346.44 forecasts/min
[2026-01-14T20:36:27.743246] [DEBUG] [REMOTE    ] MUC: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:27.744365] [DEBUG] [LOCAL     ] Loaded configuration for MUC: 10 features, N/A% accuracy
[2026-01-14T20:36:27.744419] [INFO ] [LOCAL     ] MUC: Loaded 10 optimal features with 58.51% confidence from JSON config
[2026-01-14T20:36:27.744451] [DEBUG] [MAG       ] Building data for symbol: MUC with lookback: 0
[2026-01-14T20:36:27.745263] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2026-01-14T20:36:27.745330] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:27.750296] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-14T20:36:27.751296] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-14T20:36:27.753353] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2026-01-14T20:36:27.754016] [DEBUG] [MAG       ] ACM: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:27.755554] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:27.757313] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:36:27.757817] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-14T20:36:27.758899] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-14T20:36:27.760519] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-14T20:36:27.761598] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-14T20:36:27.762273] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:27.767062] [DEBUG] [MAG       ] EYE: Last date is validated at 2026-01-14
[2026-01-14T20:36:27.801503] [DEBUG] [MAG       ] PPH: Last date is validated at 2026-01-14
[2026-01-14T20:36:27.858111] [INFO ] [LOCAL     ] ACM: Saved forecast.
[2026-01-14T20:36:27.858181] [INFO ] [main      ] ACM: Signal=1 (Conf=90.0%), Magnitude=0.82% (Conf=67.6611%)
[2026-01-14T20:36:27.858342] [INFO ] [main      ] Fetching symbol history for LCFY...
[2026-01-14T20:36:27.858386] [DEBUG] [REMOTE    ] LCFY: Fetching historical data.
[2026-01-14T20:36:27.859669] [INFO ] [main      ] Progress: 274/419 forecasts completed (65.4%). ACM finished in 0.6s. ETA: 25.1s. Rate: 346.77 forecasts/min
[2026-01-14T20:36:27.869064] [DEBUG] [REMOTE    ] LCFY: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:27.870036] [DEBUG] [LOCAL     ] Loaded configuration for LCFY: 3 features, N/A% accuracy
[2026-01-14T20:36:27.870091] [INFO ] [LOCAL     ] LCFY: Loaded 3 optimal features with 56.52% confidence from JSON config
[2026-01-14T20:36:27.870123] [DEBUG] [MAG       ] Building data for symbol: LCFY with lookback: 0
[2026-01-14T20:36:27.870900] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-14T20:36:27.870960] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-14T20:36:27.872803] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-14T20:36:27.875533] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-14T20:36:27.890263] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:27.939596] [DEBUG] [MAG       ] EYE: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:27.977228] [DEBUG] [MAG       ] PPH: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:28.015328] [INFO ] [LOCAL     ] EYE: Saved forecast.
[2026-01-14T20:36:28.015399] [INFO ] [main      ] EYE: Signal=1 (Conf=90.0%), Magnitude=-1.64% (Conf=46.6457%)
[2026-01-14T20:36:28.015820] [INFO ] [main      ] Fetching symbol history for VAC...
[2026-01-14T20:36:28.015872] [DEBUG] [REMOTE    ] VAC: Fetching historical data.
[2026-01-14T20:36:28.016761] [INFO ] [main      ] Progress: 275/419 forecasts completed (65.6%). EYE finished in 0.7s. ETA: 24.9s. Rate: 346.88 forecasts/min
[2026-01-14T20:36:28.026597] [DEBUG] [REMOTE    ] VAC: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:28.027505] [DEBUG] [LOCAL     ] Loaded configuration for VAC: 4 features, N/A% accuracy
[2026-01-14T20:36:28.027558] [INFO ] [LOCAL     ] VAC: Loaded 4 optimal features with 49.65% confidence from JSON config
[2026-01-14T20:36:28.027611] [DEBUG] [MAG       ] Building data for symbol: VAC with lookback: 0
[2026-01-14T20:36:28.028397] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-14T20:36:28.028456] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-14T20:36:28.029326] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-14T20:36:28.030070] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-14T20:36:28.030782] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-14T20:36:28.032357] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:28.070963] [INFO ] [LOCAL     ] PPH: Saved forecast.
[2026-01-14T20:36:28.071047] [INFO ] [main      ] PPH: Signal=1 (Conf=90.0%), Magnitude=0.10% (Conf=54.0703%)
[2026-01-14T20:36:28.071244] [INFO ] [main      ] Fetching symbol history for BANX...
[2026-01-14T20:36:28.071302] [DEBUG] [REMOTE    ] BANX: Fetching historical data.
[2026-01-14T20:36:28.072050] [INFO ] [main      ] Progress: 276/419 forecasts completed (65.9%). PPH finished in 0.8s. ETA: 24.7s. Rate: 347.74 forecasts/min
[2026-01-14T20:36:28.084214] [DEBUG] [REMOTE    ] BANX: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:28.085280] [DEBUG] [LOCAL     ] Loaded configuration for BANX: 8 features, N/A% accuracy
[2026-01-14T20:36:28.085334] [INFO ] [LOCAL     ] BANX: Loaded 8 optimal features with 56.89% confidence from JSON config
[2026-01-14T20:36:28.085367] [DEBUG] [MAG       ] Building data for symbol: BANX with lookback: 0
[2026-01-14T20:36:28.086176] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-14T20:36:28.086240] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:28.088044] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:36:28.088568] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:36:28.089008] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-14T20:36:28.089792] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-14T20:36:28.090665] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-14T20:36:28.093512] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-14T20:36:28.098535] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2026-01-14T20:36:28.099995] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:28.111889] [DEBUG] [MAG       ] MUC: Last date is validated at 2026-01-14
[2026-01-14T20:36:28.231409] [DEBUG] [MAG       ] LCFY: Last date is validated at 2026-01-14
[2026-01-14T20:36:28.285783] [DEBUG] [MAG       ] MUC: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:28.351829] [INFO ] [LOCAL     ] MUC: Saved forecast.
[2026-01-14T20:36:28.351898] [INFO ] [main      ] MUC: Signal=1 (Conf=90.0%), Magnitude=0.03% (Conf=58.5059%)
[2026-01-14T20:36:28.352077] [INFO ] [main      ] Fetching symbol history for THQ...
[2026-01-14T20:36:28.352124] [DEBUG] [REMOTE    ] THQ: Fetching historical data.
[2026-01-14T20:36:28.354733] [INFO ] [main      ] Progress: 277/419 forecasts completed (66.1%). MUC finished in 0.6s. ETA: 24.6s. Rate: 346.94 forecasts/min
[2026-01-14T20:36:28.364040] [DEBUG] [REMOTE    ] THQ: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:28.366534] [DEBUG] [LOCAL     ] Loaded configuration for THQ: 4 features, N/A% accuracy
[2026-01-14T20:36:28.366609] [INFO ] [LOCAL     ] THQ: Loaded 4 optimal features with 55.02% confidence from JSON config
[2026-01-14T20:36:28.366643] [DEBUG] [MAG       ] Building data for symbol: THQ with lookback: 0
[2026-01-14T20:36:28.367398] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-14T20:36:28.367457] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:28.372206] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-14T20:36:28.373353] [DEBUG] [MAG       ] VAC: Last date is validated at 2026-01-14
[2026-01-14T20:36:28.400806] [DEBUG] [MAG       ] LCFY: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:28.445993] [DEBUG] [MAG       ] BANX: Last date is validated at 2026-01-14
[2026-01-14T20:36:28.486410] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-14T20:36:28.487761] [INFO ] [LOCAL     ] LCFY: Saved forecast.
[2026-01-14T20:36:28.487836] [INFO ] [main      ] LCFY: Signal=1 (Conf=90.0%), Magnitude=-13.33% (Conf=56.5187%)
[2026-01-14T20:36:28.488175] [INFO ] [main      ] Fetching symbol history for LNZA...
[2026-01-14T20:36:28.488224] [DEBUG] [REMOTE    ] LNZA: Fetching historical data.
[2026-01-14T20:36:28.488394] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-14T20:36:28.488662] [INFO ] [main      ] Progress: 278/419 forecasts completed (66.3%). LCFY finished in 0.6s. ETA: 24.4s. Rate: 347.22 forecasts/min
[2026-01-14T20:36:28.489401] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:28.499086] [DEBUG] [REMOTE    ] LNZA: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:28.500153] [DEBUG] [LOCAL     ] Loaded configuration for LNZA: 5 features, N/A% accuracy
[2026-01-14T20:36:28.500212] [INFO ] [LOCAL     ] LNZA: Loaded 5 optimal features with 47.77% confidence from JSON config
[2026-01-14T20:36:28.500243] [DEBUG] [MAG       ] Building data for symbol: LNZA with lookback: 0
[2026-01-14T20:36:28.501139] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-14T20:36:28.501208] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:28.506247] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-14T20:36:28.507377] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-14T20:36:28.509302] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-14T20:36:28.510432] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-14T20:36:28.511726] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:28.541854] [DEBUG] [MAG       ] VAC: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:28.622307] [DEBUG] [MAG       ] BANX: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:28.662408] [INFO ] [LOCAL     ] VAC: Saved forecast.
[2026-01-14T20:36:28.662477] [INFO ] [main      ] VAC: Signal=1 (Conf=90.0%), Magnitude=-3.04% (Conf=49.6509%)
[2026-01-14T20:36:28.663057] [INFO ] [main      ] Fetching symbol history for ALHC...
[2026-01-14T20:36:28.663109] [DEBUG] [REMOTE    ] ALHC: Fetching historical data.
[2026-01-14T20:36:28.664653] [INFO ] [main      ] Progress: 279/419 forecasts completed (66.6%). VAC finished in 0.6s. ETA: 24.2s. Rate: 347.20 forecasts/min
[2026-01-14T20:36:28.675371] [DEBUG] [REMOTE    ] ALHC: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:28.676397] [DEBUG] [LOCAL     ] Loaded configuration for ALHC: 4 features, N/A% accuracy
[2026-01-14T20:36:28.676452] [INFO ] [LOCAL     ] ALHC: Loaded 4 optimal features with 45.37% confidence from JSON config
[2026-01-14T20:36:28.676484] [DEBUG] [MAG       ] Building data for symbol: ALHC with lookback: 0
[2026-01-14T20:36:28.677317] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-14T20:36:28.677393] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:28.682651] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-14T20:36:28.692622] [INFO ] [LOCAL     ] BANX: Saved forecast.
[2026-01-14T20:36:28.692695] [INFO ] [main      ] BANX: Signal=1 (Conf=90.0%), Magnitude=-2.97% (Conf=56.8894%)
[2026-01-14T20:36:28.693119] [INFO ] [main      ] Fetching symbol history for BXSL...
[2026-01-14T20:36:28.693173] [DEBUG] [REMOTE    ] BXSL: Fetching historical data.
[2026-01-14T20:36:28.693623] [INFO ] [main      ] Progress: 280/419 forecasts completed (66.8%). BANX finished in 0.6s. ETA: 23.9s. Rate: 348.23 forecasts/min
[2026-01-14T20:36:28.705792] [DEBUG] [REMOTE    ] BXSL: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:28.706607] [DEBUG] [LOCAL     ] Loaded configuration for BXSL: 6 features, N/A% accuracy
[2026-01-14T20:36:28.706664] [INFO ] [LOCAL     ] BXSL: Loaded 6 optimal features with 57.43% confidence from JSON config
[2026-01-14T20:36:28.706696] [DEBUG] [MAG       ] Building data for symbol: BXSL with lookback: 0
[2026-01-14T20:36:28.707506] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-14T20:36:28.707593] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:28.712651] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:28.714495] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:36:28.715026] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:36:28.715445] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-14T20:36:28.716710] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-14T20:36:28.725213] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-14T20:36:28.726285] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-14T20:36:28.727505] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:28.828853] [DEBUG] [MAG       ] THQ: Last date is validated at 2026-01-14
[2026-01-14T20:36:28.832089] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:28.860270] [DEBUG] [MAG       ] LNZA: Last date is validated at 2026-01-14
[2026-01-14T20:36:28.997746] [DEBUG] [MAG       ] THQ: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:29.027810] [DEBUG] [MAG       ] LNZA: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:29.063877] [INFO ] [LOCAL     ] THQ: Saved forecast.
[2026-01-14T20:36:29.063955] [INFO ] [main      ] THQ: Signal=1 (Conf=90.0%), Magnitude=0.75% (Conf=55.025%)
[2026-01-14T20:36:29.064367] [INFO ] [main      ] Progress: 281/419 forecasts completed (67.1%). THQ finished in 0.7s. ETA: 23.9s. Rate: 346.81 forecasts/min
[2026-01-14T20:36:29.064503] [INFO ] [main      ] Fetching symbol history for SQQQ...
[2026-01-14T20:36:29.064550] [DEBUG] [REMOTE    ] SQQQ: Fetching historical data.
[2026-01-14T20:36:29.075829] [DEBUG] [REMOTE    ] SQQQ: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:29.076780] [DEBUG] [LOCAL     ] Loaded configuration for SQQQ: 4 features, N/A% accuracy
[2026-01-14T20:36:29.076842] [INFO ] [LOCAL     ] SQQQ: Loaded 4 optimal features with 51.41% confidence from JSON config
[2026-01-14T20:36:29.076889] [DEBUG] [MAG       ] Building data for symbol: SQQQ with lookback: 0
[2026-01-14T20:36:29.077772] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-14T20:36:29.077834] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:29.082904] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:29.084815] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:36:29.085306] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-14T20:36:29.087017] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:29.120926] [DEBUG] [MAG       ] ALHC: Last date is validated at 2026-01-14
[2026-01-14T20:36:29.184044] [DEBUG] [MAG       ] BXSL: Last date is validated at 2026-01-14
[2026-01-14T20:36:29.288074] [DEBUG] [MAG       ] ALHC: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:29.319930] [INFO ] [LOCAL     ] LNZA: Saved forecast.
[2026-01-14T20:36:29.320001] [INFO ] [main      ] LNZA: Signal=1 (Conf=90.0%), Magnitude=-12.59% (Conf=47.7651%)
[2026-01-14T20:36:29.320361] [INFO ] [main      ] Fetching symbol history for MODG...
[2026-01-14T20:36:29.320747] [DEBUG] [REMOTE    ] MODG: Fetching historical data.
[2026-01-14T20:36:29.322665] [INFO ] [main      ] Progress: 282/419 forecasts completed (67.3%). LNZA finished in 0.8s. ETA: 23.7s. Rate: 346.21 forecasts/min
[2026-01-14T20:36:29.331559] [DEBUG] [REMOTE    ] MODG: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:29.333286] [DEBUG] [LOCAL     ] Loaded configuration for MODG: 5 features, N/A% accuracy
[2026-01-14T20:36:29.333340] [INFO ] [LOCAL     ] MODG: Loaded 5 optimal features with 62.54% confidence from JSON config
[2026-01-14T20:36:29.333372] [DEBUG] [MAG       ] Building data for symbol: MODG with lookback: 0
[2026-01-14T20:36:29.334167] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-14T20:36:29.334230] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:29.335935] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:36:29.336436] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:36:29.336851] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-14T20:36:29.354355] [DEBUG] [MAG       ] BXSL: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:29.367681] [INFO ] [LOCAL     ] ALHC: Saved forecast.
[2026-01-14T20:36:29.367759] [INFO ] [main      ] ALHC: Signal=1 (Conf=90.0%), Magnitude=-0.44% (Conf=45.3705%)
[2026-01-14T20:36:29.368105] [INFO ] [main      ] Fetching symbol history for CDC...
[2026-01-14T20:36:29.368157] [DEBUG] [REMOTE    ] CDC: Fetching historical data.
[2026-01-14T20:36:29.368635] [INFO ] [main      ] Progress: 283/419 forecasts completed (67.5%). ALHC finished in 0.7s. ETA: 23.5s. Rate: 347.11 forecasts/min
[2026-01-14T20:36:29.379492] [DEBUG] [REMOTE    ] CDC: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:29.380150] [DEBUG] [LOCAL     ] Loaded configuration for CDC: 1 features, N/A% accuracy
[2026-01-14T20:36:29.380205] [INFO ] [LOCAL     ] CDC: Loaded 1 optimal features with 46.17% confidence from JSON config
[2026-01-14T20:36:29.380237] [DEBUG] [MAG       ] Building data for symbol: CDC with lookback: 0
[2026-01-14T20:36:29.381208] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-14T20:36:29.381267] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-14T20:36:29.382188] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:29.385547] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-14T20:36:29.388661] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:29.428300] [INFO ] [LOCAL     ] BXSL: Saved forecast.
[2026-01-14T20:36:29.428370] [INFO ] [main      ] BXSL: Signal=1 (Conf=90.0%), Magnitude=0.21% (Conf=57.4301%)
[2026-01-14T20:36:29.428867] [INFO ] [main      ] Fetching symbol history for WOOD...
[2026-01-14T20:36:29.428919] [DEBUG] [REMOTE    ] WOOD: Fetching historical data.
[2026-01-14T20:36:29.429667] [INFO ] [main      ] Progress: 284/419 forecasts completed (67.8%). BXSL finished in 0.7s. ETA: 23.3s. Rate: 347.90 forecasts/min
[2026-01-14T20:36:29.430942] [DEBUG] [MAG       ] SQQQ: Last date is validated at 2026-01-14
[2026-01-14T20:36:29.439648] [DEBUG] [REMOTE    ] WOOD: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:29.440412] [DEBUG] [LOCAL     ] Loaded configuration for WOOD: 10 features, N/A% accuracy
[2026-01-14T20:36:29.440479] [INFO ] [LOCAL     ] WOOD: Loaded 10 optimal features with 55.00% confidence from JSON config
[2026-01-14T20:36:29.440512] [DEBUG] [MAG       ] Building data for symbol: WOOD with lookback: 0
[2026-01-14T20:36:29.441296] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2026-01-14T20:36:29.441361] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-14T20:36:29.443016] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-14T20:36:29.445060] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-14T20:36:29.459962] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:29.461758] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:36:29.462241] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-14T20:36:29.463316] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-14T20:36:29.465222] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-14T20:36:29.466393] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-14T20:36:29.467267] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-14T20:36:29.468726] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:29.600437] [DEBUG] [MAG       ] SQQQ: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:29.723656] [DEBUG] [MAG       ] CDC: Last date is validated at 2026-01-14
[2026-01-14T20:36:29.745298] [DEBUG] [MAG       ] MODG: Last date is validated at 2026-01-14
[2026-01-14T20:36:29.755610] [INFO ] [LOCAL     ] SQQQ: Saved forecast.
[2026-01-14T20:36:29.755680] [INFO ] [main      ] SQQQ: Signal=1 (Conf=90.0%), Magnitude=9.94% (Conf=51.4083%)
[2026-01-14T20:36:29.755841] [INFO ] [main      ] Fetching symbol history for GFI...
[2026-01-14T20:36:29.755884] [DEBUG] [REMOTE    ] GFI: Fetching historical data.
[2026-01-14T20:36:29.757080] [INFO ] [main      ] Progress: 285/419 forecasts completed (68.0%). SQQQ finished in 0.7s. ETA: 23.2s. Rate: 346.81 forecasts/min
[2026-01-14T20:36:29.767866] [DEBUG] [REMOTE    ] GFI: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:29.768716] [DEBUG] [LOCAL     ] Loaded configuration for GFI: 1 features, N/A% accuracy
[2026-01-14T20:36:29.768772] [INFO ] [LOCAL     ] GFI: Loaded 1 optimal features with 44.61% confidence from JSON config
[2026-01-14T20:36:29.768805] [DEBUG] [MAG       ] Building data for symbol: GFI with lookback: 0
[2026-01-14T20:36:29.769602] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-14T20:36:29.769661] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-14T20:36:29.770526] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:29.826802] [DEBUG] [MAG       ] WOOD: Last date is validated at 2026-01-14
[2026-01-14T20:36:29.925791] [DEBUG] [MAG       ] MODG: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:29.926496] [DEBUG] [MAG       ] CDC: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:30.011917] [INFO ] [LOCAL     ] MODG: Saved forecast.
[2026-01-14T20:36:30.012015] [INFO ] [main      ] MODG: Signal=1 (Conf=90.0%), Magnitude=5.07% (Conf=62.5386%)
[2026-01-14T20:36:30.012494] [INFO ] [main      ] Fetching symbol history for MNY...
[2026-01-14T20:36:30.012563] [DEBUG] [REMOTE    ] MNY: Fetching historical data.
[2026-01-14T20:36:30.012689] [INFO ] [main      ] Progress: 286/419 forecasts completed (68.3%). MODG finished in 0.7s. ETA: 23.0s. Rate: 346.23 forecasts/min
[2026-01-14T20:36:30.022230] [INFO ] [LOCAL     ] CDC: Saved forecast.
[2026-01-14T20:36:30.022328] [INFO ] [main      ] CDC: Signal=1 (Conf=90.0%), Magnitude=0.67% (Conf=46.1732%)
[2026-01-14T20:36:30.022886] [INFO ] [main      ] Fetching symbol history for XENE...
[2026-01-14T20:36:30.022954] [DEBUG] [REMOTE    ] XENE: Fetching historical data.
[2026-01-14T20:36:30.023276] [DEBUG] [MAG       ] WOOD: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:30.023691] [INFO ] [main      ] Progress: 287/419 forecasts completed (68.5%). CDC finished in 0.7s. ETA: 22.8s. Rate: 347.36 forecasts/min
[2026-01-14T20:36:30.025946] [DEBUG] [REMOTE    ] MNY: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:30.026964] [DEBUG] [LOCAL     ] Loaded configuration for MNY: 1 features, N/A% accuracy
[2026-01-14T20:36:30.027023] [INFO ] [LOCAL     ] MNY: Loaded 1 optimal features with 47.23% confidence from JSON config
[2026-01-14T20:36:30.027057] [DEBUG] [MAG       ] Building data for symbol: MNY with lookback: 0
[2026-01-14T20:36:30.028211] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-14T20:36:30.028287] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:30.035266] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:30.037248] [DEBUG] [REMOTE    ] XENE: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:30.038341] [DEBUG] [LOCAL     ] Loaded configuration for XENE: 4 features, N/A% accuracy
[2026-01-14T20:36:30.038419] [INFO ] [LOCAL     ] XENE: Loaded 4 optimal features with 60.93% confidence from JSON config
[2026-01-14T20:36:30.038467] [DEBUG] [MAG       ] Building data for symbol: XENE with lookback: 0
[2026-01-14T20:36:30.039634] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-14T20:36:30.039718] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:30.042127] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:36:30.042847] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:36:30.043354] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-14T20:36:30.046617] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:30.209056] [DEBUG] [MAG       ] GFI: Last date is validated at 2026-01-14
[2026-01-14T20:36:30.277474] [INFO ] [LOCAL     ] WOOD: Saved forecast.
[2026-01-14T20:36:30.277601] [INFO ] [main      ] WOOD: Signal=1 (Conf=90.0%), Magnitude=0.91% (Conf=54.9979%)
[2026-01-14T20:36:30.278165] [INFO ] [main      ] Fetching symbol history for UNMA...
[2026-01-14T20:36:30.278241] [DEBUG] [REMOTE    ] UNMA: Fetching historical data.
[2026-01-14T20:36:30.280682] [INFO ] [main      ] Progress: 288/419 forecasts completed (68.7%). WOOD finished in 0.8s. ETA: 22.7s. Rate: 346.78 forecasts/min
[2026-01-14T20:36:30.297880] [DEBUG] [REMOTE    ] UNMA: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:30.306217] [DEBUG] [LOCAL     ] Loaded configuration for UNMA: 6 features, N/A% accuracy
[2026-01-14T20:36:30.306398] [INFO ] [LOCAL     ] UNMA: Loaded 6 optimal features with 64.70% confidence from JSON config
[2026-01-14T20:36:30.306442] [DEBUG] [MAG       ] Building data for symbol: UNMA with lookback: 0
[2026-01-14T20:36:30.308077] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-14T20:36:30.308180] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:30.310740] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:36:30.311550] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:36:30.312166] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-14T20:36:30.314424] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-14T20:36:30.317695] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2026-01-14T20:36:30.321244] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:30.463321] [DEBUG] [MAG       ] GFI: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:30.527276] [DEBUG] [MAG       ] MNY: Last date is validated at 2026-01-14
[2026-01-14T20:36:30.547458] [DEBUG] [MAG       ] XENE: Last date is validated at 2026-01-14
[2026-01-14T20:36:30.583795] [INFO ] [LOCAL     ] GFI: Saved forecast.
[2026-01-14T20:36:30.583884] [INFO ] [main      ] GFI: Signal=1 (Conf=90.0%), Magnitude=4.78% (Conf=44.6077%)
[2026-01-14T20:36:30.584515] [INFO ] [main      ] Fetching symbol history for S...
[2026-01-14T20:36:30.584570] [DEBUG] [REMOTE    ] S: Fetching historical data.
[2026-01-14T20:36:30.585009] [INFO ] [main      ] Progress: 289/419 forecasts completed (69.0%). GFI finished in 0.8s. ETA: 22.6s. Rate: 345.87 forecasts/min
[2026-01-14T20:36:30.602437] [DEBUG] [REMOTE    ] S: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:30.607681] [DEBUG] [LOCAL     ] Loaded configuration for S: 6 features, N/A% accuracy
[2026-01-14T20:36:30.607880] [INFO ] [LOCAL     ] S: Loaded 6 optimal features with 63.38% confidence from JSON config
[2026-01-14T20:36:30.607940] [DEBUG] [MAG       ] Building data for symbol: S with lookback: 0
[2026-01-14T20:36:30.609677] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-14T20:36:30.609773] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:30.617897] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:30.621087] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:36:30.621889] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:36:30.622546] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:36:30.623172] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-14T20:36:30.624889] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:30.784593] [DEBUG] [MAG       ] MNY: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:30.821683] [DEBUG] [MAG       ] XENE: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:30.863179] [INFO ] [LOCAL     ] MNY: Saved forecast.
[2026-01-14T20:36:30.863276] [INFO ] [main      ] MNY: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=47.227%)
[2026-01-14T20:36:30.863810] [INFO ] [main      ] Fetching symbol history for EMN...
[2026-01-14T20:36:30.863881] [DEBUG] [REMOTE    ] EMN: Fetching historical data.
[2026-01-14T20:36:30.864692] [INFO ] [main      ] Progress: 290/419 forecasts completed (69.2%). MNY finished in 0.9s. ETA: 22.4s. Rate: 345.14 forecasts/min
[2026-01-14T20:36:30.878892] [DEBUG] [REMOTE    ] EMN: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:30.880073] [DEBUG] [LOCAL     ] Loaded configuration for EMN: 4 features, N/A% accuracy
[2026-01-14T20:36:30.880150] [INFO ] [LOCAL     ] EMN: Loaded 4 optimal features with 54.55% confidence from JSON config
[2026-01-14T20:36:30.880192] [DEBUG] [MAG       ] Building data for symbol: EMN with lookback: 0
[2026-01-14T20:36:30.881520] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-14T20:36:30.881473] [DEBUG] [MAG       ] UNMA: Last date is validated at 2026-01-14
[2026-01-14T20:36:30.881651] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:30.889519] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:30.892523] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:36:30.893321] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:36:30.893924] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:30.946684] [INFO ] [LOCAL     ] XENE: Saved forecast.
[2026-01-14T20:36:30.946763] [INFO ] [main      ] XENE: Signal=1 (Conf=90.0%), Magnitude=1.73% (Conf=60.9251%)
[2026-01-14T20:36:30.946942] [INFO ] [main      ] Fetching symbol history for ARDX...
[2026-01-14T20:36:30.946988] [DEBUG] [REMOTE    ] ARDX: Fetching historical data.
[2026-01-14T20:36:30.948901] [INFO ] [main      ] Progress: 291/419 forecasts completed (69.5%). XENE finished in 0.9s. ETA: 22.2s. Rate: 345.75 forecasts/min
[2026-01-14T20:36:30.959801] [DEBUG] [REMOTE    ] ARDX: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:30.961319] [DEBUG] [LOCAL     ] Loaded configuration for ARDX: 6 features, N/A% accuracy
[2026-01-14T20:36:30.961402] [INFO ] [LOCAL     ] ARDX: Loaded 6 optimal features with 52.98% confidence from JSON config
[2026-01-14T20:36:30.961437] [DEBUG] [MAG       ] Building data for symbol: ARDX with lookback: 0
[2026-01-14T20:36:30.962411] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-14T20:36:30.962478] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:30.968603] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:30.970813] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:36:30.971367] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:36:30.971804] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-14T20:36:30.972964] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-14T20:36:30.974538] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:31.122217] [DEBUG] [MAG       ] UNMA: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:31.131974] [DEBUG] [MAG       ] S: Last date is validated at 2026-01-14
[2026-01-14T20:36:31.191212] [INFO ] [LOCAL     ] UNMA: Saved forecast.
[2026-01-14T20:36:31.191285] [INFO ] [main      ] UNMA: Signal=1 (Conf=90.0%), Magnitude=0.35% (Conf=64.7029%)
[2026-01-14T20:36:31.191682] [INFO ] [main      ] Progress: 292/419 forecasts completed (69.7%). UNMA finished in 0.9s. ETA: 22.1s. Rate: 345.28 forecasts/min
[2026-01-14T20:36:31.191816] [INFO ] [main      ] Fetching symbol history for RCI...
[2026-01-14T20:36:31.191861] [DEBUG] [REMOTE    ] RCI: Fetching historical data.
[2026-01-14T20:36:31.206139] [DEBUG] [REMOTE    ] RCI: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:31.207404] [DEBUG] [LOCAL     ] Loaded configuration for RCI: 2 features, N/A% accuracy
[2026-01-14T20:36:31.207464] [INFO ] [LOCAL     ] RCI: Loaded 2 optimal features with 50.09% confidence from JSON config
[2026-01-14T20:36:31.207497] [DEBUG] [MAG       ] Building data for symbol: RCI with lookback: 0
[2026-01-14T20:36:31.208474] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-14T20:36:31.208546] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:31.214511] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-14T20:36:31.216259] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:31.299438] [DEBUG] [MAG       ] EMN: Last date is validated at 2026-01-14
[2026-01-14T20:36:31.321424] [DEBUG] [MAG       ] S: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:31.346483] [DEBUG] [MAG       ] ARDX: Last date is validated at 2026-01-14
[2026-01-14T20:36:31.400568] [INFO ] [LOCAL     ] S: Saved forecast.
[2026-01-14T20:36:31.400661] [INFO ] [main      ] S: Signal=1 (Conf=90.0%), Magnitude=0.21% (Conf=63.3835%)
[2026-01-14T20:36:31.401137] [INFO ] [main      ] Fetching symbol history for SHIP...
[2026-01-14T20:36:31.401191] [DEBUG] [REMOTE    ] SHIP: Fetching historical data.
[2026-01-14T20:36:31.401680] [INFO ] [main      ] Progress: 293/419 forecasts completed (69.9%). S finished in 0.8s. ETA: 21.9s. Rate: 345.03 forecasts/min
[2026-01-14T20:36:31.414942] [DEBUG] [REMOTE    ] SHIP: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:31.415918] [DEBUG] [LOCAL     ] Loaded configuration for SHIP: 6 features, N/A% accuracy
[2026-01-14T20:36:31.415995] [INFO ] [LOCAL     ] SHIP: Loaded 6 optimal features with 40.82% confidence from JSON config
[2026-01-14T20:36:31.416047] [DEBUG] [MAG       ] Building data for symbol: SHIP with lookback: 0
[2026-01-14T20:36:31.417193] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-14T20:36:31.417290] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:31.424363] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-14T20:36:31.478923] [DEBUG] [MAG       ] EMN: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:31.481248] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-14T20:36:31.482720] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-14T20:36:31.483682] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-14T20:36:31.484620] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-14T20:36:31.486539] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:31.523430] [DEBUG] [MAG       ] ARDX: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:31.584199] [INFO ] [LOCAL     ] EMN: Saved forecast.
[2026-01-14T20:36:31.584272] [INFO ] [main      ] EMN: Signal=1 (Conf=90.0%), Magnitude=-5.40% (Conf=54.5505%)
[2026-01-14T20:36:31.584674] [INFO ] [main      ] Fetching symbol history for PSN...
[2026-01-14T20:36:31.584728] [DEBUG] [REMOTE    ] PSN: Fetching historical data.
[2026-01-14T20:36:31.585661] [INFO ] [main      ] Progress: 294/419 forecasts completed (70.2%). EMN finished in 0.7s. ETA: 21.7s. Rate: 344.97 forecasts/min
[2026-01-14T20:36:31.597595] [DEBUG] [REMOTE    ] PSN: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:31.598588] [DEBUG] [LOCAL     ] Loaded configuration for PSN: 4 features, N/A% accuracy
[2026-01-14T20:36:31.598650] [INFO ] [LOCAL     ] PSN: Loaded 4 optimal features with 61.67% confidence from JSON config
[2026-01-14T20:36:31.598684] [DEBUG] [MAG       ] Building data for symbol: PSN with lookback: 0
[2026-01-14T20:36:31.599567] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-14T20:36:31.599846] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-14T20:36:31.601020] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-14T20:36:31.601890] [INFO ] [LOCAL     ] ARDX: Saved forecast.
[2026-01-14T20:36:31.602152] [INFO ] [main      ] ARDX: Signal=1 (Conf=90.0%), Magnitude=-1.51% (Conf=52.9801%)
[2026-01-14T20:36:31.602314] [INFO ] [main      ] Fetching symbol history for SNN...
[2026-01-14T20:36:31.602358] [DEBUG] [REMOTE    ] SNN: Fetching historical data.
[2026-01-14T20:36:31.602236] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-14T20:36:31.603658] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-14T20:36:31.603657] [INFO ] [main      ] Progress: 295/419 forecasts completed (70.4%). ARDX finished in 0.7s. ETA: 21.5s. Rate: 346.02 forecasts/min
[2026-01-14T20:36:31.606290] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:31.608948] [DEBUG] [MAG       ] RCI: Last date is validated at 2026-01-14
[2026-01-14T20:36:31.613560] [DEBUG] [REMOTE    ] SNN: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:31.614645] [DEBUG] [LOCAL     ] Loaded configuration for SNN: 7 features, N/A% accuracy
[2026-01-14T20:36:31.614699] [INFO ] [LOCAL     ] SNN: Loaded 7 optimal features with 38.70% confidence from JSON config
[2026-01-14T20:36:31.614730] [DEBUG] [MAG       ] Building data for symbol: SNN with lookback: 0
[2026-01-14T20:36:31.615532] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-14T20:36:31.615623] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:31.620616] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-14T20:36:31.660006] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-14T20:36:31.661071] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-14T20:36:31.661742] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-14T20:36:31.663538] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-14T20:36:31.665561] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-14T20:36:31.666297] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:31.800262] [DEBUG] [MAG       ] RCI: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:31.834590] [DEBUG] [MAG       ] SHIP: Last date is validated at 2026-01-14
[2026-01-14T20:36:31.874100] [INFO ] [LOCAL     ] RCI: Saved forecast.
[2026-01-14T20:36:31.874170] [INFO ] [main      ] RCI: Signal=1 (Conf=90.0%), Magnitude=3.61% (Conf=50.0943%)
[2026-01-14T20:36:31.874501] [INFO ] [main      ] Fetching symbol history for FTI...
[2026-01-14T20:36:31.874551] [DEBUG] [REMOTE    ] FTI: Fetching historical data.
[2026-01-14T20:36:31.875487] [INFO ] [main      ] Progress: 296/419 forecasts completed (70.6%). RCI finished in 0.7s. ETA: 21.4s. Rate: 345.36 forecasts/min
[2026-01-14T20:36:31.888533] [DEBUG] [REMOTE    ] FTI: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:31.889497] [DEBUG] [LOCAL     ] Loaded configuration for FTI: 8 features, N/A% accuracy
[2026-01-14T20:36:31.889557] [INFO ] [LOCAL     ] FTI: Loaded 8 optimal features with 57.43% confidence from JSON config
[2026-01-14T20:36:31.889609] [DEBUG] [MAG       ] Building data for symbol: FTI with lookback: 0
[2026-01-14T20:36:31.890485] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-14T20:36:31.890554] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:31.895640] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:31.897601] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:36:31.898173] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:36:31.898601] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-14T20:36:31.899557] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-14T20:36:31.989651] [DEBUG] [MAG       ] PSN: Last date is validated at 2026-01-14
[2026-01-14T20:36:32.020015] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-14T20:36:32.020422] [DEBUG] [MAG       ] SNN: Last date is validated at 2026-01-14
[2026-01-14T20:36:32.021710] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-14T20:36:32.022734] [DEBUG] [MAG       ] SHIP: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:32.024822] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:32.165289] [INFO ] [LOCAL     ] SHIP: Saved forecast.
[2026-01-14T20:36:32.165364] [INFO ] [main      ] SHIP: Signal=1 (Conf=90.0%), Magnitude=0.05% (Conf=40.8216%)
[2026-01-14T20:36:32.165743] [INFO ] [main      ] Fetching symbol history for DHX...
[2026-01-14T20:36:32.165797] [DEBUG] [REMOTE    ] DHX: Fetching historical data.
[2026-01-14T20:36:32.166679] [INFO ] [main      ] Progress: 297/419 forecasts completed (70.9%). SHIP finished in 0.8s. ETA: 21.2s. Rate: 344.57 forecasts/min
[2026-01-14T20:36:32.169517] [DEBUG] [MAG       ] PSN: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:32.177593] [DEBUG] [REMOTE    ] DHX: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:32.178553] [DEBUG] [LOCAL     ] Loaded configuration for DHX: 6 features, N/A% accuracy
[2026-01-14T20:36:32.178628] [INFO ] [LOCAL     ] DHX: Loaded 6 optimal features with 44.36% confidence from JSON config
[2026-01-14T20:36:32.178661] [DEBUG] [MAG       ] Building data for symbol: DHX with lookback: 0
[2026-01-14T20:36:32.179755] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-14T20:36:32.179819] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:32.182094] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:36:32.182647] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-14T20:36:32.186337] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-14T20:36:32.189240] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-14T20:36:32.201063] [DEBUG] [MAG       ] SNN: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:32.211096] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2026-01-14T20:36:32.214590] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:32.293816] [INFO ] [LOCAL     ] PSN: Saved forecast.
[2026-01-14T20:36:32.293889] [INFO ] [main      ] PSN: Signal=1 (Conf=90.0%), Magnitude=3.04% (Conf=61.672%)
[2026-01-14T20:36:32.294256] [INFO ] [main      ] Fetching symbol history for AIG...
[2026-01-14T20:36:32.294309] [DEBUG] [REMOTE    ] AIG: Fetching historical data.
[2026-01-14T20:36:32.295659] [INFO ] [main      ] Progress: 298/419 forecasts completed (71.1%). PSN finished in 0.7s. ETA: 21.1s. Rate: 344.87 forecasts/min
[2026-01-14T20:36:32.295720] [INFO ] [LOCAL     ] SNN: Saved forecast.
[2026-01-14T20:36:32.295809] [INFO ] [main      ] SNN: Signal=1 (Conf=90.0%), Magnitude=0.69% (Conf=38.7013%)
[2026-01-14T20:36:32.296227] [INFO ] [main      ] Fetching symbol history for AMPX...
[2026-01-14T20:36:32.296280] [DEBUG] [REMOTE    ] AMPX: Fetching historical data.
[2026-01-14T20:36:32.296619] [INFO ] [main      ] Progress: 299/419 forecasts completed (71.4%). SNN finished in 0.7s. ETA: 20.8s. Rate: 346.02 forecasts/min
[2026-01-14T20:36:32.306421] [DEBUG] [REMOTE    ] AIG: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:32.307667] [DEBUG] [LOCAL     ] Loaded configuration for AIG: 10 features, N/A% accuracy
[2026-01-14T20:36:32.307724] [INFO ] [LOCAL     ] AIG: Loaded 10 optimal features with 58.64% confidence from JSON config
[2026-01-14T20:36:32.307757] [DEBUG] [MAG       ] Building data for symbol: AIG with lookback: 0
[2026-01-14T20:36:32.307952] [DEBUG] [REMOTE    ] AMPX: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:32.308671] [DEBUG] [LOCAL     ] Loaded configuration for AMPX: 7 features, N/A% accuracy
[2026-01-14T20:36:32.308725] [INFO ] [LOCAL     ] AMPX: Loaded 7 optimal features with 55.49% confidence from JSON config
[2026-01-14T20:36:32.308571] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2026-01-14T20:36:32.308759] [DEBUG] [MAG       ] Building data for symbol: AMPX with lookback: 0
[2026-01-14T20:36:32.308804] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-14T20:36:32.309545] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-14T20:36:32.309632] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:32.311660] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-14T20:36:32.311771] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:36:32.312298] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:36:32.312702] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-14T20:36:32.312792] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:36:32.313200] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-14T20:36:32.314900] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-14T20:36:32.317058] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-14T20:36:32.318710] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:32.382106] [DEBUG] [MAG       ] FTI: Last date is validated at 2026-01-14
[2026-01-14T20:36:32.390512] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-14T20:36:32.395109] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-14T20:36:32.396327] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2026-01-14T20:36:32.398421] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:32.400082] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:36:32.400553] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-14T20:36:32.401676] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-14T20:36:32.404071] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:32.554087] [DEBUG] [MAG       ] FTI: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:32.577088] [DEBUG] [MAG       ] DHX: Last date is validated at 2026-01-14
[2026-01-14T20:36:32.651659] [INFO ] [LOCAL     ] FTI: Saved forecast.
[2026-01-14T20:36:32.651728] [INFO ] [main      ] FTI: Signal=1 (Conf=90.0%), Magnitude=0.82% (Conf=57.4262%)
[2026-01-14T20:36:32.651886] [INFO ] [main      ] Fetching symbol history for SFNC...
[2026-01-14T20:36:32.651930] [DEBUG] [REMOTE    ] SFNC: Fetching historical data.
[2026-01-14T20:36:32.652863] [INFO ] [main      ] Progress: 300/419 forecasts completed (71.6%). FTI finished in 0.8s. ETA: 20.7s. Rate: 344.81 forecasts/min
[2026-01-14T20:36:32.659426] [DEBUG] [MAG       ] AMPX: Last date is validated at 2026-01-14
[2026-01-14T20:36:32.663639] [DEBUG] [REMOTE    ] SFNC: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:32.664541] [DEBUG] [LOCAL     ] Loaded configuration for SFNC: 1 features, N/A% accuracy
[2026-01-14T20:36:32.664614] [INFO ] [LOCAL     ] SFNC: Loaded 1 optimal features with 51.74% confidence from JSON config
[2026-01-14T20:36:32.664648] [DEBUG] [MAG       ] Building data for symbol: SFNC with lookback: 0
[2026-01-14T20:36:32.665401] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-14T20:36:32.665459] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-14T20:36:32.666190] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:32.747267] [DEBUG] [MAG       ] AIG: Last date is validated at 2026-01-14
[2026-01-14T20:36:32.761135] [DEBUG] [MAG       ] DHX: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:32.825290] [INFO ] [LOCAL     ] DHX: Saved forecast.
[2026-01-14T20:36:32.825358] [INFO ] [main      ] DHX: Signal=1 (Conf=90.0%), Magnitude=-0.70% (Conf=44.3582%)
[2026-01-14T20:36:32.825540] [INFO ] [main      ] Fetching symbol history for PSCE...
[2026-01-14T20:36:32.825612] [DEBUG] [REMOTE    ] PSCE: Fetching historical data.
[2026-01-14T20:36:32.825863] [INFO ] [main      ] Progress: 301/419 forecasts completed (71.8%). DHX finished in 0.7s. ETA: 20.5s. Rate: 344.82 forecasts/min
[2026-01-14T20:36:32.829532] [DEBUG] [MAG       ] AMPX: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:32.836254] [DEBUG] [REMOTE    ] PSCE: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:32.837130] [DEBUG] [LOCAL     ] Loaded configuration for PSCE: 4 features, N/A% accuracy
[2026-01-14T20:36:32.837182] [INFO ] [LOCAL     ] PSCE: Loaded 4 optimal features with 59.13% confidence from JSON config
[2026-01-14T20:36:32.837213] [DEBUG] [MAG       ] Building data for symbol: PSCE with lookback: 0
[2026-01-14T20:36:32.838200] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-14T20:36:32.838260] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:32.840099] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:36:32.840635] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:36:32.841028] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-14T20:36:32.842247] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:32.906494] [INFO ] [LOCAL     ] AMPX: Saved forecast.
[2026-01-14T20:36:32.906565] [INFO ] [main      ] AMPX: Signal=1 (Conf=90.0%), Magnitude=13.37% (Conf=55.49%)
[2026-01-14T20:36:32.906789] [INFO ] [main      ] Fetching symbol history for MEI...
[2026-01-14T20:36:32.906839] [DEBUG] [REMOTE    ] MEI: Fetching historical data.
[2026-01-14T20:36:32.908091] [INFO ] [main      ] Progress: 302/419 forecasts completed (72.1%). AMPX finished in 0.6s. ETA: 20.3s. Rate: 345.42 forecasts/min
[2026-01-14T20:36:32.919133] [DEBUG] [REMOTE    ] MEI: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:32.920731] [DEBUG] [LOCAL     ] Loaded configuration for MEI: 5 features, N/A% accuracy
[2026-01-14T20:36:32.920785] [INFO ] [LOCAL     ] MEI: Loaded 5 optimal features with 64.79% confidence from JSON config
[2026-01-14T20:36:32.920827] [DEBUG] [MAG       ] Building data for symbol: MEI with lookback: 0
[2026-01-14T20:36:32.921637] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-14T20:36:32.921699] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-14T20:36:32.923681] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:32.924966] [DEBUG] [MAG       ] AIG: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:32.925713] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:36:32.926348] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-14T20:36:32.927735] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-14T20:36:32.929949] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:33.012659] [DEBUG] [MAG       ] SFNC: Last date is validated at 2026-01-14
[2026-01-14T20:36:33.030167] [INFO ] [LOCAL     ] AIG: Saved forecast.
[2026-01-14T20:36:33.030238] [INFO ] [main      ] AIG: Signal=1 (Conf=90.0%), Magnitude=-0.43% (Conf=58.6358%)
[2026-01-14T20:36:33.030602] [INFO ] [main      ] Fetching symbol history for SBRA...
[2026-01-14T20:36:33.030655] [DEBUG] [REMOTE    ] SBRA: Fetching historical data.
[2026-01-14T20:36:33.030657] [INFO ] [main      ] Progress: 303/419 forecasts completed (72.3%). AIG finished in 0.7s. ETA: 20.1s. Rate: 345.76 forecasts/min
[2026-01-14T20:36:33.043115] [DEBUG] [REMOTE    ] SBRA: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:33.043984] [DEBUG] [LOCAL     ] Loaded configuration for SBRA: 3 features, N/A% accuracy
[2026-01-14T20:36:33.044037] [INFO ] [LOCAL     ] SBRA: Loaded 3 optimal features with 46.58% confidence from JSON config
[2026-01-14T20:36:33.044069] [DEBUG] [MAG       ] Building data for symbol: SBRA with lookback: 0
[2026-01-14T20:36:33.045096] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-14T20:36:33.045157] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:33.047079] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:36:33.047619] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-14T20:36:33.048561] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:33.180998] [DEBUG] [MAG       ] SFNC: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:33.183266] [DEBUG] [MAG       ] PSCE: Last date is validated at 2026-01-14
[2026-01-14T20:36:33.243779] [INFO ] [LOCAL     ] SFNC: Saved forecast.
[2026-01-14T20:36:33.243857] [INFO ] [main      ] SFNC: Signal=1 (Conf=90.0%), Magnitude=1.47% (Conf=51.7447%)
[2026-01-14T20:36:33.244252] [INFO ] [main      ] Progress: 304/419 forecasts completed (72.6%). SFNC finished in 0.6s. ETA: 20.0s. Rate: 345.49 forecasts/min
[2026-01-14T20:36:33.244379] [INFO ] [main      ] Fetching symbol history for NVDL...
[2026-01-14T20:36:33.244422] [DEBUG] [REMOTE    ] NVDL: Fetching historical data.
[2026-01-14T20:36:33.255688] [DEBUG] [REMOTE    ] NVDL: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:33.256495] [DEBUG] [LOCAL     ] Loaded configuration for NVDL: 11 features, N/A% accuracy
[2026-01-14T20:36:33.256551] [INFO ] [LOCAL     ] NVDL: Loaded 11 optimal features with 55.66% confidence from JSON config
[2026-01-14T20:36:33.256606] [DEBUG] [MAG       ] Building data for symbol: NVDL with lookback: 0
[2026-01-14T20:36:33.257372] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2026-01-14T20:36:33.257435] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:33.262287] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:33.264069] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:36:33.264541] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:36:33.265037] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-14T20:36:33.279443] [DEBUG] [MAG       ] MEI: Last date is validated at 2026-01-14
[2026-01-14T20:36:33.350323] [DEBUG] [MAG       ] PSCE: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:33.378336] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-14T20:36:33.380715] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-14T20:36:33.382165] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-14T20:36:33.382822] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-14T20:36:33.383503] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-14T20:36:33.389914] [DEBUG] [MAG       ] SBRA: Last date is validated at 2026-01-14
[2026-01-14T20:36:33.402127] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2026-01-14T20:36:33.403825] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:33.434604] [INFO ] [LOCAL     ] PSCE: Saved forecast.
[2026-01-14T20:36:33.434678] [INFO ] [main      ] PSCE: Signal=1 (Conf=90.0%), Magnitude=1.32% (Conf=59.1306%)
[2026-01-14T20:36:33.435138] [INFO ] [main      ] Fetching symbol history for WY...
[2026-01-14T20:36:33.435190] [DEBUG] [REMOTE    ] WY: Fetching historical data.
[2026-01-14T20:36:33.435657] [INFO ] [main      ] Progress: 305/419 forecasts completed (72.8%). PSCE finished in 0.6s. ETA: 19.8s. Rate: 345.38 forecasts/min
[2026-01-14T20:36:33.445987] [DEBUG] [REMOTE    ] WY: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:33.446880] [DEBUG] [LOCAL     ] Loaded configuration for WY: 2 features, N/A% accuracy
[2026-01-14T20:36:33.446938] [INFO ] [LOCAL     ] WY: Loaded 2 optimal features with 59.73% confidence from JSON config
[2026-01-14T20:36:33.446969] [DEBUG] [MAG       ] Building data for symbol: WY with lookback: 0
[2026-01-14T20:36:33.447793] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-14T20:36:33.447852] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:33.453149] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-14T20:36:33.454198] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:33.460146] [DEBUG] [MAG       ] MEI: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:33.534853] [INFO ] [LOCAL     ] MEI: Saved forecast.
[2026-01-14T20:36:33.534923] [INFO ] [main      ] MEI: Signal=1 (Conf=90.0%), Magnitude=-0.63% (Conf=64.7936%)
[2026-01-14T20:36:33.535087] [INFO ] [main      ] Fetching symbol history for PPL...
[2026-01-14T20:36:33.535131] [DEBUG] [REMOTE    ] PPL: Fetching historical data.
[2026-01-14T20:36:33.537714] [INFO ] [main      ] Progress: 306/419 forecasts completed (73.0%). MEI finished in 0.6s. ETA: 19.6s. Rate: 345.84 forecasts/min
[2026-01-14T20:36:33.546348] [DEBUG] [REMOTE    ] PPL: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:33.547332] [DEBUG] [LOCAL     ] Loaded configuration for PPL: 8 features, N/A% accuracy
[2026-01-14T20:36:33.547384] [INFO ] [LOCAL     ] PPL: Loaded 8 optimal features with 51.15% confidence from JSON config
[2026-01-14T20:36:33.547415] [DEBUG] [MAG       ] Building data for symbol: PPL with lookback: 0
[2026-01-14T20:36:33.548241] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-14T20:36:33.548305] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:33.553165] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:33.555152] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:36:33.555674] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:36:33.556077] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-14T20:36:33.556953] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-14T20:36:33.558038] [DEBUG] [MAG       ] SBRA: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:33.559374] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-14T20:36:33.618638] [INFO ] [LOCAL     ] SBRA: Saved forecast.
[2026-01-14T20:36:33.618714] [INFO ] [main      ] SBRA: Signal=1 (Conf=90.0%), Magnitude=0.55% (Conf=46.5768%)
[2026-01-14T20:36:33.619112] [INFO ] [main      ] Fetching symbol history for JCI...
[2026-01-14T20:36:33.619166] [DEBUG] [REMOTE    ] JCI: Fetching historical data.
[2026-01-14T20:36:33.619675] [INFO ] [main      ] Progress: 307/419 forecasts completed (73.3%). SBRA finished in 0.6s. ETA: 19.4s. Rate: 346.44 forecasts/min
[2026-01-14T20:36:33.631223] [DEBUG] [REMOTE    ] JCI: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:33.631988] [DEBUG] [LOCAL     ] Loaded configuration for JCI: 6 features, N/A% accuracy
[2026-01-14T20:36:33.632040] [INFO ] [LOCAL     ] JCI: Loaded 6 optimal features with 57.44% confidence from JSON config
[2026-01-14T20:36:33.632075] [DEBUG] [MAG       ] Building data for symbol: JCI with lookback: 0
[2026-01-14T20:36:33.632929] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-14T20:36:33.632992] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:33.638077] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:33.639946] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:36:33.640421] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-14T20:36:33.642926] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-14T20:36:33.673211] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-14T20:36:33.674509] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:33.682871] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-14T20:36:33.684409] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:33.756761] [DEBUG] [MAG       ] NVDL: Last date is validated at 2026-01-14
[2026-01-14T20:36:33.810309] [DEBUG] [MAG       ] WY: Last date is validated at 2026-01-14
[2026-01-14T20:36:33.935856] [DEBUG] [MAG       ] NVDL: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:33.989346] [DEBUG] [MAG       ] WY: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:34.034760] [DEBUG] [MAG       ] PPL: Last date is validated at 2026-01-14
[2026-01-14T20:36:34.058009] [DEBUG] [MAG       ] JCI: Last date is validated at 2026-01-14
[2026-01-14T20:36:34.063175] [INFO ] [LOCAL     ] WY: Saved forecast.
[2026-01-14T20:36:34.063246] [INFO ] [main      ] WY: Signal=1 (Conf=90.0%), Magnitude=2.18% (Conf=59.7288%)
[2026-01-14T20:36:34.063720] [INFO ] [main      ] Fetching symbol history for FIVN...
[2026-01-14T20:36:34.063772] [DEBUG] [REMOTE    ] FIVN: Fetching historical data.
[2026-01-14T20:36:34.063791] [INFO ] [main      ] Progress: 308/419 forecasts completed (73.5%). WY finished in 0.6s. ETA: 19.3s. Rate: 344.69 forecasts/min
[2026-01-14T20:36:34.077701] [DEBUG] [REMOTE    ] FIVN: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:34.078553] [DEBUG] [LOCAL     ] Loaded configuration for FIVN: 7 features, N/A% accuracy
[2026-01-14T20:36:34.078634] [INFO ] [LOCAL     ] FIVN: Loaded 7 optimal features with 51.55% confidence from JSON config
[2026-01-14T20:36:34.078668] [DEBUG] [MAG       ] Building data for symbol: FIVN with lookback: 0
[2026-01-14T20:36:34.079442] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-14T20:36:34.079504] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:34.082638] [INFO ] [LOCAL     ] NVDL: Saved forecast.
[2026-01-14T20:36:34.082729] [INFO ] [main      ] NVDL: Signal=1 (Conf=90.0%), Magnitude=0.50% (Conf=55.6602%)
[2026-01-14T20:36:34.083206] [INFO ] [main      ] Fetching symbol history for ADC...
[2026-01-14T20:36:34.083277] [DEBUG] [REMOTE    ] ADC: Fetching historical data.
[2026-01-14T20:36:34.084317] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-14T20:36:34.084378] [INFO ] [main      ] Progress: 309/419 forecasts completed (73.7%). NVDL finished in 0.8s. ETA: 19.1s. Rate: 345.68 forecasts/min
[2026-01-14T20:36:34.099376] [DEBUG] [REMOTE    ] ADC: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:34.101007] [DEBUG] [LOCAL     ] Loaded configuration for ADC: 7 features, N/A% accuracy
[2026-01-14T20:36:34.101070] [INFO ] [LOCAL     ] ADC: Loaded 7 optimal features with 61.44% confidence from JSON config
[2026-01-14T20:36:34.101112] [DEBUG] [MAG       ] Building data for symbol: ADC with lookback: 0
[2026-01-14T20:36:34.102152] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-14T20:36:34.102226] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:34.109258] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:34.111678] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:36:34.112283] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:36:34.112795] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-14T20:36:34.115854] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-14T20:36:34.124974] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-14T20:36:34.126367] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-14T20:36:34.127514] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2026-01-14T20:36:34.128773] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2026-01-14T20:36:34.132469] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-14T20:36:34.134324] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:34.210259] [DEBUG] [MAG       ] PPL: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:34.228370] [DEBUG] [MAG       ] JCI: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:34.233638] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-14T20:36:34.235320] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:34.298377] [INFO ] [LOCAL     ] PPL: Saved forecast.
[2026-01-14T20:36:34.298463] [INFO ] [main      ] PPL: Signal=1 (Conf=90.0%), Magnitude=2.55% (Conf=51.1453%)
[2026-01-14T20:36:34.298687] [INFO ] [main      ] Fetching symbol history for FOF...
[2026-01-14T20:36:34.298745] [DEBUG] [REMOTE    ] FOF: Fetching historical data.
[2026-01-14T20:36:34.299882] [INFO ] [main      ] Progress: 310/419 forecasts completed (74.0%). PPL finished in 0.8s. ETA: 18.9s. Rate: 345.41 forecasts/min
[2026-01-14T20:36:34.310926] [DEBUG] [REMOTE    ] FOF: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:34.312082] [DEBUG] [LOCAL     ] Loaded configuration for FOF: 8 features, N/A% accuracy
[2026-01-14T20:36:34.312142] [INFO ] [LOCAL     ] FOF: Loaded 8 optimal features with 54.41% confidence from JSON config
[2026-01-14T20:36:34.312175] [DEBUG] [MAG       ] Building data for symbol: FOF with lookback: 0
[2026-01-14T20:36:34.313093] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-14T20:36:34.313159] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:34.318169] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-14T20:36:34.318952] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-14T20:36:34.320610] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:34.322494] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:36:34.323115] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-14T20:36:34.324341] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-14T20:36:34.326422] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2026-01-14T20:36:34.332286] [INFO ] [LOCAL     ] JCI: Saved forecast.
[2026-01-14T20:36:34.332357] [INFO ] [main      ] JCI: Signal=1 (Conf=90.0%), Magnitude=-3.75% (Conf=57.4358%)
[2026-01-14T20:36:34.332507] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:34.332755] [INFO ] [main      ] Fetching symbol history for UNP...
[2026-01-14T20:36:34.332807] [DEBUG] [REMOTE    ] UNP: Fetching historical data.
[2026-01-14T20:36:34.333633] [INFO ] [main      ] Progress: 311/419 forecasts completed (74.2%). JCI finished in 0.7s. ETA: 18.7s. Rate: 346.30 forecasts/min
[2026-01-14T20:36:34.344313] [DEBUG] [REMOTE    ] UNP: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:34.345318] [DEBUG] [LOCAL     ] Loaded configuration for UNP: 9 features, N/A% accuracy
[2026-01-14T20:36:34.345370] [INFO ] [LOCAL     ] UNP: Loaded 9 optimal features with 69.86% confidence from JSON config
[2026-01-14T20:36:34.345401] [DEBUG] [MAG       ] Building data for symbol: UNP with lookback: 0
[2026-01-14T20:36:34.346201] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-14T20:36:34.346266] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:34.351093] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:34.352889] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:36:34.353362] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:36:34.353823] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:36:34.354213] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-14T20:36:34.356566] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-14T20:36:34.357856] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-14T20:36:34.360531] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-14T20:36:34.361899] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:34.480334] [DEBUG] [MAG       ] FIVN: Last date is validated at 2026-01-14
[2026-01-14T20:36:34.576961] [DEBUG] [MAG       ] ADC: Last date is validated at 2026-01-14
[2026-01-14T20:36:34.653143] [DEBUG] [MAG       ] FIVN: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:34.682683] [DEBUG] [MAG       ] FOF: Last date is validated at 2026-01-14
[2026-01-14T20:36:34.697465] [DEBUG] [MAG       ] UNP: Last date is validated at 2026-01-14
[2026-01-14T20:36:34.744473] [DEBUG] [MAG       ] ADC: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:34.754643] [INFO ] [LOCAL     ] FIVN: Saved forecast.
[2026-01-14T20:36:34.754716] [INFO ] [main      ] FIVN: Signal=1 (Conf=90.0%), Magnitude=0.29% (Conf=51.5473%)
[2026-01-14T20:36:34.754889] [INFO ] [main      ] Fetching symbol history for GSK...
[2026-01-14T20:36:34.754935] [DEBUG] [REMOTE    ] GSK: Fetching historical data.
[2026-01-14T20:36:34.756661] [INFO ] [main      ] Progress: 312/419 forecasts completed (74.5%). FIVN finished in 0.7s. ETA: 18.6s. Rate: 344.71 forecasts/min
[2026-01-14T20:36:34.767520] [DEBUG] [REMOTE    ] GSK: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:34.768435] [DEBUG] [LOCAL     ] Loaded configuration for GSK: 4 features, N/A% accuracy
[2026-01-14T20:36:34.768494] [INFO ] [LOCAL     ] GSK: Loaded 4 optimal features with 61.58% confidence from JSON config
[2026-01-14T20:36:34.768526] [DEBUG] [MAG       ] Building data for symbol: GSK with lookback: 0
[2026-01-14T20:36:34.769320] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-14T20:36:34.769381] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:34.771073] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:36:34.771611] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:36:34.772053] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-14T20:36:34.811177] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:34.831933] [INFO ] [LOCAL     ] ADC: Saved forecast.
[2026-01-14T20:36:34.832004] [INFO ] [main      ] ADC: Signal=1 (Conf=90.0%), Magnitude=3.04% (Conf=61.4393%)
[2026-01-14T20:36:34.832351] [INFO ] [main      ] Progress: 313/419 forecasts completed (74.7%). ADC finished in 0.7s. ETA: 18.4s. Rate: 345.33 forecasts/min
[2026-01-14T20:36:34.832476] [INFO ] [main      ] Fetching symbol history for GHRS...
[2026-01-14T20:36:34.832519] [DEBUG] [REMOTE    ] GHRS: Fetching historical data.
[2026-01-14T20:36:34.843886] [DEBUG] [REMOTE    ] GHRS: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:34.844818] [DEBUG] [LOCAL     ] Loaded configuration for GHRS: 4 features, N/A% accuracy
[2026-01-14T20:36:34.844875] [INFO ] [LOCAL     ] GHRS: Loaded 4 optimal features with 50.86% confidence from JSON config
[2026-01-14T20:36:34.844907] [DEBUG] [MAG       ] Building data for symbol: GHRS with lookback: 0
[2026-01-14T20:36:34.845685] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-14T20:36:34.845746] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-14T20:36:34.846463] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-14T20:36:34.848139] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-14T20:36:34.848119] [DEBUG] [MAG       ] FOF: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:34.849147] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-14T20:36:34.850979] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:34.864195] [DEBUG] [MAG       ] UNP: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:34.911213] [INFO ] [LOCAL     ] FOF: Saved forecast.
[2026-01-14T20:36:34.911285] [INFO ] [main      ] FOF: Signal=1 (Conf=90.0%), Magnitude=-0.23% (Conf=54.4128%)
[2026-01-14T20:36:34.911442] [INFO ] [main      ] Fetching symbol history for SKRE...
[2026-01-14T20:36:34.911486] [DEBUG] [REMOTE    ] SKRE: Fetching historical data.
[2026-01-14T20:36:34.911872] [INFO ] [main      ] Progress: 314/419 forecasts completed (74.9%). FOF finished in 0.6s. ETA: 18.2s. Rate: 345.93 forecasts/min
[2026-01-14T20:36:34.921991] [DEBUG] [REMOTE    ] SKRE: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:34.922866] [DEBUG] [LOCAL     ] Loaded configuration for SKRE: 9 features, N/A% accuracy
[2026-01-14T20:36:34.922918] [INFO ] [LOCAL     ] SKRE: Loaded 9 optimal features with 61.22% confidence from JSON config
[2026-01-14T20:36:34.922949] [DEBUG] [MAG       ] Building data for symbol: SKRE with lookback: 0
[2026-01-14T20:36:34.923724] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-14T20:36:34.923792] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:34.925518] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:36:34.926039] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:36:34.926432] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-14T20:36:34.927201] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-14T20:36:34.927959] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-14T20:36:34.989857] [INFO ] [LOCAL     ] UNP: Saved forecast.
[2026-01-14T20:36:34.989928] [INFO ] [main      ] UNP: Signal=1 (Conf=90.0%), Magnitude=0.29% (Conf=69.8631%)
[2026-01-14T20:36:34.990272] [INFO ] [main      ] Fetching symbol history for HELE...
[2026-01-14T20:36:34.990322] [DEBUG] [REMOTE    ] HELE: Fetching historical data.
[2026-01-14T20:36:34.990683] [INFO ] [main      ] Progress: 315/419 forecasts completed (75.2%). UNP finished in 0.7s. ETA: 18.0s. Rate: 346.53 forecasts/min
[2026-01-14T20:36:35.001804] [DEBUG] [REMOTE    ] HELE: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:35.002723] [DEBUG] [LOCAL     ] Loaded configuration for HELE: 3 features, N/A% accuracy
[2026-01-14T20:36:35.002789] [INFO ] [LOCAL     ] HELE: Loaded 3 optimal features with 55.36% confidence from JSON config
[2026-01-14T20:36:35.002822] [DEBUG] [MAG       ] Building data for symbol: HELE with lookback: 0
[2026-01-14T20:36:35.003597] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-14T20:36:35.003658] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:35.005154] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-14T20:36:35.007447] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-14T20:36:35.008393] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-14T20:36:35.008822] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-14T20:36:35.009524] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:35.085275] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-14T20:36:35.086688] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:35.160551] [DEBUG] [MAG       ] GSK: Last date is validated at 2026-01-14
[2026-01-14T20:36:35.191484] [DEBUG] [MAG       ] GHRS: Last date is validated at 2026-01-14
[2026-01-14T20:36:35.335318] [DEBUG] [MAG       ] GSK: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:35.352717] [DEBUG] [MAG       ] SKRE: Last date is validated at 2026-01-14
[2026-01-14T20:36:35.364035] [DEBUG] [MAG       ] GHRS: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:35.415327] [INFO ] [LOCAL     ] GSK: Saved forecast.
[2026-01-14T20:36:35.415400] [INFO ] [main      ] GSK: Signal=1 (Conf=90.0%), Magnitude=-0.60% (Conf=61.5832%)
[2026-01-14T20:36:35.415806] [INFO ] [main      ] Fetching symbol history for HRMY...
[2026-01-14T20:36:35.415863] [DEBUG] [REMOTE    ] HRMY: Fetching historical data.
[2026-01-14T20:36:35.415861] [INFO ] [main      ] Progress: 316/419 forecasts completed (75.4%). GSK finished in 0.7s. ETA: 17.9s. Rate: 344.94 forecasts/min
[2026-01-14T20:36:35.427974] [DEBUG] [REMOTE    ] HRMY: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:35.428947] [DEBUG] [LOCAL     ] Loaded configuration for HRMY: 5 features, N/A% accuracy
[2026-01-14T20:36:35.429004] [INFO ] [LOCAL     ] HRMY: Loaded 5 optimal features with 61.39% confidence from JSON config
[2026-01-14T20:36:35.429037] [DEBUG] [MAG       ] Building data for symbol: HRMY with lookback: 0
[2026-01-14T20:36:35.429251] [DEBUG] [MAG       ] HELE: Last date is validated at 2026-01-14
[2026-01-14T20:36:35.429842] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-14T20:36:35.429905] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:35.434763] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:35.436549] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:36:35.437051] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:36:35.437441] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2026-01-14T20:36:35.438617] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:35.463006] [INFO ] [LOCAL     ] GHRS: Saved forecast.
[2026-01-14T20:36:35.463073] [INFO ] [main      ] GHRS: Signal=1 (Conf=90.0%), Magnitude=4.30% (Conf=50.8551%)
[2026-01-14T20:36:35.463447] [INFO ] [main      ] Progress: 317/419 forecasts completed (75.7%). GHRS finished in 0.6s. ETA: 17.7s. Rate: 345.74 forecasts/min
[2026-01-14T20:36:35.463646] [INFO ] [main      ] Fetching symbol history for SMFG...
[2026-01-14T20:36:35.463694] [DEBUG] [REMOTE    ] SMFG: Fetching historical data.
[2026-01-14T20:36:35.475518] [DEBUG] [REMOTE    ] SMFG: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:35.478507] [DEBUG] [LOCAL     ] Loaded configuration for SMFG: 10 features, N/A% accuracy
[2026-01-14T20:36:35.478562] [INFO ] [LOCAL     ] SMFG: Loaded 10 optimal features with 48.64% confidence from JSON config
[2026-01-14T20:36:35.482067] [DEBUG] [MAG       ] Building data for symbol: SMFG with lookback: 0
[2026-01-14T20:36:35.482908] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2026-01-14T20:36:35.482974] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:35.487953] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:35.489738] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:36:35.490216] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:36:35.490620] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-14T20:36:35.491344] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-14T20:36:35.492165] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-14T20:36:35.530993] [DEBUG] [MAG       ] SKRE: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:35.531295] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-14T20:36:35.535513] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-14T20:36:35.536245] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-14T20:36:35.536949] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:35.602750] [DEBUG] [MAG       ] HELE: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:35.615262] [INFO ] [LOCAL     ] SKRE: Saved forecast.
[2026-01-14T20:36:35.615334] [INFO ] [main      ] SKRE: Signal=1 (Conf=90.0%), Magnitude=2.83% (Conf=61.2197%)
[2026-01-14T20:36:35.615502] [INFO ] [main      ] Fetching symbol history for VBF...
[2026-01-14T20:36:35.615545] [DEBUG] [REMOTE    ] VBF: Fetching historical data.
[2026-01-14T20:36:35.615869] [INFO ] [main      ] Progress: 318/419 forecasts completed (75.9%). SKRE finished in 0.7s. ETA: 17.5s. Rate: 345.87 forecasts/min
[2026-01-14T20:36:35.626870] [DEBUG] [REMOTE    ] VBF: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:35.627735] [DEBUG] [LOCAL     ] Loaded configuration for VBF: 6 features, N/A% accuracy
[2026-01-14T20:36:35.627787] [INFO ] [LOCAL     ] VBF: Loaded 6 optimal features with 50.94% confidence from JSON config
[2026-01-14T20:36:35.627818] [DEBUG] [MAG       ] Building data for symbol: VBF with lookback: 0
[2026-01-14T20:36:35.628604] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-14T20:36:35.628664] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:35.633479] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-14T20:36:35.672145] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-14T20:36:35.694879] [INFO ] [LOCAL     ] HELE: Saved forecast.
[2026-01-14T20:36:35.694950] [INFO ] [main      ] HELE: Signal=1 (Conf=90.0%), Magnitude=3.52% (Conf=55.3642%)
[2026-01-14T20:36:35.695295] [INFO ] [main      ] Fetching symbol history for BLZE...
[2026-01-14T20:36:35.695346] [DEBUG] [REMOTE    ] BLZE: Fetching historical data.
[2026-01-14T20:36:35.695671] [INFO ] [main      ] Progress: 319/419 forecasts completed (76.1%). HELE finished in 0.7s. ETA: 17.3s. Rate: 346.45 forecasts/min
[2026-01-14T20:36:35.705848] [DEBUG] [REMOTE    ] BLZE: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:35.706799] [DEBUG] [LOCAL     ] Loaded configuration for BLZE: 4 features, N/A% accuracy
[2026-01-14T20:36:35.707166] [INFO ] [LOCAL     ] BLZE: Loaded 4 optimal features with 51.72% confidence from JSON config
[2026-01-14T20:36:35.707201] [DEBUG] [MAG       ] Building data for symbol: BLZE with lookback: 0
[2026-01-14T20:36:35.707993] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-14T20:36:35.708055] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:35.712867] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-14T20:36:35.713553] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-14T20:36:35.714272] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-14T20:36:35.716703] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:35.718152] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-14T20:36:35.782109] [DEBUG] [MAG       ] HRMY: Last date is validated at 2026-01-14
[2026-01-14T20:36:35.794377] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-14T20:36:35.796508] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-14T20:36:35.797245] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:35.880792] [DEBUG] [MAG       ] SMFG: Last date is validated at 2026-01-14
[2026-01-14T20:36:35.960917] [DEBUG] [MAG       ] HRMY: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:36.047720] [DEBUG] [MAG       ] SMFG: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:36.051566] [INFO ] [LOCAL     ] HRMY: Saved forecast.
[2026-01-14T20:36:36.051677] [INFO ] [main      ] HRMY: Signal=1 (Conf=90.0%), Magnitude=-1.40% (Conf=61.39%)
[2026-01-14T20:36:36.052209] [INFO ] [main      ] Fetching symbol history for STKL...
[2026-01-14T20:36:36.052266] [DEBUG] [REMOTE    ] STKL: Fetching historical data.
[2026-01-14T20:36:36.052663] [INFO ] [main      ] Progress: 320/419 forecasts completed (76.4%). HRMY finished in 0.6s. ETA: 17.2s. Rate: 345.31 forecasts/min
[2026-01-14T20:36:36.062335] [DEBUG] [MAG       ] BLZE: Last date is validated at 2026-01-14
[2026-01-14T20:36:36.065399] [DEBUG] [REMOTE    ] STKL: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:36.066340] [DEBUG] [LOCAL     ] Loaded configuration for STKL: 8 features, N/A% accuracy
[2026-01-14T20:36:36.066405] [INFO ] [LOCAL     ] STKL: Loaded 8 optimal features with 52.91% confidence from JSON config
[2026-01-14T20:36:36.066448] [DEBUG] [MAG       ] Building data for symbol: STKL with lookback: 0
[2026-01-14T20:36:36.067286] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-14T20:36:36.067352] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:36.072638] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:36.074636] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:36:36.075137] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:36:36.075541] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-14T20:36:36.122328] [INFO ] [LOCAL     ] SMFG: Saved forecast.
[2026-01-14T20:36:36.122400] [INFO ] [main      ] SMFG: Signal=1 (Conf=90.0%), Magnitude=2.63% (Conf=48.6359%)
[2026-01-14T20:36:36.122822] [INFO ] [main      ] Progress: 321/419 forecasts completed (76.6%). SMFG finished in 0.7s. ETA: 17.0s. Rate: 345.95 forecasts/min
[2026-01-14T20:36:36.123005] [INFO ] [main      ] Fetching symbol history for KTB...
[2026-01-14T20:36:36.123053] [DEBUG] [REMOTE    ] KTB: Fetching historical data.
[2026-01-14T20:36:36.134780] [DEBUG] [REMOTE    ] KTB: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:36.135743] [DEBUG] [LOCAL     ] Loaded configuration for KTB: 7 features, N/A% accuracy
[2026-01-14T20:36:36.135800] [INFO ] [LOCAL     ] KTB: Loaded 7 optimal features with 48.39% confidence from JSON config
[2026-01-14T20:36:36.135832] [DEBUG] [MAG       ] Building data for symbol: KTB with lookback: 0
[2026-01-14T20:36:36.136638] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-14T20:36:36.136700] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:36.138406] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:36:36.138930] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-14T20:36:36.139856] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-14T20:36:36.142349] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-14T20:36:36.142964] [DEBUG] [MAG       ] VBF: Last date is validated at 2026-01-14
[2026-01-14T20:36:36.195077] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-14T20:36:36.197131] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-14T20:36:36.229229] [DEBUG] [MAG       ] BLZE: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:36.248868] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-14T20:36:36.257232] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-14T20:36:36.258201] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-14T20:36:36.258873] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:36.300368] [INFO ] [LOCAL     ] BLZE: Saved forecast.
[2026-01-14T20:36:36.300438] [INFO ] [main      ] BLZE: Signal=1 (Conf=90.0%), Magnitude=-0.02% (Conf=51.7215%)
[2026-01-14T20:36:36.300920] [INFO ] [main      ] Fetching symbol history for HPQ...
[2026-01-14T20:36:36.300972] [DEBUG] [REMOTE    ] HPQ: Fetching historical data.
[2026-01-14T20:36:36.301662] [INFO ] [main      ] Progress: 322/419 forecasts completed (76.8%). BLZE finished in 0.6s. ETA: 16.8s. Rate: 345.92 forecasts/min
[2026-01-14T20:36:36.311930] [DEBUG] [REMOTE    ] HPQ: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:36.312927] [DEBUG] [LOCAL     ] Loaded configuration for HPQ: 1 features, N/A% accuracy
[2026-01-14T20:36:36.312979] [INFO ] [LOCAL     ] HPQ: Loaded 1 optimal features with 48.77% confidence from JSON config
[2026-01-14T20:36:36.313012] [DEBUG] [MAG       ] Building data for symbol: HPQ with lookback: 0
[2026-01-14T20:36:36.313788] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-14T20:36:36.313846] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-14T20:36:36.314000] [DEBUG] [MAG       ] VBF: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:36.333745] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:36.353302] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:36.374505] [INFO ] [LOCAL     ] VBF: Saved forecast.
[2026-01-14T20:36:36.374593] [INFO ] [main      ] VBF: Signal=1 (Conf=90.0%), Magnitude=-0.41% (Conf=50.9413%)
[2026-01-14T20:36:36.375013] [INFO ] [main      ] Fetching symbol history for CHCO...
[2026-01-14T20:36:36.375085] [DEBUG] [REMOTE    ] CHCO: Fetching historical data.
[2026-01-14T20:36:36.375637] [INFO ] [main      ] Progress: 323/419 forecasts completed (77.1%). VBF finished in 0.8s. ETA: 16.6s. Rate: 346.53 forecasts/min
[2026-01-14T20:36:36.387524] [DEBUG] [REMOTE    ] CHCO: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:36.388486] [DEBUG] [LOCAL     ] Loaded configuration for CHCO: 5 features, N/A% accuracy
[2026-01-14T20:36:36.388549] [INFO ] [LOCAL     ] CHCO: Loaded 5 optimal features with 56.18% confidence from JSON config
[2026-01-14T20:36:36.388605] [DEBUG] [MAG       ] Building data for symbol: CHCO with lookback: 0
[2026-01-14T20:36:36.389408] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-14T20:36:36.389472] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-14T20:36:36.390367] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-14T20:36:36.391079] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-14T20:36:36.391813] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-14T20:36:36.397191] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2026-01-14T20:36:36.398993] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:36.603914] [DEBUG] [MAG       ] KTB: Last date is validated at 2026-01-14
[2026-01-14T20:36:36.693684] [DEBUG] [MAG       ] STKL: Last date is validated at 2026-01-14
[2026-01-14T20:36:36.694432] [DEBUG] [MAG       ] HPQ: Last date is validated at 2026-01-14
[2026-01-14T20:36:36.746064] [DEBUG] [MAG       ] CHCO: Last date is validated at 2026-01-14
[2026-01-14T20:36:36.772447] [DEBUG] [MAG       ] KTB: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:36.860337] [DEBUG] [MAG       ] HPQ: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:36.871860] [DEBUG] [MAG       ] STKL: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:36.882541] [INFO ] [LOCAL     ] KTB: Saved forecast.
[2026-01-14T20:36:36.882630] [INFO ] [main      ] KTB: Signal=1 (Conf=90.0%), Magnitude=-2.05% (Conf=48.3931%)
[2026-01-14T20:36:36.882796] [INFO ] [main      ] Fetching symbol history for NCLH...
[2026-01-14T20:36:36.882841] [DEBUG] [REMOTE    ] NCLH: Fetching historical data.
[2026-01-14T20:36:36.883944] [INFO ] [main      ] Progress: 324/419 forecasts completed (77.3%). KTB finished in 0.8s. ETA: 16.5s. Rate: 344.47 forecasts/min
[2026-01-14T20:36:36.894875] [DEBUG] [REMOTE    ] NCLH: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:36.895766] [DEBUG] [LOCAL     ] Loaded configuration for NCLH: 10 features, N/A% accuracy
[2026-01-14T20:36:36.895825] [INFO ] [LOCAL     ] NCLH: Loaded 10 optimal features with 46.17% confidence from JSON config
[2026-01-14T20:36:36.895859] [DEBUG] [MAG       ] Building data for symbol: NCLH with lookback: 0
[2026-01-14T20:36:36.896670] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2026-01-14T20:36:36.896735] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:36.898486] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:36:36.899025] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:36:36.899425] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-14T20:36:36.900229] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-14T20:36:36.900963] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:36:36.901432] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-14T20:36:36.902517] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-14T20:36:36.904306] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-14T20:36:36.905359] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-14T20:36:36.906058] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:36.919083] [DEBUG] [MAG       ] CHCO: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:36.935773] [INFO ] [LOCAL     ] HPQ: Saved forecast.
[2026-01-14T20:36:36.935843] [INFO ] [main      ] HPQ: Signal=1 (Conf=90.0%), Magnitude=2.41% (Conf=48.7735%)
[2026-01-14T20:36:36.936181] [INFO ] [main      ] Fetching symbol history for PSNL...
[2026-01-14T20:36:36.936232] [DEBUG] [REMOTE    ] PSNL: Fetching historical data.
[2026-01-14T20:36:36.936666] [INFO ] [main      ] Progress: 325/419 forecasts completed (77.6%). HPQ finished in 0.6s. ETA: 16.3s. Rate: 345.22 forecasts/min
[2026-01-14T20:36:36.938858] [INFO ] [LOCAL     ] STKL: Saved forecast.
[2026-01-14T20:36:36.938931] [INFO ] [main      ] STKL: Signal=1 (Conf=90.0%), Magnitude=-1.12% (Conf=52.909%)
[2026-01-14T20:36:36.939634] [INFO ] [main      ] Fetching symbol history for ERIE...
[2026-01-14T20:36:36.939687] [DEBUG] [REMOTE    ] ERIE: Fetching historical data.
[2026-01-14T20:36:36.941633] [INFO ] [main      ] Progress: 326/419 forecasts completed (77.8%). STKL finished in 0.9s. ETA: 16.1s. Rate: 346.25 forecasts/min
[2026-01-14T20:36:36.948492] [DEBUG] [REMOTE    ] PSNL: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:36.949661] [DEBUG] [LOCAL     ] Loaded configuration for PSNL: 1 features, N/A% accuracy
[2026-01-14T20:36:36.949726] [INFO ] [LOCAL     ] PSNL: Loaded 1 optimal features with 49.94% confidence from JSON config
[2026-01-14T20:36:36.949761] [DEBUG] [MAG       ] Building data for symbol: PSNL with lookback: 0
[2026-01-14T20:36:36.950695] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-14T20:36:36.950771] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:36.950843] [DEBUG] [REMOTE    ] ERIE: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:36.951512] [DEBUG] [LOCAL     ] Loaded configuration for ERIE: 3 features, N/A% accuracy
[2026-01-14T20:36:36.951564] [INFO ] [LOCAL     ] ERIE: Loaded 3 optimal features with 63.09% confidence from JSON config
[2026-01-14T20:36:36.951796] [DEBUG] [MAG       ] Building data for symbol: ERIE with lookback: 0
[2026-01-14T20:36:36.952613] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-14T20:36:36.952673] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-14T20:36:36.953388] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-14T20:36:36.955800] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:37.001647] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-14T20:36:37.003136] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:37.024892] [INFO ] [LOCAL     ] CHCO: Saved forecast.
[2026-01-14T20:36:37.024964] [INFO ] [main      ] CHCO: Signal=1 (Conf=90.0%), Magnitude=0.43% (Conf=56.1825%)
[2026-01-14T20:36:37.025129] [INFO ] [main      ] Fetching symbol history for LECO...
[2026-01-14T20:36:37.025175] [DEBUG] [REMOTE    ] LECO: Fetching historical data.
[2026-01-14T20:36:37.026667] [INFO ] [main      ] Progress: 327/419 forecasts completed (78.0%). CHCO finished in 0.6s. ETA: 15.9s. Rate: 346.79 forecasts/min
[2026-01-14T20:36:37.037145] [DEBUG] [REMOTE    ] LECO: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:37.038237] [DEBUG] [LOCAL     ] Loaded configuration for LECO: 3 features, N/A% accuracy
[2026-01-14T20:36:37.038293] [INFO ] [LOCAL     ] LECO: Loaded 3 optimal features with 59.97% confidence from JSON config
[2026-01-14T20:36:37.038326] [DEBUG] [MAG       ] Building data for symbol: LECO with lookback: 0
[2026-01-14T20:36:37.039145] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-14T20:36:37.039207] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:37.044198] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-14T20:36:37.045264] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-14T20:36:37.045988] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:37.246064] [DEBUG] [MAG       ] NCLH: Last date is validated at 2026-01-14
[2026-01-14T20:36:37.312855] [DEBUG] [MAG       ] PSNL: Last date is validated at 2026-01-14
[2026-01-14T20:36:37.340496] [DEBUG] [MAG       ] ERIE: Last date is validated at 2026-01-14
[2026-01-14T20:36:37.394067] [DEBUG] [MAG       ] LECO: Last date is validated at 2026-01-14
[2026-01-14T20:36:37.416621] [DEBUG] [MAG       ] NCLH: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:37.489709] [DEBUG] [MAG       ] PSNL: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:37.500227] [INFO ] [LOCAL     ] NCLH: Saved forecast.
[2026-01-14T20:36:37.500298] [INFO ] [main      ] NCLH: Signal=1 (Conf=90.0%), Magnitude=-2.36% (Conf=46.1699%)
[2026-01-14T20:36:37.500670] [INFO ] [main      ] Progress: 328/419 forecasts completed (78.3%). NCLH finished in 0.6s. ETA: 15.8s. Rate: 344.96 forecasts/min
[2026-01-14T20:36:37.500799] [INFO ] [main      ] Fetching symbol history for CPIX...
[2026-01-14T20:36:37.500843] [DEBUG] [REMOTE    ] CPIX: Fetching historical data.
[2026-01-14T20:36:37.507305] [DEBUG] [MAG       ] ERIE: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:37.512210] [DEBUG] [REMOTE    ] CPIX: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:37.513324] [DEBUG] [LOCAL     ] Loaded configuration for CPIX: 1 features, N/A% accuracy
[2026-01-14T20:36:37.513386] [INFO ] [LOCAL     ] CPIX: Loaded 1 optimal features with 47.38% confidence from JSON config
[2026-01-14T20:36:37.513420] [DEBUG] [MAG       ] Building data for symbol: CPIX with lookback: 0
[2026-01-14T20:36:37.514221] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-14T20:36:37.514282] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-14T20:36:37.515291] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:37.560569] [INFO ] [LOCAL     ] PSNL: Saved forecast.
[2026-01-14T20:36:37.560663] [INFO ] [main      ] PSNL: Signal=1 (Conf=90.0%), Magnitude=-0.62% (Conf=49.9389%)
[2026-01-14T20:36:37.561051] [INFO ] [main      ] Fetching symbol history for HSBC...
[2026-01-14T20:36:37.561119] [DEBUG] [REMOTE    ] HSBC: Fetching historical data.
[2026-01-14T20:36:37.561652] [INFO ] [main      ] Progress: 329/419 forecasts completed (78.5%). PSNL finished in 0.6s. ETA: 15.6s. Rate: 345.64 forecasts/min
[2026-01-14T20:36:37.567463] [DEBUG] [MAG       ] LECO: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:37.572168] [DEBUG] [REMOTE    ] HSBC: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:37.573323] [DEBUG] [LOCAL     ] Loaded configuration for HSBC: 2 features, N/A% accuracy
[2026-01-14T20:36:37.573381] [INFO ] [LOCAL     ] HSBC: Loaded 2 optimal features with 66.30% confidence from JSON config
[2026-01-14T20:36:37.573413] [DEBUG] [MAG       ] Building data for symbol: HSBC with lookback: 0
[2026-01-14T20:36:37.574264] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-14T20:36:37.574328] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:37.579314] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-14T20:36:37.631714] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:37.634287] [INFO ] [LOCAL     ] ERIE: Saved forecast.
[2026-01-14T20:36:37.634359] [INFO ] [main      ] ERIE: Signal=1 (Conf=90.0%), Magnitude=-0.11% (Conf=63.0898%)
[2026-01-14T20:36:37.634749] [INFO ] [main      ] Fetching symbol history for CCNE...
[2026-01-14T20:36:37.634805] [DEBUG] [REMOTE    ] CCNE: Fetching historical data.
[2026-01-14T20:36:37.636677] [INFO ] [main      ] Progress: 330/419 forecasts completed (78.8%). ERIE finished in 0.7s. ETA: 15.4s. Rate: 346.24 forecasts/min
[2026-01-14T20:36:37.646744] [DEBUG] [REMOTE    ] CCNE: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:37.647721] [DEBUG] [LOCAL     ] Loaded configuration for CCNE: 3 features, N/A% accuracy
[2026-01-14T20:36:37.647779] [INFO ] [LOCAL     ] CCNE: Loaded 3 optimal features with 54.34% confidence from JSON config
[2026-01-14T20:36:37.647814] [DEBUG] [MAG       ] Building data for symbol: CCNE with lookback: 0
[2026-01-14T20:36:37.648607] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-14T20:36:37.648677] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:37.650426] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:36:37.650966] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:36:37.651361] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:37.683803] [INFO ] [LOCAL     ] LECO: Saved forecast.
[2026-01-14T20:36:37.683875] [INFO ] [main      ] LECO: Signal=1 (Conf=90.0%), Magnitude=-0.98% (Conf=59.9704%)
[2026-01-14T20:36:37.684042] [INFO ] [main      ] Fetching symbol history for BUSE...
[2026-01-14T20:36:37.684087] [DEBUG] [REMOTE    ] BUSE: Fetching historical data.
[2026-01-14T20:36:37.685635] [INFO ] [main      ] Progress: 331/419 forecasts completed (79.0%). LECO finished in 0.7s. ETA: 15.2s. Rate: 346.99 forecasts/min
[2026-01-14T20:36:37.695137] [DEBUG] [REMOTE    ] BUSE: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:37.696146] [DEBUG] [LOCAL     ] Loaded configuration for BUSE: 3 features, N/A% accuracy
[2026-01-14T20:36:37.696208] [INFO ] [LOCAL     ] BUSE: Loaded 3 optimal features with 46.89% confidence from JSON config
[2026-01-14T20:36:37.696242] [DEBUG] [MAG       ] Building data for symbol: BUSE with lookback: 0
[2026-01-14T20:36:37.697056] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-14T20:36:37.697119] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:37.702516] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-14T20:36:37.703854] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-14T20:36:37.764952] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:37.852713] [DEBUG] [MAG       ] CPIX: Last date is validated at 2026-01-14
[2026-01-14T20:36:37.985320] [DEBUG] [MAG       ] CCNE: Last date is validated at 2026-01-14
[2026-01-14T20:36:37.993694] [DEBUG] [MAG       ] HSBC: Last date is validated at 2026-01-14
[2026-01-14T20:36:38.019276] [DEBUG] [MAG       ] CPIX: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:38.085336] [INFO ] [LOCAL     ] CPIX: Saved forecast.
[2026-01-14T20:36:38.085406] [INFO ] [main      ] CPIX: Signal=1 (Conf=90.0%), Magnitude=-5.27% (Conf=47.3769%)
[2026-01-14T20:36:38.085774] [INFO ] [main      ] Progress: 332/419 forecasts completed (79.2%). CPIX finished in 0.6s. ETA: 15.1s. Rate: 345.62 forecasts/min
[2026-01-14T20:36:38.085900] [INFO ] [main      ] Fetching symbol history for MNSO...
[2026-01-14T20:36:38.085948] [DEBUG] [REMOTE    ] MNSO: Fetching historical data.
[2026-01-14T20:36:38.097274] [DEBUG] [REMOTE    ] MNSO: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:38.098338] [DEBUG] [LOCAL     ] Loaded configuration for MNSO: 4 features, N/A% accuracy
[2026-01-14T20:36:38.098391] [INFO ] [LOCAL     ] MNSO: Loaded 4 optimal features with 48.48% confidence from JSON config
[2026-01-14T20:36:38.098422] [DEBUG] [MAG       ] Building data for symbol: MNSO with lookback: 0
[2026-01-14T20:36:38.099206] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-14T20:36:38.100392] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:38.107540] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2026-01-14T20:36:38.109014] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2026-01-14T20:36:38.111778] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2026-01-14T20:36:38.117604] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:38.121990] [DEBUG] [MAG       ] BUSE: Last date is validated at 2026-01-14
[2026-01-14T20:36:38.151655] [DEBUG] [MAG       ] CCNE: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:38.172436] [DEBUG] [MAG       ] HSBC: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:38.218963] [INFO ] [LOCAL     ] CCNE: Saved forecast.
[2026-01-14T20:36:38.219033] [INFO ] [main      ] CCNE: Signal=1 (Conf=90.0%), Magnitude=1.03% (Conf=54.3409%)
[2026-01-14T20:36:38.219473] [INFO ] [main      ] Fetching symbol history for VUZI...
[2026-01-14T20:36:38.219525] [DEBUG] [REMOTE    ] VUZI: Fetching historical data.
[2026-01-14T20:36:38.219670] [INFO ] [main      ] Progress: 333/419 forecasts completed (79.5%). CCNE finished in 0.6s. ETA: 14.9s. Rate: 345.86 forecasts/min
[2026-01-14T20:36:38.231107] [DEBUG] [REMOTE    ] VUZI: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:38.232106] [DEBUG] [LOCAL     ] Loaded configuration for VUZI: 4 features, N/A% accuracy
[2026-01-14T20:36:38.232158] [INFO ] [LOCAL     ] VUZI: Loaded 4 optimal features with 58.54% confidence from JSON config
[2026-01-14T20:36:38.232189] [DEBUG] [MAG       ] Building data for symbol: VUZI with lookback: 0
[2026-01-14T20:36:38.232969] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-14T20:36:38.233028] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:38.234739] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:36:38.235245] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-14T20:36:38.237261] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-14T20:36:38.238064] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:38.270063] [INFO ] [LOCAL     ] HSBC: Saved forecast.
[2026-01-14T20:36:38.270134] [INFO ] [main      ] HSBC: Signal=1 (Conf=90.0%), Magnitude=0.36% (Conf=66.3005%)
[2026-01-14T20:36:38.270498] [INFO ] [main      ] Fetching symbol history for GOOS...
[2026-01-14T20:36:38.270548] [DEBUG] [REMOTE    ] GOOS: Fetching historical data.
[2026-01-14T20:36:38.271651] [INFO ] [main      ] Progress: 334/419 forecasts completed (79.7%). HSBC finished in 0.7s. ETA: 14.7s. Rate: 346.58 forecasts/min
[2026-01-14T20:36:38.281330] [DEBUG] [REMOTE    ] GOOS: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:38.282184] [DEBUG] [LOCAL     ] Loaded configuration for GOOS: 5 features, N/A% accuracy
[2026-01-14T20:36:38.282237] [INFO ] [LOCAL     ] GOOS: Loaded 5 optimal features with 63.93% confidence from JSON config
[2026-01-14T20:36:38.282268] [DEBUG] [MAG       ] Building data for symbol: GOOS with lookback: 0
[2026-01-14T20:36:38.283049] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-14T20:36:38.283111] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-14T20:36:38.283830] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-14T20:36:38.285699] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-14T20:36:38.288596] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-14T20:36:38.289680] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2026-01-14T20:36:38.290164] [DEBUG] [MAG       ] BUSE: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:38.290814] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:38.362808] [INFO ] [LOCAL     ] BUSE: Saved forecast.
[2026-01-14T20:36:38.362882] [INFO ] [main      ] BUSE: Signal=1 (Conf=90.0%), Magnitude=2.77% (Conf=46.8929%)
[2026-01-14T20:36:38.363042] [INFO ] [main      ] Fetching symbol history for TPL...
[2026-01-14T20:36:38.363085] [DEBUG] [REMOTE    ] TPL: Fetching historical data.
[2026-01-14T20:36:38.364641] [INFO ] [main      ] Progress: 335/419 forecasts completed (80.0%). BUSE finished in 0.7s. ETA: 14.5s. Rate: 347.06 forecasts/min
[2026-01-14T20:36:38.374208] [DEBUG] [REMOTE    ] TPL: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:38.375058] [DEBUG] [LOCAL     ] Loaded configuration for TPL: 4 features, N/A% accuracy
[2026-01-14T20:36:38.375112] [INFO ] [LOCAL     ] TPL: Loaded 4 optimal features with 56.96% confidence from JSON config
[2026-01-14T20:36:38.375144] [DEBUG] [MAG       ] Building data for symbol: TPL with lookback: 0
[2026-01-14T20:36:38.375976] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-14T20:36:38.376040] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:38.377925] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:36:38.378501] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:36:38.379057] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-14T20:36:38.379904] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:38.454006] [DEBUG] [MAG       ] MNSO: Last date is validated at 2026-01-14
[2026-01-14T20:36:38.577610] [DEBUG] [MAG       ] VUZI: Last date is validated at 2026-01-14
[2026-01-14T20:36:38.620637] [DEBUG] [MAG       ] MNSO: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:38.632472] [DEBUG] [MAG       ] GOOS: Last date is validated at 2026-01-14
[2026-01-14T20:36:38.710812] [INFO ] [LOCAL     ] MNSO: Saved forecast.
[2026-01-14T20:36:38.710889] [INFO ] [main      ] MNSO: Signal=1 (Conf=90.0%), Magnitude=-3.51% (Conf=48.4808%)
[2026-01-14T20:36:38.711239] [INFO ] [main      ] Progress: 336/419 forecasts completed (80.2%). MNSO finished in 0.6s. ETA: 14.4s. Rate: 346.03 forecasts/min
[2026-01-14T20:36:38.711364] [INFO ] [main      ] Fetching symbol history for AMAL...
[2026-01-14T20:36:38.711407] [DEBUG] [REMOTE    ] AMAL: Fetching historical data.
[2026-01-14T20:36:38.722445] [DEBUG] [REMOTE    ] AMAL: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:38.723562] [DEBUG] [LOCAL     ] Loaded configuration for AMAL: 8 features, N/A% accuracy
[2026-01-14T20:36:38.723631] [INFO ] [LOCAL     ] AMAL: Loaded 8 optimal features with 50.30% confidence from JSON config
[2026-01-14T20:36:38.723664] [DEBUG] [MAG       ] Building data for symbol: AMAL with lookback: 0
[2026-01-14T20:36:38.724420] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-14T20:36:38.724483] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:38.726181] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:36:38.726700] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:36:38.727087] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-14T20:36:38.729200] [DEBUG] [MAG       ] TPL: Last date is validated at 2026-01-14
[2026-01-14T20:36:38.729483] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-14T20:36:38.730756] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-14T20:36:38.745994] [DEBUG] [MAG       ] VUZI: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:38.806071] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-14T20:36:38.808784] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2026-01-14T20:36:38.809969] [INFO ] [LOCAL     ] VUZI: Saved forecast.
[2026-01-14T20:36:38.810037] [INFO ] [main      ] VUZI: Signal=1 (Conf=90.0%), Magnitude=-8.32% (Conf=58.5395%)
[2026-01-14T20:36:38.810512] [INFO ] [main      ] Fetching symbol history for LTC...
[2026-01-14T20:36:38.810565] [DEBUG] [REMOTE    ] LTC: Fetching historical data.
[2026-01-14T20:36:38.810658] [INFO ] [main      ] Progress: 337/419 forecasts completed (80.4%). VUZI finished in 0.6s. ETA: 14.2s. Rate: 346.47 forecasts/min
[2026-01-14T20:36:38.811160] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:38.820521] [DEBUG] [MAG       ] GOOS: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:38.822548] [DEBUG] [REMOTE    ] LTC: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:38.823532] [DEBUG] [LOCAL     ] Loaded configuration for LTC: 6 features, N/A% accuracy
[2026-01-14T20:36:38.823602] [INFO ] [LOCAL     ] LTC: Loaded 6 optimal features with 50.72% confidence from JSON config
[2026-01-14T20:36:38.823637] [DEBUG] [MAG       ] Building data for symbol: LTC with lookback: 0
[2026-01-14T20:36:38.824404] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-14T20:36:38.824467] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:38.829286] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:38.831133] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:36:38.831654] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-14T20:36:38.834131] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-14T20:36:38.896062] [INFO ] [LOCAL     ] GOOS: Saved forecast.
[2026-01-14T20:36:38.896132] [INFO ] [main      ] GOOS: Signal=1 (Conf=90.0%), Magnitude=1.30% (Conf=63.9339%)
[2026-01-14T20:36:38.896543] [INFO ] [main      ] Fetching symbol history for LWAY...
[2026-01-14T20:36:38.896612] [DEBUG] [REMOTE    ] LWAY: Fetching historical data.
[2026-01-14T20:36:38.896643] [INFO ] [main      ] Progress: 338/419 forecasts completed (80.7%). GOOS finished in 0.6s. ETA: 14.0s. Rate: 346.98 forecasts/min
[2026-01-14T20:36:38.900153] [DEBUG] [MAG       ] TPL: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:38.907852] [DEBUG] [REMOTE    ] LWAY: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:38.908768] [DEBUG] [LOCAL     ] Loaded configuration for LWAY: 6 features, N/A% accuracy
[2026-01-14T20:36:38.908823] [INFO ] [LOCAL     ] LWAY: Loaded 6 optimal features with 67.75% confidence from JSON config
[2026-01-14T20:36:38.908856] [DEBUG] [MAG       ] Building data for symbol: LWAY with lookback: 0
[2026-01-14T20:36:38.909665] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-14T20:36:38.910042] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:38.914996] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:38.916832] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:36:38.917315] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:36:38.917896] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-14T20:36:38.920266] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2026-01-14T20:36:38.921669] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:38.948295] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2026-01-14T20:36:38.950755] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:39.112847] [INFO ] [LOCAL     ] TPL: Saved forecast.
[2026-01-14T20:36:39.112922] [INFO ] [main      ] TPL: Signal=1 (Conf=90.0%), Magnitude=14.84% (Conf=56.96%)
[2026-01-14T20:36:39.113288] [INFO ] [main      ] Fetching symbol history for DORM...
[2026-01-14T20:36:39.113339] [DEBUG] [REMOTE    ] DORM: Fetching historical data.
[2026-01-14T20:36:39.113661] [INFO ] [main      ] Progress: 339/419 forecasts completed (80.9%). TPL finished in 0.7s. ETA: 13.8s. Rate: 346.72 forecasts/min
[2026-01-14T20:36:39.124189] [DEBUG] [REMOTE    ] DORM: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:39.125086] [DEBUG] [LOCAL     ] Loaded configuration for DORM: 6 features, N/A% accuracy
[2026-01-14T20:36:39.125138] [INFO ] [LOCAL     ] DORM: Loaded 6 optimal features with 63.38% confidence from JSON config
[2026-01-14T20:36:39.125169] [DEBUG] [MAG       ] Building data for symbol: DORM with lookback: 0
[2026-01-14T20:36:39.125939] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-14T20:36:39.126000] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:39.127818] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:36:39.128318] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:36:39.128791] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:36:39.129184] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-14T20:36:39.129830] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-14T20:36:39.130947] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:39.151934] [DEBUG] [MAG       ] AMAL: Last date is validated at 2026-01-14
[2026-01-14T20:36:39.283291] [DEBUG] [MAG       ] LWAY: Last date is validated at 2026-01-14
[2026-01-14T20:36:39.303155] [DEBUG] [MAG       ] LTC: Last date is validated at 2026-01-14
[2026-01-14T20:36:39.321289] [DEBUG] [MAG       ] AMAL: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:39.404333] [INFO ] [LOCAL     ] AMAL: Saved forecast.
[2026-01-14T20:36:39.404404] [INFO ] [main      ] AMAL: Signal=1 (Conf=90.0%), Magnitude=0.87% (Conf=50.2965%)
[2026-01-14T20:36:39.404562] [INFO ] [main      ] Fetching symbol history for FLWS...
[2026-01-14T20:36:39.404785] [DEBUG] [REMOTE    ] FLWS: Fetching historical data.
[2026-01-14T20:36:39.405673] [INFO ] [main      ] Progress: 340/419 forecasts completed (81.1%). AMAL finished in 0.7s. ETA: 13.7s. Rate: 346.02 forecasts/min
[2026-01-14T20:36:39.416311] [DEBUG] [REMOTE    ] FLWS: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:39.417322] [DEBUG] [LOCAL     ] Loaded configuration for FLWS: 5 features, N/A% accuracy
[2026-01-14T20:36:39.417374] [INFO ] [LOCAL     ] FLWS: Loaded 5 optimal features with 51.67% confidence from JSON config
[2026-01-14T20:36:39.417404] [DEBUG] [MAG       ] Building data for symbol: FLWS with lookback: 0
[2026-01-14T20:36:39.418209] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-14T20:36:39.418271] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:39.423081] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:39.424855] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:36:39.425326] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-14T20:36:39.427991] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-14T20:36:39.429323] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:39.456468] [DEBUG] [MAG       ] LWAY: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:39.479206] [DEBUG] [MAG       ] LTC: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:39.483681] [DEBUG] [MAG       ] DORM: Last date is validated at 2026-01-14
[2026-01-14T20:36:39.544506] [INFO ] [LOCAL     ] LWAY: Saved forecast.
[2026-01-14T20:36:39.544593] [INFO ] [main      ] LWAY: Signal=1 (Conf=90.0%), Magnitude=0.36% (Conf=67.7545%)
[2026-01-14T20:36:39.544971] [INFO ] [main      ] Fetching symbol history for AGX...
[2026-01-14T20:36:39.545023] [DEBUG] [REMOTE    ] AGX: Fetching historical data.
[2026-01-14T20:36:39.545651] [INFO ] [main      ] Progress: 341/419 forecasts completed (81.4%). LWAY finished in 0.6s. ETA: 13.5s. Rate: 346.22 forecasts/min
[2026-01-14T20:36:39.556825] [DEBUG] [REMOTE    ] AGX: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:39.556884] [INFO ] [LOCAL     ] LTC: Saved forecast.
[2026-01-14T20:36:39.557152] [INFO ] [main      ] LTC: Signal=1 (Conf=90.0%), Magnitude=0.65% (Conf=50.7224%)
[2026-01-14T20:36:39.557741] [INFO ] [main      ] Fetching symbol history for GDC...
[2026-01-14T20:36:39.557799] [DEBUG] [REMOTE    ] GDC: Fetching historical data.
[2026-01-14T20:36:39.558222] [DEBUG] [LOCAL     ] Loaded configuration for AGX: 6 features, N/A% accuracy
[2026-01-14T20:36:39.558278] [INFO ] [LOCAL     ] AGX: Loaded 6 optimal features with 59.73% confidence from JSON config
[2026-01-14T20:36:39.558310] [DEBUG] [MAG       ] Building data for symbol: AGX with lookback: 0
[2026-01-14T20:36:39.558615] [INFO ] [main      ] Progress: 342/419 forecasts completed (81.6%). LTC finished in 0.7s. ETA: 13.3s. Rate: 347.16 forecasts/min
[2026-01-14T20:36:39.559116] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-14T20:36:39.559181] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:39.560958] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:36:39.561474] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:36:39.561896] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-14T20:36:39.563677] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-14T20:36:39.564838] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-14T20:36:39.565540] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:39.570508] [DEBUG] [REMOTE    ] GDC: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:39.571661] [DEBUG] [LOCAL     ] Loaded configuration for GDC: 3 features, N/A% accuracy
[2026-01-14T20:36:39.571719] [INFO ] [LOCAL     ] GDC: Loaded 3 optimal features with 65.09% confidence from JSON config
[2026-01-14T20:36:39.571755] [DEBUG] [MAG       ] Building data for symbol: GDC with lookback: 0
[2026-01-14T20:36:39.572696] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-14T20:36:39.572781] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:39.578601] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-14T20:36:39.579740] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-14T20:36:39.620170] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:39.663225] [DEBUG] [MAG       ] DORM: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:39.768962] [DEBUG] [MAG       ] FLWS: Last date is validated at 2026-01-14
[2026-01-14T20:36:39.906238] [DEBUG] [MAG       ] AGX: Last date is validated at 2026-01-14
[2026-01-14T20:36:39.940325] [DEBUG] [MAG       ] FLWS: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:39.947622] [INFO ] [LOCAL     ] DORM: Saved forecast.
[2026-01-14T20:36:39.947715] [INFO ] [main      ] DORM: Signal=1 (Conf=90.0%), Magnitude=0.18% (Conf=63.3836%)
[2026-01-14T20:36:39.947879] [INFO ] [main      ] Fetching symbol history for AMLX...
[2026-01-14T20:36:39.947925] [DEBUG] [REMOTE    ] AMLX: Fetching historical data.
[2026-01-14T20:36:39.949666] [INFO ] [main      ] Progress: 343/419 forecasts completed (81.9%). DORM finished in 0.8s. ETA: 13.2s. Rate: 345.89 forecasts/min
[2026-01-14T20:36:39.959305] [DEBUG] [REMOTE    ] AMLX: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:39.960162] [DEBUG] [LOCAL     ] Loaded configuration for AMLX: 4 features, N/A% accuracy
[2026-01-14T20:36:39.960215] [INFO ] [LOCAL     ] AMLX: Loaded 4 optimal features with 61.30% confidence from JSON config
[2026-01-14T20:36:39.960246] [DEBUG] [MAG       ] Building data for symbol: AMLX with lookback: 0
[2026-01-14T20:36:39.961045] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-14T20:36:39.961105] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:39.962992] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:36:39.963505] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-14T20:36:39.965569] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2026-01-14T20:36:39.966831] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:39.970447] [DEBUG] [MAG       ] GDC: Last date is validated at 2026-01-14
[2026-01-14T20:36:40.081079] [INFO ] [LOCAL     ] FLWS: Saved forecast.
[2026-01-14T20:36:40.081148] [INFO ] [main      ] FLWS: Signal=1 (Conf=90.0%), Magnitude=1.39% (Conf=51.6714%)
[2026-01-14T20:36:40.081500] [INFO ] [main      ] Progress: 344/419 forecasts completed (82.1%). FLWS finished in 0.7s. ETA: 13.0s. Rate: 346.13 forecasts/min
[2026-01-14T20:36:40.081644] [INFO ] [main      ] Fetching symbol history for TXN...
[2026-01-14T20:36:40.081687] [DEBUG] [REMOTE    ] TXN: Fetching historical data.
[2026-01-14T20:36:40.094490] [DEBUG] [MAG       ] AGX: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:40.094552] [DEBUG] [REMOTE    ] TXN: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:40.095691] [DEBUG] [LOCAL     ] Loaded configuration for TXN: 11 features, N/A% accuracy
[2026-01-14T20:36:40.095744] [INFO ] [LOCAL     ] TXN: Loaded 11 optimal features with 59.88% confidence from JSON config
[2026-01-14T20:36:40.095776] [DEBUG] [MAG       ] Building data for symbol: TXN with lookback: 0
[2026-01-14T20:36:40.096524] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2026-01-14T20:36:40.096607] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-14T20:36:40.098998] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-14T20:36:40.099994] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-14T20:36:40.102681] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-14T20:36:40.103988] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-14T20:36:40.107365] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-14T20:36:40.110108] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:40.111873] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:36:40.112486] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-14T20:36:40.113724] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-14T20:36:40.115718] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2026-01-14T20:36:40.121376] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:40.142230] [DEBUG] [MAG       ] GDC: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:40.209719] [INFO ] [LOCAL     ] GDC: Saved forecast.
[2026-01-14T20:36:40.210144] [INFO ] [main      ] GDC: Signal=1 (Conf=90.0%), Magnitude=3.56% (Conf=65.0909%)
[2026-01-14T20:36:40.210615] [INFO ] [main      ] Fetching symbol history for AWRE...
[2026-01-14T20:36:40.210669] [DEBUG] [REMOTE    ] AWRE: Fetching historical data.
[2026-01-14T20:36:40.212653] [INFO ] [main      ] Progress: 345/419 forecasts completed (82.3%). GDC finished in 0.7s. ETA: 12.8s. Rate: 346.37 forecasts/min
[2026-01-14T20:36:40.222196] [DEBUG] [REMOTE    ] AWRE: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:40.223156] [DEBUG] [LOCAL     ] Loaded configuration for AWRE: 7 features, N/A% accuracy
[2026-01-14T20:36:40.223207] [INFO ] [LOCAL     ] AWRE: Loaded 7 optimal features with 53.43% confidence from JSON config
[2026-01-14T20:36:40.223238] [DEBUG] [MAG       ] Building data for symbol: AWRE with lookback: 0
[2026-01-14T20:36:40.224044] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-14T20:36:40.224106] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:40.227148] [INFO ] [LOCAL     ] AGX: Saved forecast.
[2026-01-14T20:36:40.227217] [INFO ] [main      ] AGX: Signal=1 (Conf=90.0%), Magnitude=-3.92% (Conf=59.7344%)
[2026-01-14T20:36:40.227376] [INFO ] [main      ] Fetching symbol history for PHUN...
[2026-01-14T20:36:40.227420] [DEBUG] [REMOTE    ] PHUN: Fetching historical data.
[2026-01-14T20:36:40.228621] [INFO ] [main      ] Progress: 346/419 forecasts completed (82.6%). AGX finished in 0.7s. ETA: 12.6s. Rate: 347.28 forecasts/min
[2026-01-14T20:36:40.229813] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-14T20:36:40.230816] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-14T20:36:40.239481] [DEBUG] [REMOTE    ] PHUN: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:40.240691] [DEBUG] [LOCAL     ] Loaded configuration for PHUN: 6 features, N/A% accuracy
[2026-01-14T20:36:40.240747] [INFO ] [LOCAL     ] PHUN: Loaded 6 optimal features with 61.96% confidence from JSON config
[2026-01-14T20:36:40.240780] [DEBUG] [MAG       ] Building data for symbol: PHUN with lookback: 0
[2026-01-14T20:36:40.241801] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-14T20:36:40.241866] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:40.246887] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-14T20:36:40.247812] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-14T20:36:40.249036] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-14T20:36:40.251134] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-14T20:36:40.251917] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2026-01-14T20:36:40.253676] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:40.270425] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-14T20:36:40.271958] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-14T20:36:40.272697] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-14T20:36:40.274260] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2026-01-14T20:36:40.277108] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:40.310503] [DEBUG] [MAG       ] AMLX: Last date is validated at 2026-01-14
[2026-01-14T20:36:40.465846] [DEBUG] [MAG       ] TXN: Last date is validated at 2026-01-14
[2026-01-14T20:36:40.478691] [DEBUG] [MAG       ] AMLX: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:40.548058] [INFO ] [LOCAL     ] AMLX: Saved forecast.
[2026-01-14T20:36:40.548127] [INFO ] [main      ] AMLX: Signal=1 (Conf=90.0%), Magnitude=1.14% (Conf=61.2954%)
[2026-01-14T20:36:40.548290] [INFO ] [main      ] Fetching symbol history for AVA...
[2026-01-14T20:36:40.548336] [DEBUG] [REMOTE    ] AVA: Fetching historical data.
[2026-01-14T20:36:40.549671] [INFO ] [main      ] Progress: 347/419 forecasts completed (82.8%). AMLX finished in 0.6s. ETA: 12.5s. Rate: 346.43 forecasts/min
[2026-01-14T20:36:40.559627] [DEBUG] [REMOTE    ] AVA: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:40.560705] [DEBUG] [LOCAL     ] Loaded configuration for AVA: 7 features, N/A% accuracy
[2026-01-14T20:36:40.560758] [INFO ] [LOCAL     ] AVA: Loaded 7 optimal features with 57.13% confidence from JSON config
[2026-01-14T20:36:40.560789] [DEBUG] [MAG       ] Building data for symbol: AVA with lookback: 0
[2026-01-14T20:36:40.561590] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-14T20:36:40.561655] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:40.566625] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-14T20:36:40.568022] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-14T20:36:40.570109] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-14T20:36:40.574511] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-14T20:36:40.575690] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-14T20:36:40.578502] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-14T20:36:40.579177] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:40.597892] [DEBUG] [MAG       ] PHUN: Last date is validated at 2026-01-14
[2026-01-14T20:36:40.613130] [DEBUG] [MAG       ] AWRE: Last date is validated at 2026-01-14
[2026-01-14T20:36:40.638127] [DEBUG] [MAG       ] TXN: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:40.769818] [DEBUG] [MAG       ] PHUN: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:40.777904] [INFO ] [LOCAL     ] TXN: Saved forecast.
[2026-01-14T20:36:40.777981] [INFO ] [main      ] TXN: Signal=1 (Conf=90.0%), Magnitude=2.87% (Conf=59.876%)
[2026-01-14T20:36:40.778394] [INFO ] [main      ] Fetching symbol history for BMRN...
[2026-01-14T20:36:40.778451] [DEBUG] [REMOTE    ] BMRN: Fetching historical data.
[2026-01-14T20:36:40.779342] [INFO ] [main      ] Progress: 348/419 forecasts completed (83.1%). TXN finished in 0.7s. ETA: 12.3s. Rate: 346.10 forecasts/min
[2026-01-14T20:36:40.780399] [DEBUG] [MAG       ] AWRE: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:40.790401] [DEBUG] [REMOTE    ] BMRN: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:40.791525] [DEBUG] [LOCAL     ] Loaded configuration for BMRN: 4 features, N/A% accuracy
[2026-01-14T20:36:40.791596] [INFO ] [LOCAL     ] BMRN: Loaded 4 optimal features with 53.38% confidence from JSON config
[2026-01-14T20:36:40.791633] [DEBUG] [MAG       ] Building data for symbol: BMRN with lookback: 0
[2026-01-14T20:36:40.792432] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-14T20:36:40.792511] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:40.801046] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-14T20:36:40.802814] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-14T20:36:40.805031] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-14T20:36:40.809461] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:40.839523] [INFO ] [LOCAL     ] PHUN: Saved forecast.
[2026-01-14T20:36:40.839615] [INFO ] [main      ] PHUN: Signal=1 (Conf=90.0%), Magnitude=-0.67% (Conf=61.9557%)
[2026-01-14T20:36:40.839779] [INFO ] [main      ] Fetching symbol history for UBND...
[2026-01-14T20:36:40.839823] [DEBUG] [REMOTE    ] UBND: Fetching historical data.
[2026-01-14T20:36:40.840876] [INFO ] [main      ] Progress: 349/419 forecasts completed (83.3%). PHUN finished in 0.6s. ETA: 12.1s. Rate: 346.74 forecasts/min
[2026-01-14T20:36:40.845255] [INFO ] [LOCAL     ] AWRE: Saved forecast.
[2026-01-14T20:36:40.845322] [INFO ] [main      ] AWRE: Signal=1 (Conf=90.0%), Magnitude=-0.11% (Conf=53.4311%)
[2026-01-14T20:36:40.845652] [INFO ] [main      ] Progress: 350/419 forecasts completed (83.5%). AWRE finished in 0.6s. ETA: 11.9s. Rate: 347.71 forecasts/min
[2026-01-14T20:36:40.845770] [INFO ] [main      ] Fetching symbol history for BBCP...
[2026-01-14T20:36:40.845814] [DEBUG] [REMOTE    ] BBCP: Fetching historical data.
[2026-01-14T20:36:40.850966] [DEBUG] [REMOTE    ] UBND: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:40.852520] [DEBUG] [LOCAL     ] Loaded configuration for UBND: 6 features, N/A% accuracy
[2026-01-14T20:36:40.852595] [INFO ] [LOCAL     ] UBND: Loaded 6 optimal features with 41.99% confidence from JSON config
[2026-01-14T20:36:40.852635] [DEBUG] [MAG       ] Building data for symbol: UBND with lookback: 0
[2026-01-14T20:36:40.853600] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-14T20:36:40.853664] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-14T20:36:40.854763] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-14T20:36:40.857719] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-14T20:36:40.857835] [DEBUG] [REMOTE    ] BBCP: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:40.858619] [DEBUG] [LOCAL     ] Loaded configuration for BBCP: 6 features, N/A% accuracy
[2026-01-14T20:36:40.858671] [INFO ] [LOCAL     ] BBCP: Loaded 6 optimal features with 56.34% confidence from JSON config
[2026-01-14T20:36:40.858706] [DEBUG] [MAG       ] Building data for symbol: BBCP with lookback: 0
[2026-01-14T20:36:40.859698] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-14T20:36:40.859759] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:40.859882] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-14T20:36:40.861365] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-14T20:36:40.862148] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-14T20:36:40.864858] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-14T20:36:40.865237] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:40.865864] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-14T20:36:40.866532] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-14T20:36:40.869599] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-14T20:36:40.872379] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-14T20:36:40.873767] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:40.946114] [DEBUG] [MAG       ] AVA: Last date is validated at 2026-01-14
[2026-01-14T20:36:41.135203] [DEBUG] [MAG       ] AVA: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:41.166548] [DEBUG] [MAG       ] BMRN: Last date is validated at 2026-01-14
[2026-01-14T20:36:41.211334] [DEBUG] [MAG       ] BBCP: Last date is validated at 2026-01-14
[2026-01-14T20:36:41.217627] [DEBUG] [MAG       ] UBND: Last date is validated at 2026-01-14
[2026-01-14T20:36:41.221076] [INFO ] [LOCAL     ] AVA: Saved forecast.
[2026-01-14T20:36:41.221150] [INFO ] [main      ] AVA: Signal=1 (Conf=90.0%), Magnitude=2.86% (Conf=57.1347%)
[2026-01-14T20:36:41.221320] [INFO ] [main      ] Fetching symbol history for IGIC...
[2026-01-14T20:36:41.221365] [DEBUG] [REMOTE    ] IGIC: Fetching historical data.
[2026-01-14T20:36:41.221874] [INFO ] [main      ] Progress: 351/419 forecasts completed (83.8%). AVA finished in 0.7s. ETA: 11.8s. Rate: 346.54 forecasts/min
[2026-01-14T20:36:41.232518] [DEBUG] [REMOTE    ] IGIC: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:41.233672] [DEBUG] [LOCAL     ] Loaded configuration for IGIC: 5 features, N/A% accuracy
[2026-01-14T20:36:41.233726] [INFO ] [LOCAL     ] IGIC: Loaded 5 optimal features with 65.47% confidence from JSON config
[2026-01-14T20:36:41.233758] [DEBUG] [MAG       ] Building data for symbol: IGIC with lookback: 0
[2026-01-14T20:36:41.234643] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-14T20:36:41.234707] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:41.239907] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:41.241928] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:36:41.242462] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-14T20:36:41.244151] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-14T20:36:41.302633] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:41.343341] [DEBUG] [MAG       ] BMRN: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:41.386906] [DEBUG] [MAG       ] UBND: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:41.402446] [DEBUG] [MAG       ] BBCP: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:41.449272] [INFO ] [LOCAL     ] BMRN: Saved forecast.
[2026-01-14T20:36:41.449345] [INFO ] [main      ] BMRN: Signal=1 (Conf=90.0%), Magnitude=-0.72% (Conf=53.3817%)
[2026-01-14T20:36:41.449408] [INFO ] [LOCAL     ] UBND: Saved forecast.
[2026-01-14T20:36:41.449480] [INFO ] [main      ] UBND: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=41.9894%)
[2026-01-14T20:36:41.449787] [INFO ] [main      ] Fetching symbol history for MOH...
[2026-01-14T20:36:41.449836] [DEBUG] [REMOTE    ] MOH: Fetching historical data.
[2026-01-14T20:36:41.449741] [INFO ] [main      ] Fetching symbol history for UPWK...
[2026-01-14T20:36:41.450092] [DEBUG] [REMOTE    ] UPWK: Fetching historical data.
[2026-01-14T20:36:41.450682] [INFO ] [main      ] Progress: 352/419 forecasts completed (84.0%). BMRN finished in 0.7s. ETA: 11.6s. Rate: 346.23 forecasts/min
[2026-01-14T20:36:41.450844] [INFO ] [main      ] Progress: 353/419 forecasts completed (84.2%). UBND finished in 0.6s. ETA: 11.4s. Rate: 347.21 forecasts/min
[2026-01-14T20:36:41.461374] [DEBUG] [REMOTE    ] MOH: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:41.462846] [DEBUG] [REMOTE    ] UPWK: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:41.463223] [DEBUG] [LOCAL     ] Loaded configuration for MOH: 2 features, N/A% accuracy
[2026-01-14T20:36:41.463281] [INFO ] [LOCAL     ] MOH: Loaded 2 optimal features with 49.48% confidence from JSON config
[2026-01-14T20:36:41.463313] [DEBUG] [MAG       ] Building data for symbol: MOH with lookback: 0
[2026-01-14T20:36:41.463635] [DEBUG] [LOCAL     ] Loaded configuration for UPWK: 4 features, N/A% accuracy
[2026-01-14T20:36:41.463694] [INFO ] [LOCAL     ] UPWK: Loaded 4 optimal features with 49.36% confidence from JSON config
[2026-01-14T20:36:41.463725] [DEBUG] [MAG       ] Building data for symbol: UPWK with lookback: 0
[2026-01-14T20:36:41.464102] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-14T20:36:41.464162] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:41.464531] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-14T20:36:41.464615] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-14T20:36:41.465697] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-14T20:36:41.468315] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-14T20:36:41.469021] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-14T20:36:41.469079] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-14T20:36:41.470848] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:41.521113] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:41.542301] [INFO ] [LOCAL     ] BBCP: Saved forecast.
[2026-01-14T20:36:41.542371] [INFO ] [main      ] BBCP: Signal=1 (Conf=90.0%), Magnitude=-3.95% (Conf=56.3402%)
[2026-01-14T20:36:41.542741] [INFO ] [main      ] Progress: 354/419 forecasts completed (84.5%). BBCP finished in 0.7s. ETA: 11.2s. Rate: 347.67 forecasts/min
[2026-01-14T20:36:41.542885] [INFO ] [main      ] Fetching symbol history for SHEN...
[2026-01-14T20:36:41.542934] [DEBUG] [REMOTE    ] SHEN: Fetching historical data.
[2026-01-14T20:36:41.555890] [DEBUG] [REMOTE    ] SHEN: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:41.558534] [DEBUG] [LOCAL     ] Loaded configuration for SHEN: 3 features, N/A% accuracy
[2026-01-14T20:36:41.558611] [INFO ] [LOCAL     ] SHEN: Loaded 3 optimal features with 67.68% confidence from JSON config
[2026-01-14T20:36:41.558646] [DEBUG] [MAG       ] Building data for symbol: SHEN with lookback: 0
[2026-01-14T20:36:41.559444] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-14T20:36:41.559507] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:41.561289] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:36:41.561849] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-14T20:36:41.563516] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:41.645788] [DEBUG] [MAG       ] IGIC: Last date is validated at 2026-01-14
[2026-01-14T20:36:41.831363] [DEBUG] [MAG       ] IGIC: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:41.838454] [DEBUG] [MAG       ] UPWK: Last date is validated at 2026-01-14
[2026-01-14T20:36:41.900628] [DEBUG] [MAG       ] MOH: Last date is validated at 2026-01-14
[2026-01-14T20:36:41.908390] [INFO ] [LOCAL     ] IGIC: Saved forecast.
[2026-01-14T20:36:41.908466] [INFO ] [main      ] IGIC: Signal=1 (Conf=90.0%), Magnitude=1.98% (Conf=65.4739%)
[2026-01-14T20:36:41.908652] [INFO ] [main      ] Fetching symbol history for TD...
[2026-01-14T20:36:41.908700] [DEBUG] [REMOTE    ] TD: Fetching historical data.
[2026-01-14T20:36:41.909909] [INFO ] [main      ] Progress: 355/419 forecasts completed (84.7%). IGIC finished in 0.7s. ETA: 11.1s. Rate: 346.57 forecasts/min
[2026-01-14T20:36:41.915620] [DEBUG] [MAG       ] SHEN: Last date is validated at 2026-01-14
[2026-01-14T20:36:41.920267] [DEBUG] [REMOTE    ] TD: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:41.921190] [DEBUG] [LOCAL     ] Loaded configuration for TD: 5 features, N/A% accuracy
[2026-01-14T20:36:41.921244] [INFO ] [LOCAL     ] TD: Loaded 5 optimal features with 45.19% confidence from JSON config
[2026-01-14T20:36:41.921279] [DEBUG] [MAG       ] Building data for symbol: TD with lookback: 0
[2026-01-14T20:36:41.922160] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-14T20:36:41.922226] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:41.927723] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-14T20:36:41.976690] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-14T20:36:41.979143] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-14T20:36:41.981384] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2026-01-14T20:36:41.982707] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:42.011918] [DEBUG] [MAG       ] UPWK: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:42.073786] [DEBUG] [MAG       ] MOH: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:42.088176] [DEBUG] [MAG       ] SHEN: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:42.092511] [INFO ] [LOCAL     ] UPWK: Saved forecast.
[2026-01-14T20:36:42.092619] [INFO ] [main      ] UPWK: Signal=1 (Conf=90.0%), Magnitude=-1.80% (Conf=49.3574%)
[2026-01-14T20:36:42.093025] [INFO ] [main      ] Fetching symbol history for SANM...
[2026-01-14T20:36:42.093087] [DEBUG] [REMOTE    ] SANM: Fetching historical data.
[2026-01-14T20:36:42.093664] [INFO ] [main      ] Progress: 356/419 forecasts completed (85.0%). UPWK finished in 0.6s. ETA: 10.9s. Rate: 346.51 forecasts/min
[2026-01-14T20:36:42.105196] [DEBUG] [REMOTE    ] SANM: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:42.109091] [DEBUG] [LOCAL     ] Loaded configuration for SANM: 6 features, N/A% accuracy
[2026-01-14T20:36:42.109145] [INFO ] [LOCAL     ] SANM: Loaded 6 optimal features with 46.81% confidence from JSON config
[2026-01-14T20:36:42.109175] [DEBUG] [MAG       ] Building data for symbol: SANM with lookback: 0
[2026-01-14T20:36:42.110013] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-14T20:36:42.110080] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:42.111778] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:36:42.112277] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:36:42.112682] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-14T20:36:42.151933] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-14T20:36:42.152776] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-14T20:36:42.154021] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:42.154195] [INFO ] [LOCAL     ] SHEN: Saved forecast.
[2026-01-14T20:36:42.154265] [INFO ] [main      ] SHEN: Signal=1 (Conf=90.0%), Magnitude=-1.97% (Conf=67.6768%)
[2026-01-14T20:36:42.154662] [INFO ] [main      ] Progress: 357/419 forecasts completed (85.2%). SHEN finished in 0.6s. ETA: 10.7s. Rate: 347.14 forecasts/min
[2026-01-14T20:36:42.154789] [INFO ] [main      ] Fetching symbol history for DJCO...
[2026-01-14T20:36:42.154832] [DEBUG] [REMOTE    ] DJCO: Fetching historical data.
[2026-01-14T20:36:42.165845] [DEBUG] [REMOTE    ] DJCO: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:42.167278] [DEBUG] [LOCAL     ] Loaded configuration for DJCO: 4 features, N/A% accuracy
[2026-01-14T20:36:42.167337] [INFO ] [LOCAL     ] DJCO: Loaded 4 optimal features with 58.58% confidence from JSON config
[2026-01-14T20:36:42.167371] [DEBUG] [MAG       ] Building data for symbol: DJCO with lookback: 0
[2026-01-14T20:36:42.168284] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-14T20:36:42.168347] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:42.173475] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-14T20:36:42.174353] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-14T20:36:42.176880] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-14T20:36:42.177908] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:42.215103] [INFO ] [LOCAL     ] MOH: Saved forecast.
[2026-01-14T20:36:42.215179] [INFO ] [main      ] MOH: Signal=1 (Conf=90.0%), Magnitude=-7.85% (Conf=49.4823%)
[2026-01-14T20:36:42.215583] [INFO ] [main      ] Fetching symbol history for ING...
[2026-01-14T20:36:42.215637] [DEBUG] [REMOTE    ] ING: Fetching historical data.
[2026-01-14T20:36:42.216662] [INFO ] [main      ] Progress: 358/419 forecasts completed (85.4%). MOH finished in 0.8s. ETA: 10.5s. Rate: 347.76 forecasts/min
[2026-01-14T20:36:42.227045] [DEBUG] [REMOTE    ] ING: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:42.227883] [DEBUG] [LOCAL     ] Loaded configuration for ING: 7 features, N/A% accuracy
[2026-01-14T20:36:42.227942] [INFO ] [LOCAL     ] ING: Loaded 7 optimal features with 55.69% confidence from JSON config
[2026-01-14T20:36:42.227975] [DEBUG] [MAG       ] Building data for symbol: ING with lookback: 0
[2026-01-14T20:36:42.228792] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-14T20:36:42.228856] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:42.234941] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-14T20:36:42.238020] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-14T20:36:42.238693] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:42.240443] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:36:42.240948] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-14T20:36:42.242045] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-14T20:36:42.244089] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:42.343268] [DEBUG] [MAG       ] TD: Last date is validated at 2026-01-14
[2026-01-14T20:36:42.493942] [DEBUG] [MAG       ] SANM: Last date is validated at 2026-01-14
[2026-01-14T20:36:42.518445] [DEBUG] [MAG       ] TD: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:42.518930] [DEBUG] [MAG       ] DJCO: Last date is validated at 2026-01-14
[2026-01-14T20:36:42.602548] [DEBUG] [MAG       ] ING: Last date is validated at 2026-01-14
[2026-01-14T20:36:42.610078] [INFO ] [LOCAL     ] TD: Saved forecast.
[2026-01-14T20:36:42.610152] [INFO ] [main      ] TD: Signal=1 (Conf=90.0%), Magnitude=-0.07% (Conf=45.1902%)
[2026-01-14T20:36:42.610322] [INFO ] [main      ] Fetching symbol history for BWIN...
[2026-01-14T20:36:42.610368] [DEBUG] [REMOTE    ] BWIN: Fetching historical data.
[2026-01-14T20:36:42.612733] [INFO ] [main      ] Progress: 359/419 forecasts completed (85.7%). TD finished in 0.7s. ETA: 10.4s. Rate: 346.51 forecasts/min
[2026-01-14T20:36:42.622252] [DEBUG] [REMOTE    ] BWIN: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:42.623232] [DEBUG] [LOCAL     ] Loaded configuration for BWIN: 11 features, N/A% accuracy
[2026-01-14T20:36:42.623284] [INFO ] [LOCAL     ] BWIN: Loaded 11 optimal features with 70.13% confidence from JSON config
[2026-01-14T20:36:42.623340] [DEBUG] [MAG       ] Building data for symbol: BWIN with lookback: 0
[2026-01-14T20:36:42.624155] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2026-01-14T20:36:42.624223] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:42.629436] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-14T20:36:42.630301] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-14T20:36:42.631162] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-14T20:36:42.632247] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-14T20:36:42.667453] [DEBUG] [MAG       ] SANM: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:42.680809] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-14T20:36:42.681858] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-14T20:36:42.682521] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:42.684374] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:36:42.684879] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-14T20:36:42.686000] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-14T20:36:42.687425] [DEBUG] [MAG       ] DJCO: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:42.688096] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:42.777927] [DEBUG] [MAG       ] ING: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:42.801608] [INFO ] [LOCAL     ] SANM: Saved forecast.
[2026-01-14T20:36:42.801684] [INFO ] [main      ] SANM: Signal=1 (Conf=90.0%), Magnitude=1.46% (Conf=46.8081%)
[2026-01-14T20:36:42.802047] [INFO ] [main      ] Fetching symbol history for DTIL...
[2026-01-14T20:36:42.802099] [DEBUG] [REMOTE    ] DTIL: Fetching historical data.
[2026-01-14T20:36:42.802080] [INFO ] [main      ] Progress: 360/419 forecasts completed (85.9%). SANM finished in 0.7s. ETA: 10.2s. Rate: 346.42 forecasts/min
[2026-01-14T20:36:42.813804] [DEBUG] [REMOTE    ] DTIL: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:42.814762] [DEBUG] [LOCAL     ] Loaded configuration for DTIL: 2 features, N/A% accuracy
[2026-01-14T20:36:42.814814] [INFO ] [LOCAL     ] DTIL: Loaded 2 optimal features with 55.74% confidence from JSON config
[2026-01-14T20:36:42.814846] [DEBUG] [MAG       ] Building data for symbol: DTIL with lookback: 0
[2026-01-14T20:36:42.815654] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-14T20:36:42.815712] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:42.820901] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-14T20:36:42.822407] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:42.846096] [INFO ] [LOCAL     ] DJCO: Saved forecast.
[2026-01-14T20:36:42.846164] [INFO ] [main      ] DJCO: Signal=1 (Conf=90.0%), Magnitude=-0.68% (Conf=58.5776%)
[2026-01-14T20:36:42.846529] [INFO ] [main      ] Progress: 361/419 forecasts completed (86.2%). DJCO finished in 0.7s. ETA: 10.0s. Rate: 347.14 forecasts/min
[2026-01-14T20:36:42.846664] [INFO ] [main      ] Fetching symbol history for VECO...
[2026-01-14T20:36:42.846709] [DEBUG] [REMOTE    ] VECO: Fetching historical data.
[2026-01-14T20:36:42.854678] [INFO ] [LOCAL     ] ING: Saved forecast.
[2026-01-14T20:36:42.854753] [INFO ] [main      ] ING: Signal=1 (Conf=90.0%), Magnitude=-0.10% (Conf=55.6873%)
[2026-01-14T20:36:42.854920] [INFO ] [main      ] Fetching symbol history for DASH...
[2026-01-14T20:36:42.854965] [DEBUG] [REMOTE    ] DASH: Fetching historical data.
[2026-01-14T20:36:42.855224] [INFO ] [main      ] Progress: 362/419 forecasts completed (86.4%). ING finished in 0.6s. ETA: 9.8s. Rate: 348.05 forecasts/min
[2026-01-14T20:36:42.859933] [DEBUG] [REMOTE    ] VECO: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:42.861197] [DEBUG] [LOCAL     ] Loaded configuration for VECO: 2 features, N/A% accuracy
[2026-01-14T20:36:42.861257] [INFO ] [LOCAL     ] VECO: Loaded 2 optimal features with 50.93% confidence from JSON config
[2026-01-14T20:36:42.861291] [DEBUG] [MAG       ] Building data for symbol: VECO with lookback: 0
[2026-01-14T20:36:42.862149] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-14T20:36:42.862524] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-14T20:36:42.864169] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-14T20:36:42.865110] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:42.866275] [DEBUG] [REMOTE    ] DASH: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:42.866945] [DEBUG] [LOCAL     ] Loaded configuration for DASH: 3 features, N/A% accuracy
[2026-01-14T20:36:42.866997] [INFO ] [LOCAL     ] DASH: Loaded 3 optimal features with 68.08% confidence from JSON config
[2026-01-14T20:36:42.867029] [DEBUG] [MAG       ] Building data for symbol: DASH with lookback: 0
[2026-01-14T20:36:42.867845] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-14T20:36:42.867918] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:42.872881] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-14T20:36:42.873931] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-14T20:36:42.875735] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:43.047654] [DEBUG] [MAG       ] BWIN: Last date is validated at 2026-01-14
[2026-01-14T20:36:43.180741] [DEBUG] [MAG       ] DTIL: Last date is validated at 2026-01-14
[2026-01-14T20:36:43.215926] [DEBUG] [MAG       ] BWIN: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:43.232554] [DEBUG] [MAG       ] DASH: Last date is validated at 2026-01-14
[2026-01-14T20:36:43.240532] [DEBUG] [MAG       ] VECO: Last date is validated at 2026-01-14
[2026-01-14T20:36:43.314437] [INFO ] [LOCAL     ] BWIN: Saved forecast.
[2026-01-14T20:36:43.314516] [INFO ] [main      ] BWIN: Signal=1 (Conf=90.0%), Magnitude=1.58% (Conf=70.1268%)
[2026-01-14T20:36:43.314694] [INFO ] [main      ] Fetching symbol history for SOCL...
[2026-01-14T20:36:43.314739] [DEBUG] [REMOTE    ] SOCL: Fetching historical data.
[2026-01-14T20:36:43.315886] [INFO ] [main      ] Progress: 363/419 forecasts completed (86.6%). BWIN finished in 0.7s. ETA: 9.7s. Rate: 346.45 forecasts/min
[2026-01-14T20:36:43.324714] [DEBUG] [REMOTE    ] SOCL: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:43.325763] [DEBUG] [LOCAL     ] Loaded configuration for SOCL: 5 features, N/A% accuracy
[2026-01-14T20:36:43.325823] [INFO ] [LOCAL     ] SOCL: Loaded 5 optimal features with 52.17% confidence from JSON config
[2026-01-14T20:36:43.325854] [DEBUG] [MAG       ] Building data for symbol: SOCL with lookback: 0
[2026-01-14T20:36:43.326635] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-14T20:36:43.326695] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:43.331516] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:43.333403] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:36:43.333903] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:36:43.334289] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-14T20:36:43.335047] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:43.364964] [DEBUG] [MAG       ] DTIL: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:43.405357] [DEBUG] [MAG       ] DASH: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:43.428779] [DEBUG] [MAG       ] VECO: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:43.429854] [INFO ] [LOCAL     ] DTIL: Saved forecast.
[2026-01-14T20:36:43.429926] [INFO ] [main      ] DTIL: Signal=1 (Conf=90.0%), Magnitude=4.09% (Conf=55.7434%)
[2026-01-14T20:36:43.430275] [INFO ] [main      ] Fetching symbol history for CWCO...
[2026-01-14T20:36:43.430324] [DEBUG] [REMOTE    ] CWCO: Fetching historical data.
[2026-01-14T20:36:43.430671] [INFO ] [main      ] Progress: 364/419 forecasts completed (86.9%). DTIL finished in 0.6s. ETA: 9.5s. Rate: 346.77 forecasts/min
[2026-01-14T20:36:43.441722] [DEBUG] [REMOTE    ] CWCO: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:43.442894] [DEBUG] [LOCAL     ] Loaded configuration for CWCO: 1 features, N/A% accuracy
[2026-01-14T20:36:43.442947] [INFO ] [LOCAL     ] CWCO: Loaded 1 optimal features with 47.40% confidence from JSON config
[2026-01-14T20:36:43.442979] [DEBUG] [MAG       ] Building data for symbol: CWCO with lookback: 0
[2026-01-14T20:36:43.443773] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-14T20:36:43.443831] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-14T20:36:43.507990] [INFO ] [LOCAL     ] VECO: Saved forecast.
[2026-01-14T20:36:43.508063] [INFO ] [main      ] VECO: Signal=1 (Conf=90.0%), Magnitude=1.80% (Conf=50.9345%)
[2026-01-14T20:36:43.508441] [INFO ] [main      ] Progress: 365/419 forecasts completed (87.1%). VECO finished in 0.7s. ETA: 9.3s. Rate: 347.30 forecasts/min
[2026-01-14T20:36:43.508566] [INFO ] [main      ] Fetching symbol history for AMWL...
[2026-01-14T20:36:43.508628] [DEBUG] [REMOTE    ] AMWL: Fetching historical data.
[2026-01-14T20:36:43.520305] [DEBUG] [REMOTE    ] AMWL: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:43.521459] [DEBUG] [LOCAL     ] Loaded configuration for AMWL: 5 features, N/A% accuracy
[2026-01-14T20:36:43.521512] [INFO ] [LOCAL     ] AMWL: Loaded 5 optimal features with 55.29% confidence from JSON config
[2026-01-14T20:36:43.521544] [DEBUG] [MAG       ] Building data for symbol: AMWL with lookback: 0
[2026-01-14T20:36:43.522390] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-14T20:36:43.522451] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:43.527412] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-14T20:36:43.528341] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-14T20:36:43.529083] [INFO ] [LOCAL     ] DASH: Saved forecast.
[2026-01-14T20:36:43.529157] [INFO ] [main      ] DASH: Signal=1 (Conf=90.0%), Magnitude=-5.34% (Conf=68.0828%)
[2026-01-14T20:36:43.529534] [INFO ] [main      ] Fetching symbol history for TBB...
[2026-01-14T20:36:43.529601] [DEBUG] [REMOTE    ] TBB: Fetching historical data.
[2026-01-14T20:36:43.530663] [INFO ] [main      ] Progress: 366/419 forecasts completed (87.4%). DASH finished in 0.7s. ETA: 9.1s. Rate: 348.13 forecasts/min
[2026-01-14T20:36:43.531059] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-14T20:36:43.541421] [DEBUG] [REMOTE    ] TBB: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:43.542279] [DEBUG] [LOCAL     ] Loaded configuration for TBB: 7 features, N/A% accuracy
[2026-01-14T20:36:43.542333] [INFO ] [LOCAL     ] TBB: Loaded 7 optimal features with 56.08% confidence from JSON config
[2026-01-14T20:36:43.542367] [DEBUG] [MAG       ] Building data for symbol: TBB with lookback: 0
[2026-01-14T20:36:43.543176] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-14T20:36:43.543252] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:43.548263] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:43.550098] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:36:43.550602] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:36:43.551036] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-14T20:36:43.551952] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-14T20:36:43.554326] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-14T20:36:43.554989] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:43.556402] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:43.653369] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-14T20:36:43.654401] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:43.672655] [DEBUG] [MAG       ] SOCL: Last date is validated at 2026-01-14
[2026-01-14T20:36:43.838220] [DEBUG] [MAG       ] SOCL: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:43.895477] [DEBUG] [MAG       ] CWCO: Last date is validated at 2026-01-14
[2026-01-14T20:36:43.908181] [DEBUG] [MAG       ] TBB: Last date is validated at 2026-01-14
[2026-01-14T20:36:43.915172] [INFO ] [LOCAL     ] SOCL: Saved forecast.
[2026-01-14T20:36:43.915239] [INFO ] [main      ] SOCL: Signal=1 (Conf=90.0%), Magnitude=-2.14% (Conf=52.1701%)
[2026-01-14T20:36:43.915396] [INFO ] [main      ] Fetching symbol history for NKTX...
[2026-01-14T20:36:43.915440] [DEBUG] [REMOTE    ] NKTX: Fetching historical data.
[2026-01-14T20:36:43.917688] [INFO ] [main      ] Progress: 367/419 forecasts completed (87.6%). SOCL finished in 0.6s. ETA: 9.0s. Rate: 346.95 forecasts/min
[2026-01-14T20:36:43.926024] [DEBUG] [REMOTE    ] NKTX: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:43.926912] [DEBUG] [LOCAL     ] Loaded configuration for NKTX: 7 features, N/A% accuracy
[2026-01-14T20:36:43.926988] [INFO ] [LOCAL     ] NKTX: Loaded 7 optimal features with 63.97% confidence from JSON config
[2026-01-14T20:36:43.927023] [DEBUG] [MAG       ] Building data for symbol: NKTX with lookback: 0
[2026-01-14T20:36:43.927864] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-14T20:36:43.927930] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:43.929725] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:36:43.930244] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:36:43.930727] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-14T20:36:43.931682] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-14T20:36:44.009297] [DEBUG] [MAG       ] AMWL: Last date is validated at 2026-01-14
[2026-01-14T20:36:44.060000] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-14T20:36:44.064836] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2026-01-14T20:36:44.067501] [DEBUG] [MAG       ] CWCO: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:44.067730] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:44.091089] [DEBUG] [MAG       ] TBB: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:44.143474] [INFO ] [LOCAL     ] CWCO: Saved forecast.
[2026-01-14T20:36:44.143545] [INFO ] [main      ] CWCO: Signal=1 (Conf=90.0%), Magnitude=-1.31% (Conf=47.3983%)
[2026-01-14T20:36:44.143983] [INFO ] [main      ] Fetching symbol history for HSAI...
[2026-01-14T20:36:44.144036] [DEBUG] [REMOTE    ] HSAI: Fetching historical data.
[2026-01-14T20:36:44.144679] [INFO ] [main      ] Progress: 368/419 forecasts completed (87.8%). CWCO finished in 0.7s. ETA: 8.8s. Rate: 346.66 forecasts/min
[2026-01-14T20:36:44.155633] [DEBUG] [REMOTE    ] HSAI: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:44.156545] [DEBUG] [LOCAL     ] Loaded configuration for HSAI: 2 features, N/A% accuracy
[2026-01-14T20:36:44.156623] [INFO ] [LOCAL     ] HSAI: Loaded 2 optimal features with 63.94% confidence from JSON config
[2026-01-14T20:36:44.156658] [DEBUG] [MAG       ] Building data for symbol: HSAI with lookback: 0
[2026-01-14T20:36:44.157422] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-14T20:36:44.157940] [INFO ] [LOCAL     ] TBB: Saved forecast.
[2026-01-14T20:36:44.158014] [INFO ] [main      ] TBB: Signal=1 (Conf=90.0%), Magnitude=0.01% (Conf=56.0761%)
[2026-01-14T20:36:44.158397] [INFO ] [main      ] Fetching symbol history for DUKB...
[2026-01-14T20:36:44.158450] [DEBUG] [REMOTE    ] DUKB: Fetching historical data.
[2026-01-14T20:36:44.158633] [INFO ] [main      ] Progress: 369/419 forecasts completed (88.1%). TBB finished in 0.6s. ETA: 8.6s. Rate: 347.52 forecasts/min
[2026-01-14T20:36:44.157481] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-14T20:36:44.161063] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-14T20:36:44.169921] [DEBUG] [REMOTE    ] DUKB: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:44.170661] [DEBUG] [LOCAL     ] Loaded configuration for DUKB: 2 features, N/A% accuracy
[2026-01-14T20:36:44.170714] [INFO ] [LOCAL     ] DUKB: Loaded 2 optimal features with 44.28% confidence from JSON config
[2026-01-14T20:36:44.170745] [DEBUG] [MAG       ] Building data for symbol: DUKB with lookback: 0
[2026-01-14T20:36:44.171770] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-14T20:36:44.171838] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-14T20:36:44.173901] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-14T20:36:44.181254] [DEBUG] [MAG       ] AMWL: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:44.190730] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:44.201566] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:44.258657] [INFO ] [LOCAL     ] AMWL: Saved forecast.
[2026-01-14T20:36:44.258727] [INFO ] [main      ] AMWL: Signal=1 (Conf=90.0%), Magnitude=-2.09% (Conf=55.2857%)
[2026-01-14T20:36:44.259076] [INFO ] [main      ] Fetching symbol history for BRZE...
[2026-01-14T20:36:44.259128] [DEBUG] [REMOTE    ] BRZE: Fetching historical data.
[2026-01-14T20:36:44.260055] [INFO ] [main      ] Progress: 370/419 forecasts completed (88.3%). AMWL finished in 0.7s. ETA: 8.5s. Rate: 347.91 forecasts/min
[2026-01-14T20:36:44.271838] [DEBUG] [REMOTE    ] BRZE: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:44.272815] [DEBUG] [LOCAL     ] Loaded configuration for BRZE: 6 features, N/A% accuracy
[2026-01-14T20:36:44.272873] [INFO ] [LOCAL     ] BRZE: Loaded 6 optimal features with 56.40% confidence from JSON config
[2026-01-14T20:36:44.272906] [DEBUG] [MAG       ] Building data for symbol: BRZE with lookback: 0
[2026-01-14T20:36:44.273731] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-14T20:36:44.273794] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:44.278641] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-14T20:36:44.280375] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-14T20:36:44.281162] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-14T20:36:44.282442] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-14T20:36:44.284764] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2026-01-14T20:36:44.286116] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:44.409051] [DEBUG] [MAG       ] NKTX: Last date is validated at 2026-01-14
[2026-01-14T20:36:44.547986] [DEBUG] [MAG       ] DUKB: Last date is validated at 2026-01-14
[2026-01-14T20:36:44.553159] [DEBUG] [MAG       ] HSAI: Last date is validated at 2026-01-14
[2026-01-14T20:36:44.577611] [DEBUG] [MAG       ] NKTX: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:44.627791] [DEBUG] [MAG       ] BRZE: Last date is validated at 2026-01-14
[2026-01-14T20:36:44.637992] [INFO ] [LOCAL     ] NKTX: Saved forecast.
[2026-01-14T20:36:44.638075] [INFO ] [main      ] NKTX: Signal=1 (Conf=90.0%), Magnitude=2.83% (Conf=63.9722%)
[2026-01-14T20:36:44.638232] [INFO ] [main      ] Fetching symbol history for XRX...
[2026-01-14T20:36:44.638276] [DEBUG] [REMOTE    ] XRX: Fetching historical data.
[2026-01-14T20:36:44.638864] [INFO ] [main      ] Progress: 371/419 forecasts completed (88.5%). NKTX finished in 0.7s. ETA: 8.3s. Rate: 346.79 forecasts/min
[2026-01-14T20:36:44.648901] [DEBUG] [REMOTE    ] XRX: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:44.649939] [DEBUG] [LOCAL     ] Loaded configuration for XRX: 6 features, N/A% accuracy
[2026-01-14T20:36:44.649991] [INFO ] [LOCAL     ] XRX: Loaded 6 optimal features with 67.99% confidence from JSON config
[2026-01-14T20:36:44.650022] [DEBUG] [MAG       ] Building data for symbol: XRX with lookback: 0
[2026-01-14T20:36:44.650797] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-14T20:36:44.650857] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:44.652528] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:36:44.653066] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:36:44.653506] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:36:44.653924] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-14T20:36:44.654854] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-14T20:36:44.655538] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:44.730100] [DEBUG] [MAG       ] HSAI: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:44.798402] [DEBUG] [MAG       ] BRZE: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:44.808162] [DEBUG] [MAG       ] DUKB: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:44.817596] [INFO ] [LOCAL     ] HSAI: Saved forecast.
[2026-01-14T20:36:44.817688] [INFO ] [main      ] HSAI: Signal=1 (Conf=90.0%), Magnitude=6.97% (Conf=63.9359%)
[2026-01-14T20:36:44.818059] [INFO ] [main      ] Fetching symbol history for DHI...
[2026-01-14T20:36:44.818111] [DEBUG] [REMOTE    ] DHI: Fetching historical data.
[2026-01-14T20:36:44.818663] [INFO ] [main      ] Progress: 372/419 forecasts completed (88.8%). HSAI finished in 0.7s. ETA: 8.1s. Rate: 346.75 forecasts/min
[2026-01-14T20:36:44.830192] [DEBUG] [REMOTE    ] DHI: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:44.831402] [DEBUG] [LOCAL     ] Loaded configuration for DHI: 5 features, N/A% accuracy
[2026-01-14T20:36:44.831458] [INFO ] [LOCAL     ] DHI: Loaded 5 optimal features with 50.77% confidence from JSON config
[2026-01-14T20:36:44.831492] [DEBUG] [MAG       ] Building data for symbol: DHI with lookback: 0
[2026-01-14T20:36:44.832380] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-14T20:36:44.832444] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:44.837462] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:44.839478] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:36:44.840040] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-14T20:36:44.869924] [INFO ] [LOCAL     ] DUKB: Saved forecast.
[2026-01-14T20:36:44.869996] [INFO ] [main      ] DUKB: Signal=1 (Conf=90.0%), Magnitude=-0.03% (Conf=44.2832%)
[2026-01-14T20:36:44.870153] [INFO ] [main      ] Fetching symbol history for LAES...
[2026-01-14T20:36:44.870196] [DEBUG] [REMOTE    ] LAES: Fetching historical data.
[2026-01-14T20:36:44.870955] [INFO ] [main      ] Progress: 373/419 forecasts completed (89.0%). DUKB finished in 0.7s. ETA: 7.9s. Rate: 347.40 forecasts/min
[2026-01-14T20:36:44.882104] [DEBUG] [REMOTE    ] LAES: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:44.882825] [DEBUG] [LOCAL     ] Loaded configuration for LAES: 5 features, N/A% accuracy
[2026-01-14T20:36:44.882880] [INFO ] [LOCAL     ] LAES: Loaded 5 optimal features with 56.01% confidence from JSON config
[2026-01-14T20:36:44.882911] [DEBUG] [MAG       ] Building data for symbol: LAES with lookback: 0
[2026-01-14T20:36:44.883707] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-14T20:36:44.883767] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:44.885685] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:36:44.888543] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:36:44.889053] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:36:44.889494] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-14T20:36:44.890469] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:44.892178] [INFO ] [LOCAL     ] BRZE: Saved forecast.
[2026-01-14T20:36:44.892254] [INFO ] [main      ] BRZE: Signal=1 (Conf=90.0%), Magnitude=2.17% (Conf=56.3953%)
[2026-01-14T20:36:44.892596] [INFO ] [main      ] Progress: 374/419 forecasts completed (89.3%). BRZE finished in 0.6s. ETA: 7.8s. Rate: 348.22 forecasts/min
[2026-01-14T20:36:44.892719] [INFO ] [main      ] Fetching symbol history for CGON...
[2026-01-14T20:36:44.892762] [DEBUG] [REMOTE    ] CGON: Fetching historical data.
[2026-01-14T20:36:44.904466] [DEBUG] [REMOTE    ] CGON: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:44.905245] [DEBUG] [LOCAL     ] Loaded configuration for CGON: 1 features, N/A% accuracy
[2026-01-14T20:36:44.905316] [INFO ] [LOCAL     ] CGON: Loaded 1 optimal features with 49.72% confidence from JSON config
[2026-01-14T20:36:44.905369] [DEBUG] [MAG       ] Building data for symbol: CGON with lookback: 0
[2026-01-14T20:36:44.906165] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-14T20:36:44.906264] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-14T20:36:44.908809] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:44.955812] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-14T20:36:44.958997] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:44.993762] [DEBUG] [MAG       ] XRX: Last date is validated at 2026-01-14
[2026-01-14T20:36:45.160570] [DEBUG] [MAG       ] XRX: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:45.222827] [INFO ] [LOCAL     ] XRX: Saved forecast.
[2026-01-14T20:36:45.222897] [INFO ] [main      ] XRX: Signal=1 (Conf=90.0%), Magnitude=2.25% (Conf=67.991%)
[2026-01-14T20:36:45.223336] [INFO ] [main      ] Fetching symbol history for ASA...
[2026-01-14T20:36:45.223388] [DEBUG] [REMOTE    ] ASA: Fetching historical data.
[2026-01-14T20:36:45.223670] [INFO ] [main      ] Progress: 375/419 forecasts completed (89.5%). XRX finished in 0.6s. ETA: 7.6s. Rate: 347.36 forecasts/min
[2026-01-14T20:36:45.234742] [DEBUG] [REMOTE    ] ASA: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:45.235623] [DEBUG] [LOCAL     ] Loaded configuration for ASA: 8 features, N/A% accuracy
[2026-01-14T20:36:45.235676] [INFO ] [LOCAL     ] ASA: Loaded 8 optimal features with 56.00% confidence from JSON config
[2026-01-14T20:36:45.235707] [DEBUG] [MAG       ] Building data for symbol: ASA with lookback: 0
[2026-01-14T20:36:45.236789] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-14T20:36:45.236851] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:45.238523] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:36:45.239050] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:36:45.239504] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-14T20:36:45.240440] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-14T20:36:45.245308] [DEBUG] [MAG       ] LAES: Last date is validated at 2026-01-14
[2026-01-14T20:36:45.253058] [DEBUG] [MAG       ] CGON: Last date is validated at 2026-01-14
[2026-01-14T20:36:45.337826] [DEBUG] [MAG       ] DHI: Last date is validated at 2026-01-14
[2026-01-14T20:36:45.350828] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-14T20:36:45.352052] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-14T20:36:45.352699] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2026-01-14T20:36:45.355465] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:45.415825] [DEBUG] [MAG       ] LAES: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:45.430100] [DEBUG] [MAG       ] CGON: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:45.491440] [INFO ] [LOCAL     ] LAES: Saved forecast.
[2026-01-14T20:36:45.491509] [INFO ] [main      ] LAES: Signal=1 (Conf=90.0%), Magnitude=-5.58% (Conf=56.0055%)
[2026-01-14T20:36:45.491692] [INFO ] [main      ] Fetching symbol history for NVDD...
[2026-01-14T20:36:45.491742] [DEBUG] [REMOTE    ] NVDD: Fetching historical data.
[2026-01-14T20:36:45.492925] [INFO ] [main      ] Progress: 376/419 forecasts completed (89.7%). LAES finished in 0.6s. ETA: 7.4s. Rate: 346.85 forecasts/min
[2026-01-14T20:36:45.502711] [DEBUG] [REMOTE    ] NVDD: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:45.503835] [DEBUG] [LOCAL     ] Loaded configuration for NVDD: 5 features, N/A% accuracy
[2026-01-14T20:36:45.503900] [INFO ] [LOCAL     ] NVDD: Loaded 5 optimal features with 76.28% confidence from JSON config
[2026-01-14T20:36:45.503934] [DEBUG] [MAG       ] Building data for symbol: NVDD with lookback: 0
[2026-01-14T20:36:45.504732] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-14T20:36:45.504795] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:45.510092] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-14T20:36:45.511097] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-14T20:36:45.513546] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-14T20:36:45.514069] [DEBUG] [MAG       ] DHI: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:45.515234] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-14T20:36:45.515950] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:45.532600] [INFO ] [LOCAL     ] CGON: Saved forecast.
[2026-01-14T20:36:45.532671] [INFO ] [main      ] CGON: Signal=1 (Conf=90.0%), Magnitude=5.97% (Conf=49.7247%)
[2026-01-14T20:36:45.533034] [INFO ] [main      ] Progress: 377/419 forecasts completed (90.0%). CGON finished in 0.6s. ETA: 7.3s. Rate: 347.56 forecasts/min
[2026-01-14T20:36:45.533165] [INFO ] [main      ] Fetching symbol history for CVEO...
[2026-01-14T20:36:45.533208] [DEBUG] [REMOTE    ] CVEO: Fetching historical data.
[2026-01-14T20:36:45.545284] [DEBUG] [REMOTE    ] CVEO: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:45.546103] [DEBUG] [LOCAL     ] Loaded configuration for CVEO: 2 features, N/A% accuracy
[2026-01-14T20:36:45.546159] [INFO ] [LOCAL     ] CVEO: Loaded 2 optimal features with 53.43% confidence from JSON config
[2026-01-14T20:36:45.546190] [DEBUG] [MAG       ] Building data for symbol: CVEO with lookback: 0
[2026-01-14T20:36:45.546975] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-14T20:36:45.547036] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:45.551869] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-14T20:36:45.552940] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:45.627883] [INFO ] [LOCAL     ] DHI: Saved forecast.
[2026-01-14T20:36:45.627957] [INFO ] [main      ] DHI: Signal=1 (Conf=90.0%), Magnitude=1.46% (Conf=50.7726%)
[2026-01-14T20:36:45.628436] [INFO ] [main      ] Fetching symbol history for ED...
[2026-01-14T20:36:45.628487] [DEBUG] [REMOTE    ] ED: Fetching historical data.
[2026-01-14T20:36:45.628678] [INFO ] [main      ] Progress: 378/419 forecasts completed (90.2%). DHI finished in 0.8s. ETA: 7.1s. Rate: 347.97 forecasts/min
[2026-01-14T20:36:45.640107] [DEBUG] [REMOTE    ] ED: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:45.641121] [DEBUG] [LOCAL     ] Loaded configuration for ED: 3 features, N/A% accuracy
[2026-01-14T20:36:45.641172] [INFO ] [LOCAL     ] ED: Loaded 3 optimal features with 64.92% confidence from JSON config
[2026-01-14T20:36:45.641202] [DEBUG] [MAG       ] Building data for symbol: ED with lookback: 0
[2026-01-14T20:36:45.642016] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-14T20:36:45.642074] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:45.646852] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-14T20:36:45.648699] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-14T20:36:45.649838] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:45.689112] [DEBUG] [MAG       ] ASA: Last date is validated at 2026-01-14
[2026-01-14T20:36:45.854707] [DEBUG] [MAG       ] ASA: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:45.867790] [DEBUG] [MAG       ] NVDD: Last date is validated at 2026-01-14
[2026-01-14T20:36:45.897858] [DEBUG] [MAG       ] CVEO: Last date is validated at 2026-01-14
[2026-01-14T20:36:45.945823] [INFO ] [LOCAL     ] ASA: Saved forecast.
[2026-01-14T20:36:45.945893] [INFO ] [main      ] ASA: Signal=1 (Conf=90.0%), Magnitude=-2.44% (Conf=55.9998%)
[2026-01-14T20:36:45.946054] [INFO ] [main      ] Fetching symbol history for GSHD...
[2026-01-14T20:36:45.946098] [DEBUG] [REMOTE    ] GSHD: Fetching historical data.
[2026-01-14T20:36:45.947693] [INFO ] [main      ] Progress: 379/419 forecasts completed (90.5%). ASA finished in 0.7s. ETA: 6.9s. Rate: 347.19 forecasts/min
[2026-01-14T20:36:45.958974] [DEBUG] [REMOTE    ] GSHD: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:45.959862] [DEBUG] [LOCAL     ] Loaded configuration for GSHD: 5 features, N/A% accuracy
[2026-01-14T20:36:45.959921] [INFO ] [LOCAL     ] GSHD: Loaded 5 optimal features with 66.09% confidence from JSON config
[2026-01-14T20:36:45.959954] [DEBUG] [MAG       ] Building data for symbol: GSHD with lookback: 0
[2026-01-14T20:36:45.960761] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-14T20:36:45.960833] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:45.962593] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:36:45.963125] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-14T20:36:45.991192] [DEBUG] [MAG       ] ED: Last date is validated at 2026-01-14
[2026-01-14T20:36:46.012508] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-14T20:36:46.014707] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-14T20:36:46.015783] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:46.041787] [DEBUG] [MAG       ] NVDD: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:46.065634] [DEBUG] [MAG       ] CVEO: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:46.138591] [INFO ] [LOCAL     ] CVEO: Saved forecast.
[2026-01-14T20:36:46.138662] [INFO ] [main      ] CVEO: Signal=1 (Conf=90.0%), Magnitude=4.36% (Conf=53.4251%)
[2026-01-14T20:36:46.139018] [INFO ] [main      ] Progress: 380/419 forecasts completed (90.7%). CVEO finished in 0.6s. ETA: 6.7s. Rate: 347.09 forecasts/min
[2026-01-14T20:36:46.139146] [INFO ] [main      ] Fetching symbol history for VGSH...
[2026-01-14T20:36:46.139191] [DEBUG] [REMOTE    ] VGSH: Fetching historical data.
[2026-01-14T20:36:46.145828] [INFO ] [LOCAL     ] NVDD: Saved forecast.
[2026-01-14T20:36:46.145897] [INFO ] [main      ] NVDD: Signal=1 (Conf=90.0%), Magnitude=1.97% (Conf=76.28%)
[2026-01-14T20:36:46.146253] [INFO ] [main      ] Fetching symbol history for ELVA...
[2026-01-14T20:36:46.146304] [DEBUG] [REMOTE    ] ELVA: Fetching historical data.
[2026-01-14T20:36:46.146316] [INFO ] [main      ] Progress: 381/419 forecasts completed (90.9%). NVDD finished in 0.7s. ETA: 6.6s. Rate: 347.97 forecasts/min
[2026-01-14T20:36:46.151539] [DEBUG] [REMOTE    ] VGSH: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:46.152596] [DEBUG] [LOCAL     ] Loaded configuration for VGSH: 1 features, N/A% accuracy
[2026-01-14T20:36:46.152648] [INFO ] [LOCAL     ] VGSH: Loaded 1 optimal features with 23.69% confidence from JSON config
[2026-01-14T20:36:46.152679] [DEBUG] [MAG       ] Building data for symbol: VGSH with lookback: 0
[2026-01-14T20:36:46.153473] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-14T20:36:46.153532] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-14T20:36:46.157398] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:46.157883] [DEBUG] [REMOTE    ] ELVA: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:46.158622] [DEBUG] [LOCAL     ] Loaded configuration for ELVA: 4 features, N/A% accuracy
[2026-01-14T20:36:46.158680] [INFO ] [LOCAL     ] ELVA: Loaded 4 optimal features with 46.25% confidence from JSON config
[2026-01-14T20:36:46.158724] [DEBUG] [MAG       ] Building data for symbol: ELVA with lookback: 0
[2026-01-14T20:36:46.159510] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-14T20:36:46.159588] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:46.161403] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:36:46.161937] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:36:46.162351] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-14T20:36:46.163267] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:46.226074] [DEBUG] [MAG       ] ED: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:46.317204] [INFO ] [LOCAL     ] ED: Saved forecast.
[2026-01-14T20:36:46.317277] [INFO ] [main      ] ED: Signal=1 (Conf=90.0%), Magnitude=0.74% (Conf=64.9168%)
[2026-01-14T20:36:46.317785] [INFO ] [main      ] Fetching symbol history for AG...
[2026-01-14T20:36:46.317838] [DEBUG] [REMOTE    ] AG: Fetching historical data.
[2026-01-14T20:36:46.318660] [INFO ] [main      ] Progress: 382/419 forecasts completed (91.2%). ED finished in 0.7s. ETA: 6.4s. Rate: 347.97 forecasts/min
[2026-01-14T20:36:46.329483] [DEBUG] [REMOTE    ] AG: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:46.330633] [DEBUG] [LOCAL     ] Loaded configuration for AG: 4 features, N/A% accuracy
[2026-01-14T20:36:46.330687] [INFO ] [LOCAL     ] AG: Loaded 4 optimal features with 56.69% confidence from JSON config
[2026-01-14T20:36:46.330720] [DEBUG] [MAG       ] Building data for symbol: AG with lookback: 0
[2026-01-14T20:36:46.331509] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-14T20:36:46.331592] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:46.333355] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:36:46.333894] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:36:46.334297] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-14T20:36:46.335095] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:46.362684] [DEBUG] [MAG       ] GSHD: Last date is validated at 2026-01-14
[2026-01-14T20:36:46.510619] [DEBUG] [MAG       ] VGSH: Last date is validated at 2026-01-14
[2026-01-14T20:36:46.522376] [DEBUG] [MAG       ] ELVA: Last date is validated at 2026-01-14
[2026-01-14T20:36:46.533392] [DEBUG] [MAG       ] GSHD: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:46.643407] [INFO ] [LOCAL     ] GSHD: Saved forecast.
[2026-01-14T20:36:46.643480] [INFO ] [main      ] GSHD: Signal=1 (Conf=90.0%), Magnitude=-1.44% (Conf=66.095%)
[2026-01-14T20:36:46.643661] [INFO ] [main      ] Fetching symbol history for BAP...
[2026-01-14T20:36:46.643711] [DEBUG] [REMOTE    ] BAP: Fetching historical data.
[2026-01-14T20:36:46.645694] [INFO ] [main      ] Progress: 383/419 forecasts completed (91.4%). GSHD finished in 0.7s. ETA: 6.2s. Rate: 347.15 forecasts/min
[2026-01-14T20:36:46.654875] [DEBUG] [REMOTE    ] BAP: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:46.655835] [DEBUG] [LOCAL     ] Loaded configuration for BAP: 10 features, N/A% accuracy
[2026-01-14T20:36:46.655893] [INFO ] [LOCAL     ] BAP: Loaded 10 optimal features with 50.15% confidence from JSON config
[2026-01-14T20:36:46.655927] [DEBUG] [MAG       ] Building data for symbol: BAP with lookback: 0
[2026-01-14T20:36:46.656785] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2026-01-14T20:36:46.656853] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:46.661986] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:46.663859] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:36:46.664358] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:36:46.664783] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-14T20:36:46.665864] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-14T20:36:46.666622] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-14T20:36:46.667825] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2026-01-14T20:36:46.669027] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:36:46.669497] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-14T20:36:46.671567] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:46.678605] [DEBUG] [MAG       ] AG: Last date is validated at 2026-01-14
[2026-01-14T20:36:46.680654] [DEBUG] [MAG       ] VGSH: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:46.696375] [DEBUG] [MAG       ] ELVA: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:46.731552] [INFO ] [LOCAL     ] VGSH: Saved forecast.
[2026-01-14T20:36:46.731639] [INFO ] [main      ] VGSH: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=23.6865%)
[2026-01-14T20:36:46.732004] [INFO ] [main      ] Progress: 384/419 forecasts completed (91.6%). VGSH finished in 0.6s. ETA: 6.0s. Rate: 347.61 forecasts/min
[2026-01-14T20:36:46.732127] [INFO ] [main      ] Fetching symbol history for RARE...
[2026-01-14T20:36:46.732170] [DEBUG] [REMOTE    ] RARE: Fetching historical data.
[2026-01-14T20:36:46.743301] [DEBUG] [REMOTE    ] RARE: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:46.744469] [DEBUG] [LOCAL     ] Loaded configuration for RARE: 8 features, N/A% accuracy
[2026-01-14T20:36:46.744521] [INFO ] [LOCAL     ] RARE: Loaded 8 optimal features with 56.29% confidence from JSON config
[2026-01-14T20:36:46.744552] [DEBUG] [MAG       ] Building data for symbol: RARE with lookback: 0
[2026-01-14T20:36:46.745355] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-14T20:36:46.745417] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:46.747106] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:36:46.747685] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:36:46.748100] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-14T20:36:46.749725] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-14T20:36:46.750484] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-14T20:36:46.751707] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-14T20:36:46.752422] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2026-01-14T20:36:46.753588] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:46.757031] [INFO ] [LOCAL     ] ELVA: Saved forecast.
[2026-01-14T20:36:46.757104] [INFO ] [main      ] ELVA: Signal=1 (Conf=90.0%), Magnitude=-3.03% (Conf=46.2536%)
[2026-01-14T20:36:46.757261] [INFO ] [main      ] Fetching symbol history for FOXA...
[2026-01-14T20:36:46.757304] [DEBUG] [REMOTE    ] FOXA: Fetching historical data.
[2026-01-14T20:36:46.757889] [INFO ] [main      ] Progress: 385/419 forecasts completed (91.9%). ELVA finished in 0.6s. ETA: 5.9s. Rate: 348.38 forecasts/min
[2026-01-14T20:36:46.768368] [DEBUG] [REMOTE    ] FOXA: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:46.769101] [DEBUG] [LOCAL     ] Loaded configuration for FOXA: 9 features, N/A% accuracy
[2026-01-14T20:36:46.769157] [INFO ] [LOCAL     ] FOXA: Loaded 9 optimal features with 53.31% confidence from JSON config
[2026-01-14T20:36:46.769190] [DEBUG] [MAG       ] Building data for symbol: FOXA with lookback: 0
[2026-01-14T20:36:46.769976] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-14T20:36:46.770040] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:46.774849] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:46.776634] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:36:46.777128] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:36:46.777608] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:36:46.778026] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-14T20:36:46.780420] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-14T20:36:46.781412] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2026-01-14T20:36:46.783087] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2026-01-14T20:36:46.787410] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:46.846731] [DEBUG] [MAG       ] AG: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:46.918945] [INFO ] [LOCAL     ] AG: Saved forecast.
[2026-01-14T20:36:46.919025] [INFO ] [main      ] AG: Signal=1 (Conf=90.0%), Magnitude=-3.85% (Conf=56.69%)
[2026-01-14T20:36:46.919193] [INFO ] [main      ] Fetching symbol history for DIN...
[2026-01-14T20:36:46.919235] [DEBUG] [REMOTE    ] DIN: Fetching historical data.
[2026-01-14T20:36:46.919958] [INFO ] [main      ] Progress: 386/419 forecasts completed (92.1%). AG finished in 0.6s. ETA: 5.7s. Rate: 348.43 forecasts/min
[2026-01-14T20:36:46.930960] [DEBUG] [REMOTE    ] DIN: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:46.931972] [DEBUG] [LOCAL     ] Loaded configuration for DIN: 7 features, N/A% accuracy
[2026-01-14T20:36:46.932042] [INFO ] [LOCAL     ] DIN: Loaded 7 optimal features with 54.31% confidence from JSON config
[2026-01-14T20:36:46.932095] [DEBUG] [MAG       ] Building data for symbol: DIN with lookback: 0
[2026-01-14T20:36:46.932978] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-14T20:36:46.933044] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:46.938184] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:46.940088] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:36:46.940701] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:36:46.941111] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-14T20:36:47.006879] [DEBUG] [MAG       ] BAP: Last date is validated at 2026-01-14
[2026-01-14T20:36:47.057148] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-14T20:36:47.060526] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-14T20:36:47.079486] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:47.106171] [DEBUG] [MAG       ] RARE: Last date is validated at 2026-01-14
[2026-01-14T20:36:47.135333] [DEBUG] [MAG       ] FOXA: Last date is validated at 2026-01-14
[2026-01-14T20:36:47.172519] [DEBUG] [MAG       ] BAP: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:47.284689] [DEBUG] [MAG       ] RARE: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:47.304938] [INFO ] [LOCAL     ] BAP: Saved forecast.
[2026-01-14T20:36:47.305007] [INFO ] [main      ] BAP: Signal=1 (Conf=90.0%), Magnitude=-2.83% (Conf=50.152%)
[2026-01-14T20:36:47.305459] [INFO ] [main      ] Fetching symbol history for GLTO...
[2026-01-14T20:36:47.305512] [DEBUG] [REMOTE    ] GLTO: Fetching historical data.
[2026-01-14T20:36:47.305695] [INFO ] [main      ] Progress: 387/419 forecasts completed (92.4%). BAP finished in 0.7s. ETA: 5.5s. Rate: 347.32 forecasts/min
[2026-01-14T20:36:47.314026] [DEBUG] [MAG       ] FOXA: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:47.316961] [DEBUG] [REMOTE    ] GLTO: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:47.317983] [DEBUG] [LOCAL     ] Loaded configuration for GLTO: 9 features, N/A% accuracy
[2026-01-14T20:36:47.318036] [INFO ] [LOCAL     ] GLTO: Loaded 9 optimal features with 61.92% confidence from JSON config
[2026-01-14T20:36:47.318069] [DEBUG] [MAG       ] Building data for symbol: GLTO with lookback: 0
[2026-01-14T20:36:47.318912] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-14T20:36:47.319004] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:47.323943] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-14T20:36:47.324774] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-14T20:36:47.325681] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-14T20:36:47.370140] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-14T20:36:47.371426] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-14T20:36:47.373463] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-14T20:36:47.374851] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2026-01-14T20:36:47.376007] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2026-01-14T20:36:47.378884] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:47.389551] [INFO ] [LOCAL     ] RARE: Saved forecast.
[2026-01-14T20:36:47.389643] [INFO ] [main      ] RARE: Signal=1 (Conf=90.0%), Magnitude=2.22% (Conf=56.2885%)
[2026-01-14T20:36:47.390018] [INFO ] [main      ] Progress: 388/419 forecasts completed (92.6%). RARE finished in 0.7s. ETA: 5.3s. Rate: 347.78 forecasts/min
[2026-01-14T20:36:47.390243] [INFO ] [main      ] Fetching symbol history for CMI...
[2026-01-14T20:36:47.390303] [DEBUG] [REMOTE    ] CMI: Fetching historical data.
[2026-01-14T20:36:47.402083] [DEBUG] [REMOTE    ] CMI: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:47.403286] [DEBUG] [LOCAL     ] Loaded configuration for CMI: 5 features, N/A% accuracy
[2026-01-14T20:36:47.403339] [INFO ] [LOCAL     ] CMI: Loaded 5 optimal features with 57.39% confidence from JSON config
[2026-01-14T20:36:47.403370] [DEBUG] [MAG       ] Building data for symbol: CMI with lookback: 0
[2026-01-14T20:36:47.404203] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-14T20:36:47.404266] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:47.409463] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:47.410756] [INFO ] [LOCAL     ] FOXA: Saved forecast.
[2026-01-14T20:36:47.410829] [INFO ] [main      ] FOXA: Signal=1 (Conf=90.0%), Magnitude=0.31% (Conf=53.3053%)
[2026-01-14T20:36:47.410999] [INFO ] [main      ] Fetching symbol history for DRLL...
[2026-01-14T20:36:47.411047] [DEBUG] [REMOTE    ] DRLL: Fetching historical data.
[2026-01-14T20:36:47.411828] [INFO ] [main      ] Progress: 389/419 forecasts completed (92.8%). FOXA finished in 0.7s. ETA: 5.2s. Rate: 348.56 forecasts/min
[2026-01-14T20:36:47.411397] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:36:47.412411] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-14T20:36:47.413133] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2026-01-14T20:36:47.415269] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:47.421980] [DEBUG] [REMOTE    ] DRLL: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:47.422458] [DEBUG] [MAG       ] DIN: Last date is validated at 2026-01-14
[2026-01-14T20:36:47.423138] [DEBUG] [LOCAL     ] Loaded configuration for DRLL: 3 features, N/A% accuracy
[2026-01-14T20:36:47.423205] [INFO ] [LOCAL     ] DRLL: Loaded 3 optimal features with 55.38% confidence from JSON config
[2026-01-14T20:36:47.423239] [DEBUG] [MAG       ] Building data for symbol: DRLL with lookback: 0
[2026-01-14T20:36:47.424131] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-14T20:36:47.424203] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-14T20:36:47.425121] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-14T20:36:47.427262] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-14T20:36:47.428500] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:47.592543] [DEBUG] [MAG       ] DIN: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:47.686482] [INFO ] [LOCAL     ] DIN: Saved forecast.
[2026-01-14T20:36:47.686564] [INFO ] [main      ] DIN: Signal=1 (Conf=90.0%), Magnitude=1.85% (Conf=54.3098%)
[2026-01-14T20:36:47.686768] [INFO ] [main      ] Fetching symbol history for GSL...
[2026-01-14T20:36:47.686824] [DEBUG] [REMOTE    ] GSL: Fetching historical data.
[2026-01-14T20:36:47.687903] [INFO ] [main      ] Progress: 390/419 forecasts completed (93.1%). DIN finished in 0.8s. ETA: 5.0s. Rate: 348.02 forecasts/min
[2026-01-14T20:36:47.699717] [DEBUG] [REMOTE    ] GSL: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:47.700638] [DEBUG] [LOCAL     ] Loaded configuration for GSL: 2 features, N/A% accuracy
[2026-01-14T20:36:47.700689] [INFO ] [LOCAL     ] GSL: Loaded 2 optimal features with 49.41% confidence from JSON config
[2026-01-14T20:36:47.701052] [DEBUG] [MAG       ] Building data for symbol: GSL with lookback: 0
[2026-01-14T20:36:47.701844] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-14T20:36:47.701904] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:47.706774] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-14T20:36:47.708597] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:47.723924] [DEBUG] [MAG       ] GLTO: Last date is validated at 2026-01-14
[2026-01-14T20:36:47.770595] [DEBUG] [MAG       ] CMI: Last date is validated at 2026-01-14
[2026-01-14T20:36:47.784434] [DEBUG] [MAG       ] DRLL: Last date is validated at 2026-01-14
[2026-01-14T20:36:47.889274] [DEBUG] [MAG       ] GLTO: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:47.946551] [DEBUG] [MAG       ] CMI: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:47.956763] [DEBUG] [MAG       ] DRLL: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:48.020554] [INFO ] [LOCAL     ] GLTO: Saved forecast.
[2026-01-14T20:36:48.020645] [INFO ] [main      ] GLTO: Signal=1 (Conf=90.0%), Magnitude=-0.74% (Conf=61.9164%)
[2026-01-14T20:36:48.021031] [INFO ] [main      ] Fetching symbol history for ENVX...
[2026-01-14T20:36:48.021083] [DEBUG] [REMOTE    ] ENVX: Fetching historical data.
[2026-01-14T20:36:48.021076] [INFO ] [main      ] Progress: 391/419 forecasts completed (93.3%). GLTO finished in 0.7s. ETA: 4.8s. Rate: 347.19 forecasts/min
[2026-01-14T20:36:48.032744] [DEBUG] [REMOTE    ] ENVX: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:48.033784] [DEBUG] [LOCAL     ] Loaded configuration for ENVX: 5 features, N/A% accuracy
[2026-01-14T20:36:48.033860] [INFO ] [LOCAL     ] ENVX: Loaded 5 optimal features with 61.85% confidence from JSON config
[2026-01-14T20:36:48.033892] [DEBUG] [MAG       ] Building data for symbol: ENVX with lookback: 0
[2026-01-14T20:36:48.034711] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-14T20:36:48.034771] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:48.036940] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:36:48.037708] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-14T20:36:48.040192] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-14T20:36:48.040994] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-14T20:36:48.041651] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:48.066459] [DEBUG] [MAG       ] GSL: Last date is validated at 2026-01-14
[2026-01-14T20:36:48.087313] [INFO ] [LOCAL     ] CMI: Saved forecast.
[2026-01-14T20:36:48.087389] [INFO ] [main      ] CMI: Signal=1 (Conf=90.0%), Magnitude=1.08% (Conf=57.3855%)
[2026-01-14T20:36:48.087885] [INFO ] [main      ] Progress: 392/419 forecasts completed (93.6%). CMI finished in 0.7s. ETA: 4.7s. Rate: 347.74 forecasts/min
[2026-01-14T20:36:48.088031] [INFO ] [main      ] Fetching symbol history for GEN...
[2026-01-14T20:36:48.088092] [DEBUG] [REMOTE    ] GEN: Fetching historical data.
[2026-01-14T20:36:48.100256] [DEBUG] [REMOTE    ] GEN: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:48.101469] [DEBUG] [LOCAL     ] Loaded configuration for GEN: 6 features, N/A% accuracy
[2026-01-14T20:36:48.101535] [INFO ] [LOCAL     ] GEN: Loaded 6 optimal features with 51.32% confidence from JSON config
[2026-01-14T20:36:48.101570] [DEBUG] [MAG       ] Building data for symbol: GEN with lookback: 0
[2026-01-14T20:36:48.102549] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-14T20:36:48.102636] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:48.108056] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-14T20:36:48.109018] [INFO ] [LOCAL     ] DRLL: Saved forecast.
[2026-01-14T20:36:48.109090] [INFO ] [main      ] DRLL: Signal=1 (Conf=90.0%), Magnitude=-0.72% (Conf=55.3794%)
[2026-01-14T20:36:48.109981] [INFO ] [main      ] Progress: 393/419 forecasts completed (93.8%). DRLL finished in 0.7s. ETA: 4.5s. Rate: 348.51 forecasts/min
[2026-01-14T20:36:48.109251] [INFO ] [main      ] Fetching symbol history for SATS...
[2026-01-14T20:36:48.111433] [DEBUG] [REMOTE    ] SATS: Fetching historical data.
[2026-01-14T20:36:48.122904] [DEBUG] [REMOTE    ] SATS: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:48.123822] [DEBUG] [LOCAL     ] Loaded configuration for SATS: 6 features, N/A% accuracy
[2026-01-14T20:36:48.123874] [INFO ] [LOCAL     ] SATS: Loaded 6 optimal features with 65.58% confidence from JSON config
[2026-01-14T20:36:48.123906] [DEBUG] [MAG       ] Building data for symbol: SATS with lookback: 0
[2026-01-14T20:36:48.124684] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-14T20:36:48.124757] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:48.129561] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-14T20:36:48.130413] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-14T20:36:48.131249] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-14T20:36:48.133698] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-14T20:36:48.134932] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-14T20:36:48.136918] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:48.226014] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-14T20:36:48.227184] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-14T20:36:48.227944] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-14T20:36:48.230908] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-14T20:36:48.236067] [DEBUG] [MAG       ] GSL: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:48.246275] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:48.311775] [INFO ] [LOCAL     ] GSL: Saved forecast.
[2026-01-14T20:36:48.311857] [INFO ] [main      ] GSL: Signal=1 (Conf=90.0%), Magnitude=1.45% (Conf=49.4084%)
[2026-01-14T20:36:48.312019] [INFO ] [main      ] Fetching symbol history for THRM...
[2026-01-14T20:36:48.312066] [DEBUG] [REMOTE    ] THRM: Fetching historical data.
[2026-01-14T20:36:48.312880] [INFO ] [main      ] Progress: 394/419 forecasts completed (94.0%). GSL finished in 0.6s. ETA: 4.3s. Rate: 348.35 forecasts/min
[2026-01-14T20:36:48.325135] [DEBUG] [REMOTE    ] THRM: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:48.326034] [DEBUG] [LOCAL     ] Loaded configuration for THRM: 6 features, N/A% accuracy
[2026-01-14T20:36:48.326087] [INFO ] [LOCAL     ] THRM: Loaded 6 optimal features with 58.91% confidence from JSON config
[2026-01-14T20:36:48.326128] [DEBUG] [MAG       ] Building data for symbol: THRM with lookback: 0
[2026-01-14T20:36:48.326954] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-14T20:36:48.327018] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:48.331992] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:48.333848] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:36:48.334338] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:36:48.334766] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-14T20:36:48.335729] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-14T20:36:48.336357] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:48.382969] [DEBUG] [MAG       ] ENVX: Last date is validated at 2026-01-14
[2026-01-14T20:36:48.473883] [DEBUG] [MAG       ] SATS: Last date is validated at 2026-01-14
[2026-01-14T20:36:48.548976] [DEBUG] [MAG       ] ENVX: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:48.591873] [DEBUG] [MAG       ] GEN: Last date is validated at 2026-01-14
[2026-01-14T20:36:48.627952] [INFO ] [LOCAL     ] ENVX: Saved forecast.
[2026-01-14T20:36:48.628021] [INFO ] [main      ] ENVX: Signal=1 (Conf=90.0%), Magnitude=-2.59% (Conf=61.8475%)
[2026-01-14T20:36:48.628366] [INFO ] [main      ] Fetching symbol history for EVAX...
[2026-01-14T20:36:48.628415] [DEBUG] [REMOTE    ] EVAX: Fetching historical data.
[2026-01-14T20:36:48.628674] [INFO ] [main      ] Progress: 395/419 forecasts completed (94.3%). ENVX finished in 0.6s. ETA: 4.1s. Rate: 347.62 forecasts/min
[2026-01-14T20:36:48.638816] [DEBUG] [REMOTE    ] EVAX: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:48.639691] [DEBUG] [LOCAL     ] Loaded configuration for EVAX: 6 features, N/A% accuracy
[2026-01-14T20:36:48.639779] [INFO ] [LOCAL     ] EVAX: Loaded 6 optimal features with 53.24% confidence from JSON config
[2026-01-14T20:36:48.639815] [DEBUG] [MAG       ] Building data for symbol: EVAX with lookback: 0
[2026-01-14T20:36:48.640603] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-14T20:36:48.640664] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:48.642383] [DEBUG] [MAG       ] SATS: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:48.645451] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:48.647240] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:36:48.647754] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:36:48.648194] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:36:48.648598] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-14T20:36:48.649632] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:48.671487] [DEBUG] [MAG       ] THRM: Last date is validated at 2026-01-14
[2026-01-14T20:36:48.772792] [INFO ] [LOCAL     ] SATS: Saved forecast.
[2026-01-14T20:36:48.772892] [INFO ] [main      ] SATS: Signal=1 (Conf=90.0%), Magnitude=2.11% (Conf=65.5803%)
[2026-01-14T20:36:48.773083] [INFO ] [main      ] Fetching symbol history for PUK...
[2026-01-14T20:36:48.773135] [DEBUG] [REMOTE    ] PUK: Fetching historical data.
[2026-01-14T20:36:48.774709] [INFO ] [main      ] Progress: 396/419 forecasts completed (94.5%). SATS finished in 0.7s. ETA: 4.0s. Rate: 347.75 forecasts/min
[2026-01-14T20:36:48.785434] [DEBUG] [REMOTE    ] PUK: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:48.786378] [DEBUG] [LOCAL     ] Loaded configuration for PUK: 4 features, N/A% accuracy
[2026-01-14T20:36:48.786437] [INFO ] [LOCAL     ] PUK: Loaded 4 optimal features with 47.51% confidence from JSON config
[2026-01-14T20:36:48.786471] [DEBUG] [MAG       ] Building data for symbol: PUK with lookback: 0
[2026-01-14T20:36:48.787330] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-14T20:36:48.787411] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:48.789419] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:36:48.789973] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:36:48.790383] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-14T20:36:48.827443] [DEBUG] [MAG       ] GEN: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:48.838202] [DEBUG] [MAG       ] THRM: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:48.870464] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:48.909748] [INFO ] [LOCAL     ] GEN: Saved forecast.
[2026-01-14T20:36:48.909825] [INFO ] [main      ] GEN: Signal=1 (Conf=90.0%), Magnitude=-1.76% (Conf=51.32%)
[2026-01-14T20:36:48.910184] [INFO ] [main      ] Progress: 397/419 forecasts completed (94.7%). GEN finished in 0.8s. ETA: 3.8s. Rate: 347.94 forecasts/min
[2026-01-14T20:36:48.910310] [INFO ] [main      ] Fetching symbol history for ARMK...
[2026-01-14T20:36:48.910353] [DEBUG] [REMOTE    ] ARMK: Fetching historical data.
[2026-01-14T20:36:48.917883] [INFO ] [LOCAL     ] THRM: Saved forecast.
[2026-01-14T20:36:48.917958] [INFO ] [main      ] THRM: Signal=1 (Conf=90.0%), Magnitude=-1.94% (Conf=58.9066%)
[2026-01-14T20:36:48.918124] [INFO ] [main      ] Fetching symbol history for ITRN...
[2026-01-14T20:36:48.918169] [DEBUG] [REMOTE    ] ITRN: Fetching historical data.
[2026-01-14T20:36:48.918370] [INFO ] [main      ] Progress: 398/419 forecasts completed (95.0%). THRM finished in 0.6s. ETA: 3.6s. Rate: 348.78 forecasts/min
[2026-01-14T20:36:48.922953] [DEBUG] [REMOTE    ] ARMK: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:48.924677] [DEBUG] [LOCAL     ] Loaded configuration for ARMK: 5 features, N/A% accuracy
[2026-01-14T20:36:48.924766] [INFO ] [LOCAL     ] ARMK: Loaded 5 optimal features with 51.73% confidence from JSON config
[2026-01-14T20:36:48.924801] [DEBUG] [MAG       ] Building data for symbol: ARMK with lookback: 0
[2026-01-14T20:36:48.925877] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-14T20:36:48.925949] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:48.927720] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:36:48.928250] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:36:48.928662] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-14T20:36:48.931030] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2026-01-14T20:36:48.931395] [DEBUG] [REMOTE    ] ITRN: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:48.932198] [DEBUG] [LOCAL     ] Loaded configuration for ITRN: 8 features, N/A% accuracy
[2026-01-14T20:36:48.932256] [INFO ] [LOCAL     ] ITRN: Loaded 8 optimal features with 67.30% confidence from JSON config
[2026-01-14T20:36:48.932288] [DEBUG] [MAG       ] Building data for symbol: ITRN with lookback: 0
[2026-01-14T20:36:48.932673] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:48.933103] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-14T20:36:48.933167] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:48.934871] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:36:48.935373] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:36:48.935780] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-14T20:36:48.936699] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-14T20:36:48.937732] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-14T20:36:48.941922] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-14T20:36:48.943232] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2026-01-14T20:36:48.945342] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:48.987835] [DEBUG] [MAG       ] EVAX: Last date is validated at 2026-01-14
[2026-01-14T20:36:49.154250] [DEBUG] [MAG       ] EVAX: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:49.221335] [DEBUG] [MAG       ] PUK: Last date is validated at 2026-01-14
[2026-01-14T20:36:49.232479] [INFO ] [LOCAL     ] EVAX: Saved forecast.
[2026-01-14T20:36:49.232547] [INFO ] [main      ] EVAX: Signal=1 (Conf=90.0%), Magnitude=-2.36% (Conf=53.2426%)
[2026-01-14T20:36:49.232912] [INFO ] [main      ] Fetching symbol history for HERO...
[2026-01-14T20:36:49.232962] [DEBUG] [REMOTE    ] HERO: Fetching historical data.
[2026-01-14T20:36:49.233684] [INFO ] [main      ] Progress: 399/419 forecasts completed (95.2%). EVAX finished in 0.6s. ETA: 3.4s. Rate: 348.05 forecasts/min
[2026-01-14T20:36:49.243208] [DEBUG] [REMOTE    ] HERO: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:49.244151] [DEBUG] [LOCAL     ] Loaded configuration for HERO: 3 features, N/A% accuracy
[2026-01-14T20:36:49.244202] [INFO ] [LOCAL     ] HERO: Loaded 3 optimal features with 48.90% confidence from JSON config
[2026-01-14T20:36:49.244233] [DEBUG] [MAG       ] Building data for symbol: HERO with lookback: 0
[2026-01-14T20:36:49.245042] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-14T20:36:49.245103] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:49.249966] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-14T20:36:49.252071] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-14T20:36:49.254457] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:49.274807] [DEBUG] [MAG       ] ARMK: Last date is validated at 2026-01-14
[2026-01-14T20:36:49.287936] [DEBUG] [MAG       ] ITRN: Last date is validated at 2026-01-14
[2026-01-14T20:36:49.396304] [DEBUG] [MAG       ] PUK: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:49.443057] [DEBUG] [MAG       ] ARMK: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:49.461867] [DEBUG] [MAG       ] ITRN: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:49.465873] [INFO ] [LOCAL     ] PUK: Saved forecast.
[2026-01-14T20:36:49.465946] [INFO ] [main      ] PUK: Signal=1 (Conf=90.0%), Magnitude=1.09% (Conf=47.5106%)
[2026-01-14T20:36:49.466332] [INFO ] [main      ] Fetching symbol history for FCX...
[2026-01-14T20:36:49.466387] [DEBUG] [REMOTE    ] FCX: Fetching historical data.
[2026-01-14T20:36:49.467658] [INFO ] [main      ] Progress: 400/419 forecasts completed (95.5%). PUK finished in 0.7s. ETA: 3.3s. Rate: 347.74 forecasts/min
[2026-01-14T20:36:49.477635] [DEBUG] [REMOTE    ] FCX: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:49.478822] [DEBUG] [LOCAL     ] Loaded configuration for FCX: 8 features, N/A% accuracy
[2026-01-14T20:36:49.478877] [INFO ] [LOCAL     ] FCX: Loaded 8 optimal features with 66.14% confidence from JSON config
[2026-01-14T20:36:49.478910] [DEBUG] [MAG       ] Building data for symbol: FCX with lookback: 0
[2026-01-14T20:36:49.479750] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-14T20:36:49.479814] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:49.481514] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:36:49.482054] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:36:49.482451] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-14T20:36:49.524276] [INFO ] [LOCAL     ] ARMK: Saved forecast.
[2026-01-14T20:36:49.524348] [INFO ] [main      ] ARMK: Signal=1 (Conf=90.0%), Magnitude=2.33% (Conf=51.7312%)
[2026-01-14T20:36:49.524735] [INFO ] [main      ] Fetching symbol history for ZEPP...
[2026-01-14T20:36:49.524790] [INFO ] [main      ] Progress: 401/419 forecasts completed (95.7%). ARMK finished in 0.6s. ETA: 3.1s. Rate: 348.32 forecasts/min
[2026-01-14T20:36:49.524788] [DEBUG] [REMOTE    ] ZEPP: Fetching historical data.
[2026-01-14T20:36:49.538831] [DEBUG] [REMOTE    ] ZEPP: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:49.539939] [DEBUG] [LOCAL     ] Loaded configuration for ZEPP: 6 features, N/A% accuracy
[2026-01-14T20:36:49.539993] [INFO ] [LOCAL     ] ZEPP: Loaded 6 optimal features with 52.48% confidence from JSON config
[2026-01-14T20:36:49.540025] [DEBUG] [MAG       ] Building data for symbol: ZEPP with lookback: 0
[2026-01-14T20:36:49.540991] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-14T20:36:49.541057] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:49.542835] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:36:49.543434] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:36:49.543944] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-14T20:36:49.545009] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-14T20:36:49.547866] [INFO ] [LOCAL     ] ITRN: Saved forecast.
[2026-01-14T20:36:49.547939] [INFO ] [main      ] ITRN: Signal=1 (Conf=90.0%), Magnitude=-0.31% (Conf=67.3035%)
[2026-01-14T20:36:49.548102] [INFO ] [main      ] Fetching symbol history for XOMA...
[2026-01-14T20:36:49.548146] [DEBUG] [REMOTE    ] XOMA: Fetching historical data.
[2026-01-14T20:36:49.548848] [INFO ] [main      ] Progress: 402/419 forecasts completed (95.9%). ITRN finished in 0.6s. ETA: 2.9s. Rate: 349.07 forecasts/min
[2026-01-14T20:36:49.549723] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-14T20:36:49.550437] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:49.559652] [DEBUG] [REMOTE    ] XOMA: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:49.560494] [DEBUG] [LOCAL     ] Loaded configuration for XOMA: 6 features, N/A% accuracy
[2026-01-14T20:36:49.560550] [INFO ] [LOCAL     ] XOMA: Loaded 6 optimal features with 41.11% confidence from JSON config
[2026-01-14T20:36:49.560603] [DEBUG] [MAG       ] Building data for symbol: XOMA with lookback: 0
[2026-01-14T20:36:49.561393] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-14T20:36:49.561458] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:49.563199] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:36:49.563743] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-14T20:36:49.600335] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-14T20:36:49.601638] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-14T20:36:49.602333] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-14T20:36:49.605253] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-14T20:36:49.606869] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:49.658625] [DEBUG] [MAG       ] HERO: Last date is validated at 2026-01-14
[2026-01-14T20:36:49.677683] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-14T20:36:49.678880] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-14T20:36:49.679911] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-14T20:36:49.697977] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:49.855129] [DEBUG] [MAG       ] HERO: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:49.902728] [DEBUG] [MAG       ] ZEPP: Last date is validated at 2026-01-14
[2026-01-14T20:36:49.930672] [INFO ] [LOCAL     ] HERO: Saved forecast.
[2026-01-14T20:36:49.930741] [INFO ] [main      ] HERO: Signal=1 (Conf=90.0%), Magnitude=0.34% (Conf=48.9021%)
[2026-01-14T20:36:49.931081] [INFO ] [main      ] Fetching symbol history for WH...
[2026-01-14T20:36:49.931132] [DEBUG] [REMOTE    ] WH: Fetching historical data.
[2026-01-14T20:36:49.931670] [INFO ] [main      ] Progress: 403/419 forecasts completed (96.2%). HERO finished in 0.7s. ETA: 2.8s. Rate: 348.01 forecasts/min
[2026-01-14T20:36:49.942924] [DEBUG] [REMOTE    ] WH: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:49.943826] [DEBUG] [LOCAL     ] Loaded configuration for WH: 2 features, N/A% accuracy
[2026-01-14T20:36:49.943883] [INFO ] [LOCAL     ] WH: Loaded 2 optimal features with 66.55% confidence from JSON config
[2026-01-14T20:36:49.943914] [DEBUG] [MAG       ] Building data for symbol: WH with lookback: 0
[2026-01-14T20:36:49.944702] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-14T20:36:49.944760] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-14T20:36:49.945333] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-14T20:36:49.947002] [DEBUG] [MAG       ] FCX: Last date is validated at 2026-01-14
[2026-01-14T20:36:49.947376] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:50.042336] [DEBUG] [MAG       ] XOMA: Last date is validated at 2026-01-14
[2026-01-14T20:36:50.080199] [DEBUG] [MAG       ] ZEPP: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:50.120150] [DEBUG] [MAG       ] FCX: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:50.177249] [INFO ] [LOCAL     ] ZEPP: Saved forecast.
[2026-01-14T20:36:50.177322] [INFO ] [main      ] ZEPP: Signal=1 (Conf=90.0%), Magnitude=-9.52% (Conf=52.4798%)
[2026-01-14T20:36:50.177484] [INFO ] [main      ] Fetching symbol history for CZWI...
[2026-01-14T20:36:50.177529] [DEBUG] [REMOTE    ] CZWI: Fetching historical data.
[2026-01-14T20:36:50.178673] [INFO ] [main      ] Progress: 404/419 forecasts completed (96.4%). ZEPP finished in 0.7s. ETA: 2.6s. Rate: 347.63 forecasts/min
[2026-01-14T20:36:50.190395] [DEBUG] [REMOTE    ] CZWI: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:50.191280] [DEBUG] [LOCAL     ] Loaded configuration for CZWI: 5 features, N/A% accuracy
[2026-01-14T20:36:50.191334] [INFO ] [LOCAL     ] CZWI: Loaded 5 optimal features with 52.49% confidence from JSON config
[2026-01-14T20:36:50.191366] [DEBUG] [MAG       ] Building data for symbol: CZWI with lookback: 0
[2026-01-14T20:36:50.192173] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-14T20:36:50.192235] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:50.194117] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:36:50.194669] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:36:50.195070] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-14T20:36:50.196055] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-14T20:36:50.197300] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:50.213952] [DEBUG] [MAG       ] XOMA: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:50.229199] [INFO ] [LOCAL     ] FCX: Saved forecast.
[2026-01-14T20:36:50.229267] [INFO ] [main      ] FCX: Signal=1 (Conf=90.0%), Magnitude=0.18% (Conf=66.1376%)
[2026-01-14T20:36:50.229660] [INFO ] [main      ] Fetching symbol history for CTS...
[2026-01-14T20:36:50.229711] [DEBUG] [REMOTE    ] CTS: Fetching historical data.
[2026-01-14T20:36:50.230648] [INFO ] [main      ] Progress: 405/419 forecasts completed (96.7%). FCX finished in 0.8s. ETA: 2.4s. Rate: 348.24 forecasts/min
[2026-01-14T20:36:50.240432] [DEBUG] [REMOTE    ] CTS: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:50.241385] [DEBUG] [LOCAL     ] Loaded configuration for CTS: 4 features, N/A% accuracy
[2026-01-14T20:36:50.241436] [INFO ] [LOCAL     ] CTS: Loaded 4 optimal features with 54.93% confidence from JSON config
[2026-01-14T20:36:50.241467] [DEBUG] [MAG       ] Building data for symbol: CTS with lookback: 0
[2026-01-14T20:36:50.242250] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-14T20:36:50.242311] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:50.247153] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:50.248963] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:36:50.249460] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:36:50.249866] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:50.280853] [DEBUG] [MAG       ] WH: Last date is validated at 2026-01-14
[2026-01-14T20:36:50.315127] [INFO ] [LOCAL     ] XOMA: Saved forecast.
[2026-01-14T20:36:50.315206] [INFO ] [main      ] XOMA: Signal=1 (Conf=90.0%), Magnitude=-0.33% (Conf=41.1081%)
[2026-01-14T20:36:50.315369] [INFO ] [main      ] Fetching symbol history for EVH...
[2026-01-14T20:36:50.315412] [DEBUG] [REMOTE    ] EVH: Fetching historical data.
[2026-01-14T20:36:50.316111] [INFO ] [main      ] Progress: 406/419 forecasts completed (96.9%). XOMA finished in 0.8s. ETA: 2.2s. Rate: 348.67 forecasts/min
[2026-01-14T20:36:50.327344] [DEBUG] [REMOTE    ] EVH: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:50.328429] [DEBUG] [LOCAL     ] Loaded configuration for EVH: 4 features, N/A% accuracy
[2026-01-14T20:36:50.328484] [INFO ] [LOCAL     ] EVH: Loaded 4 optimal features with 59.84% confidence from JSON config
[2026-01-14T20:36:50.328516] [DEBUG] [MAG       ] Building data for symbol: EVH with lookback: 0
[2026-01-14T20:36:50.329328] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-14T20:36:50.329394] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-14T20:36:50.330080] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-14T20:36:50.331218] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:50.333036] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2026-01-14T20:36:50.339083] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:50.452553] [DEBUG] [MAG       ] WH: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:50.551673] [INFO ] [LOCAL     ] WH: Saved forecast.
[2026-01-14T20:36:50.551744] [INFO ] [main      ] WH: Signal=1 (Conf=90.0%), Magnitude=1.35% (Conf=66.5492%)
[2026-01-14T20:36:50.552151] [INFO ] [main      ] Fetching symbol history for VLY...
[2026-01-14T20:36:50.552203] [DEBUG] [REMOTE    ] VLY: Fetching historical data.
[2026-01-14T20:36:50.552694] [INFO ] [main      ] Progress: 407/419 forecasts completed (97.1%). WH finished in 0.6s. ETA: 2.1s. Rate: 348.35 forecasts/min
[2026-01-14T20:36:50.553015] [DEBUG] [MAG       ] CZWI: Last date is validated at 2026-01-14
[2026-01-14T20:36:50.563407] [DEBUG] [REMOTE    ] VLY: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:50.564487] [DEBUG] [LOCAL     ] Loaded configuration for VLY: 12 features, N/A% accuracy
[2026-01-14T20:36:50.564547] [INFO ] [LOCAL     ] VLY: Loaded 12 optimal features with 55.92% confidence from JSON config
[2026-01-14T20:36:50.564598] [DEBUG] [MAG       ] Building data for symbol: VLY with lookback: 0
[2026-01-14T20:36:50.565383] [DEBUG] [FEATURES  ] DataBuilder: Executing 12 feature methods.
[2026-01-14T20:36:50.565448] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:50.567139] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:36:50.567679] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:36:50.568116] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-14T20:36:50.569022] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-14T20:36:50.570654] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-14T20:36:50.571847] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-14T20:36:50.572870] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2026-01-14T20:36:50.574376] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-14T20:36:50.575405] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-14T20:36:50.577009] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-14T20:36:50.581450] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-14T20:36:50.582143] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:50.597925] [DEBUG] [MAG       ] CTS: Last date is validated at 2026-01-14
[2026-01-14T20:36:50.686889] [DEBUG] [MAG       ] EVH: Last date is validated at 2026-01-14
[2026-01-14T20:36:50.732391] [DEBUG] [MAG       ] CZWI: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:50.778714] [DEBUG] [MAG       ] CTS: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:50.796101] [INFO ] [LOCAL     ] CZWI: Saved forecast.
[2026-01-14T20:36:50.796173] [INFO ] [main      ] CZWI: Signal=1 (Conf=90.0%), Magnitude=-0.10% (Conf=52.4915%)
[2026-01-14T20:36:50.796362] [INFO ] [main      ] Fetching symbol history for PLRX...
[2026-01-14T20:36:50.796407] [DEBUG] [REMOTE    ] PLRX: Fetching historical data.
[2026-01-14T20:36:50.798663] [INFO ] [main      ] Progress: 408/419 forecasts completed (97.4%). CZWI finished in 0.6s. ETA: 1.9s. Rate: 347.98 forecasts/min
[2026-01-14T20:36:50.809807] [DEBUG] [REMOTE    ] PLRX: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:50.810820] [DEBUG] [LOCAL     ] Loaded configuration for PLRX: 1 features, N/A% accuracy
[2026-01-14T20:36:50.810878] [INFO ] [LOCAL     ] PLRX: Loaded 1 optimal features with 37.30% confidence from JSON config
[2026-01-14T20:36:50.810912] [DEBUG] [MAG       ] Building data for symbol: PLRX with lookback: 0
[2026-01-14T20:36:50.811776] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-14T20:36:50.811837] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-14T20:36:50.812959] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:50.859650] [DEBUG] [MAG       ] EVH: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:50.876021] [INFO ] [LOCAL     ] CTS: Saved forecast.
[2026-01-14T20:36:50.876090] [INFO ] [main      ] CTS: Signal=1 (Conf=90.0%), Magnitude=-0.67% (Conf=54.9336%)
[2026-01-14T20:36:50.876265] [INFO ] [main      ] Fetching symbol history for FIBK...
[2026-01-14T20:36:50.876321] [DEBUG] [REMOTE    ] FIBK: Fetching historical data.
[2026-01-14T20:36:50.876896] [INFO ] [main      ] Progress: 409/419 forecasts completed (97.6%). CTS finished in 0.6s. ETA: 1.7s. Rate: 348.45 forecasts/min
[2026-01-14T20:36:50.887281] [DEBUG] [REMOTE    ] FIBK: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:50.888164] [DEBUG] [LOCAL     ] Loaded configuration for FIBK: 9 features, N/A% accuracy
[2026-01-14T20:36:50.888215] [INFO ] [LOCAL     ] FIBK: Loaded 9 optimal features with 55.56% confidence from JSON config
[2026-01-14T20:36:50.888247] [DEBUG] [MAG       ] Building data for symbol: FIBK with lookback: 0
[2026-01-14T20:36:50.889043] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-14T20:36:50.889114] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:50.894066] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-14T20:36:50.895235] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-14T20:36:50.897605] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-14T20:36:50.920479] [DEBUG] [MAG       ] VLY: Last date is validated at 2026-01-14
[2026-01-14T20:36:50.949356] [INFO ] [LOCAL     ] EVH: Saved forecast.
[2026-01-14T20:36:50.949432] [INFO ] [main      ] EVH: Signal=1 (Conf=90.0%), Magnitude=7.19% (Conf=59.8429%)
[2026-01-14T20:36:50.949832] [INFO ] [main      ] Fetching symbol history for DOMO...
[2026-01-14T20:36:50.949899] [DEBUG] [REMOTE    ] DOMO: Fetching historical data.
[2026-01-14T20:36:50.950642] [INFO ] [main      ] Progress: 410/419 forecasts completed (97.9%). EVH finished in 0.6s. ETA: 1.5s. Rate: 348.93 forecasts/min
[2026-01-14T20:36:50.961986] [DEBUG] [REMOTE    ] DOMO: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:50.963879] [DEBUG] [LOCAL     ] Loaded configuration for DOMO: 6 features, N/A% accuracy
[2026-01-14T20:36:50.963933] [INFO ] [LOCAL     ] DOMO: Loaded 6 optimal features with 74.06% confidence from JSON config
[2026-01-14T20:36:50.963965] [DEBUG] [MAG       ] Building data for symbol: DOMO with lookback: 0
[2026-01-14T20:36:50.964827] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-14T20:36:50.964890] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:50.969954] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-14T20:36:50.971257] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-14T20:36:51.010762] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-14T20:36:51.012851] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-14T20:36:51.050696] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-14T20:36:51.051520] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-14T20:36:51.052629] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-14T20:36:51.053239] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-14T20:36:51.054272] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:51.085780] [DEBUG] [MAG       ] VLY: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:51.103336] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-14T20:36:51.105520] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-14T20:36:51.106237] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:51.156340] [INFO ] [LOCAL     ] VLY: Saved forecast.
[2026-01-14T20:36:51.156409] [INFO ] [main      ] VLY: Signal=1 (Conf=90.0%), Magnitude=1.77% (Conf=55.9151%)
[2026-01-14T20:36:51.156566] [INFO ] [main      ] Fetching symbol history for OCFC...
[2026-01-14T20:36:51.156816] [DEBUG] [REMOTE    ] OCFC: Fetching historical data.
[2026-01-14T20:36:51.158725] [INFO ] [main      ] Progress: 411/419 forecasts completed (98.1%). VLY finished in 0.6s. ETA: 1.4s. Rate: 348.76 forecasts/min
[2026-01-14T20:36:51.161831] [DEBUG] [MAG       ] PLRX: Last date is validated at 2026-01-14
[2026-01-14T20:36:51.167796] [DEBUG] [REMOTE    ] OCFC: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:51.168842] [DEBUG] [LOCAL     ] Loaded configuration for OCFC: 2 features, N/A% accuracy
[2026-01-14T20:36:51.168900] [INFO ] [LOCAL     ] OCFC: Loaded 2 optimal features with 54.75% confidence from JSON config
[2026-01-14T20:36:51.168932] [DEBUG] [MAG       ] Building data for symbol: OCFC with lookback: 0
[2026-01-14T20:36:51.169715] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-14T20:36:51.169773] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-14T20:36:51.170381] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2026-01-14T20:36:51.171774] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:51.332777] [DEBUG] [MAG       ] PLRX: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:51.397415] [DEBUG] [MAG       ] DOMO: Last date is validated at 2026-01-14
[2026-01-14T20:36:51.442506] [DEBUG] [MAG       ] FIBK: Last date is validated at 2026-01-14
[2026-01-14T20:36:51.490599] [INFO ] [LOCAL     ] PLRX: Saved forecast.
[2026-01-14T20:36:51.490671] [INFO ] [main      ] PLRX: Signal=1 (Conf=90.0%), Magnitude=48.53% (Conf=37.298%)
[2026-01-14T20:36:51.491030] [INFO ] [main      ] Progress: 412/419 forecasts completed (98.3%). PLRX finished in 0.7s. ETA: 1.2s. Rate: 347.97 forecasts/min
[2026-01-14T20:36:51.491176] [INFO ] [main      ] Fetching symbol history for REAX...
[2026-01-14T20:36:51.491233] [DEBUG] [REMOTE    ] REAX: Fetching historical data.
[2026-01-14T20:36:51.504071] [DEBUG] [REMOTE    ] REAX: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:51.505042] [DEBUG] [LOCAL     ] Loaded configuration for REAX: 5 features, N/A% accuracy
[2026-01-14T20:36:51.505097] [INFO ] [LOCAL     ] REAX: Loaded 5 optimal features with 53.25% confidence from JSON config
[2026-01-14T20:36:51.505128] [DEBUG] [MAG       ] Building data for symbol: REAX with lookback: 0
[2026-01-14T20:36:51.505442] [DEBUG] [MAG       ] OCFC: Last date is validated at 2026-01-14
[2026-01-14T20:36:51.506000] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-14T20:36:51.506065] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-14T20:36:51.507046] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-14T20:36:51.508391] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-14T20:36:51.512850] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-14T20:36:51.515043] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-14T20:36:51.530843] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:51.563160] [DEBUG] [MAG       ] DOMO: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:51.613084] [DEBUG] [MAG       ] FIBK: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:51.641158] [INFO ] [LOCAL     ] DOMO: Saved forecast.
[2026-01-14T20:36:51.641229] [INFO ] [main      ] DOMO: Signal=1 (Conf=90.0%), Magnitude=1.78% (Conf=74.0614%)
[2026-01-14T20:36:51.641595] [INFO ] [main      ] Fetching symbol history for EFC...
[2026-01-14T20:36:51.641646] [DEBUG] [REMOTE    ] EFC: Fetching historical data.
[2026-01-14T20:36:51.641667] [INFO ] [main      ] Progress: 413/419 forecasts completed (98.6%). DOMO finished in 0.7s. ETA: 1.0s. Rate: 348.08 forecasts/min
[2026-01-14T20:36:51.653874] [DEBUG] [REMOTE    ] EFC: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:51.654843] [DEBUG] [LOCAL     ] Loaded configuration for EFC: 5 features, N/A% accuracy
[2026-01-14T20:36:51.654900] [INFO ] [LOCAL     ] EFC: Loaded 5 optimal features with 52.42% confidence from JSON config
[2026-01-14T20:36:51.654931] [DEBUG] [MAG       ] Building data for symbol: EFC with lookback: 0
[2026-01-14T20:36:51.655733] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-14T20:36:51.655806] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-14T20:36:51.660732] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:51.662525] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:36:51.663033] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:36:51.663485] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:36:51.663890] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:51.670193] [DEBUG] [MAG       ] OCFC: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:51.703457] [INFO ] [LOCAL     ] FIBK: Saved forecast.
[2026-01-14T20:36:51.703527] [INFO ] [main      ] FIBK: Signal=1 (Conf=90.0%), Magnitude=2.22% (Conf=55.5577%)
[2026-01-14T20:36:51.703725] [INFO ] [main      ] Fetching symbol history for OPP...
[2026-01-14T20:36:51.703788] [DEBUG] [REMOTE    ] OPP: Fetching historical data.
[2026-01-14T20:36:51.705689] [INFO ] [main      ] Progress: 414/419 forecasts completed (98.8%). FIBK finished in 0.8s. ETA: 0.9s. Rate: 348.60 forecasts/min
[2026-01-14T20:36:51.715814] [DEBUG] [REMOTE    ] OPP: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:51.716784] [DEBUG] [LOCAL     ] Loaded configuration for OPP: 9 features, N/A% accuracy
[2026-01-14T20:36:51.716838] [INFO ] [LOCAL     ] OPP: Loaded 9 optimal features with 42.67% confidence from JSON config
[2026-01-14T20:36:51.716883] [DEBUG] [MAG       ] Building data for symbol: OPP with lookback: 0
[2026-01-14T20:36:51.717754] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-14T20:36:51.717821] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-14T20:36:51.719517] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-14T20:36:51.720073] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-14T20:36:51.720471] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-14T20:36:51.722514] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-14T20:36:51.723053] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-14T20:36:51.724088] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-14T20:36:51.725714] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-14T20:36:51.726808] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-14T20:36:51.727487] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:51.737224] [INFO ] [LOCAL     ] OCFC: Saved forecast.
[2026-01-14T20:36:51.737293] [INFO ] [main      ] OCFC: Signal=1 (Conf=90.0%), Magnitude=0.63% (Conf=54.7481%)
[2026-01-14T20:36:51.737451] [INFO ] [main      ] Fetching symbol history for GBDC...
[2026-01-14T20:36:51.737494] [DEBUG] [REMOTE    ] GBDC: Fetching historical data.
[2026-01-14T20:36:51.738673] [INFO ] [main      ] Progress: 415/419 forecasts completed (99.0%). OCFC finished in 0.6s. ETA: 0.7s. Rate: 349.29 forecasts/min
[2026-01-14T20:36:51.748381] [DEBUG] [REMOTE    ] GBDC: Successfully parsed 300 rows of historical data.
[2026-01-14T20:36:51.749418] [DEBUG] [LOCAL     ] Loaded configuration for GBDC: 1 features, N/A% accuracy
[2026-01-14T20:36:51.749470] [INFO ] [LOCAL     ] GBDC: Loaded 1 optimal features with 55.92% confidence from JSON config
[2026-01-14T20:36:51.749501] [DEBUG] [MAG       ] Building data for symbol: GBDC with lookback: 0
[2026-01-14T20:36:51.750280] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-14T20:36:51.750338] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-14T20:36:51.751215] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-14T20:36:51.884304] [DEBUG] [MAG       ] REAX: Last date is validated at 2026-01-14
[2026-01-14T20:36:52.004636] [DEBUG] [MAG       ] EFC: Last date is validated at 2026-01-14
[2026-01-14T20:36:52.054110] [DEBUG] [MAG       ] REAX: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:52.080407] [DEBUG] [MAG       ] OPP: Last date is validated at 2026-01-14
[2026-01-14T20:36:52.087466] [DEBUG] [MAG       ] GBDC: Last date is validated at 2026-01-14
[2026-01-14T20:36:52.122215] [INFO ] [LOCAL     ] REAX: Saved forecast.
[2026-01-14T20:36:52.122285] [INFO ] [main      ] REAX: Signal=1 (Conf=90.0%), Magnitude=-2.42% (Conf=53.2527%)
[2026-01-14T20:36:52.122874] [INFO ] [main      ] Progress: 416/419 forecasts completed (99.3%). REAX finished in 0.6s. ETA: 0.5s. Rate: 348.25 forecasts/min
[2026-01-14T20:36:52.171039] [DEBUG] [MAG       ] EFC: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:52.228925] [INFO ] [LOCAL     ] EFC: Saved forecast.
[2026-01-14T20:36:52.228993] [INFO ] [main      ] EFC: Signal=1 (Conf=90.0%), Magnitude=-0.05% (Conf=52.416%)
[2026-01-14T20:36:52.229411] [INFO ] [main      ] Progress: 417/419 forecasts completed (99.5%). EFC finished in 0.6s. ETA: 0.3s. Rate: 348.57 forecasts/min
[2026-01-14T20:36:52.252944] [DEBUG] [MAG       ] GBDC: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:52.254554] [DEBUG] [MAG       ] OPP: Forecast date (T1) determined as 2026-01-15
[2026-01-14T20:36:52.308088] [INFO ] [LOCAL     ] GBDC: Saved forecast.
[2026-01-14T20:36:52.308158] [INFO ] [main      ] GBDC: Signal=1 (Conf=90.0%), Magnitude=0.21% (Conf=55.9223%)
[2026-01-14T20:36:52.308625] [INFO ] [main      ] Progress: 418/419 forecasts completed (99.8%). GBDC finished in 0.6s. ETA: 0.2s. Rate: 349.02 forecasts/min
[2026-01-14T20:36:52.317740] [INFO ] [LOCAL     ] OPP: Saved forecast.
[2026-01-14T20:36:52.317813] [INFO ] [main      ] OPP: Signal=1 (Conf=90.0%), Magnitude=-0.35% (Conf=42.6694%)
[2026-01-14T20:36:52.318074] [INFO ] [main      ] Progress: 419/419 forecasts completed (100.0%). OPP finished in 0.6s. ETA: 0.0s. Rate: 349.81 forecasts/min
[2026-01-14T20:36:52.345808] [INFO ] [main      ] Parallel forecast generation completed in 1m 12s. Processed 419 forecasts.
[2026-01-14T20:36:52.345958] [INFO ] [main      ] Generated and saved 419 forecast pairs.
[2026-01-14T20:36:53.048710] [DEBUG] [EMAIL     ] Email sent to 'chris.punches@silogroup.org' with subject: 'MAG Forecast Generation Completed (419/419 @ 100.00%)'
[2026-01-14T20:36:53.051662] [INFO ] [MODE      ] Ignoring multithreaded flag for report generation
[2026-01-14T20:36:53.051763] [INFO ] [main      ] Fetching available MAG forecast dates...
[2026-01-14T20:36:53.052264] [INFO ] [main      ] Found 41 forecast dates
[2026-01-14T20:36:53.052312] [INFO ] [main      ] Processing forecast date: 2025-11-17
[2026-01-14T20:36:53.161272] [INFO ] [main      ] Overwriting existing report for 2025-11-17
[2026-01-14T20:36:53.165120] [INFO ] [main      ] Generated forecast report for 2025-11-17: 472 forecasts
[2026-01-14T20:36:53.165271] [INFO ] [main      ] Processing forecast date: 2025-11-18
[2026-01-14T20:36:53.256587] [INFO ] [main      ] Overwriting existing report for 2025-11-18
[2026-01-14T20:36:53.259091] [INFO ] [main      ] Generated forecast report for 2025-11-18: 421 forecasts
[2026-01-14T20:36:53.259227] [INFO ] [main      ] Processing forecast date: 2025-11-19
[2026-01-14T20:36:53.393181] [INFO ] [main      ] Overwriting existing report for 2025-11-19
[2026-01-14T20:36:53.395003] [INFO ] [main      ] Generated forecast report for 2025-11-19: 480 forecasts
[2026-01-14T20:36:53.395105] [INFO ] [main      ] Processing forecast date: 2025-11-20
[2026-01-14T20:36:53.501171] [INFO ] [main      ] Overwriting existing report for 2025-11-20
[2026-01-14T20:36:53.502858] [INFO ] [main      ] Generated forecast report for 2025-11-20: 423 forecasts
[2026-01-14T20:36:53.502965] [INFO ] [main      ] Processing forecast date: 2025-11-21
[2026-01-14T20:36:53.604323] [INFO ] [main      ] Overwriting existing report for 2025-11-21
[2026-01-14T20:36:53.625133] [INFO ] [main      ] Generated forecast report for 2025-11-21: 368 forecasts
[2026-01-14T20:36:53.625247] [INFO ] [main      ] Processing forecast date: 2025-11-24
[2026-01-14T20:36:53.732263] [INFO ] [main      ] Overwriting existing report for 2025-11-24
[2026-01-14T20:36:53.734227] [INFO ] [main      ] Generated forecast report for 2025-11-24: 527 forecasts
[2026-01-14T20:36:53.734339] [INFO ] [main      ] Processing forecast date: 2025-11-25
[2026-01-14T20:36:53.836591] [INFO ] [main      ] Overwriting existing report for 2025-11-25
[2026-01-14T20:36:53.839384] [INFO ] [main      ] Generated forecast report for 2025-11-25: 524 forecasts
[2026-01-14T20:36:53.839506] [INFO ] [main      ] Processing forecast date: 2025-11-26
[2026-01-14T20:36:53.928720] [INFO ] [main      ] Overwriting existing report for 2025-11-26
[2026-01-14T20:36:53.930419] [INFO ] [main      ] Generated forecast report for 2025-11-26: 452 forecasts
[2026-01-14T20:36:53.930515] [INFO ] [main      ] Processing forecast date: 2025-11-28
[2026-01-14T20:36:54.112320] [INFO ] [main      ] Overwriting existing report for 2025-11-28
[2026-01-14T20:36:54.116522] [INFO ] [main      ] Generated forecast report for 2025-11-28: 1002 forecasts
[2026-01-14T20:36:54.116744] [INFO ] [main      ] Processing forecast date: 2025-12-01
[2026-01-14T20:36:54.270856] [INFO ] [main      ] Overwriting existing report for 2025-12-01
[2026-01-14T20:36:54.274256] [INFO ] [main      ] Generated forecast report for 2025-12-01: 835 forecasts
[2026-01-14T20:36:54.274431] [INFO ] [main      ] Processing forecast date: 2025-12-02
[2026-01-14T20:36:54.445533] [INFO ] [main      ] Overwriting existing report for 2025-12-02
[2026-01-14T20:36:54.448536] [INFO ] [main      ] Generated forecast report for 2025-12-02: 769 forecasts
[2026-01-14T20:36:54.448727] [INFO ] [main      ] Processing forecast date: 2025-12-03
[2026-01-14T20:36:54.667991] [INFO ] [main      ] Overwriting existing report for 2025-12-03
[2026-01-14T20:36:54.671362] [INFO ] [main      ] Generated forecast report for 2025-12-03: 965 forecasts
[2026-01-14T20:36:54.671557] [INFO ] [main      ] Processing forecast date: 2025-12-04
[2026-01-14T20:36:54.887506] [INFO ] [main      ] Overwriting existing report for 2025-12-04
[2026-01-14T20:36:54.891105] [INFO ] [main      ] Generated forecast report for 2025-12-04: 965 forecasts
[2026-01-14T20:36:54.891291] [INFO ] [main      ] Processing forecast date: 2025-12-05
[2026-01-14T20:36:55.105026] [INFO ] [main      ] Overwriting existing report for 2025-12-05
[2026-01-14T20:36:55.108434] [INFO ] [main      ] Generated forecast report for 2025-12-05: 970 forecasts
[2026-01-14T20:36:55.108629] [INFO ] [main      ] Processing forecast date: 2025-12-08
[2026-01-14T20:36:55.302915] [INFO ] [main      ] Overwriting existing report for 2025-12-08
[2026-01-14T20:36:55.306297] [INFO ] [main      ] Generated forecast report for 2025-12-08: 935 forecasts
[2026-01-14T20:36:55.306450] [INFO ] [main      ] Processing forecast date: 2025-12-09
[2026-01-14T20:36:55.488856] [INFO ] [main      ] Overwriting existing report for 2025-12-09
[2026-01-14T20:36:55.492095] [INFO ] [main      ] Generated forecast report for 2025-12-09: 970 forecasts
[2026-01-14T20:36:55.492247] [INFO ] [main      ] Processing forecast date: 2025-12-10
[2026-01-14T20:36:55.576668] [INFO ] [main      ] Overwriting existing report for 2025-12-10
[2026-01-14T20:36:55.578217] [INFO ] [main      ] Generated forecast report for 2025-12-10: 438 forecasts
[2026-01-14T20:36:55.578307] [INFO ] [main      ] Processing forecast date: 2025-12-11
[2026-01-14T20:36:55.661466] [INFO ] [main      ] Overwriting existing report for 2025-12-11
[2026-01-14T20:36:55.662970] [INFO ] [main      ] Generated forecast report for 2025-12-11: 430 forecasts
[2026-01-14T20:36:55.663061] [INFO ] [main      ] Processing forecast date: 2025-12-12
[2026-01-14T20:36:55.751827] [INFO ] [main      ] Overwriting existing report for 2025-12-12
[2026-01-14T20:36:55.753274] [INFO ] [main      ] Generated forecast report for 2025-12-12: 412 forecasts
[2026-01-14T20:36:55.753357] [INFO ] [main      ] Processing forecast date: 2025-12-15
[2026-01-14T20:36:55.835091] [INFO ] [main      ] Overwriting existing report for 2025-12-15
[2026-01-14T20:36:55.836598] [INFO ] [main      ] Generated forecast report for 2025-12-15: 415 forecasts
[2026-01-14T20:36:55.836696] [INFO ] [main      ] Processing forecast date: 2025-12-16
[2026-01-14T20:36:55.924413] [INFO ] [main      ] Overwriting existing report for 2025-12-16
[2026-01-14T20:36:55.926059] [INFO ] [main      ] Generated forecast report for 2025-12-16: 429 forecasts
[2026-01-14T20:36:55.926155] [INFO ] [main      ] Processing forecast date: 2025-12-17
[2026-01-14T20:36:56.023517] [INFO ] [main      ] Overwriting existing report for 2025-12-17
[2026-01-14T20:36:56.025178] [INFO ] [main      ] Generated forecast report for 2025-12-17: 434 forecasts
[2026-01-14T20:36:56.025287] [INFO ] [main      ] Processing forecast date: 2025-12-18
[2026-01-14T20:36:56.142765] [INFO ] [main      ] Overwriting existing report for 2025-12-18
[2026-01-14T20:36:56.144505] [INFO ] [main      ] Generated forecast report for 2025-12-18: 430 forecasts
[2026-01-14T20:36:56.144642] [INFO ] [main      ] Processing forecast date: 2025-12-19
[2026-01-14T20:36:56.224086] [INFO ] [main      ] Overwriting existing report for 2025-12-19
[2026-01-14T20:36:56.225820] [INFO ] [main      ] Generated forecast report for 2025-12-19: 421 forecasts
[2026-01-14T20:36:56.225928] [INFO ] [main      ] Processing forecast date: 2025-12-22
[2026-01-14T20:36:56.326461] [INFO ] [main      ] Overwriting existing report for 2025-12-22
[2026-01-14T20:36:56.328128] [INFO ] [main      ] Generated forecast report for 2025-12-22: 455 forecasts
[2026-01-14T20:36:56.328231] [INFO ] [main      ] Processing forecast date: 2025-12-23
[2026-01-14T20:36:56.405318] [INFO ] [main      ] Overwriting existing report for 2025-12-23
[2026-01-14T20:36:56.407105] [INFO ] [main      ] Generated forecast report for 2025-12-23: 426 forecasts
[2026-01-14T20:36:56.407194] [INFO ] [main      ] Processing forecast date: 2025-12-24
[2026-01-14T20:36:56.483962] [INFO ] [main      ] Overwriting existing report for 2025-12-24
[2026-01-14T20:36:56.485559] [INFO ] [main      ] Generated forecast report for 2025-12-24: 403 forecasts
[2026-01-14T20:36:56.485670] [INFO ] [main      ] Processing forecast date: 2025-12-26
[2026-01-14T20:36:56.581590] [INFO ] [main      ] Overwriting existing report for 2025-12-26
[2026-01-14T20:36:56.583389] [INFO ] [main      ] Generated forecast report for 2025-12-26: 364 forecasts
[2026-01-14T20:36:56.583503] [INFO ] [main      ] Processing forecast date: 2025-12-29
[2026-01-14T20:36:56.678393] [INFO ] [main      ] Overwriting existing report for 2025-12-29
[2026-01-14T20:36:56.680005] [INFO ] [main      ] Generated forecast report for 2025-12-29: 409 forecasts
[2026-01-14T20:36:56.680108] [INFO ] [main      ] Processing forecast date: 2025-12-30
[2026-01-14T20:36:56.776965] [INFO ] [main      ] Overwriting existing report for 2025-12-30
[2026-01-14T20:36:56.778854] [INFO ] [main      ] Generated forecast report for 2025-12-30: 403 forecasts
[2026-01-14T20:36:56.778958] [INFO ] [main      ] Processing forecast date: 2025-12-31
[2026-01-14T20:36:56.882676] [INFO ] [main      ] Overwriting existing report for 2025-12-31
[2026-01-14T20:36:56.884289] [INFO ] [main      ] Generated forecast report for 2025-12-31: 412 forecasts
[2026-01-14T20:36:56.884397] [INFO ] [main      ] Processing forecast date: 2026-01-02
[2026-01-14T20:36:56.979202] [INFO ] [main      ] Overwriting existing report for 2026-01-02
[2026-01-14T20:36:56.980829] [INFO ] [main      ] Generated forecast report for 2026-01-02: 409 forecasts
[2026-01-14T20:36:56.980937] [INFO ] [main      ] Processing forecast date: 2026-01-05
[2026-01-14T20:36:57.068008] [INFO ] [main      ] Overwriting existing report for 2026-01-05
[2026-01-14T20:36:57.069556] [INFO ] [main      ] Generated forecast report for 2026-01-05: 420 forecasts
[2026-01-14T20:36:57.069663] [INFO ] [main      ] Processing forecast date: 2026-01-06
[2026-01-14T20:36:57.162612] [INFO ] [main      ] Overwriting existing report for 2026-01-06
[2026-01-14T20:36:57.164351] [INFO ] [main      ] Generated forecast report for 2026-01-06: 429 forecasts
[2026-01-14T20:36:57.164476] [INFO ] [main      ] Processing forecast date: 2026-01-07
[2026-01-14T20:36:57.252344] [INFO ] [main      ] Overwriting existing report for 2026-01-07
[2026-01-14T20:36:57.254609] [INFO ] [main      ] Generated forecast report for 2026-01-07: 407 forecasts
[2026-01-14T20:36:57.254733] [INFO ] [main      ] Processing forecast date: 2026-01-08
[2026-01-14T20:36:57.343915] [INFO ] [main      ] Overwriting existing report for 2026-01-08
[2026-01-14T20:36:57.345393] [INFO ] [main      ] Generated forecast report for 2026-01-08: 391 forecasts
[2026-01-14T20:36:57.345489] [INFO ] [main      ] Processing forecast date: 2026-01-09
[2026-01-14T20:36:57.425338] [INFO ] [main      ] Overwriting existing report for 2026-01-09
[2026-01-14T20:36:57.426806] [INFO ] [main      ] Generated forecast report for 2026-01-09: 392 forecasts
[2026-01-14T20:36:57.426895] [INFO ] [main      ] Processing forecast date: 2026-01-12
[2026-01-14T20:36:57.516065] [INFO ] [main      ] Overwriting existing report for 2026-01-12
[2026-01-14T20:36:57.517553] [INFO ] [main      ] Generated forecast report for 2026-01-12: 417 forecasts
[2026-01-14T20:36:57.517661] [INFO ] [main      ] Processing forecast date: 2026-01-13
[2026-01-14T20:36:57.597202] [INFO ] [main      ] Overwriting existing report for 2026-01-13
[2026-01-14T20:36:57.598634] [INFO ] [main      ] Generated forecast report for 2026-01-13: 385 forecasts
[2026-01-14T20:36:57.598722] [INFO ] [main      ] Processing forecast date: 2026-01-14
[2026-01-14T20:36:57.682005] [INFO ] [main      ] Overwriting existing report for 2026-01-14
[2026-01-14T20:36:57.683381] [INFO ] [main      ] Generated forecast report for 2026-01-14: 378 forecasts
[2026-01-14T20:36:57.683464] [INFO ] [main      ] Processing forecast date: 2026-01-15
[2026-01-14T20:36:57.693292] [INFO ] [main      ] Generated forecast report for 2026-01-15: 419 forecasts
[2026-01-14T20:36:57.693380] [INFO ] [main      ] Generated 41/41 forecast reports
[2026-01-14T20:36:57.693437] [INFO ] [main      ] Reading forecast report for email: ./output/forecasts/full/2026-01-15.txt
[2026-01-14T20:36:58.399369] [DEBUG] [EMAIL     ] Email sent to 'chris.punches@silogroup.org' with subject: 'MAG Forecast Report - 2026-01-15'
[2026-01-14T20:36:58.399559] [INFO ] [main      ] Forecast report email sent for 2026-01-15
[2026-01-14T20:36:58.399662] [INFO ] [MAG       ] MAG operation completed successfully
[2026-01-14T20:36:58.399877] [WARN ] [STATE     ] State set to: COMPLETED_OK
[2026-01-14T20:36:58.400055] [INFO ] [STATE     ] Last completion updated: 2026-01-14T20:36:58.399934