[2026-01-07T20:30:02.867939] [INFO ] [MAG       ] Starting MAG operation...
[2026-01-07T20:30:03.059761] [DEBUG] [R-STATUS  ] Registered 'tdm' as a dependent service.
[2026-01-07T20:30:03.238392] [DEBUG] [R-STATUS  ] Registered 'sig' as a dependent service.
[2026-01-07T20:30:03.412861] [DEBUG] [R-STATUS  ] Registered 'sap' as a dependent service.
[2026-01-07T20:30:03.585765] [DEBUG] [R-STATUS  ] Registered 'exp' as a dependent service.
[2026-01-07T20:30:03.586094] [WARN ] [STATE     ] State set to: WAITING
[2026-01-07T20:30:03.586151] [INFO ] [STATE     ] Checking service statuses...
[2026-01-07T20:30:03.592957] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-07T20:30:03.597509] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-07), and is a dependency of this service.
[2026-01-07T20:30:03.665689] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-07T20:30:03.748962] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-07T20:30:03.820921] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-07T20:30:03.821064] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-07T20:30:06.829118] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-07T20:30:06.834242] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-07), and is a dependency of this service.
[2026-01-07T20:30:06.838738] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-07T20:30:06.842939] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-07T20:30:06.847162] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-07T20:30:06.847280] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-07T20:30:09.852523] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-07T20:30:09.856805] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-07), and is a dependency of this service.
[2026-01-07T20:30:09.861363] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-07T20:30:09.865244] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-07T20:30:09.868587] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-07T20:30:09.868660] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-07T20:30:12.873670] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-07T20:30:12.877853] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-07), and is a dependency of this service.
[2026-01-07T20:30:12.882133] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-07T20:30:12.886674] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-07T20:30:12.891889] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-07T20:30:12.892031] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-07T20:30:15.897038] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-07T20:30:15.901786] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-07), and is a dependency of this service.
[2026-01-07T20:30:15.906221] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-07T20:30:15.910391] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-07T20:30:15.914944] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-07T20:30:15.915086] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-07T20:30:18.919772] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-07T20:30:18.923463] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-07), and is a dependency of this service.
[2026-01-07T20:30:18.927243] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-07T20:30:18.931163] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-07T20:30:18.935040] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-07T20:30:18.935122] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-07T20:30:21.946659] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-07T20:30:21.953664] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-07), and is a dependency of this service.
[2026-01-07T20:30:21.960829] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-07T20:30:21.969116] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-07T20:30:21.975826] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-07T20:30:21.975990] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-07T20:30:24.980933] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-07T20:30:24.984937] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-07), and is a dependency of this service.
[2026-01-07T20:30:24.988767] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-07T20:30:24.992473] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-07T20:30:24.996376] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-07T20:30:24.996490] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-07T20:30:28.001938] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-07T20:30:28.005997] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-07), and is a dependency of this service.
[2026-01-07T20:30:28.009802] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-07T20:30:28.013568] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-07T20:30:28.017130] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-07T20:30:28.017251] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-07T20:30:31.021999] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-07T20:30:31.025748] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-07), and is a dependency of this service.
[2026-01-07T20:30:31.029439] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-07T20:30:31.033688] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-07T20:30:31.037450] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-07T20:30:31.037553] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-07T20:30:34.042502] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-07T20:30:34.046226] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-07), and is a dependency of this service.
[2026-01-07T20:30:34.050615] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-07T20:30:34.054731] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-07T20:30:34.063750] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-07T20:30:34.063828] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-07T20:30:37.069786] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-07T20:30:37.073873] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-07), and is a dependency of this service.
[2026-01-07T20:30:37.077702] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-07T20:30:37.081730] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-07T20:30:37.086552] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-07T20:30:37.086791] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-07T20:30:40.092230] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-07T20:30:40.095797] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-07), and is a dependency of this service.
[2026-01-07T20:30:40.099176] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-07T20:30:40.102522] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-07T20:30:40.105829] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-07T20:30:40.105912] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-07T20:30:43.111242] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-07T20:30:43.115209] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-07), and is a dependency of this service.
[2026-01-07T20:30:43.118990] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-07T20:30:43.122836] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-07T20:30:43.126648] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-07T20:30:43.126748] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-07T20:30:46.132509] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-07T20:30:46.137535] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-07), and is a dependency of this service.
[2026-01-07T20:30:46.142731] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-07T20:30:46.147598] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-07T20:30:46.152467] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-07T20:30:46.152606] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-07T20:30:49.158037] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-07T20:30:49.161629] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-07), and is a dependency of this service.
[2026-01-07T20:30:49.165615] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-07T20:30:49.169002] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-07T20:30:49.172358] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-07T20:30:49.172438] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-07T20:30:52.177211] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-07T20:30:52.180569] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-07), and is a dependency of this service.
[2026-01-07T20:30:52.183832] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-07T20:30:52.187427] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-07T20:30:52.190833] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-07T20:30:52.190910] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-07T20:30:55.196229] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-07T20:30:55.200201] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-07), and is a dependency of this service.
[2026-01-07T20:30:55.204832] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-07T20:30:55.209234] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-07T20:30:55.212928] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-07T20:30:55.213006] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-07T20:30:58.217799] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-07T20:30:58.221732] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-07), and is a dependency of this service.
[2026-01-07T20:30:58.225492] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-07T20:30:58.229455] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-07T20:30:58.233066] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-07T20:30:58.233188] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-07T20:31:01.239334] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-07T20:31:01.244894] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-07), and is a dependency of this service.
[2026-01-07T20:31:01.249512] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-07T20:31:01.254304] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-07T20:31:01.258945] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-07T20:31:01.259084] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-07T20:31:04.263968] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-07T20:31:04.267994] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-07), and is a dependency of this service.
[2026-01-07T20:31:04.272350] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-07T20:31:04.276700] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-07T20:31:04.281156] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-07T20:31:04.281251] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-07T20:31:07.285951] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-07T20:31:07.289452] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-07), and is a dependency of this service.
[2026-01-07T20:31:07.293236] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-07T20:31:07.296708] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-07T20:31:07.300074] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-07T20:31:07.300163] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-07T20:31:10.304799] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-07T20:31:10.308631] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-07), and is a dependency of this service.
[2026-01-07T20:31:10.312318] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-07T20:31:10.315912] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-07T20:31:10.320122] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-07T20:31:10.320237] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-07T20:31:13.324601] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-07T20:31:13.327982] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-07), and is a dependency of this service.
[2026-01-07T20:31:13.331266] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-07T20:31:13.334528] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-07T20:31:13.337837] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-07T20:31:13.337911] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-07T20:31:16.342565] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-07T20:31:16.346652] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-07), and is a dependency of this service.
[2026-01-07T20:31:16.350595] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-07T20:31:16.354470] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-07T20:31:16.358445] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-07T20:31:16.358549] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-07T20:31:19.365593] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-07T20:31:19.371147] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-07), and is a dependency of this service.
[2026-01-07T20:31:19.376693] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-07T20:31:19.381660] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-07T20:31:19.386753] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-07T20:31:19.386882] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-07T20:31:22.391955] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-07T20:31:22.395515] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-07), and is a dependency of this service.
[2026-01-07T20:31:22.398983] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-07T20:31:22.402406] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-07T20:31:22.406057] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-07T20:31:22.406179] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-07T20:31:25.411221] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-07T20:31:25.415495] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-07), and is a dependency of this service.
[2026-01-07T20:31:25.418749] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-07T20:31:25.422390] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-07T20:31:25.426773] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-07T20:31:25.426881] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-07T20:31:28.432386] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-07T20:31:28.435884] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-07), and is a dependency of this service.
[2026-01-07T20:31:28.439138] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-07T20:31:28.443117] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-07T20:31:28.446835] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-07T20:31:28.446915] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-07T20:31:31.452656] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-07T20:31:31.457395] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-07), and is a dependency of this service.
[2026-01-07T20:31:31.461705] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-07T20:31:31.465764] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-07T20:31:31.470386] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-07T20:31:31.470489] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-07T20:31:34.474982] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-07T20:31:34.478726] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-07), and is a dependency of this service.
[2026-01-07T20:31:34.487136] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-07T20:31:34.501786] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-07T20:31:34.512588] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-07T20:31:34.512669] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-07T20:31:37.517114] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-07T20:31:37.520744] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-07), and is a dependency of this service.
[2026-01-07T20:31:37.524166] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-07T20:31:37.527747] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-07T20:31:37.531374] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-07T20:31:37.531663] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-07T20:31:40.537291] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-07T20:31:40.541469] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-07), and is a dependency of this service.
[2026-01-07T20:31:40.545413] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-07T20:31:40.549732] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-07T20:31:40.554013] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-07T20:31:40.554174] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-07T20:31:43.559413] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-07T20:31:43.563475] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-07), and is a dependency of this service.
[2026-01-07T20:31:43.567300] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-07T20:31:43.570990] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-07T20:31:43.574653] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-07T20:31:43.574749] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-07T20:31:46.580269] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-07T20:31:46.584122] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-07), and is a dependency of this service.
[2026-01-07T20:31:46.587700] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-07T20:31:46.591391] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-07T20:31:46.595088] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-07T20:31:46.595178] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-07T20:31:49.602796] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-07T20:31:49.606774] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-07), and is a dependency of this service.
[2026-01-07T20:31:49.610691] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-07T20:31:49.614363] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-07T20:31:49.618496] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-07T20:31:49.618644] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-07T20:31:52.623367] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-07T20:31:52.628095] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-07), and is a dependency of this service.
[2026-01-07T20:31:52.633703] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-07T20:31:52.638535] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-07T20:31:52.642059] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-07T20:31:52.642140] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-07T20:31:55.647759] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-07T20:31:55.652968] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-07), and is a dependency of this service.
[2026-01-07T20:31:55.658158] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-07T20:31:55.663422] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-07T20:31:55.668544] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-07T20:31:55.668684] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-07T20:31:58.674958] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-07T20:31:58.679437] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-07), and is a dependency of this service.
[2026-01-07T20:31:58.682727] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-07T20:31:58.685894] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-07T20:31:58.689485] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-07T20:31:58.689657] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-07T20:32:01.694993] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-07T20:32:01.699810] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-07), and is a dependency of this service.
[2026-01-07T20:32:01.704507] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-07T20:32:01.709176] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-07T20:32:01.713961] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-07T20:32:01.714088] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-07T20:32:04.718850] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-07T20:32:04.722896] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-07), and is a dependency of this service.
[2026-01-07T20:32:04.727391] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-07T20:32:04.733372] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-07T20:32:04.738416] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-07T20:32:04.738519] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-07T20:32:07.743799] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-07T20:32:07.747681] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-07), and is a dependency of this service.
[2026-01-07T20:32:07.751247] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-07T20:32:07.754612] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-07T20:32:07.757961] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-07T20:32:07.758040] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-07T20:32:10.763868] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-07T20:32:10.771327] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-07), and is a dependency of this service.
[2026-01-07T20:32:10.776532] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-07T20:32:10.780713] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-07T20:32:10.784651] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-07T20:32:10.784760] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-07T20:32:13.790098] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-07T20:32:13.794125] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-07), and is a dependency of this service.
[2026-01-07T20:32:13.797920] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-07T20:32:13.801941] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-07T20:32:13.805637] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-07T20:32:13.805732] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-07T20:32:16.811183] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-07T20:32:16.815011] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-07), and is a dependency of this service.
[2026-01-07T20:32:16.818948] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-07T20:32:16.822482] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-07T20:32:16.825915] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-07T20:32:16.825993] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-07T20:32:19.830759] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-07T20:32:19.834431] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-07), and is a dependency of this service.
[2026-01-07T20:32:19.838405] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-07T20:32:19.842213] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-07T20:32:19.845993] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-07T20:32:19.846121] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-07T20:32:22.852074] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-07T20:32:22.856698] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-07), and is a dependency of this service.
[2026-01-07T20:32:22.862440] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-07T20:32:22.868215] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-07T20:32:22.873104] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-07T20:32:22.873241] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-07T20:32:25.878735] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-07T20:32:25.882692] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-07), and is a dependency of this service.
[2026-01-07T20:32:25.886592] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-07T20:32:25.890191] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-07T20:32:25.893552] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-07T20:32:25.893653] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-07T20:32:28.900540] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-07T20:32:28.905479] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-07), and is a dependency of this service.
[2026-01-07T20:32:28.909068] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-07T20:32:28.912788] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-07T20:32:28.916287] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-07T20:32:28.916361] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-07T20:32:31.923143] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-07T20:32:31.926911] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-07), and is a dependency of this service.
[2026-01-07T20:32:31.930866] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-07T20:32:31.934285] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-07T20:32:31.938035] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-07T20:32:31.938154] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-07T20:32:34.943456] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-07T20:32:34.947439] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-07), and is a dependency of this service.
[2026-01-07T20:32:34.954408] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-07T20:32:34.962357] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-07T20:32:34.966872] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-07T20:32:34.966971] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-07T20:32:37.972786] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-07T20:32:37.976679] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-07), and is a dependency of this service.
[2026-01-07T20:32:37.980862] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-07T20:32:37.984841] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-07T20:32:37.989003] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-07T20:32:37.989124] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-07T20:32:40.994020] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-07T20:32:40.998146] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-07), and is a dependency of this service.
[2026-01-07T20:32:41.002056] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-07T20:32:41.006490] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-07T20:32:41.010657] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-07T20:32:41.010762] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-07T20:32:44.015978] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-07T20:32:44.019411] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-07), and is a dependency of this service.
[2026-01-07T20:32:44.025865] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-07T20:32:44.029090] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-07T20:32:44.032303] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-07T20:32:44.032376] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-07T20:32:47.037625] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-07T20:32:47.041401] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-07), and is a dependency of this service.
[2026-01-07T20:32:47.044825] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-07T20:32:47.048243] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-07T20:32:47.051633] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-07T20:32:47.051710] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-07T20:32:50.058440] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-07T20:32:50.063559] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-07), and is a dependency of this service.
[2026-01-07T20:32:50.069427] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-07T20:32:50.074690] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-07T20:32:50.080304] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-07T20:32:50.080450] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-07T20:32:53.085592] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-07T20:32:53.089077] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-07), and is a dependency of this service.
[2026-01-07T20:32:53.093162] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-07T20:32:53.096667] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-07T20:32:53.099932] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-07T20:32:53.100000] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-07T20:32:56.104714] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-07T20:32:56.108276] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-07), and is a dependency of this service.
[2026-01-07T20:32:56.111804] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-07T20:32:56.115279] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-07T20:32:56.119017] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-07T20:32:56.119117] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-07T20:32:59.124049] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-07T20:32:59.127719] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-07), and is a dependency of this service.
[2026-01-07T20:32:59.131662] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-07T20:32:59.136150] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-07T20:32:59.140027] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-07T20:32:59.140110] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-07T20:33:02.145671] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-07T20:33:02.150180] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-07), and is a dependency of this service.
[2026-01-07T20:33:02.154277] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-07T20:33:02.157917] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-07T20:33:02.161345] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-07T20:33:02.161421] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-07T20:33:05.168462] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-07T20:33:05.173168] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-07), and is a dependency of this service.
[2026-01-07T20:33:05.178999] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-07T20:33:05.186096] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-07T20:33:05.191599] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-07T20:33:05.191727] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-07T20:33:08.197924] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-07T20:33:08.202227] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-07), and is a dependency of this service.
[2026-01-07T20:33:08.206123] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-07T20:33:08.209986] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-07T20:33:08.213761] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-07T20:33:08.213859] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-07T20:33:11.220820] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-07T20:33:11.224845] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-07), and is a dependency of this service.
[2026-01-07T20:33:11.228500] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-07T20:33:11.232115] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-07T20:33:11.235299] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-07T20:33:11.235386] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-07T20:33:14.239948] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-07T20:33:14.243512] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-07), and is a dependency of this service.
[2026-01-07T20:33:14.246926] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-07T20:33:14.250258] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-07T20:33:14.253592] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-07T20:33:14.253677] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-07T20:33:17.259931] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-07T20:33:17.264594] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-07), and is a dependency of this service.
[2026-01-07T20:33:17.268076] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-07T20:33:17.271311] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-07T20:33:17.274686] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-07T20:33:17.274759] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-07T20:33:20.280542] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-07T20:33:20.284111] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-07), and is a dependency of this service.
[2026-01-07T20:33:20.287460] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-07T20:33:20.290790] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-07T20:33:20.294070] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-07T20:33:20.294152] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-07T20:33:23.299466] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-07T20:33:23.303849] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-07), and is a dependency of this service.
[2026-01-07T20:33:23.308386] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-07T20:33:23.312539] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-07T20:33:23.316155] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-07T20:33:23.316257] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-07T20:33:26.320992] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-07T20:33:26.324656] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-07), and is a dependency of this service.
[2026-01-07T20:33:26.328175] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-07T20:33:26.332186] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-07T20:33:26.335680] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-07T20:33:26.335778] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-07T20:33:29.340364] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-07T20:33:29.344282] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-07), and is a dependency of this service.
[2026-01-07T20:33:29.347834] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-07T20:33:29.351689] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-07T20:33:29.355283] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-07T20:33:29.355380] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-07T20:33:32.360153] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-07T20:33:32.363790] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-07), and is a dependency of this service.
[2026-01-07T20:33:32.367456] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-07T20:33:32.373829] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-07T20:33:32.377852] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-07T20:33:32.377931] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-07T20:33:35.382908] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-07T20:33:35.386495] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-07), and is a dependency of this service.
[2026-01-07T20:33:35.390642] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-07T20:33:35.394559] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-07T20:33:35.398373] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-07T20:33:35.398471] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-07T20:33:38.403600] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-07T20:33:38.407045] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-07), and is a dependency of this service.
[2026-01-07T20:33:38.410459] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-07T20:33:38.413801] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-07T20:33:38.417114] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-07T20:33:38.417186] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-07T20:33:41.423723] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-07T20:33:41.427097] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-07), and is a dependency of this service.
[2026-01-07T20:33:41.430640] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-07T20:33:41.434068] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-07T20:33:41.437388] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-07T20:33:41.437456] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-07T20:33:44.442333] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-07T20:33:44.446154] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-07), and is a dependency of this service.
[2026-01-07T20:33:44.450161] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-07T20:33:44.453832] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-07T20:33:44.457175] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-07T20:33:44.457247] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-07T20:33:47.462889] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-07T20:33:47.467586] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-07), and is a dependency of this service.
[2026-01-07T20:33:47.471076] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-07T20:33:47.474767] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-07T20:33:47.477924] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-07T20:33:47.478009] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-07T20:33:50.483040] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-07T20:33:50.486629] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-07), and is a dependency of this service.
[2026-01-07T20:33:50.490458] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-07T20:33:50.493984] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-07T20:33:50.497737] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-07T20:33:50.497833] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-07T20:33:53.502353] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-07T20:33:53.506545] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-07), and is a dependency of this service.
[2026-01-07T20:33:53.510220] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-07T20:33:53.513669] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-07T20:33:53.517295] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-07T20:33:53.517381] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-07T20:33:56.522080] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-07T20:33:56.525613] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-07), and is a dependency of this service.
[2026-01-07T20:33:56.528905] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-07T20:33:56.532722] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-07T20:33:56.536563] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-07T20:33:56.536656] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-07T20:33:59.542809] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-07T20:33:59.548225] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-07), and is a dependency of this service.
[2026-01-07T20:33:59.552979] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-07T20:33:59.557311] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-07T20:33:59.561274] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-07T20:33:59.561407] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-07T20:34:02.567449] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-07T20:34:02.571500] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-07), and is a dependency of this service.
[2026-01-07T20:34:02.575348] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-07T20:34:02.579224] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-07T20:34:02.583090] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-07T20:34:02.583192] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-07T20:34:05.588355] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-07T20:34:05.592457] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-07), and is a dependency of this service.
[2026-01-07T20:34:05.598522] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-07T20:34:05.603705] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-07T20:34:05.608519] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-07T20:34:05.608688] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-07T20:34:08.613437] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-07T20:34:08.616921] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-07), and is a dependency of this service.
[2026-01-07T20:34:08.620378] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-07T20:34:08.624049] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-07T20:34:08.627767] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-07T20:34:08.627872] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-07T20:34:11.634290] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-07T20:34:11.638503] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-07), and is a dependency of this service.
[2026-01-07T20:34:11.642940] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-07T20:34:11.647919] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-07T20:34:11.651933] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-07T20:34:11.652019] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-07T20:34:14.656836] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-07T20:34:14.660451] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-07), and is a dependency of this service.
[2026-01-07T20:34:14.663868] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-07T20:34:14.667261] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-07T20:34:14.670681] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-07T20:34:14.670756] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-07T20:34:17.675790] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-07T20:34:17.679156] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-07), and is a dependency of this service.
[2026-01-07T20:34:17.682446] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-07T20:34:17.685658] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-07T20:34:17.688882] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-07T20:34:17.688953] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-07T20:34:20.695612] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-07T20:34:20.699286] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-07), and is a dependency of this service.
[2026-01-07T20:34:20.702817] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-07T20:34:20.706402] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-07T20:34:20.709787] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-07T20:34:20.709875] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-07T20:34:23.714931] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-07T20:34:23.718675] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-07), and is a dependency of this service.
[2026-01-07T20:34:23.722146] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-07T20:34:23.725483] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-07T20:34:23.729980] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-07T20:34:23.730100] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-07T20:34:26.735210] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-07T20:34:26.738988] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-07), and is a dependency of this service.
[2026-01-07T20:34:26.742506] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-07T20:34:26.746114] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-07T20:34:26.749616] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-07T20:34:26.749691] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-07T20:34:29.755055] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-07T20:34:29.758598] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-07), and is a dependency of this service.
[2026-01-07T20:34:29.762168] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-07T20:34:29.765405] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-07T20:34:29.768724] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-07T20:34:29.768832] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-07T20:34:32.774156] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-07T20:34:32.777654] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-07), and is a dependency of this service.
[2026-01-07T20:34:32.781386] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-07T20:34:32.784922] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-07T20:34:32.788279] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-07T20:34:32.788373] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-07T20:34:35.793776] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-07T20:34:35.797145] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-07), and is a dependency of this service.
[2026-01-07T20:34:35.800791] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-07T20:34:35.804299] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-07T20:34:35.808492] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-07T20:34:35.808646] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-07T20:34:38.813701] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-07T20:34:38.817550] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-07), and is a dependency of this service.
[2026-01-07T20:34:38.821343] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-07T20:34:38.825040] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-07T20:34:38.828402] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-07T20:34:38.828477] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-07T20:34:41.832827] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-07T20:34:41.836201] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-07), and is a dependency of this service.
[2026-01-07T20:34:41.839739] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-07T20:34:41.843094] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-07T20:34:41.846379] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-07T20:34:41.846451] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-07T20:34:44.852329] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-07T20:34:44.857450] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-07), and is a dependency of this service.
[2026-01-07T20:34:44.862271] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-07T20:34:44.866870] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-07T20:34:44.871395] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-07T20:34:44.871492] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-07T20:34:47.877846] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-07T20:34:47.883214] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-07), and is a dependency of this service.
[2026-01-07T20:34:47.888304] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-07T20:34:47.892437] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-07T20:34:47.896064] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-07T20:34:47.896151] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-07T20:34:50.900938] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-07T20:34:50.905123] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-07), and is a dependency of this service.
[2026-01-07T20:34:50.909305] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-07T20:34:50.913472] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-07T20:34:50.917429] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-07T20:34:50.917555] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-07T20:34:53.922445] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-07T20:34:53.926299] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-07), and is a dependency of this service.
[2026-01-07T20:34:53.929784] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-07T20:34:53.933139] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-07T20:34:53.936879] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-07T20:34:53.936975] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-07T20:34:56.941845] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-07T20:34:56.945393] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-07), and is a dependency of this service.
[2026-01-07T20:34:56.948792] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-07T20:34:56.952191] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-07T20:34:56.955665] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-07T20:34:56.955752] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-07T20:34:59.961663] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-07T20:34:59.965447] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-07), and is a dependency of this service.
[2026-01-07T20:34:59.968900] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-07T20:34:59.972257] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-07T20:34:59.975696] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-07T20:34:59.975786] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-07T20:35:02.983075] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-07T20:35:02.988389] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-07), and is a dependency of this service.
[2026-01-07T20:35:02.992448] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-07T20:35:02.996352] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-07T20:35:03.000864] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-07T20:35:03.000984] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-07T20:35:06.006346] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-07T20:35:06.010036] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-07), and is a dependency of this service.
[2026-01-07T20:35:06.077380] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-07T20:35:06.143849] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-07T20:35:06.217390] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-07T20:35:06.217522] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-07T20:35:09.223754] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-07T20:35:09.228187] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-07), and is a dependency of this service.
[2026-01-07T20:35:09.233083] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-07T20:35:09.237340] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-07T20:35:09.241084] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-07T20:35:09.241182] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-07T20:35:12.247338] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-07T20:35:12.251444] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-07), and is a dependency of this service.
[2026-01-07T20:35:12.255415] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-07T20:35:12.259249] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-07T20:35:12.262845] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-07T20:35:12.262948] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-07T20:35:15.267696] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-07T20:35:15.270947] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-07), and is a dependency of this service.
[2026-01-07T20:35:15.274125] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-07T20:35:15.277349] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-07T20:35:15.281523] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-07T20:35:15.281647] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-07T20:35:18.286697] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-07T20:35:18.290136] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-07), and is a dependency of this service.
[2026-01-07T20:35:18.293415] [WARN ] [sig-status] Service 'sig' is not running.
[2026-01-07T20:35:18.296669] [WARN ] [sig-status] Service 'sig' is not running, has completed successfully since the last trading day (2026-01-07), and is a dependency of this service.
[2026-01-07T20:35:18.300019] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-07T20:35:18.303246] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-07T20:35:18.303523] [WARN ] [STATE     ] State set to: RUNNING
[2026-01-07T20:35:18.303690] [INFO ] [MODE      ] Using multithreaded
[2026-01-07T20:35:18.303776] [DEBUG] [REMOTE    ] Fetching available forecast dates from 'https://sig.silogroup.org/forecasts/full'.
[2026-01-07T20:35:18.309207] [DEBUG] [REMOTE    ] Found 60 available forecast dates.
[2026-01-07T20:35:18.309450] [DEBUG] [REMOTE    ] Fetching signal forecasts from 'https://sig.silogroup.org/forecasts/full/2026-01-08.txt'.
[2026-01-07T20:35:18.315741] [DEBUG] [REMOTE    ] Fetched 3514 signal forecasts for 2026-01-08.
[2026-01-07T20:35:18.343705] [INFO ] [main      ] Starting parallel forecast configuration with 4 worker processes for 0 symbols
[2026-01-07T20:35:18.344933] [INFO ] [main      ] Parallel configuration completed in 0.0s. Processed 0 symbols.
[2026-01-07T20:35:18.344992] [INFO ] [main      ] Configuration success rate: 0.0% (0/0 symbols)
[2026-01-07T20:35:19.000909] [DEBUG] [EMAIL     ] Email sent to 'chris.punches@silogroup.org' with subject: 'COMPLETE_OK: MAG Forecast Configuration Completed (0/0 @ 0.00%)'
[2026-01-07T20:35:19.011228] [INFO ] [MODE      ] Using multithreaded
[2026-01-07T20:35:19.011350] [INFO ] [main      ] Fetching signal forecasts...
[2026-01-07T20:35:19.011404] [DEBUG] [REMOTE    ] Fetching available forecast dates from 'https://sig.silogroup.org/forecasts/full'.
[2026-01-07T20:35:19.018050] [DEBUG] [REMOTE    ] Found 60 available forecast dates.
[2026-01-07T20:35:19.018257] [INFO ] [main      ] Found available forecast date (2026-01-08).
[2026-01-07T20:35:19.018340] [DEBUG] [REMOTE    ] Fetching signal forecasts from 'https://sig.silogroup.org/forecasts/full/2026-01-08.txt'.
[2026-01-07T20:35:19.024763] [DEBUG] [REMOTE    ] Fetched 3514 signal forecasts for 2026-01-08.
[2026-01-07T20:35:19.024939] [INFO ] [main      ] Fetched 3514 forecasts.
[2026-01-07T20:35:19.025198] [INFO ] [main      ] Found 391 high-confidence bullish forecasts (>= 90.0%).
[2026-01-07T20:35:19.025259] [INFO ] [main      ] Starting parallel forecast generation with 4 worker processes for 391 symbols
[2026-01-07T20:35:19.052239] [INFO ] [main      ] Fetching symbol history for SEDG...
[2026-01-07T20:35:19.052363] [INFO ] [main      ] Fetching symbol history for PCN...
[2026-01-07T20:35:19.052303] [INFO ] [main      ] Fetching symbol history for DGRE...
[2026-01-07T20:35:19.052729] [DEBUG] [REMOTE    ] DGRE: Fetching historical data.
[2026-01-07T20:35:19.052746] [DEBUG] [REMOTE    ] SEDG: Fetching historical data.
[2026-01-07T20:35:19.052948] [DEBUG] [REMOTE    ] PCN: Fetching historical data.
[2026-01-07T20:35:19.054840] [INFO ] [main      ] Fetching symbol history for OABI...
[2026-01-07T20:35:19.055233] [DEBUG] [REMOTE    ] OABI: Fetching historical data.
[2026-01-07T20:35:19.082673] [DEBUG] [REMOTE    ] SEDG: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:19.083776] [DEBUG] [LOCAL     ] Loaded configuration for SEDG: 1 features, N/A% accuracy
[2026-01-07T20:35:19.083837] [INFO ] [LOCAL     ] SEDG: Loaded 1 optimal features with 37.78% confidence from JSON config
[2026-01-07T20:35:19.083875] [DEBUG] [MAG       ] Building data for symbol: SEDG with lookback: 0
[2026-01-07T20:35:19.084003] [DEBUG] [REMOTE    ] OABI: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:19.084830] [DEBUG] [LOCAL     ] Loaded configuration for OABI: 10 features, N/A% accuracy
[2026-01-07T20:35:19.084894] [INFO ] [LOCAL     ] OABI: Loaded 10 optimal features with 36.85% confidence from JSON config
[2026-01-07T20:35:19.084933] [DEBUG] [MAG       ] Building data for symbol: OABI with lookback: 0
[2026-01-07T20:35:19.085223] [DEBUG] [REMOTE    ] PCN: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:19.086034] [DEBUG] [REMOTE    ] DGRE: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:19.086296] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-07T20:35:19.086536] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:19.087079] [DEBUG] [LOCAL     ] Loaded configuration for PCN: 4 features, N/A% accuracy
[2026-01-07T20:35:19.087158] [INFO ] [LOCAL     ] PCN: Loaded 4 optimal features with 56.27% confidence from JSON config
[2026-01-07T20:35:19.087174] [DEBUG] [LOCAL     ] Loaded configuration for DGRE: 2 features, N/A% accuracy
[2026-01-07T20:35:19.087204] [DEBUG] [MAG       ] Building data for symbol: PCN with lookback: 0
[2026-01-07T20:35:19.087237] [INFO ] [LOCAL     ] DGRE: Loaded 2 optimal features with 51.96% confidence from JSON config
[2026-01-07T20:35:19.087277] [DEBUG] [MAG       ] Building data for symbol: DGRE with lookback: 0
[2026-01-07T20:35:19.087339] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2026-01-07T20:35:19.087418] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:19.089286] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-07T20:35:19.089356] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:19.089883] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-07T20:35:19.089965] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:19.093853] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:19.094034] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:19.095560] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-07T20:35:19.096496] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:35:19.096939] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:19.097419] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:35:19.098014] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:35:19.098555] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-07T20:35:19.098766] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:19.099287] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:35:19.100198] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-07T20:35:19.101144] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:19.214988] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-07T20:35:19.293858] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-07T20:35:19.294852] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-07T20:35:19.297377] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-07T20:35:19.299379] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:19.437135] [DEBUG] [MAG       ] DGRE: Last date is validated at 2026-01-07
[2026-01-07T20:35:19.445296] [DEBUG] [MAG       ] SEDG: Last date is validated at 2026-01-07
[2026-01-07T20:35:19.486103] [DEBUG] [MAG       ] PCN: Last date is validated at 2026-01-07
[2026-01-07T20:35:19.599252] [DEBUG] [MAG       ] DGRE: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:19.613708] [DEBUG] [MAG       ] SEDG: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:19.642953] [DEBUG] [MAG       ] OABI: Last date is validated at 2026-01-07
[2026-01-07T20:35:19.658485] [DEBUG] [MAG       ] PCN: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:19.682173] [INFO ] [LOCAL     ] DGRE: Saved forecast.
[2026-01-07T20:35:19.682263] [INFO ] [main      ] DGRE: Signal=1 (Conf=100.0%), Magnitude=0.08% (Conf=51.9643%)
[2026-01-07T20:35:19.682674] [INFO ] [main      ] Fetching symbol history for CCK...
[2026-01-07T20:35:19.682729] [DEBUG] [REMOTE    ] CCK: Fetching historical data.
[2026-01-07T20:35:19.684020] [INFO ] [main      ] Progress: 1/391 forecasts completed (0.3%). DGRE finished in 0.6s. ETA: 4m 17s. Rate: 91.09 forecasts/min
[2026-01-07T20:35:19.694716] [DEBUG] [REMOTE    ] CCK: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:19.695470] [DEBUG] [LOCAL     ] Loaded configuration for CCK: 5 features, N/A% accuracy
[2026-01-07T20:35:19.695521] [INFO ] [LOCAL     ] CCK: Loaded 5 optimal features with 58.19% confidence from JSON config
[2026-01-07T20:35:19.695553] [DEBUG] [MAG       ] Building data for symbol: CCK with lookback: 0
[2026-01-07T20:35:19.696534] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-07T20:35:19.696620] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:19.701978] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-07T20:35:19.704104] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-07T20:35:19.719272] [INFO ] [LOCAL     ] SEDG: Saved forecast.
[2026-01-07T20:35:19.719359] [INFO ] [main      ] SEDG: Signal=1 (Conf=100.0%), Magnitude=-2.42% (Conf=37.7786%)
[2026-01-07T20:35:19.719930] [INFO ] [main      ] Fetching symbol history for TSQ...
[2026-01-07T20:35:19.720004] [DEBUG] [REMOTE    ] TSQ: Fetching historical data.
[2026-01-07T20:35:19.720660] [INFO ] [main      ] Progress: 2/391 forecasts completed (0.5%). SEDG finished in 0.7s. ETA: 2m 15s. Rate: 172.58 forecasts/min
[2026-01-07T20:35:19.732338] [DEBUG] [REMOTE    ] TSQ: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:19.733432] [DEBUG] [LOCAL     ] Loaded configuration for TSQ: 4 features, N/A% accuracy
[2026-01-07T20:35:19.733486] [INFO ] [LOCAL     ] TSQ: Loaded 4 optimal features with 55.88% confidence from JSON config
[2026-01-07T20:35:19.733518] [DEBUG] [MAG       ] Building data for symbol: TSQ with lookback: 0
[2026-01-07T20:35:19.734330] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-07T20:35:19.734410] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:19.737096] [INFO ] [LOCAL     ] PCN: Saved forecast.
[2026-01-07T20:35:19.737201] [INFO ] [main      ] PCN: Signal=1 (Conf=100.0%), Magnitude=0.57% (Conf=56.2675%)
[2026-01-07T20:35:19.737880] [INFO ] [main      ] Progress: 3/391 forecasts completed (0.8%). PCN finished in 0.7s. ETA: 1m 32s. Rate: 252.61 forecasts/min
[2026-01-07T20:35:19.738179] [INFO ] [main      ] Fetching symbol history for PMAX...
[2026-01-07T20:35:19.738238] [DEBUG] [REMOTE    ] PMAX: Fetching historical data.
[2026-01-07T20:35:19.739147] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-07T20:35:19.743272] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-07T20:35:19.743533] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-07T20:35:19.744944] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-07T20:35:19.744971] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-07T20:35:19.745649] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:19.747656] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:19.751854] [DEBUG] [REMOTE    ] PMAX: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:19.753745] [DEBUG] [LOCAL     ] Loaded configuration for PMAX: 6 features, N/A% accuracy
[2026-01-07T20:35:19.753865] [INFO ] [LOCAL     ] PMAX: Loaded 6 optimal features with 47.90% confidence from JSON config
[2026-01-07T20:35:19.753904] [DEBUG] [MAG       ] Building data for symbol: PMAX with lookback: 0
[2026-01-07T20:35:19.755454] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-07T20:35:19.755517] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:19.761050] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:19.762981] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:35:19.763622] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:35:19.764117] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-07T20:35:19.764900] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-07T20:35:19.765979] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:19.835886] [DEBUG] [MAG       ] OABI: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:19.919973] [INFO ] [LOCAL     ] OABI: Saved forecast.
[2026-01-07T20:35:19.920056] [INFO ] [main      ] OABI: Signal=1 (Conf=100.0%), Magnitude=-1.17% (Conf=36.8497%)
[2026-01-07T20:35:19.920501] [INFO ] [main      ] Fetching symbol history for CNK...
[2026-01-07T20:35:19.920557] [DEBUG] [REMOTE    ] CNK: Fetching historical data.
[2026-01-07T20:35:19.922688] [INFO ] [main      ] Progress: 4/391 forecasts completed (1.0%). OABI finished in 0.9s. ETA: 1m 27s. Rate: 267.45 forecasts/min
[2026-01-07T20:35:19.931821] [DEBUG] [REMOTE    ] CNK: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:19.932819] [DEBUG] [LOCAL     ] Loaded configuration for CNK: 6 features, N/A% accuracy
[2026-01-07T20:35:19.932880] [INFO ] [LOCAL     ] CNK: Loaded 6 optimal features with 53.39% confidence from JSON config
[2026-01-07T20:35:19.932912] [DEBUG] [MAG       ] Building data for symbol: CNK with lookback: 0
[2026-01-07T20:35:19.933711] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-07T20:35:19.933782] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:19.935472] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:35:19.935991] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:35:19.936421] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:35:19.936869] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-07T20:35:19.985729] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-07T20:35:19.987038] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:20.078355] [DEBUG] [MAG       ] CCK: Last date is validated at 2026-01-07
[2026-01-07T20:35:20.101327] [DEBUG] [MAG       ] TSQ: Last date is validated at 2026-01-07
[2026-01-07T20:35:20.102430] [DEBUG] [MAG       ] PMAX: Last date is validated at 2026-01-07
[2026-01-07T20:35:20.243050] [DEBUG] [MAG       ] CCK: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:20.268774] [DEBUG] [MAG       ] PMAX: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:20.276789] [DEBUG] [MAG       ] TSQ: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:20.322417] [DEBUG] [MAG       ] CNK: Last date is validated at 2026-01-07
[2026-01-07T20:35:20.343067] [INFO ] [LOCAL     ] TSQ: Saved forecast.
[2026-01-07T20:35:20.343090] [INFO ] [LOCAL     ] CCK: Saved forecast.
[2026-01-07T20:35:20.343170] [INFO ] [main      ] CCK: Signal=1 (Conf=100.0%), Magnitude=-2.72% (Conf=58.1949%)
[2026-01-07T20:35:20.343170] [INFO ] [main      ] TSQ: Signal=1 (Conf=100.0%), Magnitude=-0.51% (Conf=55.8827%)
[2026-01-07T20:35:20.343594] [INFO ] [main      ] Fetching symbol history for STEM...
[2026-01-07T20:35:20.343670] [DEBUG] [REMOTE    ] STEM: Fetching historical data.
[2026-01-07T20:35:20.343745] [INFO ] [main      ] Fetching symbol history for PVL...
[2026-01-07T20:35:20.343806] [DEBUG] [REMOTE    ] PVL: Fetching historical data.
[2026-01-07T20:35:20.347986] [INFO ] [LOCAL     ] PMAX: Saved forecast.
[2026-01-07T20:35:20.348058] [INFO ] [main      ] PMAX: Signal=1 (Conf=100.0%), Magnitude=-1.28% (Conf=47.8997%)
[2026-01-07T20:35:20.345394] [INFO ] [main      ] Progress: 5/391 forecasts completed (1.3%). CCK finished in 0.7s. ETA: 1m 42s. Rate: 227.26 forecasts/min
[2026-01-07T20:35:20.348192] [INFO ] [main      ] Progress: 6/391 forecasts completed (1.5%). TSQ finished in 0.6s. ETA: 1m 25s. Rate: 272.13 forecasts/min
[2026-01-07T20:35:20.348444] [INFO ] [main      ] Fetching symbol history for PAX...
[2026-01-07T20:35:20.348507] [DEBUG] [REMOTE    ] PAX: Fetching historical data.
[2026-01-07T20:35:20.348502] [INFO ] [main      ] Progress: 7/391 forecasts completed (1.8%). PMAX finished in 0.6s. ETA: 1m 13s. Rate: 317.41 forecasts/min
[2026-01-07T20:35:20.355378] [DEBUG] [REMOTE    ] STEM: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:20.356292] [DEBUG] [LOCAL     ] Loaded configuration for STEM: 5 features, N/A% accuracy
[2026-01-07T20:35:20.356347] [INFO ] [LOCAL     ] STEM: Loaded 5 optimal features with 59.84% confidence from JSON config
[2026-01-07T20:35:20.356379] [DEBUG] [MAG       ] Building data for symbol: STEM with lookback: 0
[2026-01-07T20:35:20.357185] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-07T20:35:20.357126] [DEBUG] [REMOTE    ] PVL: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:20.357247] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:20.358889] [DEBUG] [LOCAL     ] Loaded configuration for PVL: 7 features, N/A% accuracy
[2026-01-07T20:35:20.358956] [INFO ] [LOCAL     ] PVL: Loaded 7 optimal features with 40.39% confidence from JSON config
[2026-01-07T20:35:20.358987] [DEBUG] [MAG       ] Building data for symbol: PVL with lookback: 0
[2026-01-07T20:35:20.359836] [DEBUG] [REMOTE    ] PAX: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:20.360078] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-07T20:35:20.360536] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:20.360557] [DEBUG] [LOCAL     ] Loaded configuration for PAX: 3 features, N/A% accuracy
[2026-01-07T20:35:20.360630] [INFO ] [LOCAL     ] PAX: Loaded 3 optimal features with 45.10% confidence from JSON config
[2026-01-07T20:35:20.360662] [DEBUG] [MAG       ] Building data for symbol: PAX with lookback: 0
[2026-01-07T20:35:20.361482] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-07T20:35:20.361541] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:20.362082] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-07T20:35:20.362929] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-07T20:35:20.363758] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-07T20:35:20.365379] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-07T20:35:20.365759] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-07T20:35:20.366099] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:20.366305] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-07T20:35:20.367040] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-07T20:35:20.367218] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:20.369264] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:20.369308] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:35:20.370282] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-07T20:35:20.371916] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-07T20:35:20.374162] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2026-01-07T20:35:20.377195] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:20.489018] [DEBUG] [MAG       ] CNK: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:20.571356] [INFO ] [LOCAL     ] CNK: Saved forecast.
[2026-01-07T20:35:20.571448] [INFO ] [main      ] CNK: Signal=1 (Conf=100.0%), Magnitude=0.27% (Conf=53.3928%)
[2026-01-07T20:35:20.571655] [INFO ] [main      ] Fetching symbol history for NKSH...
[2026-01-07T20:35:20.571702] [DEBUG] [REMOTE    ] NKSH: Fetching historical data.
[2026-01-07T20:35:20.573671] [INFO ] [main      ] Progress: 8/391 forecasts completed (2.0%). CNK finished in 0.7s. ETA: 1m 14s. Rate: 310.01 forecasts/min
[2026-01-07T20:35:20.583254] [DEBUG] [REMOTE    ] NKSH: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:20.584131] [DEBUG] [LOCAL     ] Loaded configuration for NKSH: 3 features, N/A% accuracy
[2026-01-07T20:35:20.584182] [INFO ] [LOCAL     ] NKSH: Loaded 3 optimal features with 55.28% confidence from JSON config
[2026-01-07T20:35:20.584213] [DEBUG] [MAG       ] Building data for symbol: NKSH with lookback: 0
[2026-01-07T20:35:20.585154] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-07T20:35:20.585214] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-07T20:35:20.586121] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-07T20:35:20.586866] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-07T20:35:20.589661] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:20.711363] [DEBUG] [MAG       ] STEM: Last date is validated at 2026-01-07
[2026-01-07T20:35:20.722713] [DEBUG] [MAG       ] PAX: Last date is validated at 2026-01-07
[2026-01-07T20:35:20.723991] [DEBUG] [MAG       ] PVL: Last date is validated at 2026-01-07
[2026-01-07T20:35:20.877631] [DEBUG] [MAG       ] STEM: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:20.891669] [DEBUG] [MAG       ] PAX: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:20.897774] [DEBUG] [MAG       ] PVL: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:20.945494] [DEBUG] [MAG       ] NKSH: Last date is validated at 2026-01-07
[2026-01-07T20:35:20.960919] [INFO ] [LOCAL     ] PAX: Saved forecast.
[2026-01-07T20:35:20.960992] [INFO ] [main      ] PAX: Signal=1 (Conf=100.0%), Magnitude=-1.80% (Conf=45.1008%)
[2026-01-07T20:35:20.961392] [INFO ] [main      ] Fetching symbol history for VALE...
[2026-01-07T20:35:20.961444] [DEBUG] [REMOTE    ] VALE: Fetching historical data.
[2026-01-07T20:35:20.961441] [INFO ] [main      ] Progress: 9/391 forecasts completed (2.3%). PAX finished in 0.6s. ETA: 1m 22s. Rate: 278.91 forecasts/min
[2026-01-07T20:35:20.972786] [DEBUG] [REMOTE    ] VALE: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:20.973723] [DEBUG] [LOCAL     ] Loaded configuration for VALE: 5 features, N/A% accuracy
[2026-01-07T20:35:20.973784] [INFO ] [LOCAL     ] VALE: Loaded 5 optimal features with 53.62% confidence from JSON config
[2026-01-07T20:35:20.973815] [DEBUG] [MAG       ] Building data for symbol: VALE with lookback: 0
[2026-01-07T20:35:20.974633] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-07T20:35:20.974693] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:20.979418] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:20.981218] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:35:20.981733] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:35:20.981973] [INFO ] [LOCAL     ] STEM: Saved forecast.
[2026-01-07T20:35:20.982044] [INFO ] [main      ] STEM: Signal=1 (Conf=100.0%), Magnitude=7.76% (Conf=59.8362%)
[2026-01-07T20:35:20.982127] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-07T20:35:20.982228] [INFO ] [main      ] Fetching symbol history for BFK...
[2026-01-07T20:35:20.982272] [DEBUG] [REMOTE    ] BFK: Fetching historical data.
[2026-01-07T20:35:20.982859] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:20.982895] [INFO ] [main      ] Progress: 10/391 forecasts completed (2.6%). STEM finished in 0.6s. ETA: 1m 15s. Rate: 306.50 forecasts/min
[2026-01-07T20:35:20.994564] [DEBUG] [REMOTE    ] BFK: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:20.995452] [DEBUG] [LOCAL     ] Loaded configuration for BFK: 3 features, N/A% accuracy
[2026-01-07T20:35:20.995508] [INFO ] [LOCAL     ] BFK: Loaded 3 optimal features with 46.11% confidence from JSON config
[2026-01-07T20:35:20.995539] [DEBUG] [MAG       ] Building data for symbol: BFK with lookback: 0
[2026-01-07T20:35:20.996341] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-07T20:35:20.996401] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-07T20:35:20.997140] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-07T20:35:20.998721] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-07T20:35:20.999477] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:21.024742] [INFO ] [LOCAL     ] PVL: Saved forecast.
[2026-01-07T20:35:21.024832] [INFO ] [main      ] PVL: Signal=1 (Conf=100.0%), Magnitude=1.24% (Conf=40.3916%)
[2026-01-07T20:35:21.025321] [INFO ] [main      ] Fetching symbol history for IBM...
[2026-01-07T20:35:21.025374] [DEBUG] [REMOTE    ] IBM: Fetching historical data.
[2026-01-07T20:35:21.026818] [INFO ] [main      ] Progress: 11/391 forecasts completed (2.8%). PVL finished in 0.7s. ETA: 1m 9s. Rate: 329.75 forecasts/min
[2026-01-07T20:35:21.039678] [DEBUG] [REMOTE    ] IBM: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:21.040694] [DEBUG] [LOCAL     ] Loaded configuration for IBM: 3 features, N/A% accuracy
[2026-01-07T20:35:21.040749] [INFO ] [LOCAL     ] IBM: Loaded 3 optimal features with 72.49% confidence from JSON config
[2026-01-07T20:35:21.040807] [DEBUG] [MAG       ] Building data for symbol: IBM with lookback: 0
[2026-01-07T20:35:21.041697] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-07T20:35:21.041760] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-07T20:35:21.042625] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-07T20:35:21.043547] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-07T20:35:21.045353] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:21.113346] [DEBUG] [MAG       ] NKSH: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:21.186899] [INFO ] [LOCAL     ] NKSH: Saved forecast.
[2026-01-07T20:35:21.186968] [INFO ] [main      ] NKSH: Signal=1 (Conf=100.0%), Magnitude=-0.67% (Conf=55.2775%)
[2026-01-07T20:35:21.187353] [INFO ] [main      ] Fetching symbol history for VLO...
[2026-01-07T20:35:21.187415] [DEBUG] [REMOTE    ] VLO: Fetching historical data.
[2026-01-07T20:35:21.187695] [INFO ] [main      ] Progress: 12/391 forecasts completed (3.1%). NKSH finished in 0.6s. ETA: 1m 8s. Rate: 332.97 forecasts/min
[2026-01-07T20:35:21.200461] [DEBUG] [REMOTE    ] VLO: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:21.201643] [DEBUG] [LOCAL     ] Loaded configuration for VLO: 4 features, N/A% accuracy
[2026-01-07T20:35:21.201697] [INFO ] [LOCAL     ] VLO: Loaded 4 optimal features with 52.81% confidence from JSON config
[2026-01-07T20:35:21.201728] [DEBUG] [MAG       ] Building data for symbol: VLO with lookback: 0
[2026-01-07T20:35:21.202523] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-07T20:35:21.202598] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:21.204305] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:35:21.204824] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:35:21.205256] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:35:21.205678] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:21.316447] [DEBUG] [MAG       ] VALE: Last date is validated at 2026-01-07
[2026-01-07T20:35:21.335664] [DEBUG] [MAG       ] BFK: Last date is validated at 2026-01-07
[2026-01-07T20:35:21.394736] [DEBUG] [MAG       ] IBM: Last date is validated at 2026-01-07
[2026-01-07T20:35:21.482390] [DEBUG] [MAG       ] VALE: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:21.500738] [DEBUG] [MAG       ] BFK: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:21.542893] [DEBUG] [MAG       ] VLO: Last date is validated at 2026-01-07
[2026-01-07T20:35:21.545791] [INFO ] [LOCAL     ] VALE: Saved forecast.
[2026-01-07T20:35:21.545862] [INFO ] [main      ] VALE: Signal=1 (Conf=100.0%), Magnitude=-0.72% (Conf=53.6249%)
[2026-01-07T20:35:21.546030] [INFO ] [main      ] Fetching symbol history for MSA...
[2026-01-07T20:35:21.546074] [DEBUG] [REMOTE    ] MSA: Fetching historical data.
[2026-01-07T20:35:21.547952] [INFO ] [main      ] Progress: 13/391 forecasts completed (3.3%). VALE finished in 0.6s. ETA: 1m 13s. Rate: 309.20 forecasts/min
[2026-01-07T20:35:21.554439] [INFO ] [LOCAL     ] BFK: Saved forecast.
[2026-01-07T20:35:21.554517] [INFO ] [main      ] BFK: Signal=1 (Conf=100.0%), Magnitude=0.08% (Conf=46.1078%)
[2026-01-07T20:35:21.554952] [INFO ] [main      ] Fetching symbol history for SO...
[2026-01-07T20:35:21.555004] [DEBUG] [REMOTE    ] SO: Fetching historical data.
[2026-01-07T20:35:21.555645] [INFO ] [main      ] Progress: 14/391 forecasts completed (3.6%). BFK finished in 0.6s. ETA: 1m 8s. Rate: 331.97 forecasts/min
[2026-01-07T20:35:21.560151] [DEBUG] [REMOTE    ] MSA: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:21.561322] [DEBUG] [LOCAL     ] Loaded configuration for MSA: 8 features, N/A% accuracy
[2026-01-07T20:35:21.561392] [INFO ] [LOCAL     ] MSA: Loaded 8 optimal features with 44.64% confidence from JSON config
[2026-01-07T20:35:21.561436] [DEBUG] [MAG       ] Building data for symbol: MSA with lookback: 0
[2026-01-07T20:35:21.562868] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-07T20:35:21.562960] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:21.564909] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:35:21.565566] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-07T20:35:21.566933] [DEBUG] [REMOTE    ] SO: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:21.568971] [DEBUG] [LOCAL     ] Loaded configuration for SO: 2 features, N/A% accuracy
[2026-01-07T20:35:21.569025] [INFO ] [LOCAL     ] SO: Loaded 2 optimal features with 46.66% confidence from JSON config
[2026-01-07T20:35:21.569056] [DEBUG] [MAG       ] Building data for symbol: SO with lookback: 0
[2026-01-07T20:35:21.569891] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-07T20:35:21.569950] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-07T20:35:21.571735] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-07T20:35:21.572799] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:21.579266] [DEBUG] [MAG       ] IBM: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:21.686266] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-07T20:35:21.688327] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-07T20:35:21.690003] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-07T20:35:21.714702] [DEBUG] [MAG       ] VLO: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:21.722766] [INFO ] [LOCAL     ] IBM: Saved forecast.
[2026-01-07T20:35:21.722855] [INFO ] [main      ] IBM: Signal=1 (Conf=100.0%), Magnitude=-0.70% (Conf=72.4875%)
[2026-01-07T20:35:21.723317] [INFO ] [main      ] Fetching symbol history for LBTYK...
[2026-01-07T20:35:21.723372] [DEBUG] [REMOTE    ] LBTYK: Fetching historical data.
[2026-01-07T20:35:21.724637] [INFO ] [main      ] Progress: 15/391 forecasts completed (3.8%). IBM finished in 0.7s. ETA: 1m 8s. Rate: 333.42 forecasts/min
[2026-01-07T20:35:21.738070] [DEBUG] [REMOTE    ] LBTYK: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:21.739410] [DEBUG] [LOCAL     ] Loaded configuration for LBTYK: 8 features, N/A% accuracy
[2026-01-07T20:35:21.739467] [INFO ] [LOCAL     ] LBTYK: Loaded 8 optimal features with 57.61% confidence from JSON config
[2026-01-07T20:35:21.739527] [DEBUG] [MAG       ] Building data for symbol: LBTYK with lookback: 0
[2026-01-07T20:35:21.740462] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-07T20:35:21.740532] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:21.741313] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2026-01-07T20:35:21.745264] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2026-01-07T20:35:21.745747] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:21.746645] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:21.747698] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:35:21.748255] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:35:21.748772] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-07T20:35:21.749704] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-07T20:35:21.752403] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-07T20:35:21.753610] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-07T20:35:21.755216] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:21.836918] [INFO ] [LOCAL     ] VLO: Saved forecast.
[2026-01-07T20:35:21.836995] [INFO ] [main      ] VLO: Signal=1 (Conf=100.0%), Magnitude=2.31% (Conf=52.8113%)
[2026-01-07T20:35:21.837371] [INFO ] [main      ] Fetching symbol history for AGNCO...
[2026-01-07T20:35:21.837423] [DEBUG] [REMOTE    ] AGNCO: Fetching historical data.
[2026-01-07T20:35:21.837707] [INFO ] [main      ] Progress: 16/391 forecasts completed (4.1%). VLO finished in 0.6s. ETA: 1m 6s. Rate: 341.35 forecasts/min
[2026-01-07T20:35:21.849068] [DEBUG] [REMOTE    ] AGNCO: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:21.850003] [DEBUG] [LOCAL     ] Loaded configuration for AGNCO: 8 features, N/A% accuracy
[2026-01-07T20:35:21.850056] [INFO ] [LOCAL     ] AGNCO: Loaded 8 optimal features with 26.73% confidence from JSON config
[2026-01-07T20:35:21.850087] [DEBUG] [MAG       ] Building data for symbol: AGNCO with lookback: 0
[2026-01-07T20:35:21.850937] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-07T20:35:21.851344] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:21.856209] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:21.858028] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:35:21.858491] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:35:21.858893] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-07T20:35:21.860543] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:35:21.861032] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-07T20:35:21.862162] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-07T20:35:21.864258] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:21.910502] [DEBUG] [MAG       ] SO: Last date is validated at 2026-01-07
[2026-01-07T20:35:22.080030] [DEBUG] [MAG       ] SO: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:22.091892] [DEBUG] [MAG       ] MSA: Last date is validated at 2026-01-07
[2026-01-07T20:35:22.105263] [DEBUG] [MAG       ] LBTYK: Last date is validated at 2026-01-07
[2026-01-07T20:35:22.161560] [INFO ] [LOCAL     ] SO: Saved forecast.
[2026-01-07T20:35:22.161677] [INFO ] [main      ] SO: Signal=1 (Conf=100.0%), Magnitude=-2.06% (Conf=46.663%)
[2026-01-07T20:35:22.162483] [INFO ] [main      ] Fetching symbol history for FWRD...
[2026-01-07T20:35:22.162537] [DEBUG] [REMOTE    ] FWRD: Fetching historical data.
[2026-01-07T20:35:22.162704] [INFO ] [main      ] Progress: 17/391 forecasts completed (4.3%). SO finished in 0.6s. ETA: 1m 9s. Rate: 325.11 forecasts/min
[2026-01-07T20:35:22.174825] [DEBUG] [REMOTE    ] FWRD: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:22.175983] [DEBUG] [LOCAL     ] Loaded configuration for FWRD: 3 features, N/A% accuracy
[2026-01-07T20:35:22.176036] [INFO ] [LOCAL     ] FWRD: Loaded 3 optimal features with 51.30% confidence from JSON config
[2026-01-07T20:35:22.176067] [DEBUG] [MAG       ] Building data for symbol: FWRD with lookback: 0
[2026-01-07T20:35:22.176888] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-07T20:35:22.176945] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-07T20:35:22.177681] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-07T20:35:22.180027] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:22.181894] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:22.208384] [DEBUG] [MAG       ] AGNCO: Last date is validated at 2026-01-07
[2026-01-07T20:35:22.258017] [DEBUG] [MAG       ] MSA: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:22.279474] [DEBUG] [MAG       ] LBTYK: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:22.361001] [INFO ] [LOCAL     ] LBTYK: Saved forecast.
[2026-01-07T20:35:22.361127] [INFO ] [main      ] LBTYK: Signal=1 (Conf=100.0%), Magnitude=-1.09% (Conf=57.6102%)
[2026-01-07T20:35:22.361791] [INFO ] [main      ] Progress: 18/391 forecasts completed (4.6%). LBTYK finished in 0.6s. ETA: 1m 9s. Rate: 323.70 forecasts/min
[2026-01-07T20:35:22.361963] [INFO ] [main      ] Fetching symbol history for AZN...
[2026-01-07T20:35:22.362011] [DEBUG] [REMOTE    ] AZN: Fetching historical data.
[2026-01-07T20:35:22.369932] [INFO ] [LOCAL     ] MSA: Saved forecast.
[2026-01-07T20:35:22.370008] [INFO ] [main      ] MSA: Signal=1 (Conf=100.0%), Magnitude=-0.78% (Conf=44.6423%)
[2026-01-07T20:35:22.370456] [INFO ] [main      ] Fetching symbol history for CAH...
[2026-01-07T20:35:22.370507] [DEBUG] [REMOTE    ] CAH: Fetching historical data.
[2026-01-07T20:35:22.371684] [INFO ] [main      ] Progress: 19/391 forecasts completed (4.9%). MSA finished in 0.8s. ETA: 1m 6s. Rate: 340.67 forecasts/min
[2026-01-07T20:35:22.373735] [DEBUG] [MAG       ] AGNCO: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:22.376484] [DEBUG] [REMOTE    ] AZN: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:22.377911] [DEBUG] [LOCAL     ] Loaded configuration for AZN: 7 features, N/A% accuracy
[2026-01-07T20:35:22.377972] [INFO ] [LOCAL     ] AZN: Loaded 7 optimal features with 48.60% confidence from JSON config
[2026-01-07T20:35:22.378006] [DEBUG] [MAG       ] Building data for symbol: AZN with lookback: 0
[2026-01-07T20:35:22.378977] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-07T20:35:22.379048] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:22.383785] [DEBUG] [REMOTE    ] CAH: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:22.384177] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:22.384734] [DEBUG] [LOCAL     ] Loaded configuration for CAH: 10 features, N/A% accuracy
[2026-01-07T20:35:22.384788] [INFO ] [LOCAL     ] CAH: Loaded 10 optimal features with 41.88% confidence from JSON config
[2026-01-07T20:35:22.384819] [DEBUG] [MAG       ] Building data for symbol: CAH with lookback: 0
[2026-01-07T20:35:22.385631] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2026-01-07T20:35:22.385710] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:22.386366] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:35:22.386940] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:35:22.387361] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-07T20:35:22.388141] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-07T20:35:22.389747] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-07T20:35:22.390485] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:22.390565] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-07T20:35:22.392131] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:22.393924] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:35:22.394389] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-07T20:35:22.395445] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-07T20:35:22.397081] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-07T20:35:22.398091] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-07T20:35:22.398761] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-07T20:35:22.400021] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2026-01-07T20:35:22.401903] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:22.433818] [INFO ] [LOCAL     ] AGNCO: Saved forecast.
[2026-01-07T20:35:22.433891] [INFO ] [main      ] AGNCO: Signal=1 (Conf=100.0%), Magnitude=0.17% (Conf=26.7284%)
[2026-01-07T20:35:22.434074] [INFO ] [main      ] Fetching symbol history for FCTE...
[2026-01-07T20:35:22.434126] [DEBUG] [REMOTE    ] FCTE: Fetching historical data.
[2026-01-07T20:35:22.436759] [INFO ] [main      ] Progress: 20/391 forecasts completed (5.1%). AGNCO finished in 0.6s. ETA: 1m 3s. Rate: 351.76 forecasts/min
[2026-01-07T20:35:22.445730] [DEBUG] [REMOTE    ] FCTE: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:22.446674] [DEBUG] [LOCAL     ] Loaded configuration for FCTE: 2 features, N/A% accuracy
[2026-01-07T20:35:22.446731] [INFO ] [LOCAL     ] FCTE: Loaded 2 optimal features with 48.32% confidence from JSON config
[2026-01-07T20:35:22.446763] [DEBUG] [MAG       ] Building data for symbol: FCTE with lookback: 0
[2026-01-07T20:35:22.447563] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-07T20:35:22.447639] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:22.452532] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-07T20:35:22.454464] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:22.518091] [DEBUG] [MAG       ] FWRD: Last date is validated at 2026-01-07
[2026-01-07T20:35:22.682267] [DEBUG] [MAG       ] FWRD: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:22.745716] [DEBUG] [MAG       ] CAH: Last date is validated at 2026-01-07
[2026-01-07T20:35:22.754868] [DEBUG] [MAG       ] AZN: Last date is validated at 2026-01-07
[2026-01-07T20:35:22.770539] [INFO ] [LOCAL     ] FWRD: Saved forecast.
[2026-01-07T20:35:22.770634] [INFO ] [main      ] FWRD: Signal=1 (Conf=100.0%), Magnitude=-1.68% (Conf=51.296%)
[2026-01-07T20:35:22.771007] [INFO ] [main      ] Fetching symbol history for ONTO...
[2026-01-07T20:35:22.771058] [DEBUG] [REMOTE    ] ONTO: Fetching historical data.
[2026-01-07T20:35:22.771708] [INFO ] [main      ] Progress: 21/391 forecasts completed (5.4%). FWRD finished in 0.6s. ETA: 1m 6s. Rate: 336.33 forecasts/min
[2026-01-07T20:35:22.784448] [DEBUG] [REMOTE    ] ONTO: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:22.785517] [DEBUG] [LOCAL     ] Loaded configuration for ONTO: 1 features, N/A% accuracy
[2026-01-07T20:35:22.785591] [INFO ] [LOCAL     ] ONTO: Loaded 1 optimal features with 55.07% confidence from JSON config
[2026-01-07T20:35:22.785626] [DEBUG] [MAG       ] Building data for symbol: ONTO with lookback: 0
[2026-01-07T20:35:22.786394] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-07T20:35:22.786451] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:22.791182] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:22.791359] [DEBUG] [MAG       ] FCTE: Last date is validated at 2026-01-07
[2026-01-07T20:35:22.913470] [DEBUG] [MAG       ] CAH: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:22.929262] [DEBUG] [MAG       ] AZN: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:22.959866] [DEBUG] [MAG       ] FCTE: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:23.024301] [INFO ] [LOCAL     ] FCTE: Saved forecast.
[2026-01-07T20:35:23.024386] [INFO ] [main      ] FCTE: Signal=1 (Conf=100.0%), Magnitude=-0.48% (Conf=48.3171%)
[2026-01-07T20:35:23.024806] [INFO ] [main      ] Fetching symbol history for NRDS...
[2026-01-07T20:35:23.024860] [DEBUG] [REMOTE    ] NRDS: Fetching historical data.
[2026-01-07T20:35:23.026731] [INFO ] [main      ] Progress: 22/391 forecasts completed (5.6%). FCTE finished in 0.6s. ETA: 1m 7s. Rate: 329.89 forecasts/min
[2026-01-07T20:35:23.033548] [INFO ] [LOCAL     ] AZN: Saved forecast.
[2026-01-07T20:35:23.033653] [INFO ] [main      ] AZN: Signal=1 (Conf=100.0%), Magnitude=-0.07% (Conf=48.6001%)
[2026-01-07T20:35:23.034066] [INFO ] [main      ] Fetching symbol history for IONS...
[2026-01-07T20:35:23.034138] [DEBUG] [REMOTE    ] IONS: Fetching historical data.
[2026-01-07T20:35:23.035376] [INFO ] [main      ] Progress: 23/391 forecasts completed (5.9%). AZN finished in 0.7s. ETA: 1m 4s. Rate: 344.14 forecasts/min
[2026-01-07T20:35:23.039230] [DEBUG] [REMOTE    ] NRDS: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:23.040491] [DEBUG] [LOCAL     ] Loaded configuration for NRDS: 6 features, N/A% accuracy
[2026-01-07T20:35:23.040636] [INFO ] [LOCAL     ] NRDS: Loaded 6 optimal features with 56.58% confidence from JSON config
[2026-01-07T20:35:23.040707] [DEBUG] [MAG       ] Building data for symbol: NRDS with lookback: 0
[2026-01-07T20:35:23.042257] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-07T20:35:23.042323] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:23.044276] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:35:23.044914] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:35:23.045368] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-07T20:35:23.046241] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-07T20:35:23.047474] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-07T20:35:23.048484] [DEBUG] [REMOTE    ] IONS: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:23.048738] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:23.049474] [DEBUG] [LOCAL     ] Loaded configuration for IONS: 9 features, N/A% accuracy
[2026-01-07T20:35:23.049614] [INFO ] [LOCAL     ] IONS: Loaded 9 optimal features with 53.82% confidence from JSON config
[2026-01-07T20:35:23.049652] [DEBUG] [MAG       ] Building data for symbol: IONS with lookback: 0
[2026-01-07T20:35:23.050515] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-07T20:35:23.050598] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:23.055660] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:23.057590] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:35:23.058099] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:35:23.058496] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-07T20:35:23.059276] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-07T20:35:23.124030] [DEBUG] [MAG       ] ONTO: Last date is validated at 2026-01-07
[2026-01-07T20:35:23.173973] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-07T20:35:23.192142] [INFO ] [LOCAL     ] CAH: Saved forecast.
[2026-01-07T20:35:23.192212] [INFO ] [main      ] CAH: Signal=1 (Conf=100.0%), Magnitude=0.30% (Conf=41.8755%)
[2026-01-07T20:35:23.192616] [INFO ] [main      ] Fetching symbol history for VTMX...
[2026-01-07T20:35:23.192668] [DEBUG] [REMOTE    ] VTMX: Fetching historical data.
[2026-01-07T20:35:23.192725] [INFO ] [main      ] Progress: 24/391 forecasts completed (6.1%). CAH finished in 0.8s. ETA: 1m 4s. Rate: 345.54 forecasts/min
[2026-01-07T20:35:23.203915] [DEBUG] [REMOTE    ] VTMX: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:23.205529] [DEBUG] [LOCAL     ] Loaded configuration for VTMX: 2 features, N/A% accuracy
[2026-01-07T20:35:23.205604] [INFO ] [LOCAL     ] VTMX: Loaded 2 optimal features with 55.13% confidence from JSON config
[2026-01-07T20:35:23.205636] [DEBUG] [MAG       ] Building data for symbol: VTMX with lookback: 0
[2026-01-07T20:35:23.206447] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-07T20:35:23.206506] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:23.211467] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-07T20:35:23.214773] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-07T20:35:23.216091] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-07T20:35:23.217135] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:23.250661] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:23.289442] [DEBUG] [MAG       ] ONTO: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:23.409097] [DEBUG] [MAG       ] NRDS: Last date is validated at 2026-01-07
[2026-01-07T20:35:23.421666] [INFO ] [LOCAL     ] ONTO: Saved forecast.
[2026-01-07T20:35:23.421748] [INFO ] [main      ] ONTO: Signal=1 (Conf=100.0%), Magnitude=5.94% (Conf=55.0682%)
[2026-01-07T20:35:23.422222] [INFO ] [main      ] Fetching symbol history for VIRC...
[2026-01-07T20:35:23.422275] [DEBUG] [REMOTE    ] VIRC: Fetching historical data.
[2026-01-07T20:35:23.422705] [INFO ] [main      ] Progress: 25/391 forecasts completed (6.4%). ONTO finished in 0.7s. ETA: 1m 4s. Rate: 341.11 forecasts/min
[2026-01-07T20:35:23.433446] [DEBUG] [REMOTE    ] VIRC: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:23.434552] [DEBUG] [LOCAL     ] Loaded configuration for VIRC: 7 features, N/A% accuracy
[2026-01-07T20:35:23.434633] [INFO ] [LOCAL     ] VIRC: Loaded 7 optimal features with 45.91% confidence from JSON config
[2026-01-07T20:35:23.434668] [DEBUG] [MAG       ] Building data for symbol: VIRC with lookback: 0
[2026-01-07T20:35:23.435450] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-07T20:35:23.435512] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:23.440235] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:23.442114] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:35:23.442631] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:35:23.443070] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:35:23.443485] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-07T20:35:23.444456] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-07T20:35:23.446914] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:23.561453] [DEBUG] [MAG       ] IONS: Last date is validated at 2026-01-07
[2026-01-07T20:35:23.587485] [DEBUG] [MAG       ] VTMX: Last date is validated at 2026-01-07
[2026-01-07T20:35:23.589515] [DEBUG] [MAG       ] NRDS: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:23.668145] [INFO ] [LOCAL     ] NRDS: Saved forecast.
[2026-01-07T20:35:23.668239] [INFO ] [main      ] NRDS: Signal=1 (Conf=100.0%), Magnitude=2.07% (Conf=56.5781%)
[2026-01-07T20:35:23.668812] [INFO ] [main      ] Progress: 26/391 forecasts completed (6.6%). NRDS finished in 0.6s. ETA: 1m 5s. Rate: 335.95 forecasts/min
[2026-01-07T20:35:23.668967] [INFO ] [main      ] Fetching symbol history for LXEO...
[2026-01-07T20:35:23.669015] [DEBUG] [REMOTE    ] LXEO: Fetching historical data.
[2026-01-07T20:35:23.688478] [DEBUG] [REMOTE    ] LXEO: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:23.689769] [DEBUG] [LOCAL     ] Loaded configuration for LXEO: 3 features, N/A% accuracy
[2026-01-07T20:35:23.689843] [INFO ] [LOCAL     ] LXEO: Loaded 3 optimal features with 51.84% confidence from JSON config
[2026-01-07T20:35:23.689877] [DEBUG] [MAG       ] Building data for symbol: LXEO with lookback: 0
[2026-01-07T20:35:23.690836] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-07T20:35:23.690899] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-07T20:35:23.693645] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-07T20:35:23.694379] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-07T20:35:23.696158] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:23.737126] [DEBUG] [MAG       ] IONS: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:23.758077] [DEBUG] [MAG       ] VTMX: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:23.783749] [DEBUG] [MAG       ] VIRC: Last date is validated at 2026-01-07
[2026-01-07T20:35:23.831406] [INFO ] [LOCAL     ] VTMX: Saved forecast.
[2026-01-07T20:35:23.831494] [INFO ] [main      ] VTMX: Signal=1 (Conf=100.0%), Magnitude=1.47% (Conf=55.1319%)
[2026-01-07T20:35:23.831905] [INFO ] [main      ] Fetching symbol history for QBTS...
[2026-01-07T20:35:23.831957] [DEBUG] [REMOTE    ] QBTS: Fetching historical data.
[2026-01-07T20:35:23.833730] [INFO ] [main      ] Progress: 27/391 forecasts completed (6.9%). VTMX finished in 0.6s. ETA: 1m 5s. Rate: 336.91 forecasts/min
[2026-01-07T20:35:23.843275] [DEBUG] [REMOTE    ] QBTS: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:23.844656] [DEBUG] [LOCAL     ] Loaded configuration for QBTS: 8 features, N/A% accuracy
[2026-01-07T20:35:23.844709] [INFO ] [LOCAL     ] QBTS: Loaded 8 optimal features with 61.34% confidence from JSON config
[2026-01-07T20:35:23.844740] [DEBUG] [MAG       ] Building data for symbol: QBTS with lookback: 0
[2026-01-07T20:35:23.845531] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-07T20:35:23.845615] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-07T20:35:23.846527] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2026-01-07T20:35:23.850456] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:23.852222] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:35:23.852706] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-07T20:35:23.853702] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-07T20:35:23.855294] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-07T20:35:23.856313] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-07T20:35:23.856983] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:23.858691] [INFO ] [LOCAL     ] IONS: Saved forecast.
[2026-01-07T20:35:23.858761] [INFO ] [main      ] IONS: Signal=1 (Conf=100.0%), Magnitude=0.41% (Conf=53.8161%)
[2026-01-07T20:35:23.859130] [INFO ] [main      ] Fetching symbol history for EWTX...
[2026-01-07T20:35:23.859177] [DEBUG] [REMOTE    ] EWTX: Fetching historical data.
[2026-01-07T20:35:23.861735] [INFO ] [main      ] Progress: 28/391 forecasts completed (7.2%). IONS finished in 0.8s. ETA: 1m 3s. Rate: 347.37 forecasts/min
[2026-01-07T20:35:23.872425] [DEBUG] [REMOTE    ] EWTX: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:23.873593] [DEBUG] [LOCAL     ] Loaded configuration for EWTX: 4 features, N/A% accuracy
[2026-01-07T20:35:23.873648] [INFO ] [LOCAL     ] EWTX: Loaded 4 optimal features with 57.73% confidence from JSON config
[2026-01-07T20:35:23.873679] [DEBUG] [MAG       ] Building data for symbol: EWTX with lookback: 0
[2026-01-07T20:35:23.874491] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-07T20:35:23.874552] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:23.879288] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-07T20:35:23.881803] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-07T20:35:23.920006] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-07T20:35:23.921914] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:23.948070] [DEBUG] [MAG       ] VIRC: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:24.018848] [INFO ] [LOCAL     ] VIRC: Saved forecast.
[2026-01-07T20:35:24.018916] [INFO ] [main      ] VIRC: Signal=1 (Conf=100.0%), Magnitude=0.18% (Conf=45.9051%)
[2026-01-07T20:35:24.019275] [INFO ] [main      ] Fetching symbol history for WEX...
[2026-01-07T20:35:24.019326] [DEBUG] [REMOTE    ] WEX: Fetching historical data.
[2026-01-07T20:35:24.019716] [INFO ] [main      ] Progress: 29/391 forecasts completed (7.4%). VIRC finished in 0.6s. ETA: 1m 2s. Rate: 348.39 forecasts/min
[2026-01-07T20:35:24.032744] [DEBUG] [REMOTE    ] WEX: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:24.033804] [DEBUG] [LOCAL     ] Loaded configuration for WEX: 3 features, N/A% accuracy
[2026-01-07T20:35:24.033868] [INFO ] [LOCAL     ] WEX: Loaded 3 optimal features with 53.29% confidence from JSON config
[2026-01-07T20:35:24.033901] [DEBUG] [MAG       ] Building data for symbol: WEX with lookback: 0
[2026-01-07T20:35:24.034693] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-07T20:35:24.034751] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:24.039452] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-07T20:35:24.040167] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:24.041909] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:24.058746] [DEBUG] [MAG       ] LXEO: Last date is validated at 2026-01-07
[2026-01-07T20:35:24.190940] [DEBUG] [MAG       ] QBTS: Last date is validated at 2026-01-07
[2026-01-07T20:35:24.237206] [DEBUG] [MAG       ] LXEO: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:24.255115] [DEBUG] [MAG       ] EWTX: Last date is validated at 2026-01-07
[2026-01-07T20:35:24.317823] [INFO ] [LOCAL     ] LXEO: Saved forecast.
[2026-01-07T20:35:24.317911] [INFO ] [main      ] LXEO: Signal=1 (Conf=100.0%), Magnitude=-0.74% (Conf=51.8446%)
[2026-01-07T20:35:24.318417] [INFO ] [main      ] Progress: 30/391 forecasts completed (7.7%). LXEO finished in 0.6s. ETA: 1m 4s. Rate: 340.07 forecasts/min
[2026-01-07T20:35:24.318568] [INFO ] [main      ] Fetching symbol history for VNQI...
[2026-01-07T20:35:24.318635] [DEBUG] [REMOTE    ] VNQI: Fetching historical data.
[2026-01-07T20:35:24.335538] [DEBUG] [REMOTE    ] VNQI: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:24.336760] [DEBUG] [LOCAL     ] Loaded configuration for VNQI: 2 features, N/A% accuracy
[2026-01-07T20:35:24.336821] [INFO ] [LOCAL     ] VNQI: Loaded 2 optimal features with 63.20% confidence from JSON config
[2026-01-07T20:35:24.336853] [DEBUG] [MAG       ] Building data for symbol: VNQI with lookback: 0
[2026-01-07T20:35:24.337906] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-07T20:35:24.337971] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-07T20:35:24.339857] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-07T20:35:24.341233] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:24.358159] [DEBUG] [MAG       ] QBTS: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:24.373739] [DEBUG] [MAG       ] WEX: Last date is validated at 2026-01-07
[2026-01-07T20:35:24.443241] [DEBUG] [MAG       ] EWTX: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:24.460920] [INFO ] [LOCAL     ] QBTS: Saved forecast.
[2026-01-07T20:35:24.460994] [INFO ] [main      ] QBTS: Signal=1 (Conf=100.0%), Magnitude=-0.69% (Conf=61.3435%)
[2026-01-07T20:35:24.461411] [INFO ] [main      ] Fetching symbol history for IEP...
[2026-01-07T20:35:24.461462] [DEBUG] [REMOTE    ] IEP: Fetching historical data.
[2026-01-07T20:35:24.462702] [INFO ] [main      ] Progress: 31/391 forecasts completed (7.9%). QBTS finished in 0.6s. ETA: 1m 3s. Rate: 342.08 forecasts/min
[2026-01-07T20:35:24.472569] [DEBUG] [REMOTE    ] IEP: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:24.473505] [DEBUG] [LOCAL     ] Loaded configuration for IEP: 4 features, N/A% accuracy
[2026-01-07T20:35:24.473559] [INFO ] [LOCAL     ] IEP: Loaded 4 optimal features with 56.75% confidence from JSON config
[2026-01-07T20:35:24.473616] [DEBUG] [MAG       ] Building data for symbol: IEP with lookback: 0
[2026-01-07T20:35:24.474419] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-07T20:35:24.474479] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:24.476195] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:35:24.476720] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:35:24.477132] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-07T20:35:24.537490] [DEBUG] [MAG       ] WEX: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:24.545023] [INFO ] [LOCAL     ] EWTX: Saved forecast.
[2026-01-07T20:35:24.545119] [INFO ] [main      ] EWTX: Signal=1 (Conf=100.0%), Magnitude=1.02% (Conf=57.7345%)
[2026-01-07T20:35:24.545301] [INFO ] [main      ] Fetching symbol history for SPB...
[2026-01-07T20:35:24.545362] [DEBUG] [REMOTE    ] SPB: Fetching historical data.
[2026-01-07T20:35:24.546713] [INFO ] [main      ] Progress: 32/391 forecasts completed (8.2%). EWTX finished in 0.7s. ETA: 1m 2s. Rate: 347.74 forecasts/min
[2026-01-07T20:35:24.559033] [DEBUG] [REMOTE    ] SPB: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:24.560236] [DEBUG] [LOCAL     ] Loaded configuration for SPB: 6 features, N/A% accuracy
[2026-01-07T20:35:24.560294] [INFO ] [LOCAL     ] SPB: Loaded 6 optimal features with 40.52% confidence from JSON config
[2026-01-07T20:35:24.560326] [DEBUG] [MAG       ] Building data for symbol: SPB with lookback: 0
[2026-01-07T20:35:24.561148] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-07T20:35:24.561209] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:24.562902] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:35:24.563419] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:35:24.563833] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-07T20:35:24.564711] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-07T20:35:24.566250] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2026-01-07T20:35:24.567636] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:24.586440] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:24.665292] [INFO ] [LOCAL     ] WEX: Saved forecast.
[2026-01-07T20:35:24.665369] [INFO ] [main      ] WEX: Signal=1 (Conf=100.0%), Magnitude=-0.86% (Conf=53.2942%)
[2026-01-07T20:35:24.665743] [INFO ] [main      ] Fetching symbol history for ATLO...
[2026-01-07T20:35:24.665793] [DEBUG] [REMOTE    ] ATLO: Fetching historical data.
[2026-01-07T20:35:24.666727] [INFO ] [main      ] Progress: 33/391 forecasts completed (8.4%). WEX finished in 0.6s. ETA: 1m 1s. Rate: 350.98 forecasts/min
[2026-01-07T20:35:24.680649] [DEBUG] [REMOTE    ] ATLO: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:24.682719] [DEBUG] [LOCAL     ] Loaded configuration for ATLO: 5 features, N/A% accuracy
[2026-01-07T20:35:24.682783] [INFO ] [LOCAL     ] ATLO: Loaded 5 optimal features with 41.69% confidence from JSON config
[2026-01-07T20:35:24.682821] [DEBUG] [MAG       ] Building data for symbol: ATLO with lookback: 0
[2026-01-07T20:35:24.683784] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-07T20:35:24.683852] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:24.689729] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:24.691842] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:35:24.692416] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:35:24.692911] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-07T20:35:24.693926] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:24.729545] [DEBUG] [MAG       ] VNQI: Last date is validated at 2026-01-07
[2026-01-07T20:35:24.898757] [DEBUG] [MAG       ] SPB: Last date is validated at 2026-01-07
[2026-01-07T20:35:24.901933] [DEBUG] [MAG       ] VNQI: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:24.925808] [DEBUG] [MAG       ] IEP: Last date is validated at 2026-01-07
[2026-01-07T20:35:24.971378] [INFO ] [LOCAL     ] VNQI: Saved forecast.
[2026-01-07T20:35:24.971478] [INFO ] [main      ] VNQI: Signal=1 (Conf=100.0%), Magnitude=-0.05% (Conf=63.1963%)
[2026-01-07T20:35:24.971739] [INFO ] [main      ] Fetching symbol history for CIVB...
[2026-01-07T20:35:24.971798] [DEBUG] [REMOTE    ] CIVB: Fetching historical data.
[2026-01-07T20:35:24.972985] [INFO ] [main      ] Progress: 34/391 forecasts completed (8.7%). VNQI finished in 0.7s. ETA: 1m 2s. Rate: 342.99 forecasts/min
[2026-01-07T20:35:24.989970] [DEBUG] [REMOTE    ] CIVB: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:24.991511] [DEBUG] [LOCAL     ] Loaded configuration for CIVB: 9 features, N/A% accuracy
[2026-01-07T20:35:24.992143] [INFO ] [LOCAL     ] CIVB: Loaded 9 optimal features with 62.15% confidence from JSON config
[2026-01-07T20:35:24.992181] [DEBUG] [MAG       ] Building data for symbol: CIVB with lookback: 0
[2026-01-07T20:35:24.993338] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-07T20:35:24.993412] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:24.999421] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:25.001357] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:35:25.001892] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:35:25.002378] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-07T20:35:25.003488] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-07T20:35:25.004182] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-07T20:35:25.007030] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-07T20:35:25.010067] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2026-01-07T20:35:25.012539] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:25.055292] [DEBUG] [MAG       ] ATLO: Last date is validated at 2026-01-07
[2026-01-07T20:35:25.069915] [DEBUG] [MAG       ] SPB: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:25.099926] [DEBUG] [MAG       ] IEP: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:25.157321] [INFO ] [LOCAL     ] IEP: Saved forecast.
[2026-01-07T20:35:25.157423] [INFO ] [main      ] IEP: Signal=1 (Conf=100.0%), Magnitude=-0.83% (Conf=56.7485%)
[2026-01-07T20:35:25.157796] [INFO ] [main      ] Fetching symbol history for OPRX...
[2026-01-07T20:35:25.157850] [DEBUG] [REMOTE    ] OPRX: Fetching historical data.
[2026-01-07T20:35:25.158710] [INFO ] [main      ] Progress: 35/391 forecasts completed (9.0%). IEP finished in 0.7s. ETA: 1m 2s. Rate: 342.39 forecasts/min
[2026-01-07T20:35:25.168282] [INFO ] [LOCAL     ] SPB: Saved forecast.
[2026-01-07T20:35:25.168357] [INFO ] [main      ] SPB: Signal=1 (Conf=100.0%), Magnitude=-0.10% (Conf=40.5196%)
[2026-01-07T20:35:25.168880] [INFO ] [main      ] Progress: 36/391 forecasts completed (9.2%). SPB finished in 0.6s. ETA: 1m 1s. Rate: 351.59 forecasts/min
[2026-01-07T20:35:25.169123] [INFO ] [main      ] Fetching symbol history for ARLP...
[2026-01-07T20:35:25.169172] [DEBUG] [REMOTE    ] ARLP: Fetching historical data.
[2026-01-07T20:35:25.169153] [DEBUG] [REMOTE    ] OPRX: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:25.170398] [DEBUG] [LOCAL     ] Loaded configuration for OPRX: 5 features, N/A% accuracy
[2026-01-07T20:35:25.170456] [INFO ] [LOCAL     ] OPRX: Loaded 5 optimal features with 48.12% confidence from JSON config
[2026-01-07T20:35:25.170489] [DEBUG] [MAG       ] Building data for symbol: OPRX with lookback: 0
[2026-01-07T20:35:25.171319] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-07T20:35:25.171408] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:25.173088] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:35:25.173610] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-07T20:35:25.174540] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-07T20:35:25.175716] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-07T20:35:25.176396] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:25.182237] [DEBUG] [REMOTE    ] ARLP: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:25.183182] [DEBUG] [LOCAL     ] Loaded configuration for ARLP: 6 features, N/A% accuracy
[2026-01-07T20:35:25.183233] [INFO ] [LOCAL     ] ARLP: Loaded 6 optimal features with 70.84% confidence from JSON config
[2026-01-07T20:35:25.183264] [DEBUG] [MAG       ] Building data for symbol: ARLP with lookback: 0
[2026-01-07T20:35:25.184058] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-07T20:35:25.184119] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:25.185783] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:35:25.186290] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:35:25.186708] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-07T20:35:25.187436] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-07T20:35:25.222995] [DEBUG] [MAG       ] ATLO: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:25.225381] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-07T20:35:25.228184] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:25.284617] [INFO ] [LOCAL     ] ATLO: Saved forecast.
[2026-01-07T20:35:25.284693] [INFO ] [main      ] ATLO: Signal=1 (Conf=100.0%), Magnitude=0.85% (Conf=41.6922%)
[2026-01-07T20:35:25.285063] [INFO ] [main      ] Fetching symbol history for AGNCM...
[2026-01-07T20:35:25.285113] [DEBUG] [REMOTE    ] AGNCM: Fetching historical data.
[2026-01-07T20:35:25.286651] [INFO ] [main      ] Progress: 37/391 forecasts completed (9.5%). ATLO finished in 0.6s. ETA: 59.9s. Rate: 354.56 forecasts/min
[2026-01-07T20:35:25.298222] [DEBUG] [REMOTE    ] AGNCM: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:25.299184] [DEBUG] [LOCAL     ] Loaded configuration for AGNCM: 1 features, N/A% accuracy
[2026-01-07T20:35:25.299236] [INFO ] [LOCAL     ] AGNCM: Loaded 1 optimal features with 42.04% confidence from JSON config
[2026-01-07T20:35:25.299268] [DEBUG] [MAG       ] Building data for symbol: AGNCM with lookback: 0
[2026-01-07T20:35:25.300099] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-07T20:35:25.300157] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2026-01-07T20:35:25.302957] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:25.365889] [DEBUG] [MAG       ] CIVB: Last date is validated at 2026-01-07
[2026-01-07T20:35:25.518310] [DEBUG] [MAG       ] OPRX: Last date is validated at 2026-01-07
[2026-01-07T20:35:25.548838] [DEBUG] [MAG       ] CIVB: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:25.561517] [DEBUG] [MAG       ] ARLP: Last date is validated at 2026-01-07
[2026-01-07T20:35:25.635745] [INFO ] [LOCAL     ] CIVB: Saved forecast.
[2026-01-07T20:35:25.635849] [INFO ] [main      ] CIVB: Signal=1 (Conf=100.0%), Magnitude=0.32% (Conf=62.1456%)
[2026-01-07T20:35:25.636351] [INFO ] [main      ] Fetching symbol history for AMG...
[2026-01-07T20:35:25.636408] [DEBUG] [REMOTE    ] AMG: Fetching historical data.
[2026-01-07T20:35:25.636678] [INFO ] [main      ] Progress: 38/391 forecasts completed (9.7%). CIVB finished in 0.7s. ETA: 1m 1s. Rate: 344.86 forecasts/min
[2026-01-07T20:35:25.636696] [DEBUG] [MAG       ] AGNCM: Last date is validated at 2026-01-07
[2026-01-07T20:35:25.653656] [DEBUG] [REMOTE    ] AMG: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:25.655333] [DEBUG] [LOCAL     ] Loaded configuration for AMG: 5 features, N/A% accuracy
[2026-01-07T20:35:25.655410] [INFO ] [LOCAL     ] AMG: Loaded 5 optimal features with 52.99% confidence from JSON config
[2026-01-07T20:35:25.655474] [DEBUG] [MAG       ] Building data for symbol: AMG with lookback: 0
[2026-01-07T20:35:25.656589] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-07T20:35:25.656658] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-07T20:35:25.657822] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-07T20:35:25.658996] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-07T20:35:25.660316] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-07T20:35:25.661062] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-07T20:35:25.661843] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:25.701758] [DEBUG] [MAG       ] OPRX: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:25.728366] [DEBUG] [MAG       ] ARLP: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:25.780857] [INFO ] [LOCAL     ] OPRX: Saved forecast.
[2026-01-07T20:35:25.780934] [INFO ] [main      ] OPRX: Signal=1 (Conf=100.0%), Magnitude=3.76% (Conf=48.1179%)
[2026-01-07T20:35:25.781109] [INFO ] [main      ] Fetching symbol history for EMBC...
[2026-01-07T20:35:25.781152] [DEBUG] [REMOTE    ] EMBC: Fetching historical data.
[2026-01-07T20:35:25.782074] [INFO ] [main      ] Progress: 39/391 forecasts completed (10.0%). OPRX finished in 0.6s. ETA: 1m 1s. Rate: 346.32 forecasts/min
[2026-01-07T20:35:25.792782] [DEBUG] [REMOTE    ] EMBC: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:25.793755] [DEBUG] [LOCAL     ] Loaded configuration for EMBC: 1 features, N/A% accuracy
[2026-01-07T20:35:25.793808] [INFO ] [LOCAL     ] EMBC: Loaded 1 optimal features with 57.23% confidence from JSON config
[2026-01-07T20:35:25.793840] [DEBUG] [MAG       ] Building data for symbol: EMBC with lookback: 0
[2026-01-07T20:35:25.794669] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-07T20:35:25.794737] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2026-01-07T20:35:25.796356] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:25.800534] [DEBUG] [MAG       ] AGNCM: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:25.800910] [INFO ] [LOCAL     ] ARLP: Saved forecast.
[2026-01-07T20:35:25.800970] [INFO ] [main      ] ARLP: Signal=1 (Conf=100.0%), Magnitude=0.64% (Conf=70.8363%)
[2026-01-07T20:35:25.801352] [INFO ] [main      ] Progress: 40/391 forecasts completed (10.2%). ARLP finished in 0.6s. ETA: 59.5s. Rate: 354.19 forecasts/min
[2026-01-07T20:35:25.801474] [INFO ] [main      ] Fetching symbol history for IZEA...
[2026-01-07T20:35:25.801516] [DEBUG] [REMOTE    ] IZEA: Fetching historical data.
[2026-01-07T20:35:25.814349] [DEBUG] [REMOTE    ] IZEA: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:25.815250] [DEBUG] [LOCAL     ] Loaded configuration for IZEA: 0 features, N/A% accuracy
[2026-01-07T20:35:25.815307] [INFO ] [LOCAL     ] IZEA: Loaded 0 optimal features with 44.67% confidence from JSON config
[2026-01-07T20:35:25.815338] [DEBUG] [MAG       ] Building data for symbol: IZEA with lookback: 0
[2026-01-07T20:35:25.816152] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2026-01-07T20:35:25.852776] [INFO ] [LOCAL     ] AGNCM: Saved forecast.
[2026-01-07T20:35:25.852846] [INFO ] [main      ] AGNCM: Signal=1 (Conf=100.0%), Magnitude=0.21% (Conf=42.0371%)
[2026-01-07T20:35:25.853308] [INFO ] [main      ] Fetching symbol history for CRTO...
[2026-01-07T20:35:25.853361] [DEBUG] [REMOTE    ] CRTO: Fetching historical data.
[2026-01-07T20:35:25.853654] [INFO ] [main      ] Progress: 41/391 forecasts completed (10.5%). AGNCM finished in 0.6s. ETA: 58.3s. Rate: 360.26 forecasts/min
[2026-01-07T20:35:25.868615] [DEBUG] [REMOTE    ] CRTO: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:25.869649] [DEBUG] [LOCAL     ] Loaded configuration for CRTO: 5 features, N/A% accuracy
[2026-01-07T20:35:25.869716] [INFO ] [LOCAL     ] CRTO: Loaded 5 optimal features with 68.81% confidence from JSON config
[2026-01-07T20:35:25.869749] [DEBUG] [MAG       ] Building data for symbol: CRTO with lookback: 0
[2026-01-07T20:35:25.870538] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-07T20:35:25.870625] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-07T20:35:25.872280] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-07T20:35:25.922023] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-07T20:35:25.922711] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-07T20:35:25.926862] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-07T20:35:25.927552] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:26.026446] [DEBUG] [MAG       ] AMG: Last date is validated at 2026-01-07
[2026-01-07T20:35:26.150454] [DEBUG] [MAG       ] EMBC: Last date is validated at 2026-01-07
[2026-01-07T20:35:26.156864] [DEBUG] [MAG       ] IZEA: Last date is validated at 2026-01-07
[2026-01-07T20:35:26.210267] [DEBUG] [MAG       ] AMG: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:26.262406] [DEBUG] [MAG       ] CRTO: Last date is validated at 2026-01-07
[2026-01-07T20:35:26.316191] [DEBUG] [MAG       ] EMBC: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:26.328868] [DEBUG] [MAG       ] IZEA: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:26.342001] [INFO ] [LOCAL     ] AMG: Saved forecast.
[2026-01-07T20:35:26.342101] [INFO ] [main      ] AMG: Signal=1 (Conf=100.0%), Magnitude=0.55% (Conf=52.9908%)
[2026-01-07T20:35:26.342657] [INFO ] [main      ] Fetching symbol history for BLX...
[2026-01-07T20:35:26.342713] [DEBUG] [REMOTE    ] BLX: Fetching historical data.
[2026-01-07T20:35:26.343682] [INFO ] [main      ] Progress: 42/391 forecasts completed (10.7%). AMG finished in 0.7s. ETA: 1m 1s. Rate: 344.34 forecasts/min
[2026-01-07T20:35:26.359957] [DEBUG] [REMOTE    ] BLX: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:26.360977] [DEBUG] [LOCAL     ] Loaded configuration for BLX: 1 features, N/A% accuracy
[2026-01-07T20:35:26.361034] [INFO ] [LOCAL     ] BLX: Loaded 1 optimal features with 54.90% confidence from JSON config
[2026-01-07T20:35:26.361066] [DEBUG] [MAG       ] Building data for symbol: BLX with lookback: 0
[2026-01-07T20:35:26.361919] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-07T20:35:26.361977] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-07T20:35:26.362920] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:26.385490] [INFO ] [LOCAL     ] IZEA: Saved forecast.
[2026-01-07T20:35:26.385590] [INFO ] [main      ] IZEA: Signal=1 (Conf=100.0%), Magnitude=0.21% (Conf=44.6694%)
[2026-01-07T20:35:26.385798] [INFO ] [main      ] Fetching symbol history for GPRK...
[2026-01-07T20:35:26.385845] [DEBUG] [REMOTE    ] GPRK: Fetching historical data.
[2026-01-07T20:35:26.387310] [INFO ] [main      ] Progress: 43/391 forecasts completed (11.0%). IZEA finished in 0.6s. ETA: 59.6s. Rate: 350.45 forecasts/min
[2026-01-07T20:35:26.389856] [INFO ] [LOCAL     ] EMBC: Saved forecast.
[2026-01-07T20:35:26.389944] [INFO ] [main      ] EMBC: Signal=1 (Conf=100.0%), Magnitude=3.37% (Conf=57.2327%)
[2026-01-07T20:35:26.390316] [INFO ] [main      ] Progress: 44/391 forecasts completed (11.3%). EMBC finished in 0.6s. ETA: 58.1s. Rate: 358.45 forecasts/min
[2026-01-07T20:35:26.390444] [INFO ] [main      ] Fetching symbol history for TSCO...
[2026-01-07T20:35:26.390490] [DEBUG] [REMOTE    ] TSCO: Fetching historical data.
[2026-01-07T20:35:26.406427] [DEBUG] [REMOTE    ] TSCO: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:26.406915] [DEBUG] [REMOTE    ] GPRK: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:26.407723] [DEBUG] [LOCAL     ] Loaded configuration for TSCO: 6 features, N/A% accuracy
[2026-01-07T20:35:26.407783] [INFO ] [LOCAL     ] TSCO: Loaded 6 optimal features with 57.80% confidence from JSON config
[2026-01-07T20:35:26.407818] [DEBUG] [MAG       ] Building data for symbol: TSCO with lookback: 0
[2026-01-07T20:35:26.407992] [DEBUG] [LOCAL     ] Loaded configuration for GPRK: 1 features, N/A% accuracy
[2026-01-07T20:35:26.408053] [INFO ] [LOCAL     ] GPRK: Loaded 1 optimal features with 39.86% confidence from JSON config
[2026-01-07T20:35:26.408087] [DEBUG] [MAG       ] Building data for symbol: GPRK with lookback: 0
[2026-01-07T20:35:26.408642] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-07T20:35:26.408704] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-07T20:35:26.409092] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-07T20:35:26.409159] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-07T20:35:26.409468] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-07T20:35:26.409975] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:26.410787] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-07T20:35:26.411484] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-07T20:35:26.412362] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-07T20:35:26.414092] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2026-01-07T20:35:26.416422] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:26.433175] [DEBUG] [MAG       ] CRTO: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:26.519926] [INFO ] [LOCAL     ] CRTO: Saved forecast.
[2026-01-07T20:35:26.519997] [INFO ] [main      ] CRTO: Signal=1 (Conf=100.0%), Magnitude=4.82% (Conf=68.8112%)
[2026-01-07T20:35:26.520368] [INFO ] [main      ] Fetching symbol history for AMRX...
[2026-01-07T20:35:26.520418] [DEBUG] [REMOTE    ] AMRX: Fetching historical data.
[2026-01-07T20:35:26.521656] [INFO ] [main      ] Progress: 45/391 forecasts completed (11.5%). CRTO finished in 0.7s. ETA: 57.6s. Rate: 360.18 forecasts/min
[2026-01-07T20:35:26.533704] [DEBUG] [REMOTE    ] AMRX: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:26.534888] [DEBUG] [LOCAL     ] Loaded configuration for AMRX: 6 features, N/A% accuracy
[2026-01-07T20:35:26.534949] [INFO ] [LOCAL     ] AMRX: Loaded 6 optimal features with 52.93% confidence from JSON config
[2026-01-07T20:35:26.534981] [DEBUG] [MAG       ] Building data for symbol: AMRX with lookback: 0
[2026-01-07T20:35:26.535792] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-07T20:35:26.535853] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:26.537494] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:35:26.538022] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-07T20:35:26.576735] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-07T20:35:26.577729] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-07T20:35:26.578917] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-07T20:35:26.580898] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:26.707045] [DEBUG] [MAG       ] BLX: Last date is validated at 2026-01-07
[2026-01-07T20:35:26.765217] [DEBUG] [MAG       ] TSCO: Last date is validated at 2026-01-07
[2026-01-07T20:35:26.781325] [DEBUG] [MAG       ] GPRK: Last date is validated at 2026-01-07
[2026-01-07T20:35:26.873788] [DEBUG] [MAG       ] BLX: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:26.917291] [DEBUG] [MAG       ] AMRX: Last date is validated at 2026-01-07
[2026-01-07T20:35:26.935988] [DEBUG] [MAG       ] TSCO: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:26.948768] [INFO ] [LOCAL     ] BLX: Saved forecast.
[2026-01-07T20:35:26.948841] [INFO ] [main      ] BLX: Signal=1 (Conf=100.0%), Magnitude=0.41% (Conf=54.8975%)
[2026-01-07T20:35:26.949194] [INFO ] [main      ] Fetching symbol history for KRG...
[2026-01-07T20:35:26.949245] [DEBUG] [REMOTE    ] KRG: Fetching historical data.
[2026-01-07T20:35:26.949650] [INFO ] [main      ] Progress: 46/391 forecasts completed (11.8%). BLX finished in 0.6s. ETA: 59.4s. Rate: 348.29 forecasts/min
[2026-01-07T20:35:26.963150] [DEBUG] [REMOTE    ] KRG: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:26.964075] [DEBUG] [LOCAL     ] Loaded configuration for KRG: 10 features, N/A% accuracy
[2026-01-07T20:35:26.964126] [INFO ] [LOCAL     ] KRG: Loaded 10 optimal features with 66.02% confidence from JSON config
[2026-01-07T20:35:26.964158] [DEBUG] [MAG       ] Building data for symbol: KRG with lookback: 0
[2026-01-07T20:35:26.964973] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2026-01-07T20:35:26.965037] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-07T20:35:26.967395] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-07T20:35:26.969061] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-07T20:35:26.970916] [DEBUG] [MAG       ] GPRK: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:27.023452] [INFO ] [LOCAL     ] TSCO: Saved forecast.
[2026-01-07T20:35:27.023528] [INFO ] [main      ] TSCO: Signal=1 (Conf=100.0%), Magnitude=1.33% (Conf=57.798%)
[2026-01-07T20:35:27.023772] [INFO ] [main      ] Fetching symbol history for KNTK...
[2026-01-07T20:35:27.023840] [DEBUG] [REMOTE    ] KNTK: Fetching historical data.
[2026-01-07T20:35:27.025067] [INFO ] [main      ] Progress: 47/391 forecasts completed (12.0%). TSCO finished in 0.6s. ETA: 58.6s. Rate: 352.51 forecasts/min
[2026-01-07T20:35:27.037765] [INFO ] [LOCAL     ] GPRK: Saved forecast.
[2026-01-07T20:35:27.037827] [INFO ] [main      ] GPRK: Signal=1 (Conf=100.0%), Magnitude=-2.65% (Conf=39.8611%)
[2026-01-07T20:35:27.038143] [INFO ] [main      ] Progress: 48/391 forecasts completed (12.3%). GPRK finished in 0.7s. ETA: 57.3s. Rate: 359.42 forecasts/min
[2026-01-07T20:35:27.038259] [INFO ] [main      ] Fetching symbol history for ERO...
[2026-01-07T20:35:27.038301] [DEBUG] [REMOTE    ] ERO: Fetching historical data.
[2026-01-07T20:35:27.038858] [DEBUG] [REMOTE    ] KNTK: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:27.040274] [DEBUG] [LOCAL     ] Loaded configuration for KNTK: 5 features, N/A% accuracy
[2026-01-07T20:35:27.040369] [INFO ] [LOCAL     ] KNTK: Loaded 5 optimal features with 58.08% confidence from JSON config
[2026-01-07T20:35:27.040403] [DEBUG] [MAG       ] Building data for symbol: KNTK with lookback: 0
[2026-01-07T20:35:27.041698] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-07T20:35:27.041761] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-07T20:35:27.042561] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-07T20:35:27.044285] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-07T20:35:27.046330] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-07T20:35:27.047070] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-07T20:35:27.047698] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:27.049376] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:35:27.049862] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-07T20:35:27.050972] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-07T20:35:27.052970] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:27.055553] [DEBUG] [REMOTE    ] ERO: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:27.056841] [DEBUG] [LOCAL     ] Loaded configuration for ERO: 6 features, N/A% accuracy
[2026-01-07T20:35:27.056908] [INFO ] [LOCAL     ] ERO: Loaded 6 optimal features with 63.20% confidence from JSON config
[2026-01-07T20:35:27.056943] [DEBUG] [MAG       ] Building data for symbol: ERO with lookback: 0
[2026-01-07T20:35:27.057962] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-07T20:35:27.058031] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:27.063185] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:27.065094] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:35:27.065659] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-07T20:35:27.066361] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-07T20:35:27.067393] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-07T20:35:27.069883] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:27.087843] [DEBUG] [MAG       ] AMRX: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:27.117214] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2026-01-07T20:35:27.119012] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-07T20:35:27.120128] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2026-01-07T20:35:27.125812] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:27.157195] [INFO ] [LOCAL     ] AMRX: Saved forecast.
[2026-01-07T20:35:27.157269] [INFO ] [main      ] AMRX: Signal=1 (Conf=100.0%), Magnitude=-1.62% (Conf=52.9259%)
[2026-01-07T20:35:27.157701] [INFO ] [main      ] Fetching symbol history for HY...
[2026-01-07T20:35:27.157753] [DEBUG] [REMOTE    ] HY: Fetching historical data.
[2026-01-07T20:35:27.158653] [INFO ] [main      ] Progress: 49/391 forecasts completed (12.5%). AMRX finished in 0.6s. ETA: 56.8s. Rate: 361.48 forecasts/min
[2026-01-07T20:35:27.172633] [DEBUG] [REMOTE    ] HY: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:27.173762] [DEBUG] [LOCAL     ] Loaded configuration for HY: 9 features, N/A% accuracy
[2026-01-07T20:35:27.173839] [INFO ] [LOCAL     ] HY: Loaded 9 optimal features with 48.91% confidence from JSON config
[2026-01-07T20:35:27.173878] [DEBUG] [MAG       ] Building data for symbol: HY with lookback: 0
[2026-01-07T20:35:27.174700] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-07T20:35:27.174764] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:27.179535] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:27.181329] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:35:27.181855] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-07T20:35:27.290425] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-07T20:35:27.292139] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-07T20:35:27.341796] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-07T20:35:27.343238] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2026-01-07T20:35:27.347065] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2026-01-07T20:35:27.348423] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:27.398333] [DEBUG] [MAG       ] KRG: Last date is validated at 2026-01-07
[2026-01-07T20:35:27.427898] [DEBUG] [MAG       ] ERO: Last date is validated at 2026-01-07
[2026-01-07T20:35:27.466731] [DEBUG] [MAG       ] KNTK: Last date is validated at 2026-01-07
[2026-01-07T20:35:27.565865] [DEBUG] [MAG       ] KRG: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:27.603216] [DEBUG] [MAG       ] ERO: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:27.632307] [DEBUG] [MAG       ] KNTK: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:27.644179] [INFO ] [LOCAL     ] KRG: Saved forecast.
[2026-01-07T20:35:27.644251] [INFO ] [main      ] KRG: Signal=1 (Conf=100.0%), Magnitude=1.27% (Conf=66.0151%)
[2026-01-07T20:35:27.644645] [INFO ] [main      ] Fetching symbol history for DBX...
[2026-01-07T20:35:27.644703] [DEBUG] [REMOTE    ] DBX: Fetching historical data.
[2026-01-07T20:35:27.645651] [INFO ] [main      ] Progress: 50/391 forecasts completed (12.8%). KRG finished in 0.7s. ETA: 58.8s. Rate: 348.01 forecasts/min
[2026-01-07T20:35:27.656488] [DEBUG] [REMOTE    ] DBX: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:27.657484] [DEBUG] [LOCAL     ] Loaded configuration for DBX: 4 features, N/A% accuracy
[2026-01-07T20:35:27.657535] [INFO ] [LOCAL     ] DBX: Loaded 4 optimal features with 50.06% confidence from JSON config
[2026-01-07T20:35:27.657567] [DEBUG] [MAG       ] Building data for symbol: DBX with lookback: 0
[2026-01-07T20:35:27.658395] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-07T20:35:27.658454] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-07T20:35:27.659588] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-07T20:35:27.687347] [DEBUG] [MAG       ] HY: Last date is validated at 2026-01-07
[2026-01-07T20:35:27.689434] [INFO ] [LOCAL     ] ERO: Saved forecast.
[2026-01-07T20:35:27.689542] [INFO ] [main      ] ERO: Signal=1 (Conf=100.0%), Magnitude=-2.79% (Conf=63.2%)
[2026-01-07T20:35:27.690101] [INFO ] [main      ] Fetching symbol history for BELFB...
[2026-01-07T20:35:27.690155] [DEBUG] [REMOTE    ] BELFB: Fetching historical data.
[2026-01-07T20:35:27.690161] [INFO ] [main      ] Progress: 51/391 forecasts completed (13.0%). ERO finished in 0.7s. ETA: 57.8s. Rate: 353.15 forecasts/min
[2026-01-07T20:35:27.698412] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-07T20:35:27.706342] [DEBUG] [REMOTE    ] BELFB: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:27.707760] [DEBUG] [LOCAL     ] Loaded configuration for BELFB: 4 features, N/A% accuracy
[2026-01-07T20:35:27.707818] [INFO ] [LOCAL     ] BELFB: Loaded 4 optimal features with 52.60% confidence from JSON config
[2026-01-07T20:35:27.707851] [DEBUG] [MAG       ] Building data for symbol: BELFB with lookback: 0
[2026-01-07T20:35:27.708847] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-07T20:35:27.708911] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:27.713936] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-07T20:35:27.714797] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-07T20:35:27.715404] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2026-01-07T20:35:27.717143] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:27.721905] [INFO ] [LOCAL     ] KNTK: Saved forecast.
[2026-01-07T20:35:27.721980] [INFO ] [main      ] KNTK: Signal=1 (Conf=100.0%), Magnitude=-0.16% (Conf=58.0805%)
[2026-01-07T20:35:27.722382] [INFO ] [main      ] Progress: 52/391 forecasts completed (13.3%). KNTK finished in 0.7s. ETA: 56.7s. Rate: 358.74 forecasts/min
[2026-01-07T20:35:27.722513] [INFO ] [main      ] Fetching symbol history for NAVI...
[2026-01-07T20:35:27.722556] [DEBUG] [REMOTE    ] NAVI: Fetching historical data.
[2026-01-07T20:35:27.734103] [DEBUG] [REMOTE    ] NAVI: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:27.735196] [DEBUG] [LOCAL     ] Loaded configuration for NAVI: 7 features, N/A% accuracy
[2026-01-07T20:35:27.735246] [INFO ] [LOCAL     ] NAVI: Loaded 7 optimal features with 74.53% confidence from JSON config
[2026-01-07T20:35:27.735277] [DEBUG] [MAG       ] Building data for symbol: NAVI with lookback: 0
[2026-01-07T20:35:27.736125] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-07T20:35:27.736199] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:27.741050] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:27.743175] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:35:27.743659] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-07T20:35:27.744525] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-07T20:35:27.746937] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-07T20:35:27.747651] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2026-01-07T20:35:27.748975] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-07T20:35:27.749309] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:27.751428] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:27.855279] [DEBUG] [MAG       ] HY: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:27.953152] [INFO ] [LOCAL     ] HY: Saved forecast.
[2026-01-07T20:35:27.953219] [INFO ] [main      ] HY: Signal=1 (Conf=100.0%), Magnitude=0.91% (Conf=48.9122%)
[2026-01-07T20:35:27.953692] [INFO ] [main      ] Fetching symbol history for PDYN...
[2026-01-07T20:35:27.953745] [DEBUG] [REMOTE    ] PDYN: Fetching historical data.
[2026-01-07T20:35:27.954650] [INFO ] [main      ] Progress: 53/391 forecasts completed (13.6%). HY finished in 0.8s. ETA: 56.9s. Rate: 356.13 forecasts/min
[2026-01-07T20:35:27.967084] [DEBUG] [REMOTE    ] PDYN: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:27.968301] [DEBUG] [LOCAL     ] Loaded configuration for PDYN: 5 features, N/A% accuracy
[2026-01-07T20:35:27.968353] [INFO ] [LOCAL     ] PDYN: Loaded 5 optimal features with 48.40% confidence from JSON config
[2026-01-07T20:35:27.968384] [DEBUG] [MAG       ] Building data for symbol: PDYN with lookback: 0
[2026-01-07T20:35:27.969525] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-07T20:35:27.969603] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:27.977013] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:27.978767] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:35:27.979249] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-07T20:35:28.018593] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-07T20:35:28.021099] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:28.062671] [DEBUG] [MAG       ] BELFB: Last date is validated at 2026-01-07
[2026-01-07T20:35:28.092867] [DEBUG] [MAG       ] NAVI: Last date is validated at 2026-01-07
[2026-01-07T20:35:28.094374] [DEBUG] [MAG       ] DBX: Last date is validated at 2026-01-07
[2026-01-07T20:35:28.230086] [DEBUG] [MAG       ] BELFB: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:28.260519] [DEBUG] [MAG       ] NAVI: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:28.275178] [DEBUG] [MAG       ] DBX: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:28.337685] [INFO ] [LOCAL     ] NAVI: Saved forecast.
[2026-01-07T20:35:28.337756] [INFO ] [main      ] NAVI: Signal=1 (Conf=100.0%), Magnitude=0.04% (Conf=74.5298%)
[2026-01-07T20:35:28.338150] [INFO ] [main      ] Progress: 54/391 forecasts completed (13.8%). NAVI finished in 0.6s. ETA: 58.1s. Rate: 347.91 forecasts/min
[2026-01-07T20:35:28.338278] [INFO ] [main      ] Fetching symbol history for BUXX...
[2026-01-07T20:35:28.338320] [DEBUG] [REMOTE    ] BUXX: Fetching historical data.
[2026-01-07T20:35:28.338867] [INFO ] [LOCAL     ] BELFB: Saved forecast.
[2026-01-07T20:35:28.340759] [INFO ] [main      ] BELFB: Signal=1 (Conf=100.0%), Magnitude=0.09% (Conf=52.5969%)
[2026-01-07T20:35:28.341120] [INFO ] [main      ] Progress: 55/391 forecasts completed (14.1%). BELFB finished in 0.6s. ETA: 56.9s. Rate: 354.24 forecasts/min
[2026-01-07T20:35:28.341258] [INFO ] [main      ] Fetching symbol history for CFG...
[2026-01-07T20:35:28.341311] [DEBUG] [REMOTE    ] CFG: Fetching historical data.
[2026-01-07T20:35:28.354830] [DEBUG] [REMOTE    ] BUXX: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:28.356257] [DEBUG] [REMOTE    ] CFG: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:28.356971] [DEBUG] [LOCAL     ] Loaded configuration for BUXX: 29 features, N/A% accuracy
[2026-01-07T20:35:28.357071] [INFO ] [LOCAL     ] BUXX: Loaded 29 optimal features with 15.70% confidence from JSON config
[2026-01-07T20:35:28.357106] [DEBUG] [MAG       ] Building data for symbol: BUXX with lookback: 0
[2026-01-07T20:35:28.357272] [DEBUG] [LOCAL     ] Loaded configuration for CFG: 5 features, N/A% accuracy
[2026-01-07T20:35:28.357407] [INFO ] [LOCAL     ] CFG: Loaded 5 optimal features with 60.82% confidence from JSON config
[2026-01-07T20:35:28.357445] [DEBUG] [MAG       ] Building data for symbol: CFG with lookback: 0
[2026-01-07T20:35:28.358441] [DEBUG] [FEATURES  ] DataBuilder: Executing 29 feature methods.
[2026-01-07T20:35:28.358438] [INFO ] [LOCAL     ] DBX: Saved forecast.
[2026-01-07T20:35:28.358513] [INFO ] [main      ] DBX: Signal=1 (Conf=100.0%), Magnitude=-1.01% (Conf=50.0608%)
[2026-01-07T20:35:28.358528] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:28.358943] [INFO ] [main      ] Progress: 56/391 forecasts completed (14.3%). DBX finished in 0.7s. ETA: 55.8s. Rate: 359.99 forecasts/min
[2026-01-07T20:35:28.359030] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-07T20:35:28.359102] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:28.359139] [INFO ] [main      ] Fetching symbol history for EDF...
[2026-01-07T20:35:28.359188] [DEBUG] [REMOTE    ] EDF: Fetching historical data.
[2026-01-07T20:35:28.359558] [DEBUG] [MAG       ] PDYN: Last date is validated at 2026-01-07
[2026-01-07T20:35:28.361185] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:35:28.361820] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:35:28.362232] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-07T20:35:28.363049] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-07T20:35:28.363820] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:28.365709] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:28.365729] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:35:28.366214] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:35:28.366669] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:35:28.367071] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-07T20:35:28.367931] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-07T20:35:28.368788] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-07T20:35:28.371288] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-07T20:35:28.371610] [DEBUG] [REMOTE    ] EDF: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:28.373264] [DEBUG] [LOCAL     ] Loaded configuration for EDF: 7 features, N/A% accuracy
[2026-01-07T20:35:28.373317] [INFO ] [LOCAL     ] EDF: Loaded 7 optimal features with 20.09% confidence from JSON config
[2026-01-07T20:35:28.373348] [DEBUG] [MAG       ] Building data for symbol: EDF with lookback: 0
[2026-01-07T20:35:28.374155] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-07T20:35:28.374218] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:28.379040] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-07T20:35:28.381467] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-07T20:35:28.382714] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:28.384463] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:35:28.385003] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-07T20:35:28.386131] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-07T20:35:28.388143] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:28.479967] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-07T20:35:28.482045] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-07T20:35:28.521150] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-07T20:35:28.522615] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-07T20:35:28.523912] [DEBUG] [MAG       ] PDYN: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:28.565586] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-07T20:35:28.566522] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-07T20:35:28.567781] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-07T20:35:28.608301] [INFO ] [LOCAL     ] PDYN: Saved forecast.
[2026-01-07T20:35:28.608375] [INFO ] [main      ] PDYN: Signal=1 (Conf=100.0%), Magnitude=-10.75% (Conf=48.4002%)
[2026-01-07T20:35:28.608753] [INFO ] [main      ] Fetching symbol history for CCL...
[2026-01-07T20:35:28.608804] [DEBUG] [REMOTE    ] CCL: Fetching historical data.
[2026-01-07T20:35:28.610646] [INFO ] [main      ] Progress: 57/391 forecasts completed (14.6%). PDYN finished in 0.7s. ETA: 56.2s. Rate: 356.80 forecasts/min
[2026-01-07T20:35:28.620996] [DEBUG] [REMOTE    ] CCL: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:28.621984] [DEBUG] [LOCAL     ] Loaded configuration for CCL: 4 features, N/A% accuracy
[2026-01-07T20:35:28.622047] [INFO ] [LOCAL     ] CCL: Loaded 4 optimal features with 46.09% confidence from JSON config
[2026-01-07T20:35:28.622079] [DEBUG] [MAG       ] Building data for symbol: CCL with lookback: 0
[2026-01-07T20:35:28.622897] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-07T20:35:28.622957] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:28.624632] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:35:28.625148] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:35:28.625534] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2026-01-07T20:35:28.627124] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:28.650966] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-07T20:35:28.651949] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-07T20:35:28.653835] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-07T20:35:28.656786] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-07T20:35:28.657908] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-07T20:35:28.659953] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-07T20:35:28.660728] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-07T20:35:28.665139] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-07T20:35:28.666340] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-07T20:35:28.667690] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2026-01-07T20:35:28.669198] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-07T20:35:28.672198] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-07T20:35:28.672868] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-07T20:35:28.673563] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:28.713767] [DEBUG] [MAG       ] CFG: Last date is validated at 2026-01-07
[2026-01-07T20:35:28.723983] [DEBUG] [MAG       ] EDF: Last date is validated at 2026-01-07
[2026-01-07T20:35:28.880819] [DEBUG] [MAG       ] CFG: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:28.890106] [DEBUG] [MAG       ] EDF: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:28.961143] [DEBUG] [MAG       ] CCL: Last date is validated at 2026-01-07
[2026-01-07T20:35:28.971510] [INFO ] [LOCAL     ] CFG: Saved forecast.
[2026-01-07T20:35:28.971620] [INFO ] [main      ] CFG: Signal=1 (Conf=100.0%), Magnitude=0.63% (Conf=60.823%)
[2026-01-07T20:35:28.972165] [INFO ] [main      ] Fetching symbol history for GEL...
[2026-01-07T20:35:28.972221] [DEBUG] [REMOTE    ] GEL: Fetching historical data.
[2026-01-07T20:35:28.972198] [INFO ] [main      ] Progress: 58/391 forecasts completed (14.8%). CFG finished in 0.6s. ETA: 57.1s. Rate: 349.86 forecasts/min
[2026-01-07T20:35:28.989916] [DEBUG] [REMOTE    ] GEL: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:28.991263] [DEBUG] [LOCAL     ] Loaded configuration for GEL: 12 features, N/A% accuracy
[2026-01-07T20:35:28.991319] [INFO ] [LOCAL     ] GEL: Loaded 12 optimal features with 36.11% confidence from JSON config
[2026-01-07T20:35:28.991351] [DEBUG] [MAG       ] Building data for symbol: GEL with lookback: 0
[2026-01-07T20:35:28.992259] [DEBUG] [FEATURES  ] DataBuilder: Executing 12 feature methods.
[2026-01-07T20:35:28.992327] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:28.997262] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:28.999097] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:35:28.999644] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:35:29.000049] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-07T20:35:29.000846] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-07T20:35:29.015567] [DEBUG] [MAG       ] BUXX: Last date is validated at 2026-01-07
[2026-01-07T20:35:29.016803] [INFO ] [LOCAL     ] EDF: Saved forecast.
[2026-01-07T20:35:29.016869] [INFO ] [main      ] EDF: Signal=1 (Conf=100.0%), Magnitude=0.00% (Conf=20.0937%)
[2026-01-07T20:35:29.017049] [INFO ] [main      ] Fetching symbol history for LEN...
[2026-01-07T20:35:29.017095] [DEBUG] [REMOTE    ] LEN: Fetching historical data.
[2026-01-07T20:35:29.018039] [INFO ] [main      ] Progress: 59/391 forecasts completed (15.1%). EDF finished in 0.7s. ETA: 56.2s. Rate: 354.26 forecasts/min
[2026-01-07T20:35:29.029314] [DEBUG] [REMOTE    ] LEN: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:29.030487] [DEBUG] [LOCAL     ] Loaded configuration for LEN: 7 features, N/A% accuracy
[2026-01-07T20:35:29.030553] [INFO ] [LOCAL     ] LEN: Loaded 7 optimal features with 62.59% confidence from JSON config
[2026-01-07T20:35:29.030608] [DEBUG] [MAG       ] Building data for symbol: LEN with lookback: 0
[2026-01-07T20:35:29.031458] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-07T20:35:29.031522] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:29.033267] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:35:29.033796] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:35:29.034180] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-07T20:35:29.035801] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-07T20:35:29.036995] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-07T20:35:29.049664] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-07T20:35:29.112775] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-07T20:35:29.117079] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:29.127120] [DEBUG] [MAG       ] CCL: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:29.128265] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:35:29.129119] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-07T20:35:29.130276] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-07T20:35:29.132100] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-07T20:35:29.133196] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-07T20:35:29.133923] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:29.185376] [DEBUG] [MAG       ] BUXX: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:29.205188] [INFO ] [LOCAL     ] CCL: Saved forecast.
[2026-01-07T20:35:29.205271] [INFO ] [main      ] CCL: Signal=1 (Conf=100.0%), Magnitude=-0.85% (Conf=46.0898%)
[2026-01-07T20:35:29.205466] [INFO ] [main      ] Fetching symbol history for AVAL...
[2026-01-07T20:35:29.205512] [DEBUG] [REMOTE    ] AVAL: Fetching historical data.
[2026-01-07T20:35:29.206679] [INFO ] [main      ] Progress: 60/391 forecasts completed (15.3%). CCL finished in 0.6s. ETA: 56.2s. Rate: 353.59 forecasts/min
[2026-01-07T20:35:29.217442] [DEBUG] [REMOTE    ] AVAL: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:29.218481] [DEBUG] [LOCAL     ] Loaded configuration for AVAL: 4 features, N/A% accuracy
[2026-01-07T20:35:29.218542] [INFO ] [LOCAL     ] AVAL: Loaded 4 optimal features with 32.50% confidence from JSON config
[2026-01-07T20:35:29.218599] [DEBUG] [MAG       ] Building data for symbol: AVAL with lookback: 0
[2026-01-07T20:35:29.219475] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-07T20:35:29.219558] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-07T20:35:29.220326] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-07T20:35:29.220925] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-07T20:35:29.221678] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-07T20:35:29.223214] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:29.269920] [INFO ] [LOCAL     ] BUXX: Saved forecast.
[2026-01-07T20:35:29.269996] [INFO ] [main      ] BUXX: Signal=1 (Conf=100.0%), Magnitude=0.00% (Conf=15.6976%)
[2026-01-07T20:35:29.270168] [INFO ] [main      ] Fetching symbol history for NMAI...
[2026-01-07T20:35:29.270211] [DEBUG] [REMOTE    ] NMAI: Fetching historical data.
[2026-01-07T20:35:29.271653] [INFO ] [main      ] Progress: 61/391 forecasts completed (15.6%). BUXX finished in 0.9s. ETA: 55.4s. Rate: 357.20 forecasts/min
[2026-01-07T20:35:29.281538] [DEBUG] [REMOTE    ] NMAI: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:29.282203] [DEBUG] [LOCAL     ] Loaded configuration for NMAI: 8 features, N/A% accuracy
[2026-01-07T20:35:29.282251] [INFO ] [LOCAL     ] NMAI: Loaded 8 optimal features with 45.97% confidence from JSON config
[2026-01-07T20:35:29.282281] [DEBUG] [MAG       ] Building data for symbol: NMAI with lookback: 0
[2026-01-07T20:35:29.283083] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-07T20:35:29.283144] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:29.287853] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:29.289609] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:35:29.290084] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:35:29.290506] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-07T20:35:29.292868] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-07T20:35:29.331484] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-07T20:35:29.332588] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2026-01-07T20:35:29.334162] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:29.461265] [DEBUG] [MAG       ] LEN: Last date is validated at 2026-01-07
[2026-01-07T20:35:29.479617] [DEBUG] [MAG       ] GEL: Last date is validated at 2026-01-07
[2026-01-07T20:35:29.560361] [DEBUG] [MAG       ] AVAL: Last date is validated at 2026-01-07
[2026-01-07T20:35:29.626243] [DEBUG] [MAG       ] LEN: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:29.648949] [DEBUG] [MAG       ] GEL: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:29.672990] [DEBUG] [MAG       ] NMAI: Last date is validated at 2026-01-07
[2026-01-07T20:35:29.723515] [DEBUG] [MAG       ] AVAL: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:29.727170] [INFO ] [LOCAL     ] GEL: Saved forecast.
[2026-01-07T20:35:29.727262] [INFO ] [main      ] GEL: Signal=1 (Conf=100.0%), Magnitude=0.84% (Conf=36.1082%)
[2026-01-07T20:35:29.727774] [INFO ] [main      ] Fetching symbol history for NWSA...
[2026-01-07T20:35:29.727831] [DEBUG] [REMOTE    ] NWSA: Fetching historical data.
[2026-01-07T20:35:29.728695] [INFO ] [main      ] Progress: 62/391 forecasts completed (15.9%). GEL finished in 0.8s. ETA: 56.8s. Rate: 347.55 forecasts/min
[2026-01-07T20:35:29.734611] [INFO ] [LOCAL     ] LEN: Saved forecast.
[2026-01-07T20:35:29.734687] [INFO ] [main      ] LEN: Signal=1 (Conf=100.0%), Magnitude=-0.88% (Conf=62.5913%)
[2026-01-07T20:35:29.735105] [INFO ] [main      ] Progress: 63/391 forecasts completed (16.1%). LEN finished in 0.7s. ETA: 55.8s. Rate: 352.95 forecasts/min
[2026-01-07T20:35:29.735224] [INFO ] [main      ] Fetching symbol history for PVH...
[2026-01-07T20:35:29.735268] [DEBUG] [REMOTE    ] PVH: Fetching historical data.
[2026-01-07T20:35:29.743433] [DEBUG] [REMOTE    ] NWSA: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:29.744676] [DEBUG] [LOCAL     ] Loaded configuration for NWSA: 10 features, N/A% accuracy
[2026-01-07T20:35:29.744739] [INFO ] [LOCAL     ] NWSA: Loaded 10 optimal features with 43.09% confidence from JSON config
[2026-01-07T20:35:29.744773] [DEBUG] [MAG       ] Building data for symbol: NWSA with lookback: 0
[2026-01-07T20:35:29.745712] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2026-01-07T20:35:29.745783] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:29.747444] [DEBUG] [REMOTE    ] PVH: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:29.748727] [DEBUG] [LOCAL     ] Loaded configuration for PVH: 2 features, N/A% accuracy
[2026-01-07T20:35:29.748781] [INFO ] [LOCAL     ] PVH: Loaded 2 optimal features with 47.33% confidence from JSON config
[2026-01-07T20:35:29.748812] [DEBUG] [MAG       ] Building data for symbol: PVH with lookback: 0
[2026-01-07T20:35:29.749841] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-07T20:35:29.749901] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:29.751496] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-07T20:35:29.752825] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-07T20:35:29.754713] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-07T20:35:29.754888] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-07T20:35:29.756435] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:29.759128] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2026-01-07T20:35:29.760696] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-07T20:35:29.761372] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:29.763029] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:35:29.763523] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-07T20:35:29.764695] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-07T20:35:29.766665] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:29.840188] [DEBUG] [MAG       ] NMAI: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:29.842493] [INFO ] [LOCAL     ] AVAL: Saved forecast.
[2026-01-07T20:35:29.842561] [INFO ] [main      ] AVAL: Signal=1 (Conf=90.0%), Magnitude=-0.83% (Conf=32.5049%)
[2026-01-07T20:35:29.843030] [INFO ] [main      ] Fetching symbol history for GL...
[2026-01-07T20:35:29.843081] [DEBUG] [REMOTE    ] GL: Fetching historical data.
[2026-01-07T20:35:29.843667] [INFO ] [main      ] Progress: 64/391 forecasts completed (16.4%). AVAL finished in 0.6s. ETA: 55.3s. Rate: 354.95 forecasts/min
[2026-01-07T20:35:29.855228] [DEBUG] [REMOTE    ] GL: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:29.856379] [DEBUG] [LOCAL     ] Loaded configuration for GL: 2 features, N/A% accuracy
[2026-01-07T20:35:29.856432] [INFO ] [LOCAL     ] GL: Loaded 2 optimal features with 50.10% confidence from JSON config
[2026-01-07T20:35:29.856463] [DEBUG] [MAG       ] Building data for symbol: GL with lookback: 0
[2026-01-07T20:35:29.857277] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-07T20:35:29.857336] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:29.862116] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-07T20:35:29.863809] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:29.910255] [INFO ] [LOCAL     ] NMAI: Saved forecast.
[2026-01-07T20:35:29.910339] [INFO ] [main      ] NMAI: Signal=1 (Conf=90.0%), Magnitude=-0.80% (Conf=45.9679%)
[2026-01-07T20:35:29.910755] [INFO ] [main      ] Fetching symbol history for FOLD...
[2026-01-07T20:35:29.910807] [DEBUG] [REMOTE    ] FOLD: Fetching historical data.
[2026-01-07T20:35:29.911666] [INFO ] [main      ] Progress: 65/391 forecasts completed (16.6%). NMAI finished in 0.6s. ETA: 54.6s. Rate: 358.25 forecasts/min
[2026-01-07T20:35:29.922167] [DEBUG] [REMOTE    ] FOLD: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:29.923322] [DEBUG] [LOCAL     ] Loaded configuration for FOLD: 4 features, N/A% accuracy
[2026-01-07T20:35:29.923381] [INFO ] [LOCAL     ] FOLD: Loaded 4 optimal features with 58.75% confidence from JSON config
[2026-01-07T20:35:29.923412] [DEBUG] [MAG       ] Building data for symbol: FOLD with lookback: 0
[2026-01-07T20:35:29.924621] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-07T20:35:29.924683] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:29.930289] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:29.932333] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:35:29.932842] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-07T20:35:29.933770] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:30.091844] [DEBUG] [MAG       ] PVH: Last date is validated at 2026-01-07
[2026-01-07T20:35:30.121920] [DEBUG] [MAG       ] NWSA: Last date is validated at 2026-01-07
[2026-01-07T20:35:30.259564] [DEBUG] [MAG       ] PVH: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:30.294010] [DEBUG] [MAG       ] NWSA: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:30.302807] [DEBUG] [MAG       ] FOLD: Last date is validated at 2026-01-07
[2026-01-07T20:35:30.305762] [DEBUG] [MAG       ] GL: Last date is validated at 2026-01-07
[2026-01-07T20:35:30.370935] [INFO ] [LOCAL     ] PVH: Saved forecast.
[2026-01-07T20:35:30.371011] [INFO ] [main      ] PVH: Signal=1 (Conf=90.0%), Magnitude=2.17% (Conf=47.3298%)
[2026-01-07T20:35:30.371186] [INFO ] [main      ] Fetching symbol history for AZO...
[2026-01-07T20:35:30.371231] [DEBUG] [REMOTE    ] AZO: Fetching historical data.
[2026-01-07T20:35:30.371852] [INFO ] [main      ] Progress: 66/391 forecasts completed (16.9%). PVH finished in 0.6s. ETA: 55.9s. Rate: 349.01 forecasts/min
[2026-01-07T20:35:30.382230] [INFO ] [LOCAL     ] NWSA: Saved forecast.
[2026-01-07T20:35:30.382322] [INFO ] [main      ] NWSA: Signal=1 (Conf=90.0%), Magnitude=1.46% (Conf=43.0879%)
[2026-01-07T20:35:30.382816] [INFO ] [main      ] Fetching symbol history for GPIX...
[2026-01-07T20:35:30.382871] [DEBUG] [REMOTE    ] GPIX: Fetching historical data.
[2026-01-07T20:35:30.383701] [INFO ] [main      ] Progress: 67/391 forecasts completed (17.1%). NWSA finished in 0.7s. ETA: 54.9s. Rate: 353.92 forecasts/min
[2026-01-07T20:35:30.383934] [DEBUG] [REMOTE    ] AZO: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:30.385425] [DEBUG] [LOCAL     ] Loaded configuration for AZO: 6 features, N/A% accuracy
[2026-01-07T20:35:30.385483] [INFO ] [LOCAL     ] AZO: Loaded 6 optimal features with 52.33% confidence from JSON config
[2026-01-07T20:35:30.385516] [DEBUG] [MAG       ] Building data for symbol: AZO with lookback: 0
[2026-01-07T20:35:30.386614] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-07T20:35:30.386675] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:30.392597] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:30.394656] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:35:30.395143] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:35:30.395594] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:35:30.395982] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-07T20:35:30.397428] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:30.400843] [DEBUG] [REMOTE    ] GPIX: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:30.401943] [DEBUG] [LOCAL     ] Loaded configuration for GPIX: 7 features, N/A% accuracy
[2026-01-07T20:35:30.402001] [INFO ] [LOCAL     ] GPIX: Loaded 7 optimal features with 73.62% confidence from JSON config
[2026-01-07T20:35:30.402034] [DEBUG] [MAG       ] Building data for symbol: GPIX with lookback: 0
[2026-01-07T20:35:30.403449] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-07T20:35:30.403518] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:30.408923] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:30.411001] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:35:30.411562] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:35:30.412042] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-07T20:35:30.413103] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-07T20:35:30.416089] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-07T20:35:30.419771] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:30.469178] [DEBUG] [MAG       ] FOLD: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:30.473633] [DEBUG] [MAG       ] GL: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:30.536829] [INFO ] [LOCAL     ] FOLD: Saved forecast.
[2026-01-07T20:35:30.536899] [INFO ] [main      ] FOLD: Signal=1 (Conf=90.0%), Magnitude=-0.84% (Conf=58.7518%)
[2026-01-07T20:35:30.537269] [INFO ] [main      ] Fetching symbol history for LASE...
[2026-01-07T20:35:30.537319] [DEBUG] [REMOTE    ] LASE: Fetching historical data.
[2026-01-07T20:35:30.537672] [INFO ] [main      ] Progress: 68/391 forecasts completed (17.4%). FOLD finished in 0.6s. ETA: 54.7s. Rate: 354.40 forecasts/min
[2026-01-07T20:35:30.550150] [DEBUG] [REMOTE    ] LASE: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:30.551054] [DEBUG] [LOCAL     ] Loaded configuration for LASE: 2 features, N/A% accuracy
[2026-01-07T20:35:30.551115] [INFO ] [LOCAL     ] LASE: Loaded 2 optimal features with 59.73% confidence from JSON config
[2026-01-07T20:35:30.551148] [DEBUG] [MAG       ] Building data for symbol: LASE with lookback: 0
[2026-01-07T20:35:30.551957] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-07T20:35:30.552016] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-07T20:35:30.554346] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-07T20:35:30.572036] [INFO ] [LOCAL     ] GL: Saved forecast.
[2026-01-07T20:35:30.572104] [INFO ] [main      ] GL: Signal=1 (Conf=90.0%), Magnitude=-0.04% (Conf=50.0981%)
[2026-01-07T20:35:30.572481] [INFO ] [main      ] Fetching symbol history for CTRA...
[2026-01-07T20:35:30.572531] [DEBUG] [REMOTE    ] CTRA: Fetching historical data.
[2026-01-07T20:35:30.572660] [INFO ] [main      ] Progress: 69/391 forecasts completed (17.6%). GL finished in 0.7s. ETA: 53.9s. Rate: 358.52 forecasts/min
[2026-01-07T20:35:30.584294] [DEBUG] [REMOTE    ] CTRA: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:30.585205] [DEBUG] [LOCAL     ] Loaded configuration for CTRA: 9 features, N/A% accuracy
[2026-01-07T20:35:30.585263] [INFO ] [LOCAL     ] CTRA: Loaded 9 optimal features with 46.89% confidence from JSON config
[2026-01-07T20:35:30.585295] [DEBUG] [MAG       ] Building data for symbol: CTRA with lookback: 0
[2026-01-07T20:35:30.586119] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-07T20:35:30.586183] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:30.591023] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:30.592636] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:30.592804] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:35:30.593289] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:35:30.593693] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-07T20:35:30.594598] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-07T20:35:30.595253] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-07T20:35:30.599461] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-07T20:35:30.600847] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-07T20:35:30.601501] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:30.835707] [DEBUG] [MAG       ] AZO: Last date is validated at 2026-01-07
[2026-01-07T20:35:30.942161] [DEBUG] [MAG       ] GPIX: Last date is validated at 2026-01-07
[2026-01-07T20:35:30.964514] [DEBUG] [MAG       ] CTRA: Last date is validated at 2026-01-07
[2026-01-07T20:35:31.001791] [DEBUG] [MAG       ] AZO: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:31.027459] [DEBUG] [MAG       ] LASE: Last date is validated at 2026-01-07
[2026-01-07T20:35:31.114406] [DEBUG] [MAG       ] GPIX: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:31.130812] [DEBUG] [MAG       ] CTRA: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:31.192066] [DEBUG] [MAG       ] LASE: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:31.192211] [INFO ] [LOCAL     ] AZO: Saved forecast.
[2026-01-07T20:35:31.192283] [INFO ] [main      ] AZO: Signal=1 (Conf=90.0%), Magnitude=1.89% (Conf=52.3278%)
[2026-01-07T20:35:31.192806] [INFO ] [main      ] Fetching symbol history for BHC...
[2026-01-07T20:35:31.192852] [DEBUG] [REMOTE    ] BHC: Fetching historical data.
[2026-01-07T20:35:31.193941] [INFO ] [main      ] Progress: 70/391 forecasts completed (17.9%). AZO finished in 0.8s. ETA: 55.8s. Rate: 345.15 forecasts/min
[2026-01-07T20:35:31.196804] [INFO ] [LOCAL     ] GPIX: Saved forecast.
[2026-01-07T20:35:31.196892] [INFO ] [main      ] GPIX: Signal=1 (Conf=90.0%), Magnitude=-0.05% (Conf=73.6211%)
[2026-01-07T20:35:31.197405] [INFO ] [main      ] Progress: 71/391 forecasts completed (18.2%). GPIX finished in 0.8s. ETA: 54.9s. Rate: 349.98 forecasts/min
[2026-01-07T20:35:31.197601] [INFO ] [main      ] Fetching symbol history for ISSC...
[2026-01-07T20:35:31.197652] [DEBUG] [REMOTE    ] ISSC: Fetching historical data.
[2026-01-07T20:35:31.206285] [DEBUG] [REMOTE    ] BHC: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:31.208032] [DEBUG] [LOCAL     ] Loaded configuration for BHC: 7 features, N/A% accuracy
[2026-01-07T20:35:31.208085] [INFO ] [LOCAL     ] BHC: Loaded 7 optimal features with 49.01% confidence from JSON config
[2026-01-07T20:35:31.208117] [DEBUG] [MAG       ] Building data for symbol: BHC with lookback: 0
[2026-01-07T20:35:31.208932] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-07T20:35:31.209007] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-07T20:35:31.209813] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-07T20:35:31.210794] [INFO ] [LOCAL     ] CTRA: Saved forecast.
[2026-01-07T20:35:31.210928] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-07T20:35:31.210855] [INFO ] [main      ] CTRA: Signal=1 (Conf=90.0%), Magnitude=4.18% (Conf=46.8873%)
[2026-01-07T20:35:31.211583] [INFO ] [main      ] Progress: 72/391 forecasts completed (18.4%). CTRA finished in 0.6s. ETA: 54.0s. Rate: 354.50 forecasts/min
[2026-01-07T20:35:31.211737] [INFO ] [main      ] Fetching symbol history for FUND...
[2026-01-07T20:35:31.211781] [DEBUG] [REMOTE    ] FUND: Fetching historical data.
[2026-01-07T20:35:31.213559] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:31.215472] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:35:31.215800] [DEBUG] [REMOTE    ] ISSC: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:31.215987] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-07T20:35:31.216867] [DEBUG] [LOCAL     ] Loaded configuration for ISSC: 3 features, N/A% accuracy
[2026-01-07T20:35:31.216929] [INFO ] [LOCAL     ] ISSC: Loaded 3 optimal features with 70.26% confidence from JSON config
[2026-01-07T20:35:31.216961] [DEBUG] [MAG       ] Building data for symbol: ISSC with lookback: 0
[2026-01-07T20:35:31.217107] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-07T20:35:31.217920] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-07T20:35:31.217984] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:31.219102] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:31.222983] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-07T20:35:31.223765] [DEBUG] [REMOTE    ] FUND: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:31.224762] [DEBUG] [LOCAL     ] Loaded configuration for FUND: 0 features, N/A% accuracy
[2026-01-07T20:35:31.224830] [INFO ] [LOCAL     ] FUND: Loaded 0 optimal features with 39.62% confidence from JSON config
[2026-01-07T20:35:31.224876] [DEBUG] [MAG       ] Building data for symbol: FUND with lookback: 0
[2026-01-07T20:35:31.225837] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2026-01-07T20:35:31.258416] [INFO ] [LOCAL     ] LASE: Saved forecast.
[2026-01-07T20:35:31.258492] [INFO ] [main      ] LASE: Signal=1 (Conf=90.0%), Magnitude=18.87% (Conf=59.7292%)
[2026-01-07T20:35:31.258836] [INFO ] [main      ] Fetching symbol history for PFF...
[2026-01-07T20:35:31.258887] [DEBUG] [REMOTE    ] PFF: Fetching historical data.
[2026-01-07T20:35:31.259840] [INFO ] [main      ] Progress: 73/391 forecasts completed (18.7%). LASE finished in 0.7s. ETA: 53.3s. Rate: 358.00 forecasts/min
[2026-01-07T20:35:31.263137] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-07T20:35:31.266317] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:31.270338] [DEBUG] [REMOTE    ] PFF: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:31.272251] [DEBUG] [LOCAL     ] Loaded configuration for PFF: 5 features, N/A% accuracy
[2026-01-07T20:35:31.272304] [INFO ] [LOCAL     ] PFF: Loaded 5 optimal features with 62.52% confidence from JSON config
[2026-01-07T20:35:31.272337] [DEBUG] [MAG       ] Building data for symbol: PFF with lookback: 0
[2026-01-07T20:35:31.273123] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-07T20:35:31.273182] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-07T20:35:31.275519] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-07T20:35:31.277188] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-07T20:35:31.278134] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-07T20:35:31.327185] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-07T20:35:31.328111] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:31.554433] [DEBUG] [MAG       ] BHC: Last date is validated at 2026-01-07
[2026-01-07T20:35:31.565063] [DEBUG] [MAG       ] FUND: Last date is validated at 2026-01-07
[2026-01-07T20:35:31.603733] [DEBUG] [MAG       ] ISSC: Last date is validated at 2026-01-07
[2026-01-07T20:35:31.658353] [DEBUG] [MAG       ] PFF: Last date is validated at 2026-01-07
[2026-01-07T20:35:31.719171] [DEBUG] [MAG       ] BHC: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:31.738045] [DEBUG] [MAG       ] FUND: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:31.767423] [DEBUG] [MAG       ] ISSC: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:31.786394] [INFO ] [LOCAL     ] BHC: Saved forecast.
[2026-01-07T20:35:31.786477] [INFO ] [main      ] BHC: Signal=1 (Conf=90.0%), Magnitude=2.66% (Conf=49.0143%)
[2026-01-07T20:35:31.786861] [INFO ] [main      ] Fetching symbol history for DOUG...
[2026-01-07T20:35:31.786920] [DEBUG] [REMOTE    ] DOUG: Fetching historical data.
[2026-01-07T20:35:31.787651] [INFO ] [main      ] Progress: 74/391 forecasts completed (18.9%). BHC finished in 0.6s. ETA: 54.7s. Rate: 347.90 forecasts/min
[2026-01-07T20:35:31.792560] [INFO ] [LOCAL     ] FUND: Saved forecast.
[2026-01-07T20:35:31.792648] [INFO ] [main      ] FUND: Signal=1 (Conf=90.0%), Magnitude=-0.11% (Conf=39.6219%)
[2026-01-07T20:35:31.792822] [INFO ] [main      ] Fetching symbol history for LMBS...
[2026-01-07T20:35:31.792868] [DEBUG] [REMOTE    ] LMBS: Fetching historical data.
[2026-01-07T20:35:31.793722] [INFO ] [main      ] Progress: 75/391 forecasts completed (19.2%). FUND finished in 0.6s. ETA: 53.8s. Rate: 352.43 forecasts/min
[2026-01-07T20:35:31.800343] [DEBUG] [REMOTE    ] DOUG: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:31.801487] [DEBUG] [LOCAL     ] Loaded configuration for DOUG: 6 features, N/A% accuracy
[2026-01-07T20:35:31.801540] [INFO ] [LOCAL     ] DOUG: Loaded 6 optimal features with 42.06% confidence from JSON config
[2026-01-07T20:35:31.801592] [DEBUG] [MAG       ] Building data for symbol: DOUG with lookback: 0
[2026-01-07T20:35:31.802423] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-07T20:35:31.802486] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:31.806288] [DEBUG] [REMOTE    ] LMBS: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:31.807145] [DEBUG] [LOCAL     ] Loaded configuration for LMBS: 4 features, N/A% accuracy
[2026-01-07T20:35:31.807204] [INFO ] [LOCAL     ] LMBS: Loaded 4 optimal features with 46.91% confidence from JSON config
[2026-01-07T20:35:31.807238] [DEBUG] [MAG       ] Building data for symbol: LMBS with lookback: 0
[2026-01-07T20:35:31.807421] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:31.808222] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-07T20:35:31.808288] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:31.809485] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:35:31.810110] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:35:31.810532] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-07T20:35:31.813487] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:31.813761] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-07T20:35:31.814971] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:31.815611] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:35:31.816156] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:35:31.816560] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:31.823794] [DEBUG] [MAG       ] PFF: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:31.850251] [INFO ] [LOCAL     ] ISSC: Saved forecast.
[2026-01-07T20:35:31.850322] [INFO ] [main      ] ISSC: Signal=1 (Conf=90.0%), Magnitude=5.19% (Conf=70.2555%)
[2026-01-07T20:35:31.850685] [INFO ] [main      ] Fetching symbol history for DVAX...
[2026-01-07T20:35:31.850737] [DEBUG] [REMOTE    ] DVAX: Fetching historical data.
[2026-01-07T20:35:31.850767] [INFO ] [main      ] Progress: 76/391 forecasts completed (19.4%). ISSC finished in 0.7s. ETA: 53.2s. Rate: 355.54 forecasts/min
[2026-01-07T20:35:31.862422] [DEBUG] [REMOTE    ] DVAX: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:31.863320] [DEBUG] [LOCAL     ] Loaded configuration for DVAX: 5 features, N/A% accuracy
[2026-01-07T20:35:31.863373] [INFO ] [LOCAL     ] DVAX: Loaded 5 optimal features with 44.47% confidence from JSON config
[2026-01-07T20:35:31.863404] [DEBUG] [MAG       ] Building data for symbol: DVAX with lookback: 0
[2026-01-07T20:35:31.864222] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-07T20:35:31.864282] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:31.869032] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:31.870820] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:35:31.871292] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:35:31.871741] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:35:31.872125] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:31.886093] [INFO ] [LOCAL     ] PFF: Saved forecast.
[2026-01-07T20:35:31.886160] [INFO ] [main      ] PFF: Signal=1 (Conf=90.0%), Magnitude=-0.29% (Conf=62.5189%)
[2026-01-07T20:35:31.886320] [INFO ] [main      ] Fetching symbol history for CECO...
[2026-01-07T20:35:31.886363] [DEBUG] [REMOTE    ] CECO: Fetching historical data.
[2026-01-07T20:35:31.887131] [INFO ] [main      ] Progress: 77/391 forecasts completed (19.7%). PFF finished in 0.6s. ETA: 52.4s. Rate: 359.20 forecasts/min
[2026-01-07T20:35:31.897562] [DEBUG] [REMOTE    ] CECO: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:31.899719] [DEBUG] [LOCAL     ] Loaded configuration for CECO: 7 features, N/A% accuracy
[2026-01-07T20:35:31.899786] [INFO ] [LOCAL     ] CECO: Loaded 7 optimal features with 56.33% confidence from JSON config
[2026-01-07T20:35:31.899819] [DEBUG] [MAG       ] Building data for symbol: CECO with lookback: 0
[2026-01-07T20:35:31.900656] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-07T20:35:31.900719] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:31.905485] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:31.907297] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:35:31.907787] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:35:31.908169] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-07T20:35:31.910514] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-07T20:35:31.911463] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-07T20:35:31.912457] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:32.157358] [DEBUG] [MAG       ] DOUG: Last date is validated at 2026-01-07
[2026-01-07T20:35:32.184110] [DEBUG] [MAG       ] LMBS: Last date is validated at 2026-01-07
[2026-01-07T20:35:32.223172] [DEBUG] [MAG       ] DVAX: Last date is validated at 2026-01-07
[2026-01-07T20:35:32.251224] [DEBUG] [MAG       ] CECO: Last date is validated at 2026-01-07
[2026-01-07T20:35:32.323144] [DEBUG] [MAG       ] DOUG: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:32.349323] [DEBUG] [MAG       ] LMBS: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:32.383093] [INFO ] [LOCAL     ] DOUG: Saved forecast.
[2026-01-07T20:35:32.383165] [INFO ] [main      ] DOUG: Signal=1 (Conf=90.0%), Magnitude=3.15% (Conf=42.0612%)
[2026-01-07T20:35:32.383530] [INFO ] [main      ] Fetching symbol history for LGIH...
[2026-01-07T20:35:32.383599] [DEBUG] [REMOTE    ] LGIH: Fetching historical data.
[2026-01-07T20:35:32.383668] [INFO ] [main      ] Progress: 78/391 forecasts completed (19.9%). DOUG finished in 0.6s. ETA: 53.6s. Rate: 350.34 forecasts/min
[2026-01-07T20:35:32.387730] [DEBUG] [MAG       ] DVAX: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:32.395646] [DEBUG] [REMOTE    ] LGIH: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:32.396530] [DEBUG] [LOCAL     ] Loaded configuration for LGIH: 5 features, N/A% accuracy
[2026-01-07T20:35:32.396604] [INFO ] [LOCAL     ] LGIH: Loaded 5 optimal features with 61.49% confidence from JSON config
[2026-01-07T20:35:32.396638] [DEBUG] [MAG       ] Building data for symbol: LGIH with lookback: 0
[2026-01-07T20:35:32.397421] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-07T20:35:32.397480] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:32.399162] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:35:32.399774] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:35:32.400214] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-07T20:35:32.401022] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-07T20:35:32.403647] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:32.403670] [INFO ] [LOCAL     ] LMBS: Saved forecast.
[2026-01-07T20:35:32.403738] [INFO ] [main      ] LMBS: Signal=1 (Conf=90.0%), Magnitude=0.01% (Conf=46.9091%)
[2026-01-07T20:35:32.404099] [INFO ] [main      ] Fetching symbol history for HPE...
[2026-01-07T20:35:32.404150] [DEBUG] [REMOTE    ] HPE: Fetching historical data.
[2026-01-07T20:35:32.405641] [INFO ] [main      ] Progress: 79/391 forecasts completed (20.2%). LMBS finished in 0.6s. ETA: 52.8s. Rate: 354.25 forecasts/min
[2026-01-07T20:35:32.415912] [DEBUG] [REMOTE    ] HPE: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:32.416676] [DEBUG] [LOCAL     ] Loaded configuration for HPE: 2 features, N/A% accuracy
[2026-01-07T20:35:32.416732] [INFO ] [LOCAL     ] HPE: Loaded 2 optimal features with 58.69% confidence from JSON config
[2026-01-07T20:35:32.416765] [DEBUG] [MAG       ] Building data for symbol: HPE with lookback: 0
[2026-01-07T20:35:32.416990] [DEBUG] [MAG       ] CECO: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:32.417548] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-07T20:35:32.417626] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-07T20:35:32.459783] [INFO ] [LOCAL     ] DVAX: Saved forecast.
[2026-01-07T20:35:32.459853] [INFO ] [main      ] DVAX: Signal=1 (Conf=90.0%), Magnitude=-2.16% (Conf=44.465%)
[2026-01-07T20:35:32.460211] [INFO ] [main      ] Fetching symbol history for BJ...
[2026-01-07T20:35:32.460262] [DEBUG] [REMOTE    ] BJ: Fetching historical data.
[2026-01-07T20:35:32.460294] [INFO ] [main      ] Progress: 80/391 forecasts completed (20.5%). DVAX finished in 0.6s. ETA: 52.2s. Rate: 357.28 forecasts/min
[2026-01-07T20:35:32.472670] [DEBUG] [REMOTE    ] BJ: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:32.473958] [DEBUG] [LOCAL     ] Loaded configuration for BJ: 3 features, N/A% accuracy
[2026-01-07T20:35:32.474017] [INFO ] [LOCAL     ] BJ: Loaded 3 optimal features with 46.22% confidence from JSON config
[2026-01-07T20:35:32.474049] [DEBUG] [MAG       ] Building data for symbol: BJ with lookback: 0
[2026-01-07T20:35:32.474932] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-07T20:35:32.475004] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:32.479864] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-07T20:35:32.481127] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-07T20:35:32.482132] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:32.509391] [INFO ] [LOCAL     ] CECO: Saved forecast.
[2026-01-07T20:35:32.509458] [INFO ] [main      ] CECO: Signal=1 (Conf=90.0%), Magnitude=0.56% (Conf=56.334%)
[2026-01-07T20:35:32.509844] [INFO ] [main      ] Progress: 81/391 forecasts completed (20.7%). CECO finished in 0.6s. ETA: 51.6s. Rate: 360.41 forecasts/min
[2026-01-07T20:35:32.509996] [INFO ] [main      ] Fetching symbol history for VOC...
[2026-01-07T20:35:32.510039] [DEBUG] [REMOTE    ] VOC: Fetching historical data.
[2026-01-07T20:35:32.520720] [DEBUG] [REMOTE    ] VOC: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:32.521829] [DEBUG] [LOCAL     ] Loaded configuration for VOC: 1 features, N/A% accuracy
[2026-01-07T20:35:32.521885] [INFO ] [LOCAL     ] VOC: Loaded 1 optimal features with 43.92% confidence from JSON config
[2026-01-07T20:35:32.521916] [DEBUG] [MAG       ] Building data for symbol: VOC with lookback: 0
[2026-01-07T20:35:32.522762] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-07T20:35:32.522821] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:32.527785] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-07T20:35:32.528050] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:32.528983] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:32.748913] [DEBUG] [MAG       ] LGIH: Last date is validated at 2026-01-07
[2026-01-07T20:35:32.818278] [DEBUG] [MAG       ] BJ: Last date is validated at 2026-01-07
[2026-01-07T20:35:32.864616] [DEBUG] [MAG       ] HPE: Last date is validated at 2026-01-07
[2026-01-07T20:35:32.867447] [DEBUG] [MAG       ] VOC: Last date is validated at 2026-01-07
[2026-01-07T20:35:32.924933] [DEBUG] [MAG       ] LGIH: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:32.992395] [DEBUG] [MAG       ] BJ: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:33.029793] [INFO ] [LOCAL     ] LGIH: Saved forecast.
[2026-01-07T20:35:33.029867] [INFO ] [main      ] LGIH: Signal=1 (Conf=90.0%), Magnitude=9.32% (Conf=61.4885%)
[2026-01-07T20:35:33.030245] [INFO ] [main      ] Fetching symbol history for AXON...
[2026-01-07T20:35:33.030297] [DEBUG] [REMOTE    ] AXON: Fetching historical data.
[2026-01-07T20:35:33.031247] [DEBUG] [MAG       ] HPE: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:33.031654] [INFO ] [main      ] Progress: 82/391 forecasts completed (21.0%). LGIH finished in 0.6s. ETA: 52.8s. Rate: 351.27 forecasts/min
[2026-01-07T20:35:33.032176] [DEBUG] [MAG       ] VOC: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:33.042983] [DEBUG] [REMOTE    ] AXON: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:33.044141] [DEBUG] [LOCAL     ] Loaded configuration for AXON: 9 features, N/A% accuracy
[2026-01-07T20:35:33.044198] [INFO ] [LOCAL     ] AXON: Loaded 9 optimal features with 63.61% confidence from JSON config
[2026-01-07T20:35:33.044241] [DEBUG] [MAG       ] Building data for symbol: AXON with lookback: 0
[2026-01-07T20:35:33.045159] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-07T20:35:33.045227] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:33.050208] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:33.052071] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:35:33.052565] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:35:33.053028] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:35:33.053441] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-07T20:35:33.055882] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-07T20:35:33.085218] [INFO ] [LOCAL     ] VOC: Saved forecast.
[2026-01-07T20:35:33.085293] [INFO ] [main      ] VOC: Signal=1 (Conf=90.0%), Magnitude=-2.72% (Conf=43.918%)
[2026-01-07T20:35:33.085459] [INFO ] [main      ] Fetching symbol history for AGNCL...
[2026-01-07T20:35:33.085502] [DEBUG] [REMOTE    ] AGNCL: Fetching historical data.
[2026-01-07T20:35:33.086227] [INFO ] [main      ] Progress: 83/391 forecasts completed (21.2%). VOC finished in 0.6s. ETA: 52.2s. Rate: 354.17 forecasts/min
[2026-01-07T20:35:33.089717] [INFO ] [LOCAL     ] BJ: Saved forecast.
[2026-01-07T20:35:33.089783] [INFO ] [main      ] BJ: Signal=1 (Conf=90.0%), Magnitude=-2.58% (Conf=46.2187%)
[2026-01-07T20:35:33.089935] [INFO ] [main      ] Fetching symbol history for ARES...
[2026-01-07T20:35:33.089981] [DEBUG] [REMOTE    ] ARES: Fetching historical data.
[2026-01-07T20:35:33.090865] [INFO ] [main      ] Progress: 84/391 forecasts completed (21.5%). BJ finished in 0.6s. ETA: 51.4s. Rate: 358.32 forecasts/min
[2026-01-07T20:35:33.095959] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-07T20:35:33.096436] [DEBUG] [REMOTE    ] AGNCL: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:33.097440] [DEBUG] [LOCAL     ] Loaded configuration for AGNCL: 3 features, N/A% accuracy
[2026-01-07T20:35:33.097493] [INFO ] [LOCAL     ] AGNCL: Loaded 3 optimal features with 56.45% confidence from JSON config
[2026-01-07T20:35:33.097551] [DEBUG] [MAG       ] Building data for symbol: AGNCL with lookback: 0
[2026-01-07T20:35:33.098427] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-07T20:35:33.098489] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-07T20:35:33.099104] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-07T20:35:33.099876] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:33.102172] [DEBUG] [REMOTE    ] ARES: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:33.103106] [DEBUG] [LOCAL     ] Loaded configuration for ARES: 4 features, N/A% accuracy
[2026-01-07T20:35:33.103162] [INFO ] [LOCAL     ] ARES: Loaded 4 optimal features with 55.42% confidence from JSON config
[2026-01-07T20:35:33.103193] [DEBUG] [MAG       ] Building data for symbol: ARES with lookback: 0
[2026-01-07T20:35:33.104038] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-07T20:35:33.104099] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:33.105776] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:35:33.106292] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-07T20:35:33.106364] [INFO ] [LOCAL     ] HPE: Saved forecast.
[2026-01-07T20:35:33.106432] [INFO ] [main      ] HPE: Signal=1 (Conf=90.0%), Magnitude=-6.26% (Conf=58.6856%)
[2026-01-07T20:35:33.106802] [INFO ] [main      ] Progress: 85/391 forecasts completed (21.7%). HPE finished in 0.7s. ETA: 50.7s. Rate: 362.18 forecasts/min
[2026-01-07T20:35:33.106933] [INFO ] [main      ] Fetching symbol history for ESTA...
[2026-01-07T20:35:33.106982] [DEBUG] [REMOTE    ] ESTA: Fetching historical data.
[2026-01-07T20:35:33.107079] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-07T20:35:33.118555] [DEBUG] [REMOTE    ] ESTA: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:33.119400] [DEBUG] [LOCAL     ] Loaded configuration for ESTA: 5 features, N/A% accuracy
[2026-01-07T20:35:33.119457] [INFO ] [LOCAL     ] ESTA: Loaded 5 optimal features with 49.92% confidence from JSON config
[2026-01-07T20:35:33.119490] [DEBUG] [MAG       ] Building data for symbol: ESTA with lookback: 0
[2026-01-07T20:35:33.120339] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-07T20:35:33.120398] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:33.122102] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:35:33.122643] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:35:33.123036] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-07T20:35:33.123930] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-07T20:35:33.145496] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-07T20:35:33.146467] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2026-01-07T20:35:33.150413] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:33.171992] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:33.214830] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:33.442873] [DEBUG] [MAG       ] AXON: Last date is validated at 2026-01-07
[2026-01-07T20:35:33.484323] [DEBUG] [MAG       ] AGNCL: Last date is validated at 2026-01-07
[2026-01-07T20:35:33.504238] [DEBUG] [MAG       ] ESTA: Last date is validated at 2026-01-07
[2026-01-07T20:35:33.548916] [DEBUG] [MAG       ] ARES: Last date is validated at 2026-01-07
[2026-01-07T20:35:33.608984] [DEBUG] [MAG       ] AXON: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:33.648292] [DEBUG] [MAG       ] AGNCL: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:33.672772] [DEBUG] [MAG       ] ESTA: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:33.701877] [INFO ] [LOCAL     ] AGNCL: Saved forecast.
[2026-01-07T20:35:33.701950] [INFO ] [main      ] AGNCL: Signal=1 (Conf=90.0%), Magnitude=0.05% (Conf=56.4549%)
[2026-01-07T20:35:33.702359] [INFO ] [main      ] Fetching symbol history for APLD...
[2026-01-07T20:35:33.702412] [DEBUG] [REMOTE    ] APLD: Fetching historical data.
[2026-01-07T20:35:33.702386] [INFO ] [main      ] Progress: 86/391 forecasts completed (22.0%). AGNCL finished in 0.6s. ETA: 52.1s. Rate: 351.57 forecasts/min
[2026-01-07T20:35:33.713618] [DEBUG] [REMOTE    ] APLD: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:33.714367] [DEBUG] [LOCAL     ] Loaded configuration for APLD: 5 features, N/A% accuracy
[2026-01-07T20:35:33.714424] [INFO ] [LOCAL     ] APLD: Loaded 5 optimal features with 47.19% confidence from JSON config
[2026-01-07T20:35:33.714457] [DEBUG] [MAG       ] Building data for symbol: APLD with lookback: 0
[2026-01-07T20:35:33.714984] [DEBUG] [MAG       ] ARES: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:33.715252] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-07T20:35:33.715314] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:33.720177] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-07T20:35:33.721843] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-07T20:35:33.770019] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-07T20:35:33.770706] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-07T20:35:33.770875] [INFO ] [LOCAL     ] ESTA: Saved forecast.
[2026-01-07T20:35:33.770943] [INFO ] [main      ] ESTA: Signal=1 (Conf=90.0%), Magnitude=1.53% (Conf=49.9198%)
[2026-01-07T20:35:33.771351] [INFO ] [main      ] Fetching symbol history for TBIL...
[2026-01-07T20:35:33.771404] [DEBUG] [REMOTE    ] TBIL: Fetching historical data.
[2026-01-07T20:35:33.771855] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:33.772262] [INFO ] [main      ] Progress: 87/391 forecasts completed (22.3%). ESTA finished in 0.7s. ETA: 51.5s. Rate: 353.97 forecasts/min
[2026-01-07T20:35:33.782936] [DEBUG] [REMOTE    ] TBIL: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:33.783742] [DEBUG] [LOCAL     ] Loaded configuration for TBIL: 50 features, N/A% accuracy
[2026-01-07T20:35:33.783794] [INFO ] [LOCAL     ] TBIL: Loaded 50 optimal features with 14.41% confidence from JSON config
[2026-01-07T20:35:33.783825] [DEBUG] [MAG       ] Building data for symbol: TBIL with lookback: 0
[2026-01-07T20:35:33.784615] [DEBUG] [FEATURES  ] DataBuilder: Executing 50 feature methods.
[2026-01-07T20:35:33.784710] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:33.789452] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:33.791226] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:35:33.791712] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:35:33.792144] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:35:33.792526] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-07T20:35:33.793272] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-07T20:35:33.794072] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-07T20:35:33.796441] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-07T20:35:33.822862] [INFO ] [LOCAL     ] AXON: Saved forecast.
[2026-01-07T20:35:33.822932] [INFO ] [main      ] AXON: Signal=1 (Conf=90.0%), Magnitude=-0.82% (Conf=63.6148%)
[2026-01-07T20:35:33.823295] [INFO ] [main      ] Fetching symbol history for ABG...
[2026-01-07T20:35:33.823346] [DEBUG] [REMOTE    ] ABG: Fetching historical data.
[2026-01-07T20:35:33.824652] [INFO ] [main      ] Progress: 88/391 forecasts completed (22.5%). AXON finished in 0.8s. ETA: 51.0s. Rate: 356.77 forecasts/min
[2026-01-07T20:35:33.835992] [DEBUG] [REMOTE    ] ABG: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:33.836898] [DEBUG] [LOCAL     ] Loaded configuration for ABG: 3 features, N/A% accuracy
[2026-01-07T20:35:33.838946] [INFO ] [LOCAL     ] ABG: Loaded 3 optimal features with 65.53% confidence from JSON config
[2026-01-07T20:35:33.838985] [DEBUG] [MAG       ] Building data for symbol: ABG with lookback: 0
[2026-01-07T20:35:33.839870] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-07T20:35:33.839929] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:33.844758] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-07T20:35:33.849326] [INFO ] [LOCAL     ] ARES: Saved forecast.
[2026-01-07T20:35:33.849388] [INFO ] [main      ] ARES: Signal=1 (Conf=90.0%), Magnitude=-2.78% (Conf=55.416%)
[2026-01-07T20:35:33.849848] [INFO ] [main      ] Fetching symbol history for NFLX...
[2026-01-07T20:35:33.849900] [DEBUG] [REMOTE    ] NFLX: Fetching historical data.
[2026-01-07T20:35:33.850625] [INFO ] [main      ] Progress: 89/391 forecasts completed (22.8%). ARES finished in 0.8s. ETA: 50.3s. Rate: 360.19 forecasts/min
[2026-01-07T20:35:33.861569] [DEBUG] [REMOTE    ] NFLX: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:33.862566] [DEBUG] [LOCAL     ] Loaded configuration for NFLX: 6 features, N/A% accuracy
[2026-01-07T20:35:33.862636] [INFO ] [LOCAL     ] NFLX: Loaded 6 optimal features with 70.18% confidence from JSON config
[2026-01-07T20:35:33.862668] [DEBUG] [MAG       ] Building data for symbol: NFLX with lookback: 0
[2026-01-07T20:35:33.863449] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-07T20:35:33.863520] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:33.868272] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:33.870400] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:35:33.870895] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-07T20:35:33.871798] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-07T20:35:33.874138] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2026-01-07T20:35:33.875636] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:33.884882] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-07T20:35:33.885701] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:33.905479] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-07T20:35:33.907350] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-07T20:35:33.946503] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-07T20:35:33.947814] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-07T20:35:33.988449] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-07T20:35:33.989353] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-07T20:35:33.990623] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-07T20:35:34.064852] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-07T20:35:34.065669] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-07T20:35:34.067470] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-07T20:35:34.070200] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-07T20:35:34.071302] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-07T20:35:34.073284] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-07T20:35:34.074057] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-07T20:35:34.078239] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-07T20:35:34.079377] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-07T20:35:34.080707] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2026-01-07T20:35:34.082214] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-07T20:35:34.085115] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-07T20:35:34.085821] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-07T20:35:34.086514] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-07T20:35:34.088642] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-07T20:35:34.089755] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-07T20:35:34.090458] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-07T20:35:34.091161] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2026-01-07T20:35:34.091854] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-07T20:35:34.094570] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-07T20:35:34.096167] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-07T20:35:34.098588] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2026-01-07T20:35:34.100787] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2026-01-07T20:35:34.104514] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-07T20:35:34.105851] [DEBUG] [MAG       ] APLD: Last date is validated at 2026-01-07
[2026-01-07T20:35:34.122001] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-07T20:35:34.123143] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-07T20:35:34.124797] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-07T20:35:34.125517] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-07T20:35:34.127124] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2026-01-07T20:35:34.128795] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-07T20:35:34.129740] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-07T20:35:34.130931] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-07T20:35:34.133026] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2026-01-07T20:35:34.134541] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2026-01-07T20:35:34.136302] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:34.210049] [DEBUG] [MAG       ] NFLX: Last date is validated at 2026-01-07
[2026-01-07T20:35:34.222252] [DEBUG] [MAG       ] ABG: Last date is validated at 2026-01-07
[2026-01-07T20:35:34.276518] [DEBUG] [MAG       ] APLD: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:34.374593] [DEBUG] [MAG       ] NFLX: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:34.388426] [DEBUG] [MAG       ] ABG: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:34.458535] [INFO ] [LOCAL     ] APLD: Saved forecast.
[2026-01-07T20:35:34.458628] [INFO ] [main      ] APLD: Signal=1 (Conf=90.0%), Magnitude=5.99% (Conf=47.1878%)
[2026-01-07T20:35:34.458994] [INFO ] [main      ] Fetching symbol history for LII...
[2026-01-07T20:35:34.459046] [DEBUG] [REMOTE    ] LII: Fetching historical data.
[2026-01-07T20:35:34.459677] [INFO ] [main      ] Progress: 90/391 forecasts completed (23.0%). APLD finished in 0.8s. ETA: 51.6s. Rate: 349.87 forecasts/min
[2026-01-07T20:35:34.470087] [DEBUG] [REMOTE    ] LII: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:34.471149] [DEBUG] [LOCAL     ] Loaded configuration for LII: 1 features, N/A% accuracy
[2026-01-07T20:35:34.471207] [INFO ] [LOCAL     ] LII: Loaded 1 optimal features with 52.72% confidence from JSON config
[2026-01-07T20:35:34.471238] [DEBUG] [MAG       ] Building data for symbol: LII with lookback: 0
[2026-01-07T20:35:34.472016] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-07T20:35:34.472072] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-07T20:35:34.473183] [DEBUG] [MAG       ] TBIL: Last date is validated at 2026-01-07
[2026-01-07T20:35:34.479228] [INFO ] [LOCAL     ] NFLX: Saved forecast.
[2026-01-07T20:35:34.479295] [INFO ] [main      ] NFLX: Signal=1 (Conf=90.0%), Magnitude=1.93% (Conf=70.1827%)
[2026-01-07T20:35:34.479656] [INFO ] [main      ] Fetching symbol history for SNGX...
[2026-01-07T20:35:34.479708] [DEBUG] [REMOTE    ] SNGX: Fetching historical data.
[2026-01-07T20:35:34.480607] [INFO ] [main      ] Progress: 91/391 forecasts completed (23.3%). NFLX finished in 0.6s. ETA: 51.0s. Rate: 353.28 forecasts/min
[2026-01-07T20:35:34.491407] [DEBUG] [REMOTE    ] SNGX: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:34.492338] [DEBUG] [LOCAL     ] Loaded configuration for SNGX: 5 features, N/A% accuracy
[2026-01-07T20:35:34.492388] [INFO ] [LOCAL     ] SNGX: Loaded 5 optimal features with 43.57% confidence from JSON config
[2026-01-07T20:35:34.492419] [DEBUG] [MAG       ] Building data for symbol: SNGX with lookback: 0
[2026-01-07T20:35:34.493235] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-07T20:35:34.493295] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:34.498017] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-07T20:35:34.498814] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-07T20:35:34.499416] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-07T20:35:34.502141] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2026-01-07T20:35:34.503730] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:34.510288] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:34.510897] [INFO ] [LOCAL     ] ABG: Saved forecast.
[2026-01-07T20:35:34.510972] [INFO ] [main      ] ABG: Signal=1 (Conf=90.0%), Magnitude=-3.76% (Conf=65.5309%)
[2026-01-07T20:35:34.511330] [INFO ] [main      ] Fetching symbol history for WKSP...
[2026-01-07T20:35:34.511382] [DEBUG] [REMOTE    ] WKSP: Fetching historical data.
[2026-01-07T20:35:34.511655] [INFO ] [main      ] Progress: 92/391 forecasts completed (23.5%). ABG finished in 0.7s. ETA: 50.3s. Rate: 356.44 forecasts/min
[2026-01-07T20:35:34.523311] [DEBUG] [REMOTE    ] WKSP: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:34.524259] [DEBUG] [LOCAL     ] Loaded configuration for WKSP: 6 features, N/A% accuracy
[2026-01-07T20:35:34.524316] [INFO ] [LOCAL     ] WKSP: Loaded 6 optimal features with 55.74% confidence from JSON config
[2026-01-07T20:35:34.524350] [DEBUG] [MAG       ] Building data for symbol: WKSP with lookback: 0
[2026-01-07T20:35:34.525184] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-07T20:35:34.525246] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:34.530133] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:34.531962] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:35:34.532449] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-07T20:35:34.533244] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-07T20:35:34.533956] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-07T20:35:34.535518] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:34.647744] [DEBUG] [MAG       ] TBIL: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:34.841754] [DEBUG] [MAG       ] LII: Last date is validated at 2026-01-07
[2026-01-07T20:35:34.845834] [DEBUG] [MAG       ] SNGX: Last date is validated at 2026-01-07
[2026-01-07T20:35:34.876829] [DEBUG] [MAG       ] WKSP: Last date is validated at 2026-01-07
[2026-01-07T20:35:34.918857] [INFO ] [LOCAL     ] TBIL: Saved forecast.
[2026-01-07T20:35:34.918930] [INFO ] [main      ] TBIL: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=14.406%)
[2026-01-07T20:35:34.919366] [INFO ] [main      ] Fetching symbol history for CELZ...
[2026-01-07T20:35:34.919418] [DEBUG] [REMOTE    ] CELZ: Fetching historical data.
[2026-01-07T20:35:34.919667] [INFO ] [main      ] Progress: 93/391 forecasts completed (23.8%). TBIL finished in 1.1s. ETA: 50.9s. Rate: 351.07 forecasts/min
[2026-01-07T20:35:34.930908] [DEBUG] [REMOTE    ] CELZ: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:34.931888] [DEBUG] [LOCAL     ] Loaded configuration for CELZ: 6 features, N/A% accuracy
[2026-01-07T20:35:34.931947] [INFO ] [LOCAL     ] CELZ: Loaded 6 optimal features with 68.76% confidence from JSON config
[2026-01-07T20:35:34.931980] [DEBUG] [MAG       ] Building data for symbol: CELZ with lookback: 0
[2026-01-07T20:35:34.932817] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-07T20:35:34.932878] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:34.937686] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:34.939448] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:35:34.939974] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:35:34.940365] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-07T20:35:34.943155] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-07T20:35:34.943946] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:35.005934] [DEBUG] [MAG       ] LII: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:35.012297] [DEBUG] [MAG       ] SNGX: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:35.044710] [DEBUG] [MAG       ] WKSP: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:35.078634] [INFO ] [LOCAL     ] SNGX: Saved forecast.
[2026-01-07T20:35:35.078711] [INFO ] [main      ] SNGX: Signal=1 (Conf=90.0%), Magnitude=6.43% (Conf=43.5711%)
[2026-01-07T20:35:35.079078] [INFO ] [main      ] Progress: 94/391 forecasts completed (24.0%). SNGX finished in 0.6s. ETA: 50.7s. Rate: 351.32 forecasts/min
[2026-01-07T20:35:35.079205] [INFO ] [main      ] Fetching symbol history for WCLD...
[2026-01-07T20:35:35.079247] [DEBUG] [REMOTE    ] WCLD: Fetching historical data.
[2026-01-07T20:35:35.094527] [DEBUG] [REMOTE    ] WCLD: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:35.095792] [DEBUG] [LOCAL     ] Loaded configuration for WCLD: 5 features, N/A% accuracy
[2026-01-07T20:35:35.095845] [INFO ] [LOCAL     ] WCLD: Loaded 5 optimal features with 53.31% confidence from JSON config
[2026-01-07T20:35:35.095877] [DEBUG] [MAG       ] Building data for symbol: WCLD with lookback: 0
[2026-01-07T20:35:35.096744] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-07T20:35:35.096805] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:35.098500] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:35:35.099031] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-07T20:35:35.099953] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-07T20:35:35.102295] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-07T20:35:35.118647] [INFO ] [LOCAL     ] WKSP: Saved forecast.
[2026-01-07T20:35:35.118722] [INFO ] [main      ] WKSP: Signal=1 (Conf=90.0%), Magnitude=6.33% (Conf=55.7376%)
[2026-01-07T20:35:35.119131] [INFO ] [main      ] Fetching symbol history for TRNS...
[2026-01-07T20:35:35.119184] [DEBUG] [REMOTE    ] TRNS: Fetching historical data.
[2026-01-07T20:35:35.120653] [INFO ] [main      ] Progress: 95/391 forecasts completed (24.3%). WKSP finished in 0.6s. ETA: 50.1s. Rate: 354.14 forecasts/min
[2026-01-07T20:35:35.131004] [DEBUG] [REMOTE    ] TRNS: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:35.133612] [DEBUG] [LOCAL     ] Loaded configuration for TRNS: 2 features, N/A% accuracy
[2026-01-07T20:35:35.133671] [INFO ] [LOCAL     ] TRNS: Loaded 2 optimal features with 53.68% confidence from JSON config
[2026-01-07T20:35:35.133703] [DEBUG] [MAG       ] Building data for symbol: TRNS with lookback: 0
[2026-01-07T20:35:35.134515] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-07T20:35:35.134591] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:35.139325] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-07T20:35:35.144642] [INFO ] [LOCAL     ] LII: Saved forecast.
[2026-01-07T20:35:35.144708] [INFO ] [main      ] LII: Signal=1 (Conf=90.0%), Magnitude=1.39% (Conf=52.7203%)
[2026-01-07T20:35:35.145039] [INFO ] [main      ] Fetching symbol history for ALGN...
[2026-01-07T20:35:35.145089] [DEBUG] [REMOTE    ] ALGN: Fetching historical data.
[2026-01-07T20:35:35.145988] [INFO ] [main      ] Progress: 96/391 forecasts completed (24.6%). LII finished in 0.7s. ETA: 49.5s. Rate: 357.31 forecasts/min
[2026-01-07T20:35:35.154002] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:35.156563] [DEBUG] [REMOTE    ] ALGN: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:35.157503] [DEBUG] [LOCAL     ] Loaded configuration for ALGN: 5 features, N/A% accuracy
[2026-01-07T20:35:35.157560] [INFO ] [LOCAL     ] ALGN: Loaded 5 optimal features with 59.55% confidence from JSON config
[2026-01-07T20:35:35.157623] [DEBUG] [MAG       ] Building data for symbol: ALGN with lookback: 0
[2026-01-07T20:35:35.158392] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-07T20:35:35.158451] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:35.160142] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:35:35.160652] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:35:35.161035] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-07T20:35:35.162030] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-07T20:35:35.163340] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:35.179422] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:35.290999] [DEBUG] [MAG       ] CELZ: Last date is validated at 2026-01-07
[2026-01-07T20:35:35.455953] [DEBUG] [MAG       ] CELZ: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:35.488076] [DEBUG] [MAG       ] TRNS: Last date is validated at 2026-01-07
[2026-01-07T20:35:35.500710] [DEBUG] [MAG       ] ALGN: Last date is validated at 2026-01-07
[2026-01-07T20:35:35.518708] [DEBUG] [MAG       ] WCLD: Last date is validated at 2026-01-07
[2026-01-07T20:35:35.520195] [INFO ] [LOCAL     ] CELZ: Saved forecast.
[2026-01-07T20:35:35.520268] [INFO ] [main      ] CELZ: Signal=1 (Conf=90.0%), Magnitude=7.23% (Conf=68.7642%)
[2026-01-07T20:35:35.520622] [INFO ] [main      ] Fetching symbol history for OBDC...
[2026-01-07T20:35:35.520674] [DEBUG] [REMOTE    ] OBDC: Fetching historical data.
[2026-01-07T20:35:35.520654] [INFO ] [main      ] Progress: 97/391 forecasts completed (24.8%). CELZ finished in 0.6s. ETA: 50.0s. Rate: 352.83 forecasts/min
[2026-01-07T20:35:35.532188] [DEBUG] [REMOTE    ] OBDC: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:35.533103] [DEBUG] [LOCAL     ] Loaded configuration for OBDC: 4 features, N/A% accuracy
[2026-01-07T20:35:35.533155] [INFO ] [LOCAL     ] OBDC: Loaded 4 optimal features with 48.76% confidence from JSON config
[2026-01-07T20:35:35.533186] [DEBUG] [MAG       ] Building data for symbol: OBDC with lookback: 0
[2026-01-07T20:35:35.533987] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-07T20:35:35.534048] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-07T20:35:35.534972] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-07T20:35:35.535839] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-07T20:35:35.537831] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-07T20:35:35.538546] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:35.653014] [DEBUG] [MAG       ] TRNS: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:35.670753] [DEBUG] [MAG       ] ALGN: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:35.690589] [DEBUG] [MAG       ] WCLD: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:35.761004] [INFO ] [LOCAL     ] TRNS: Saved forecast.
[2026-01-07T20:35:35.761080] [INFO ] [main      ] TRNS: Signal=1 (Conf=90.0%), Magnitude=3.11% (Conf=53.6793%)
[2026-01-07T20:35:35.761243] [INFO ] [main      ] Fetching symbol history for SUZ...
[2026-01-07T20:35:35.761287] [DEBUG] [REMOTE    ] SUZ: Fetching historical data.
[2026-01-07T20:35:35.761895] [INFO ] [main      ] Progress: 98/391 forecasts completed (25.1%). TRNS finished in 0.6s. ETA: 50.0s. Rate: 351.33 forecasts/min
[2026-01-07T20:35:35.772538] [DEBUG] [REMOTE    ] SUZ: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:35.773002] [INFO ] [LOCAL     ] WCLD: Saved forecast.
[2026-01-07T20:35:35.773076] [INFO ] [main      ] WCLD: Signal=1 (Conf=90.0%), Magnitude=-1.55% (Conf=53.3077%)
[2026-01-07T20:35:35.773445] [INFO ] [main      ] Fetching symbol history for DGICA...
[2026-01-07T20:35:35.773429] [INFO ] [main      ] Progress: 99/391 forecasts completed (25.3%). WCLD finished in 0.7s. ETA: 49.4s. Rate: 354.67 forecasts/min
[2026-01-07T20:35:35.773474] [DEBUG] [LOCAL     ] Loaded configuration for SUZ: 2 features, N/A% accuracy
[2026-01-07T20:35:35.773496] [DEBUG] [REMOTE    ] DGICA: Fetching historical data.
[2026-01-07T20:35:35.773527] [INFO ] [LOCAL     ] SUZ: Loaded 2 optimal features with 61.98% confidence from JSON config
[2026-01-07T20:35:35.773559] [DEBUG] [MAG       ] Building data for symbol: SUZ with lookback: 0
[2026-01-07T20:35:35.774359] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-07T20:35:35.774418] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-07T20:35:35.785064] [DEBUG] [REMOTE    ] DGICA: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:35.786922] [DEBUG] [LOCAL     ] Loaded configuration for DGICA: 2 features, N/A% accuracy
[2026-01-07T20:35:35.786979] [INFO ] [LOCAL     ] DGICA: Loaded 2 optimal features with 52.64% confidence from JSON config
[2026-01-07T20:35:35.787020] [DEBUG] [MAG       ] Building data for symbol: DGICA with lookback: 0
[2026-01-07T20:35:35.787894] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-07T20:35:35.787954] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:35.792958] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-07T20:35:35.794208] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:35.797191] [INFO ] [LOCAL     ] ALGN: Saved forecast.
[2026-01-07T20:35:35.797261] [INFO ] [main      ] ALGN: Signal=1 (Conf=90.0%), Magnitude=-3.63% (Conf=59.5514%)
[2026-01-07T20:35:35.797637] [INFO ] [main      ] Progress: 100/391 forecasts completed (25.6%). ALGN finished in 0.7s. ETA: 48.8s. Rate: 357.73 forecasts/min
[2026-01-07T20:35:35.797821] [INFO ] [main      ] Fetching symbol history for AAP...
[2026-01-07T20:35:35.797869] [DEBUG] [REMOTE    ] AAP: Fetching historical data.
[2026-01-07T20:35:35.808512] [DEBUG] [REMOTE    ] AAP: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:35.809353] [DEBUG] [LOCAL     ] Loaded configuration for AAP: 5 features, N/A% accuracy
[2026-01-07T20:35:35.809408] [INFO ] [LOCAL     ] AAP: Loaded 5 optimal features with 47.83% confidence from JSON config
[2026-01-07T20:35:35.809440] [DEBUG] [MAG       ] Building data for symbol: AAP with lookback: 0
[2026-01-07T20:35:35.810260] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-07T20:35:35.810321] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-07T20:35:35.811205] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-07T20:35:35.812192] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-07T20:35:35.814196] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2026-01-07T20:35:35.815853] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:35.860886] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-07T20:35:35.865086] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-07T20:35:35.866389] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:35.880096] [DEBUG] [MAG       ] OBDC: Last date is validated at 2026-01-07
[2026-01-07T20:35:36.046534] [DEBUG] [MAG       ] OBDC: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:36.112633] [INFO ] [LOCAL     ] OBDC: Saved forecast.
[2026-01-07T20:35:36.112705] [INFO ] [main      ] OBDC: Signal=1 (Conf=90.0%), Magnitude=-2.41% (Conf=48.7647%)
[2026-01-07T20:35:36.113070] [INFO ] [main      ] Fetching symbol history for ENTX...
[2026-01-07T20:35:36.113120] [DEBUG] [REMOTE    ] ENTX: Fetching historical data.
[2026-01-07T20:35:36.113657] [INFO ] [main      ] Progress: 101/391 forecasts completed (25.8%). OBDC finished in 0.6s. ETA: 49.1s. Rate: 354.63 forecasts/min
[2026-01-07T20:35:36.125208] [DEBUG] [REMOTE    ] ENTX: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:36.126328] [DEBUG] [LOCAL     ] Loaded configuration for ENTX: 1 features, N/A% accuracy
[2026-01-07T20:35:36.126380] [INFO ] [LOCAL     ] ENTX: Loaded 1 optimal features with 61.18% confidence from JSON config
[2026-01-07T20:35:36.126413] [DEBUG] [MAG       ] Building data for symbol: ENTX with lookback: 0
[2026-01-07T20:35:36.127236] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-07T20:35:36.127295] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-07T20:35:36.130000] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:36.142887] [DEBUG] [MAG       ] DGICA: Last date is validated at 2026-01-07
[2026-01-07T20:35:36.151188] [DEBUG] [MAG       ] SUZ: Last date is validated at 2026-01-07
[2026-01-07T20:35:36.198355] [DEBUG] [MAG       ] AAP: Last date is validated at 2026-01-07
[2026-01-07T20:35:36.316050] [DEBUG] [MAG       ] DGICA: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:36.316739] [DEBUG] [MAG       ] SUZ: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:36.365178] [DEBUG] [MAG       ] AAP: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:36.373402] [INFO ] [LOCAL     ] SUZ: Saved forecast.
[2026-01-07T20:35:36.373471] [INFO ] [main      ] SUZ: Signal=1 (Conf=90.0%), Magnitude=0.43% (Conf=61.9798%)
[2026-01-07T20:35:36.373838] [INFO ] [main      ] Fetching symbol history for AM...
[2026-01-07T20:35:36.373891] [DEBUG] [REMOTE    ] AM: Fetching historical data.
[2026-01-07T20:35:36.374665] [INFO ] [main      ] Progress: 102/391 forecasts completed (26.1%). SUZ finished in 0.6s. ETA: 49.2s. Rate: 352.75 forecasts/min
[2026-01-07T20:35:36.380700] [INFO ] [LOCAL     ] DGICA: Saved forecast.
[2026-01-07T20:35:36.380771] [INFO ] [main      ] DGICA: Signal=1 (Conf=90.0%), Magnitude=0.01% (Conf=52.6418%)
[2026-01-07T20:35:36.381160] [INFO ] [main      ] Fetching symbol history for BSJS...
[2026-01-07T20:35:36.381213] [DEBUG] [REMOTE    ] BSJS: Fetching historical data.
[2026-01-07T20:35:36.381638] [INFO ] [main      ] Progress: 103/391 forecasts completed (26.3%). DGICA finished in 0.6s. ETA: 48.5s. Rate: 356.07 forecasts/min
[2026-01-07T20:35:36.385641] [DEBUG] [REMOTE    ] AM: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:36.386903] [DEBUG] [LOCAL     ] Loaded configuration for AM: 5 features, N/A% accuracy
[2026-01-07T20:35:36.386955] [INFO ] [LOCAL     ] AM: Loaded 5 optimal features with 44.92% confidence from JSON config
[2026-01-07T20:35:36.386986] [DEBUG] [MAG       ] Building data for symbol: AM with lookback: 0
[2026-01-07T20:35:36.387781] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-07T20:35:36.387841] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:36.392676] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-07T20:35:36.393144] [DEBUG] [REMOTE    ] BSJS: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:36.394352] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-07T20:35:36.394857] [DEBUG] [LOCAL     ] Loaded configuration for BSJS: 8 features, N/A% accuracy
[2026-01-07T20:35:36.394908] [INFO ] [LOCAL     ] BSJS: Loaded 8 optimal features with 30.56% confidence from JSON config
[2026-01-07T20:35:36.394939] [DEBUG] [MAG       ] Building data for symbol: BSJS with lookback: 0
[2026-01-07T20:35:36.395742] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-07T20:35:36.395805] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:36.396139] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-07T20:35:36.397336] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:36.399196] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:36.400699] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:36.402525] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:35:36.403042] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:35:36.403508] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:35:36.403938] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-07T20:35:36.405055] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-07T20:35:36.407085] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2026-01-07T20:35:36.408512] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:36.470540] [DEBUG] [MAG       ] ENTX: Last date is validated at 2026-01-07
[2026-01-07T20:35:36.483757] [INFO ] [LOCAL     ] AAP: Saved forecast.
[2026-01-07T20:35:36.483834] [INFO ] [main      ] AAP: Signal=1 (Conf=90.0%), Magnitude=2.10% (Conf=47.8253%)
[2026-01-07T20:35:36.483997] [INFO ] [main      ] Fetching symbol history for SRAD...
[2026-01-07T20:35:36.484040] [DEBUG] [REMOTE    ] SRAD: Fetching historical data.
[2026-01-07T20:35:36.484834] [INFO ] [main      ] Progress: 104/391 forecasts completed (26.6%). AAP finished in 0.7s. ETA: 48.2s. Rate: 357.40 forecasts/min
[2026-01-07T20:35:36.495823] [DEBUG] [REMOTE    ] SRAD: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:36.496927] [DEBUG] [LOCAL     ] Loaded configuration for SRAD: 4 features, N/A% accuracy
[2026-01-07T20:35:36.497302] [INFO ] [LOCAL     ] SRAD: Loaded 4 optimal features with 45.50% confidence from JSON config
[2026-01-07T20:35:36.497336] [DEBUG] [MAG       ] Building data for symbol: SRAD with lookback: 0
[2026-01-07T20:35:36.498167] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-07T20:35:36.498228] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-07T20:35:36.499109] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-07T20:35:36.500367] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-07T20:35:36.502175] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-07T20:35:36.503052] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:36.645649] [DEBUG] [MAG       ] ENTX: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:36.702011] [INFO ] [LOCAL     ] ENTX: Saved forecast.
[2026-01-07T20:35:36.702082] [INFO ] [main      ] ENTX: Signal=1 (Conf=90.0%), Magnitude=-0.40% (Conf=61.1758%)
[2026-01-07T20:35:36.702512] [INFO ] [main      ] Fetching symbol history for FELE...
[2026-01-07T20:35:36.702588] [DEBUG] [REMOTE    ] FELE: Fetching historical data.
[2026-01-07T20:35:36.702660] [INFO ] [main      ] Progress: 105/391 forecasts completed (26.9%). ENTX finished in 0.6s. ETA: 48.1s. Rate: 356.39 forecasts/min
[2026-01-07T20:35:36.714652] [DEBUG] [REMOTE    ] FELE: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:36.715871] [DEBUG] [LOCAL     ] Loaded configuration for FELE: 7 features, N/A% accuracy
[2026-01-07T20:35:36.715927] [INFO ] [LOCAL     ] FELE: Loaded 7 optimal features with 50.01% confidence from JSON config
[2026-01-07T20:35:36.715960] [DEBUG] [MAG       ] Building data for symbol: FELE with lookback: 0
[2026-01-07T20:35:36.716866] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-07T20:35:36.716931] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-07T20:35:36.717911] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:36.719841] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:35:36.720349] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-07T20:35:36.721461] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-07T20:35:36.723285] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-07T20:35:36.724464] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-07T20:35:36.725215] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:36.739672] [DEBUG] [MAG       ] AM: Last date is validated at 2026-01-07
[2026-01-07T20:35:36.751068] [DEBUG] [MAG       ] BSJS: Last date is validated at 2026-01-07
[2026-01-07T20:35:36.844180] [DEBUG] [MAG       ] SRAD: Last date is validated at 2026-01-07
[2026-01-07T20:35:36.913410] [DEBUG] [MAG       ] AM: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:36.918105] [DEBUG] [MAG       ] BSJS: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:36.977941] [INFO ] [LOCAL     ] BSJS: Saved forecast.
[2026-01-07T20:35:36.978007] [INFO ] [main      ] BSJS: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=30.5632%)
[2026-01-07T20:35:36.978502] [INFO ] [main      ] Fetching symbol history for REVG...
[2026-01-07T20:35:36.978547] [DEBUG] [REMOTE    ] REVG: Fetching historical data.
[2026-01-07T20:35:36.979663] [INFO ] [main      ] Progress: 106/391 forecasts completed (27.1%). BSJS finished in 0.6s. ETA: 48.3s. Rate: 354.23 forecasts/min
[2026-01-07T20:35:36.990463] [DEBUG] [REMOTE    ] REVG: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:36.991481] [DEBUG] [LOCAL     ] Loaded configuration for REVG: 10 features, N/A% accuracy
[2026-01-07T20:35:36.991532] [INFO ] [LOCAL     ] REVG: Loaded 10 optimal features with 46.16% confidence from JSON config
[2026-01-07T20:35:36.991563] [DEBUG] [MAG       ] Building data for symbol: REVG with lookback: 0
[2026-01-07T20:35:36.992357] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2026-01-07T20:35:36.992420] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:36.997211] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:36.998987] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:35:36.999466] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:35:36.999963] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:35:37.000405] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-07T20:35:37.001155] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-07T20:35:37.002094] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2026-01-07T20:35:37.002783] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-07T20:35:37.003858] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-07T20:35:37.005801] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:37.010185] [DEBUG] [MAG       ] SRAD: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:37.058422] [INFO ] [LOCAL     ] AM: Saved forecast.
[2026-01-07T20:35:37.058489] [INFO ] [main      ] AM: Signal=1 (Conf=90.0%), Magnitude=0.94% (Conf=44.9206%)
[2026-01-07T20:35:37.058675] [INFO ] [main      ] Fetching symbol history for TEX...
[2026-01-07T20:35:37.058721] [DEBUG] [REMOTE    ] TEX: Fetching historical data.
[2026-01-07T20:35:37.060011] [INFO ] [main      ] Progress: 107/391 forecasts completed (27.4%). AM finished in 0.7s. ETA: 47.9s. Rate: 355.98 forecasts/min
[2026-01-07T20:35:37.070149] [DEBUG] [REMOTE    ] TEX: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:37.071180] [DEBUG] [LOCAL     ] Loaded configuration for TEX: 5 features, N/A% accuracy
[2026-01-07T20:35:37.071890] [INFO ] [LOCAL     ] TEX: Loaded 5 optimal features with 38.05% confidence from JSON config
[2026-01-07T20:35:37.071928] [DEBUG] [MAG       ] Building data for symbol: TEX with lookback: 0
[2026-01-07T20:35:37.072739] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-07T20:35:37.072799] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:37.080355] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:37.082489] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:35:37.083106] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:35:37.083613] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-07T20:35:37.084910] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:37.085428] [DEBUG] [MAG       ] FELE: Last date is validated at 2026-01-07
[2026-01-07T20:35:37.087919] [INFO ] [LOCAL     ] SRAD: Saved forecast.
[2026-01-07T20:35:37.087993] [INFO ] [main      ] SRAD: Signal=1 (Conf=90.0%), Magnitude=1.47% (Conf=45.4979%)
[2026-01-07T20:35:37.088314] [INFO ] [main      ] Progress: 108/391 forecasts completed (27.6%). SRAD finished in 0.6s. ETA: 47.3s. Rate: 358.74 forecasts/min
[2026-01-07T20:35:37.088425] [INFO ] [main      ] Fetching symbol history for IESC...
[2026-01-07T20:35:37.088475] [DEBUG] [REMOTE    ] IESC: Fetching historical data.
[2026-01-07T20:35:37.099077] [DEBUG] [REMOTE    ] IESC: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:37.100131] [DEBUG] [LOCAL     ] Loaded configuration for IESC: 3 features, N/A% accuracy
[2026-01-07T20:35:37.100182] [INFO ] [LOCAL     ] IESC: Loaded 3 optimal features with 54.64% confidence from JSON config
[2026-01-07T20:35:37.100213] [DEBUG] [MAG       ] Building data for symbol: IESC with lookback: 0
[2026-01-07T20:35:37.101211] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-07T20:35:37.101270] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-07T20:35:37.103624] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-07T20:35:37.104772] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-07T20:35:37.107459] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:37.266587] [DEBUG] [MAG       ] FELE: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:37.352318] [DEBUG] [MAG       ] REVG: Last date is validated at 2026-01-07
[2026-01-07T20:35:37.367675] [INFO ] [LOCAL     ] FELE: Saved forecast.
[2026-01-07T20:35:37.367744] [INFO ] [main      ] FELE: Signal=1 (Conf=90.0%), Magnitude=-2.33% (Conf=50.0096%)
[2026-01-07T20:35:37.368178] [INFO ] [main      ] Fetching symbol history for IRTC...
[2026-01-07T20:35:37.368229] [DEBUG] [REMOTE    ] IRTC: Fetching historical data.
[2026-01-07T20:35:37.368654] [INFO ] [main      ] Progress: 109/391 forecasts completed (27.9%). FELE finished in 0.7s. ETA: 47.5s. Rate: 356.53 forecasts/min
[2026-01-07T20:35:37.380367] [DEBUG] [REMOTE    ] IRTC: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:37.381522] [DEBUG] [LOCAL     ] Loaded configuration for IRTC: 3 features, N/A% accuracy
[2026-01-07T20:35:37.381594] [INFO ] [LOCAL     ] IRTC: Loaded 3 optimal features with 46.90% confidence from JSON config
[2026-01-07T20:35:37.381630] [DEBUG] [MAG       ] Building data for symbol: IRTC with lookback: 0
[2026-01-07T20:35:37.382474] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-07T20:35:37.382536] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-07T20:35:37.383431] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-07T20:35:37.385196] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-07T20:35:37.387213] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:37.451777] [DEBUG] [MAG       ] IESC: Last date is validated at 2026-01-07
[2026-01-07T20:35:37.461069] [DEBUG] [MAG       ] TEX: Last date is validated at 2026-01-07
[2026-01-07T20:35:37.525035] [DEBUG] [MAG       ] REVG: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:37.619901] [DEBUG] [MAG       ] IESC: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:37.626355] [INFO ] [LOCAL     ] REVG: Saved forecast.
[2026-01-07T20:35:37.626423] [INFO ] [main      ] REVG: Signal=1 (Conf=90.0%), Magnitude=0.64% (Conf=46.1566%)
[2026-01-07T20:35:37.626804] [INFO ] [main      ] Fetching symbol history for PRTA...
[2026-01-07T20:35:37.626855] [DEBUG] [REMOTE    ] PRTA: Fetching historical data.
[2026-01-07T20:35:37.627650] [INFO ] [main      ] Progress: 110/391 forecasts completed (28.1%). REVG finished in 0.6s. ETA: 47.5s. Rate: 354.79 forecasts/min
[2026-01-07T20:35:37.634303] [DEBUG] [MAG       ] TEX: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:37.638677] [DEBUG] [REMOTE    ] PRTA: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:37.639661] [DEBUG] [LOCAL     ] Loaded configuration for PRTA: 5 features, N/A% accuracy
[2026-01-07T20:35:37.639719] [INFO ] [LOCAL     ] PRTA: Loaded 5 optimal features with 58.13% confidence from JSON config
[2026-01-07T20:35:37.639750] [DEBUG] [MAG       ] Building data for symbol: PRTA with lookback: 0
[2026-01-07T20:35:37.640599] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-07T20:35:37.640660] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:37.645425] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-07T20:35:37.646245] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-07T20:35:37.730971] [INFO ] [LOCAL     ] TEX: Saved forecast.
[2026-01-07T20:35:37.731057] [INFO ] [main      ] TEX: Signal=1 (Conf=90.0%), Magnitude=2.32% (Conf=38.0518%)
[2026-01-07T20:35:37.731463] [INFO ] [main      ] Fetching symbol history for AAPL...
[2026-01-07T20:35:37.731514] [DEBUG] [REMOTE    ] AAPL: Fetching historical data.
[2026-01-07T20:35:37.731526] [INFO ] [main      ] Progress: 111/391 forecasts completed (28.4%). TEX finished in 0.7s. ETA: 47.2s. Rate: 356.03 forecasts/min
[2026-01-07T20:35:37.734075] [DEBUG] [MAG       ] IRTC: Last date is validated at 2026-01-07
[2026-01-07T20:35:37.743837] [DEBUG] [REMOTE    ] AAPL: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:37.745104] [DEBUG] [LOCAL     ] Loaded configuration for AAPL: 0 features, N/A% accuracy
[2026-01-07T20:35:37.745159] [INFO ] [LOCAL     ] AAPL: Loaded 0 optimal features with 50.41% confidence from JSON config
[2026-01-07T20:35:37.745190] [DEBUG] [MAG       ] Building data for symbol: AAPL with lookback: 0
[2026-01-07T20:35:37.746110] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2026-01-07T20:35:37.755641] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-07T20:35:37.756493] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-07T20:35:37.757798] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:37.773529] [INFO ] [LOCAL     ] IESC: Saved forecast.
[2026-01-07T20:35:37.773609] [INFO ] [main      ] IESC: Signal=1 (Conf=90.0%), Magnitude=-2.15% (Conf=54.6362%)
[2026-01-07T20:35:37.773769] [INFO ] [main      ] Fetching symbol history for EVN...
[2026-01-07T20:35:37.773812] [DEBUG] [REMOTE    ] EVN: Fetching historical data.
[2026-01-07T20:35:37.774830] [INFO ] [main      ] Progress: 112/391 forecasts completed (28.6%). IESC finished in 0.7s. ETA: 46.7s. Rate: 358.41 forecasts/min
[2026-01-07T20:35:37.785506] [DEBUG] [REMOTE    ] EVN: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:37.786465] [DEBUG] [LOCAL     ] Loaded configuration for EVN: 8 features, N/A% accuracy
[2026-01-07T20:35:37.786516] [INFO ] [LOCAL     ] EVN: Loaded 8 optimal features with 58.91% confidence from JSON config
[2026-01-07T20:35:37.786548] [DEBUG] [MAG       ] Building data for symbol: EVN with lookback: 0
[2026-01-07T20:35:37.787336] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-07T20:35:37.787400] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-07T20:35:37.789773] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-07T20:35:37.898995] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-07T20:35:37.899781] [DEBUG] [MAG       ] IRTC: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:37.900941] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-07T20:35:37.978795] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:37.980505] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:35:37.980972] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-07T20:35:37.982045] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-07T20:35:37.984099] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:38.039070] [INFO ] [LOCAL     ] IRTC: Saved forecast.
[2026-01-07T20:35:38.039141] [INFO ] [main      ] IRTC: Signal=1 (Conf=90.0%), Magnitude=0.21% (Conf=46.9018%)
[2026-01-07T20:35:38.039544] [INFO ] [main      ] Fetching symbol history for RHI...
[2026-01-07T20:35:38.039614] [DEBUG] [REMOTE    ] RHI: Fetching historical data.
[2026-01-07T20:35:38.039666] [INFO ] [main      ] Progress: 113/391 forecasts completed (28.9%). IRTC finished in 0.7s. ETA: 46.8s. Rate: 356.57 forecasts/min
[2026-01-07T20:35:38.051172] [DEBUG] [REMOTE    ] RHI: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:38.052163] [DEBUG] [LOCAL     ] Loaded configuration for RHI: 9 features, N/A% accuracy
[2026-01-07T20:35:38.052217] [INFO ] [LOCAL     ] RHI: Loaded 9 optimal features with 50.97% confidence from JSON config
[2026-01-07T20:35:38.052247] [DEBUG] [MAG       ] Building data for symbol: RHI with lookback: 0
[2026-01-07T20:35:38.053091] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-07T20:35:38.053155] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:38.058109] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:38.059979] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:35:38.060495] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-07T20:35:38.087915] [DEBUG] [MAG       ] AAPL: Last date is validated at 2026-01-07
[2026-01-07T20:35:38.098079] [DEBUG] [MAG       ] PRTA: Last date is validated at 2026-01-07
[2026-01-07T20:35:38.110999] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-07T20:35:38.190118] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-07T20:35:38.191414] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-07T20:35:38.193134] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-07T20:35:38.194196] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-07T20:35:38.194885] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:38.254563] [DEBUG] [MAG       ] AAPL: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:38.284969] [DEBUG] [MAG       ] PRTA: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:38.321528] [DEBUG] [MAG       ] EVN: Last date is validated at 2026-01-07
[2026-01-07T20:35:38.360099] [INFO ] [LOCAL     ] PRTA: Saved forecast.
[2026-01-07T20:35:38.360183] [INFO ] [main      ] PRTA: Signal=1 (Conf=90.0%), Magnitude=-6.57% (Conf=58.1264%)
[2026-01-07T20:35:38.360380] [INFO ] [main      ] Fetching symbol history for CLBK...
[2026-01-07T20:35:38.360437] [DEBUG] [REMOTE    ] CLBK: Fetching historical data.
[2026-01-07T20:35:38.361655] [INFO ] [main      ] Progress: 114/391 forecasts completed (29.2%). PRTA finished in 0.7s. ETA: 47.0s. Rate: 353.74 forecasts/min
[2026-01-07T20:35:38.372422] [DEBUG] [REMOTE    ] CLBK: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:38.373529] [DEBUG] [LOCAL     ] Loaded configuration for CLBK: 7 features, N/A% accuracy
[2026-01-07T20:35:38.373617] [INFO ] [LOCAL     ] CLBK: Loaded 7 optimal features with 60.32% confidence from JSON config
[2026-01-07T20:35:38.373663] [DEBUG] [MAG       ] Building data for symbol: CLBK with lookback: 0
[2026-01-07T20:35:38.374562] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-07T20:35:38.374645] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:38.376377] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:35:38.376921] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:35:38.377335] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-07T20:35:38.378113] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-07T20:35:38.380738] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-07T20:35:38.381874] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-07T20:35:38.383998] [INFO ] [LOCAL     ] AAPL: Saved forecast.
[2026-01-07T20:35:38.384071] [INFO ] [main      ] AAPL: Signal=1 (Conf=90.0%), Magnitude=0.93% (Conf=50.4091%)
[2026-01-07T20:35:38.384320] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:38.384431] [INFO ] [main      ] Fetching symbol history for PFG...
[2026-01-07T20:35:38.384482] [DEBUG] [REMOTE    ] PFG: Fetching historical data.
[2026-01-07T20:35:38.384618] [INFO ] [main      ] Progress: 115/391 forecasts completed (29.4%). AAPL finished in 0.7s. ETA: 46.5s. Rate: 356.42 forecasts/min
[2026-01-07T20:35:38.395942] [DEBUG] [REMOTE    ] PFG: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:38.397065] [DEBUG] [LOCAL     ] Loaded configuration for PFG: 3 features, N/A% accuracy
[2026-01-07T20:35:38.397121] [INFO ] [LOCAL     ] PFG: Loaded 3 optimal features with 57.63% confidence from JSON config
[2026-01-07T20:35:38.397152] [DEBUG] [MAG       ] Building data for symbol: PFG with lookback: 0
[2026-01-07T20:35:38.397977] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-07T20:35:38.398038] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:38.402971] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:38.404744] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:35:38.405224] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:38.491248] [DEBUG] [MAG       ] EVN: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:38.538652] [DEBUG] [MAG       ] RHI: Last date is validated at 2026-01-07
[2026-01-07T20:35:38.551870] [INFO ] [LOCAL     ] EVN: Saved forecast.
[2026-01-07T20:35:38.551938] [INFO ] [main      ] EVN: Signal=1 (Conf=90.0%), Magnitude=0.01% (Conf=58.914%)
[2026-01-07T20:35:38.552292] [INFO ] [main      ] Progress: 116/391 forecasts completed (29.7%). EVN finished in 0.8s. ETA: 46.3s. Rate: 356.43 forecasts/min
[2026-01-07T20:35:38.552414] [INFO ] [main      ] Fetching symbol history for AMBP...
[2026-01-07T20:35:38.552456] [DEBUG] [REMOTE    ] AMBP: Fetching historical data.
[2026-01-07T20:35:38.563005] [DEBUG] [REMOTE    ] AMBP: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:38.564029] [DEBUG] [LOCAL     ] Loaded configuration for AMBP: 5 features, N/A% accuracy
[2026-01-07T20:35:38.564081] [INFO ] [LOCAL     ] AMBP: Loaded 5 optimal features with 53.11% confidence from JSON config
[2026-01-07T20:35:38.564112] [DEBUG] [MAG       ] Building data for symbol: AMBP with lookback: 0
[2026-01-07T20:35:38.564892] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-07T20:35:38.564953] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:38.566622] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:35:38.567102] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-07T20:35:38.568008] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-07T20:35:38.568964] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-07T20:35:38.570003] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:38.706193] [DEBUG] [MAG       ] RHI: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:38.727258] [DEBUG] [MAG       ] CLBK: Last date is validated at 2026-01-07
[2026-01-07T20:35:38.750336] [DEBUG] [MAG       ] PFG: Last date is validated at 2026-01-07
[2026-01-07T20:35:38.799100] [INFO ] [LOCAL     ] RHI: Saved forecast.
[2026-01-07T20:35:38.799170] [INFO ] [main      ] RHI: Signal=1 (Conf=90.0%), Magnitude=1.16% (Conf=50.9731%)
[2026-01-07T20:35:38.799558] [INFO ] [main      ] Fetching symbol history for STLD...
[2026-01-07T20:35:38.799625] [DEBUG] [REMOTE    ] STLD: Fetching historical data.
[2026-01-07T20:35:38.800653] [INFO ] [main      ] Progress: 117/391 forecasts completed (29.9%). RHI finished in 0.8s. ETA: 46.3s. Rate: 354.99 forecasts/min
[2026-01-07T20:35:38.811646] [DEBUG] [REMOTE    ] STLD: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:38.812626] [DEBUG] [LOCAL     ] Loaded configuration for STLD: 9 features, N/A% accuracy
[2026-01-07T20:35:38.812677] [INFO ] [LOCAL     ] STLD: Loaded 9 optimal features with 60.12% confidence from JSON config
[2026-01-07T20:35:38.812708] [DEBUG] [MAG       ] Building data for symbol: STLD with lookback: 0
[2026-01-07T20:35:38.813470] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-07T20:35:38.813533] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:38.818302] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:38.820089] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:35:38.820565] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:35:38.824092] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-07T20:35:38.824869] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-07T20:35:38.864139] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-07T20:35:38.866246] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-07T20:35:38.870627] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-07T20:35:38.871737] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:38.891739] [DEBUG] [MAG       ] CLBK: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:38.907992] [DEBUG] [MAG       ] AMBP: Last date is validated at 2026-01-07
[2026-01-07T20:35:38.926244] [DEBUG] [MAG       ] PFG: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:38.960561] [INFO ] [LOCAL     ] CLBK: Saved forecast.
[2026-01-07T20:35:38.960688] [INFO ] [main      ] CLBK: Signal=1 (Conf=90.0%), Magnitude=0.56% (Conf=60.3159%)
[2026-01-07T20:35:38.960852] [INFO ] [main      ] Fetching symbol history for SHLS...
[2026-01-07T20:35:38.960896] [DEBUG] [REMOTE    ] SHLS: Fetching historical data.
[2026-01-07T20:35:38.962652] [INFO ] [main      ] Progress: 118/391 forecasts completed (30.2%). CLBK finished in 0.6s. ETA: 46.1s. Rate: 355.11 forecasts/min
[2026-01-07T20:35:38.972685] [DEBUG] [REMOTE    ] SHLS: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:38.973656] [DEBUG] [LOCAL     ] Loaded configuration for SHLS: 10 features, N/A% accuracy
[2026-01-07T20:35:38.973707] [INFO ] [LOCAL     ] SHLS: Loaded 10 optimal features with 54.28% confidence from JSON config
[2026-01-07T20:35:38.973739] [DEBUG] [MAG       ] Building data for symbol: SHLS with lookback: 0
[2026-01-07T20:35:38.974527] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2026-01-07T20:35:38.974612] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-07T20:35:39.023034] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-07T20:35:39.023366] [INFO ] [LOCAL     ] PFG: Saved forecast.
[2026-01-07T20:35:39.023448] [INFO ] [main      ] PFG: Signal=1 (Conf=90.0%), Magnitude=1.00% (Conf=57.6295%)
[2026-01-07T20:35:39.023632] [INFO ] [main      ] Fetching symbol history for ALZN...
[2026-01-07T20:35:39.023680] [DEBUG] [REMOTE    ] ALZN: Fetching historical data.
[2026-01-07T20:35:39.024534] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-07T20:35:39.024624] [INFO ] [main      ] Progress: 119/391 forecasts completed (30.4%). PFG finished in 0.6s. ETA: 45.7s. Rate: 357.01 forecasts/min
[2026-01-07T20:35:39.025266] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-07T20:35:39.028291] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-07T20:35:39.028984] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-07T20:35:39.029889] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-07T20:35:39.030742] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-07T20:35:39.033531] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2026-01-07T20:35:39.035863] [DEBUG] [REMOTE    ] ALZN: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:39.036989] [DEBUG] [LOCAL     ] Loaded configuration for ALZN: 7 features, N/A% accuracy
[2026-01-07T20:35:39.037049] [INFO ] [LOCAL     ] ALZN: Loaded 7 optimal features with 67.64% confidence from JSON config
[2026-01-07T20:35:39.037081] [DEBUG] [MAG       ] Building data for symbol: ALZN with lookback: 0
[2026-01-07T20:35:39.037418] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-07T20:35:39.037961] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-07T20:35:39.038027] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:39.038537] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:39.039879] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:35:39.040532] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:35:39.040988] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-07T20:35:39.076972] [DEBUG] [MAG       ] AMBP: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:39.132693] [INFO ] [LOCAL     ] AMBP: Saved forecast.
[2026-01-07T20:35:39.132762] [INFO ] [main      ] AMBP: Signal=1 (Conf=90.0%), Magnitude=-1.22% (Conf=53.1095%)
[2026-01-07T20:35:39.133154] [INFO ] [main      ] Progress: 120/391 forecasts completed (30.7%). AMBP finished in 0.6s. ETA: 45.4s. Rate: 358.07 forecasts/min
[2026-01-07T20:35:39.133284] [INFO ] [main      ] Fetching symbol history for AIPI...
[2026-01-07T20:35:39.133335] [DEBUG] [REMOTE    ] AIPI: Fetching historical data.
[2026-01-07T20:35:39.144653] [DEBUG] [REMOTE    ] AIPI: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:39.145555] [DEBUG] [LOCAL     ] Loaded configuration for AIPI: 1 features, N/A% accuracy
[2026-01-07T20:35:39.145634] [INFO ] [LOCAL     ] AIPI: Loaded 1 optimal features with 55.59% confidence from JSON config
[2026-01-07T20:35:39.145667] [DEBUG] [MAG       ] Building data for symbol: AIPI with lookback: 0
[2026-01-07T20:35:39.146424] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-07T20:35:39.146482] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-07T20:35:39.147210] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:39.157472] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-07T20:35:39.198275] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-07T20:35:39.199343] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-07T20:35:39.200023] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:39.206090] [DEBUG] [MAG       ] STLD: Last date is validated at 2026-01-07
[2026-01-07T20:35:39.386771] [DEBUG] [MAG       ] SHLS: Last date is validated at 2026-01-07
[2026-01-07T20:35:39.395143] [DEBUG] [MAG       ] STLD: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:39.484409] [DEBUG] [MAG       ] AIPI: Last date is validated at 2026-01-07
[2026-01-07T20:35:39.530729] [INFO ] [LOCAL     ] STLD: Saved forecast.
[2026-01-07T20:35:39.530799] [INFO ] [main      ] STLD: Signal=1 (Conf=90.0%), Magnitude=-0.61% (Conf=60.1177%)
[2026-01-07T20:35:39.531210] [INFO ] [main      ] Fetching symbol history for SNTI...
[2026-01-07T20:35:39.531263] [DEBUG] [REMOTE    ] SNTI: Fetching historical data.
[2026-01-07T20:35:39.532668] [INFO ] [main      ] Progress: 121/391 forecasts completed (30.9%). STLD finished in 0.7s. ETA: 45.8s. Rate: 354.02 forecasts/min
[2026-01-07T20:35:39.545012] [DEBUG] [REMOTE    ] SNTI: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:39.546069] [DEBUG] [LOCAL     ] Loaded configuration for SNTI: 4 features, N/A% accuracy
[2026-01-07T20:35:39.546126] [INFO ] [LOCAL     ] SNTI: Loaded 4 optimal features with 40.86% confidence from JSON config
[2026-01-07T20:35:39.546159] [DEBUG] [MAG       ] Building data for symbol: SNTI with lookback: 0
[2026-01-07T20:35:39.546968] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-07T20:35:39.547027] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:39.548757] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:35:39.549271] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:35:39.549736] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-07T20:35:39.551381] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:39.564543] [DEBUG] [MAG       ] ALZN: Last date is validated at 2026-01-07
[2026-01-07T20:35:39.575834] [DEBUG] [MAG       ] SHLS: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:39.653302] [DEBUG] [MAG       ] AIPI: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:39.660552] [INFO ] [LOCAL     ] SHLS: Saved forecast.
[2026-01-07T20:35:39.660646] [INFO ] [main      ] SHLS: Signal=1 (Conf=90.0%), Magnitude=-9.47% (Conf=54.2765%)
[2026-01-07T20:35:39.660816] [INFO ] [main      ] Fetching symbol history for MATX...
[2026-01-07T20:35:39.660861] [DEBUG] [REMOTE    ] MATX: Fetching historical data.
[2026-01-07T20:35:39.662632] [INFO ] [main      ] Progress: 122/391 forecasts completed (31.2%). SHLS finished in 0.7s. ETA: 45.5s. Rate: 354.70 forecasts/min
[2026-01-07T20:35:39.674242] [DEBUG] [REMOTE    ] MATX: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:39.675289] [DEBUG] [LOCAL     ] Loaded configuration for MATX: 2 features, N/A% accuracy
[2026-01-07T20:35:39.675340] [INFO ] [LOCAL     ] MATX: Loaded 2 optimal features with 57.95% confidence from JSON config
[2026-01-07T20:35:39.675373] [DEBUG] [MAG       ] Building data for symbol: MATX with lookback: 0
[2026-01-07T20:35:39.676178] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-07T20:35:39.676237] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:39.681426] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-07T20:35:39.683320] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:39.720417] [INFO ] [LOCAL     ] AIPI: Saved forecast.
[2026-01-07T20:35:39.720482] [INFO ] [main      ] AIPI: Signal=1 (Conf=90.0%), Magnitude=0.28% (Conf=55.5928%)
[2026-01-07T20:35:39.721189] [INFO ] [main      ] Progress: 123/391 forecasts completed (31.5%). AIPI finished in 0.6s. ETA: 45.1s. Rate: 356.59 forecasts/min
[2026-01-07T20:35:39.721317] [INFO ] [main      ] Fetching symbol history for VSTS...
[2026-01-07T20:35:39.721360] [DEBUG] [REMOTE    ] VSTS: Fetching historical data.
[2026-01-07T20:35:39.732124] [DEBUG] [REMOTE    ] VSTS: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:39.733316] [DEBUG] [LOCAL     ] Loaded configuration for VSTS: 7 features, N/A% accuracy
[2026-01-07T20:35:39.733377] [INFO ] [LOCAL     ] VSTS: Loaded 7 optimal features with 54.97% confidence from JSON config
[2026-01-07T20:35:39.733408] [DEBUG] [MAG       ] Building data for symbol: VSTS with lookback: 0
[2026-01-07T20:35:39.734221] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-07T20:35:39.734283] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:39.739055] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-07T20:35:39.739864] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:39.741588] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:35:39.742052] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-07T20:35:39.743157] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-07T20:35:39.745132] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2026-01-07T20:35:39.747912] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:39.749223] [DEBUG] [MAG       ] ALZN: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:39.827776] [INFO ] [LOCAL     ] ALZN: Saved forecast.
[2026-01-07T20:35:39.827858] [INFO ] [main      ] ALZN: Signal=1 (Conf=90.0%), Magnitude=2.91% (Conf=67.6387%)
[2026-01-07T20:35:39.828252] [INFO ] [main      ] Fetching symbol history for COLL...
[2026-01-07T20:35:39.828326] [DEBUG] [REMOTE    ] COLL: Fetching historical data.
[2026-01-07T20:35:39.828672] [INFO ] [main      ] Progress: 124/391 forecasts completed (31.7%). ALZN finished in 0.8s. ETA: 44.8s. Rate: 357.63 forecasts/min
[2026-01-07T20:35:39.840826] [DEBUG] [REMOTE    ] COLL: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:39.841837] [DEBUG] [LOCAL     ] Loaded configuration for COLL: 5 features, N/A% accuracy
[2026-01-07T20:35:39.841899] [INFO ] [LOCAL     ] COLL: Loaded 5 optimal features with 57.43% confidence from JSON config
[2026-01-07T20:35:39.841932] [DEBUG] [MAG       ] Building data for symbol: COLL with lookback: 0
[2026-01-07T20:35:39.842798] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-07T20:35:39.842861] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:39.848154] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-07T20:35:39.848976] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-07T20:35:39.849903] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-07T20:35:39.851503] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2026-01-07T20:35:39.852815] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:39.891991] [DEBUG] [MAG       ] SNTI: Last date is validated at 2026-01-07
[2026-01-07T20:35:40.023077] [DEBUG] [MAG       ] MATX: Last date is validated at 2026-01-07
[2026-01-07T20:35:40.056969] [DEBUG] [MAG       ] SNTI: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:40.081480] [DEBUG] [MAG       ] VSTS: Last date is validated at 2026-01-07
[2026-01-07T20:35:40.137369] [INFO ] [LOCAL     ] SNTI: Saved forecast.
[2026-01-07T20:35:40.137434] [INFO ] [main      ] SNTI: Signal=1 (Conf=90.0%), Magnitude=-18.16% (Conf=40.8632%)
[2026-01-07T20:35:40.137606] [INFO ] [main      ] Fetching symbol history for OHI...
[2026-01-07T20:35:40.137651] [DEBUG] [REMOTE    ] OHI: Fetching historical data.
[2026-01-07T20:35:40.139662] [INFO ] [main      ] Progress: 125/391 forecasts completed (32.0%). SNTI finished in 0.6s. ETA: 44.9s. Rate: 355.21 forecasts/min
[2026-01-07T20:35:40.148862] [DEBUG] [REMOTE    ] OHI: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:40.150078] [DEBUG] [LOCAL     ] Loaded configuration for OHI: 6 features, N/A% accuracy
[2026-01-07T20:35:40.150139] [INFO ] [LOCAL     ] OHI: Loaded 6 optimal features with 57.69% confidence from JSON config
[2026-01-07T20:35:40.150170] [DEBUG] [MAG       ] Building data for symbol: OHI with lookback: 0
[2026-01-07T20:35:40.150959] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-07T20:35:40.151019] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:40.155913] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:40.157810] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:35:40.158280] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:35:40.158693] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-07T20:35:40.187922] [DEBUG] [MAG       ] MATX: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:40.196693] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-07T20:35:40.197699] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:40.217416] [DEBUG] [MAG       ] COLL: Last date is validated at 2026-01-07
[2026-01-07T20:35:40.246997] [DEBUG] [MAG       ] VSTS: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:40.308695] [INFO ] [LOCAL     ] MATX: Saved forecast.
[2026-01-07T20:35:40.308766] [INFO ] [main      ] MATX: Signal=1 (Conf=90.0%), Magnitude=-3.72% (Conf=57.9484%)
[2026-01-07T20:35:40.308936] [INFO ] [main      ] Fetching symbol history for REYN...
[2026-01-07T20:35:40.308981] [DEBUG] [REMOTE    ] REYN: Fetching historical data.
[2026-01-07T20:35:40.310029] [INFO ] [main      ] Progress: 126/391 forecasts completed (32.2%). MATX finished in 0.6s. ETA: 44.8s. Rate: 355.18 forecasts/min
[2026-01-07T20:35:40.321700] [DEBUG] [REMOTE    ] REYN: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:40.322616] [DEBUG] [LOCAL     ] Loaded configuration for REYN: 5 features, N/A% accuracy
[2026-01-07T20:35:40.322674] [INFO ] [LOCAL     ] REYN: Loaded 5 optimal features with 56.03% confidence from JSON config
[2026-01-07T20:35:40.322706] [DEBUG] [MAG       ] Building data for symbol: REYN with lookback: 0
[2026-01-07T20:35:40.323515] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-07T20:35:40.323595] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:40.324319] [INFO ] [LOCAL     ] VSTS: Saved forecast.
[2026-01-07T20:35:40.324387] [INFO ] [main      ] VSTS: Signal=1 (Conf=90.0%), Magnitude=-7.79% (Conf=54.9689%)
[2026-01-07T20:35:40.324737] [INFO ] [main      ] Progress: 127/391 forecasts completed (32.5%). VSTS finished in 0.6s. ETA: 44.3s. Rate: 357.76 forecasts/min
[2026-01-07T20:35:40.324859] [INFO ] [main      ] Fetching symbol history for OCSL...
[2026-01-07T20:35:40.324902] [DEBUG] [REMOTE    ] OCSL: Fetching historical data.
[2026-01-07T20:35:40.328667] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:40.330498] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:35:40.331015] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:35:40.331423] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-07T20:35:40.334094] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:40.335993] [DEBUG] [REMOTE    ] OCSL: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:40.336796] [DEBUG] [LOCAL     ] Loaded configuration for OCSL: 5 features, N/A% accuracy
[2026-01-07T20:35:40.336853] [INFO ] [LOCAL     ] OCSL: Loaded 5 optimal features with 59.82% confidence from JSON config
[2026-01-07T20:35:40.336886] [DEBUG] [MAG       ] Building data for symbol: OCSL with lookback: 0
[2026-01-07T20:35:40.337668] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-07T20:35:40.337729] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:40.343265] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-07T20:35:40.345785] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-07T20:35:40.347402] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-07T20:35:40.395660] [DEBUG] [MAG       ] COLL: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:40.401048] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-07T20:35:40.402678] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:40.482725] [INFO ] [LOCAL     ] COLL: Saved forecast.
[2026-01-07T20:35:40.482799] [INFO ] [main      ] COLL: Signal=1 (Conf=90.0%), Magnitude=1.68% (Conf=57.4254%)
[2026-01-07T20:35:40.483194] [INFO ] [main      ] Fetching symbol history for OXM...
[2026-01-07T20:35:40.483246] [DEBUG] [REMOTE    ] OXM: Fetching historical data.
[2026-01-07T20:35:40.483671] [INFO ] [main      ] Progress: 128/391 forecasts completed (32.7%). COLL finished in 0.7s. ETA: 44.1s. Rate: 357.90 forecasts/min
[2026-01-07T20:35:40.495273] [DEBUG] [REMOTE    ] OXM: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:40.498629] [DEBUG] [LOCAL     ] Loaded configuration for OXM: 4 features, N/A% accuracy
[2026-01-07T20:35:40.498694] [INFO ] [LOCAL     ] OXM: Loaded 4 optimal features with 49.10% confidence from JSON config
[2026-01-07T20:35:40.498726] [DEBUG] [MAG       ] Building data for symbol: OXM with lookback: 0
[2026-01-07T20:35:40.499696] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-07T20:35:40.499759] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:40.507570] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-07T20:35:40.508561] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-07T20:35:40.509320] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-07T20:35:40.510601] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:40.544629] [DEBUG] [MAG       ] OHI: Last date is validated at 2026-01-07
[2026-01-07T20:35:40.729862] [DEBUG] [MAG       ] REYN: Last date is validated at 2026-01-07
[2026-01-07T20:35:40.734114] [DEBUG] [MAG       ] OHI: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:40.814071] [DEBUG] [MAG       ] OCSL: Last date is validated at 2026-01-07
[2026-01-07T20:35:40.844698] [INFO ] [LOCAL     ] OHI: Saved forecast.
[2026-01-07T20:35:40.844817] [INFO ] [main      ] OHI: Signal=1 (Conf=90.0%), Magnitude=2.73% (Conf=57.6911%)
[2026-01-07T20:35:40.845328] [INFO ] [main      ] Fetching symbol history for PD...
[2026-01-07T20:35:40.845396] [DEBUG] [REMOTE    ] PD: Fetching historical data.
[2026-01-07T20:35:40.845680] [INFO ] [main      ] Progress: 129/391 forecasts completed (33.0%). OHI finished in 0.7s. ETA: 44.3s. Rate: 354.71 forecasts/min
[2026-01-07T20:35:40.863107] [DEBUG] [REMOTE    ] PD: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:40.864358] [DEBUG] [LOCAL     ] Loaded configuration for PD: 4 features, N/A% accuracy
[2026-01-07T20:35:40.864435] [INFO ] [LOCAL     ] PD: Loaded 4 optimal features with 47.28% confidence from JSON config
[2026-01-07T20:35:40.864474] [DEBUG] [MAG       ] Building data for symbol: PD with lookback: 0
[2026-01-07T20:35:40.865649] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-07T20:35:40.865724] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:40.871970] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-07T20:35:40.872966] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-07T20:35:40.874391] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-07T20:35:40.875294] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:40.941672] [DEBUG] [MAG       ] OXM: Last date is validated at 2026-01-07
[2026-01-07T20:35:40.984984] [DEBUG] [MAG       ] REYN: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:41.068897] [DEBUG] [MAG       ] OCSL: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:41.080300] [INFO ] [LOCAL     ] REYN: Saved forecast.
[2026-01-07T20:35:41.080399] [INFO ] [main      ] REYN: Signal=1 (Conf=90.0%), Magnitude=1.12% (Conf=56.029%)
[2026-01-07T20:35:41.080635] [INFO ] [main      ] Fetching symbol history for JHX...
[2026-01-07T20:35:41.080701] [DEBUG] [REMOTE    ] JHX: Fetching historical data.
[2026-01-07T20:35:41.081706] [INFO ] [main      ] Progress: 130/391 forecasts completed (33.2%). REYN finished in 0.8s. ETA: 44.3s. Rate: 353.64 forecasts/min
[2026-01-07T20:35:41.097805] [DEBUG] [REMOTE    ] JHX: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:41.098445] [DEBUG] [LOCAL     ] Loaded configuration for JHX: 2 features, N/A% accuracy
[2026-01-07T20:35:41.098516] [INFO ] [LOCAL     ] JHX: Loaded 2 optimal features with 49.40% confidence from JSON config
[2026-01-07T20:35:41.098570] [DEBUG] [MAG       ] Building data for symbol: JHX with lookback: 0
[2026-01-07T20:35:41.099975] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-07T20:35:41.100062] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-07T20:35:41.101375] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-07T20:35:41.102906] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:41.160567] [INFO ] [LOCAL     ] OCSL: Saved forecast.
[2026-01-07T20:35:41.160685] [INFO ] [main      ] OCSL: Signal=1 (Conf=90.0%), Magnitude=-0.17% (Conf=59.8228%)
[2026-01-07T20:35:41.160918] [INFO ] [main      ] Fetching symbol history for PNQI...
[2026-01-07T20:35:41.160987] [DEBUG] [REMOTE    ] PNQI: Fetching historical data.
[2026-01-07T20:35:41.161961] [INFO ] [main      ] Progress: 131/391 forecasts completed (33.5%). OCSL finished in 0.8s. ETA: 43.9s. Rate: 355.07 forecasts/min
[2026-01-07T20:35:41.178314] [DEBUG] [REMOTE    ] PNQI: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:41.179971] [DEBUG] [LOCAL     ] Loaded configuration for PNQI: 5 features, N/A% accuracy
[2026-01-07T20:35:41.180051] [INFO ] [LOCAL     ] PNQI: Loaded 5 optimal features with 51.28% confidence from JSON config
[2026-01-07T20:35:41.180088] [DEBUG] [MAG       ] Building data for symbol: PNQI with lookback: 0
[2026-01-07T20:35:41.181293] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-07T20:35:41.181377] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:41.188285] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-07T20:35:41.189688] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2026-01-07T20:35:41.191017] [DEBUG] [MAG       ] OXM: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:41.194556] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-07T20:35:41.196077] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2026-01-07T20:35:41.197306] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:41.309804] [INFO ] [LOCAL     ] OXM: Saved forecast.
[2026-01-07T20:35:41.309882] [INFO ] [main      ] OXM: Signal=1 (Conf=90.0%), Magnitude=-4.95% (Conf=49.0998%)
[2026-01-07T20:35:41.310061] [INFO ] [main      ] Fetching symbol history for BCAL...
[2026-01-07T20:35:41.310107] [DEBUG] [REMOTE    ] BCAL: Fetching historical data.
[2026-01-07T20:35:41.310974] [INFO ] [main      ] Progress: 132/391 forecasts completed (33.8%). OXM finished in 0.8s. ETA: 43.7s. Rate: 355.39 forecasts/min
[2026-01-07T20:35:41.324411] [DEBUG] [REMOTE    ] BCAL: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:41.325867] [DEBUG] [LOCAL     ] Loaded configuration for BCAL: 5 features, N/A% accuracy
[2026-01-07T20:35:41.325974] [INFO ] [LOCAL     ] BCAL: Loaded 5 optimal features with 61.83% confidence from JSON config
[2026-01-07T20:35:41.326024] [DEBUG] [MAG       ] Building data for symbol: BCAL with lookback: 0
[2026-01-07T20:35:41.327171] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-07T20:35:41.327254] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:41.329258] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:35:41.329951] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-07T20:35:41.336928] [DEBUG] [MAG       ] PD: Last date is validated at 2026-01-07
[2026-01-07T20:35:41.480316] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-07T20:35:41.483682] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2026-01-07T20:35:41.485912] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:41.517087] [DEBUG] [MAG       ] PD: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:41.598610] [INFO ] [LOCAL     ] PD: Saved forecast.
[2026-01-07T20:35:41.598682] [INFO ] [main      ] PD: Signal=1 (Conf=90.0%), Magnitude=0.58% (Conf=47.277%)
[2026-01-07T20:35:41.599040] [INFO ] [main      ] Fetching symbol history for BEPI...
[2026-01-07T20:35:41.599092] [DEBUG] [REMOTE    ] BEPI: Fetching historical data.
[2026-01-07T20:35:41.599077] [DEBUG] [MAG       ] JHX: Last date is validated at 2026-01-07
[2026-01-07T20:35:41.599672] [INFO ] [main      ] Progress: 133/391 forecasts completed (34.0%). PD finished in 0.8s. ETA: 43.8s. Rate: 353.50 forecasts/min
[2026-01-07T20:35:41.611274] [DEBUG] [REMOTE    ] BEPI: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:41.611722] [DEBUG] [MAG       ] PNQI: Last date is validated at 2026-01-07
[2026-01-07T20:35:41.612336] [DEBUG] [LOCAL     ] Loaded configuration for BEPI: 6 features, N/A% accuracy
[2026-01-07T20:35:41.612399] [INFO ] [LOCAL     ] BEPI: Loaded 6 optimal features with 69.71% confidence from JSON config
[2026-01-07T20:35:41.612432] [DEBUG] [MAG       ] Building data for symbol: BEPI with lookback: 0
[2026-01-07T20:35:41.613291] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-07T20:35:41.613355] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-07T20:35:41.695992] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-07T20:35:41.697823] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-07T20:35:41.702001] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-07T20:35:41.704884] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2026-01-07T20:35:41.708843] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-07T20:35:41.709681] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:41.780065] [DEBUG] [MAG       ] PNQI: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:41.804737] [DEBUG] [MAG       ] JHX: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:41.830974] [DEBUG] [MAG       ] BCAL: Last date is validated at 2026-01-07
[2026-01-07T20:35:41.863320] [INFO ] [LOCAL     ] PNQI: Saved forecast.
[2026-01-07T20:35:41.863387] [INFO ] [main      ] PNQI: Signal=1 (Conf=90.0%), Magnitude=0.42% (Conf=51.2772%)
[2026-01-07T20:35:41.863785] [INFO ] [main      ] Fetching symbol history for SF...
[2026-01-07T20:35:41.863838] [DEBUG] [REMOTE    ] SF: Fetching historical data.
[2026-01-07T20:35:41.863955] [INFO ] [main      ] Progress: 134/391 forecasts completed (34.3%). PNQI finished in 0.7s. ETA: 43.8s. Rate: 352.04 forecasts/min
[2026-01-07T20:35:41.874834] [DEBUG] [REMOTE    ] SF: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:41.875670] [DEBUG] [LOCAL     ] Loaded configuration for SF: 9 features, N/A% accuracy
[2026-01-07T20:35:41.875723] [INFO ] [LOCAL     ] SF: Loaded 9 optimal features with 56.21% confidence from JSON config
[2026-01-07T20:35:41.875755] [DEBUG] [MAG       ] Building data for symbol: SF with lookback: 0
[2026-01-07T20:35:41.876506] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-07T20:35:41.876588] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:41.881300] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-07T20:35:41.897687] [INFO ] [LOCAL     ] JHX: Saved forecast.
[2026-01-07T20:35:41.897779] [INFO ] [main      ] JHX: Signal=1 (Conf=90.0%), Magnitude=-4.01% (Conf=49.3991%)
[2026-01-07T20:35:41.897944] [INFO ] [main      ] Fetching symbol history for MANH...
[2026-01-07T20:35:41.897990] [DEBUG] [REMOTE    ] MANH: Fetching historical data.
[2026-01-07T20:35:41.899161] [INFO ] [main      ] Progress: 135/391 forecasts completed (34.5%). JHX finished in 0.8s. ETA: 43.4s. Rate: 354.12 forecasts/min
[2026-01-07T20:35:41.910167] [DEBUG] [REMOTE    ] MANH: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:41.911319] [DEBUG] [LOCAL     ] Loaded configuration for MANH: 6 features, N/A% accuracy
[2026-01-07T20:35:41.911377] [INFO ] [LOCAL     ] MANH: Loaded 6 optimal features with 52.78% confidence from JSON config
[2026-01-07T20:35:41.911410] [DEBUG] [MAG       ] Building data for symbol: MANH with lookback: 0
[2026-01-07T20:35:41.912224] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-07T20:35:41.912288] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:41.914011] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:35:41.914534] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:35:41.914966] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-07T20:35:41.915964] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-07T20:35:41.920309] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:41.922160] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:35:41.922670] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-07T20:35:41.923703] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-07T20:35:41.925291] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-07T20:35:41.926337] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-07T20:35:41.927022] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2026-01-07T20:35:41.929796] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:41.992926] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-07T20:35:41.994175] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:42.007254] [DEBUG] [MAG       ] BCAL: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:42.075239] [DEBUG] [MAG       ] BEPI: Last date is validated at 2026-01-07
[2026-01-07T20:35:42.076185] [INFO ] [LOCAL     ] BCAL: Saved forecast.
[2026-01-07T20:35:42.076265] [INFO ] [main      ] BCAL: Signal=1 (Conf=90.0%), Magnitude=-0.91% (Conf=61.8303%)
[2026-01-07T20:35:42.076645] [INFO ] [main      ] Fetching symbol history for JKS...
[2026-01-07T20:35:42.076698] [DEBUG] [REMOTE    ] JKS: Fetching historical data.
[2026-01-07T20:35:42.076661] [INFO ] [main      ] Progress: 136/391 forecasts completed (34.8%). BCAL finished in 0.8s. ETA: 43.2s. Rate: 353.99 forecasts/min
[2026-01-07T20:35:42.088688] [DEBUG] [REMOTE    ] JKS: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:42.089889] [DEBUG] [LOCAL     ] Loaded configuration for JKS: 6 features, N/A% accuracy
[2026-01-07T20:35:42.089947] [INFO ] [LOCAL     ] JKS: Loaded 6 optimal features with 57.11% confidence from JSON config
[2026-01-07T20:35:42.089979] [DEBUG] [MAG       ] Building data for symbol: JKS with lookback: 0
[2026-01-07T20:35:42.090889] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-07T20:35:42.090954] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:42.095887] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-07T20:35:42.096934] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-07T20:35:42.099733] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-07T20:35:42.102561] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-07T20:35:42.104240] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2026-01-07T20:35:42.105929] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:42.240616] [DEBUG] [MAG       ] BEPI: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:42.266961] [DEBUG] [MAG       ] SF: Last date is validated at 2026-01-07
[2026-01-07T20:35:42.300008] [INFO ] [LOCAL     ] BEPI: Saved forecast.
[2026-01-07T20:35:42.300082] [INFO ] [main      ] BEPI: Signal=1 (Conf=90.0%), Magnitude=0.03% (Conf=69.7114%)
[2026-01-07T20:35:42.300778] [INFO ] [main      ] Fetching symbol history for HNRG...
[2026-01-07T20:35:42.300830] [DEBUG] [REMOTE    ] HNRG: Fetching historical data.
[2026-01-07T20:35:42.301678] [INFO ] [main      ] Progress: 137/391 forecasts completed (35.0%). BEPI finished in 0.7s. ETA: 43.2s. Rate: 353.15 forecasts/min
[2026-01-07T20:35:42.312393] [DEBUG] [REMOTE    ] HNRG: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:42.313275] [DEBUG] [LOCAL     ] Loaded configuration for HNRG: 10 features, N/A% accuracy
[2026-01-07T20:35:42.313326] [INFO ] [LOCAL     ] HNRG: Loaded 10 optimal features with 51.96% confidence from JSON config
[2026-01-07T20:35:42.313358] [DEBUG] [MAG       ] Building data for symbol: HNRG with lookback: 0
[2026-01-07T20:35:42.314169] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2026-01-07T20:35:42.314232] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:42.319060] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:42.320889] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:35:42.321362] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:35:42.321817] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-07T20:35:42.326061] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-07T20:35:42.327659] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-07T20:35:42.328925] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2026-01-07T20:35:42.330388] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-07T20:35:42.331176] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2026-01-07T20:35:42.332333] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:42.334487] [DEBUG] [MAG       ] MANH: Last date is validated at 2026-01-07
[2026-01-07T20:35:42.434926] [DEBUG] [MAG       ] SF: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:42.450247] [DEBUG] [MAG       ] JKS: Last date is validated at 2026-01-07
[2026-01-07T20:35:42.504457] [DEBUG] [MAG       ] MANH: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:42.550737] [INFO ] [LOCAL     ] SF: Saved forecast.
[2026-01-07T20:35:42.550812] [INFO ] [main      ] SF: Signal=1 (Conf=90.0%), Magnitude=-0.14% (Conf=56.2098%)
[2026-01-07T20:35:42.551227] [INFO ] [main      ] Fetching symbol history for VMD...
[2026-01-07T20:35:42.551286] [DEBUG] [REMOTE    ] VMD: Fetching historical data.
[2026-01-07T20:35:42.551269] [INFO ] [main      ] Progress: 138/391 forecasts completed (35.3%). SF finished in 0.7s. ETA: 43.1s. Rate: 351.95 forecasts/min
[2026-01-07T20:35:42.564234] [DEBUG] [REMOTE    ] VMD: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:42.566710] [DEBUG] [LOCAL     ] Loaded configuration for VMD: 13 features, N/A% accuracy
[2026-01-07T20:35:42.566831] [INFO ] [LOCAL     ] VMD: Loaded 13 optimal features with 66.03% confidence from JSON config
[2026-01-07T20:35:42.566868] [DEBUG] [MAG       ] Building data for symbol: VMD with lookback: 0
[2026-01-07T20:35:42.567952] [DEBUG] [FEATURES  ] DataBuilder: Executing 13 feature methods.
[2026-01-07T20:35:42.568022] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:42.572892] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:42.574663] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:35:42.575137] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:35:42.575521] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-07T20:35:42.619231] [DEBUG] [MAG       ] JKS: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:42.652008] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-07T20:35:42.652703] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-07T20:35:42.655277] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-07T20:35:42.655928] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:35:42.656382] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-07T20:35:42.657416] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-07T20:35:42.659019] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-07T20:35:42.660106] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-07T20:35:42.660799] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:42.662255] [INFO ] [LOCAL     ] MANH: Saved forecast.
[2026-01-07T20:35:42.662324] [INFO ] [main      ] MANH: Signal=1 (Conf=90.0%), Magnitude=2.96% (Conf=52.783%)
[2026-01-07T20:35:42.662678] [INFO ] [main      ] Fetching symbol history for AFCG...
[2026-01-07T20:35:42.662730] [DEBUG] [REMOTE    ] AFCG: Fetching historical data.
[2026-01-07T20:35:42.664055] [INFO ] [main      ] Progress: 139/391 forecasts completed (35.5%). MANH finished in 0.8s. ETA: 42.9s. Rate: 352.81 forecasts/min
[2026-01-07T20:35:42.667749] [DEBUG] [MAG       ] HNRG: Last date is validated at 2026-01-07
[2026-01-07T20:35:42.676312] [DEBUG] [REMOTE    ] AFCG: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:42.677344] [DEBUG] [LOCAL     ] Loaded configuration for AFCG: 8 features, N/A% accuracy
[2026-01-07T20:35:42.677404] [INFO ] [LOCAL     ] AFCG: Loaded 8 optimal features with 65.17% confidence from JSON config
[2026-01-07T20:35:42.677436] [DEBUG] [MAG       ] Building data for symbol: AFCG with lookback: 0
[2026-01-07T20:35:42.678272] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-07T20:35:42.678337] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:42.683791] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:42.685805] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:35:42.686484] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:35:42.686900] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-07T20:35:42.688128] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-07T20:35:42.690751] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-07T20:35:42.711297] [INFO ] [LOCAL     ] JKS: Saved forecast.
[2026-01-07T20:35:42.711368] [INFO ] [main      ] JKS: Signal=1 (Conf=90.0%), Magnitude=-2.74% (Conf=57.1141%)
[2026-01-07T20:35:42.711721] [INFO ] [main      ] Fetching symbol history for UDMY...
[2026-01-07T20:35:42.711773] [DEBUG] [REMOTE    ] UDMY: Fetching historical data.
[2026-01-07T20:35:42.712664] [INFO ] [main      ] Progress: 140/391 forecasts completed (35.8%). JKS finished in 0.6s. ETA: 42.5s. Rate: 354.62 forecasts/min
[2026-01-07T20:35:42.723636] [DEBUG] [REMOTE    ] UDMY: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:42.724634] [DEBUG] [LOCAL     ] Loaded configuration for UDMY: 3 features, N/A% accuracy
[2026-01-07T20:35:42.724687] [INFO ] [LOCAL     ] UDMY: Loaded 3 optimal features with 38.34% confidence from JSON config
[2026-01-07T20:35:42.724718] [DEBUG] [MAG       ] Building data for symbol: UDMY with lookback: 0
[2026-01-07T20:35:42.725497] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-07T20:35:42.725566] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:42.730437] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-07T20:35:42.731387] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-07T20:35:42.733033] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:42.806009] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-07T20:35:42.807023] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:42.832235] [DEBUG] [MAG       ] HNRG: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:42.995070] [DEBUG] [MAG       ] VMD: Last date is validated at 2026-01-07
[2026-01-07T20:35:43.006827] [INFO ] [LOCAL     ] HNRG: Saved forecast.
[2026-01-07T20:35:43.006893] [INFO ] [main      ] HNRG: Signal=1 (Conf=90.0%), Magnitude=2.37% (Conf=51.9627%)
[2026-01-07T20:35:43.007270] [INFO ] [main      ] Fetching symbol history for ETO...
[2026-01-07T20:35:43.007322] [DEBUG] [REMOTE    ] ETO: Fetching historical data.
[2026-01-07T20:35:43.008660] [INFO ] [main      ] Progress: 141/391 forecasts completed (36.1%). HNRG finished in 0.7s. ETA: 42.5s. Rate: 352.75 forecasts/min
[2026-01-07T20:35:43.018812] [DEBUG] [REMOTE    ] ETO: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:43.019852] [DEBUG] [LOCAL     ] Loaded configuration for ETO: 3 features, N/A% accuracy
[2026-01-07T20:35:43.019904] [INFO ] [LOCAL     ] ETO: Loaded 3 optimal features with 55.91% confidence from JSON config
[2026-01-07T20:35:43.019936] [DEBUG] [MAG       ] Building data for symbol: ETO with lookback: 0
[2026-01-07T20:35:43.020724] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-07T20:35:43.020782] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:43.025534] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:43.027270] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:35:43.027758] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:43.065384] [DEBUG] [MAG       ] UDMY: Last date is validated at 2026-01-07
[2026-01-07T20:35:43.145019] [DEBUG] [MAG       ] AFCG: Last date is validated at 2026-01-07
[2026-01-07T20:35:43.161477] [DEBUG] [MAG       ] VMD: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:43.231752] [INFO ] [LOCAL     ] VMD: Saved forecast.
[2026-01-07T20:35:43.231754] [DEBUG] [MAG       ] UDMY: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:43.231830] [INFO ] [main      ] VMD: Signal=1 (Conf=90.0%), Magnitude=0.82% (Conf=66.0284%)
[2026-01-07T20:35:43.232204] [INFO ] [main      ] Fetching symbol history for MTRX...
[2026-01-07T20:35:43.232255] [DEBUG] [REMOTE    ] MTRX: Fetching historical data.
[2026-01-07T20:35:43.232664] [INFO ] [main      ] Progress: 142/391 forecasts completed (36.3%). VMD finished in 0.7s. ETA: 42.4s. Rate: 351.96 forecasts/min
[2026-01-07T20:35:43.243279] [DEBUG] [REMOTE    ] MTRX: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:43.244240] [DEBUG] [LOCAL     ] Loaded configuration for MTRX: 5 features, N/A% accuracy
[2026-01-07T20:35:43.244292] [INFO ] [LOCAL     ] MTRX: Loaded 5 optimal features with 55.50% confidence from JSON config
[2026-01-07T20:35:43.244323] [DEBUG] [MAG       ] Building data for symbol: MTRX with lookback: 0
[2026-01-07T20:35:43.245112] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-07T20:35:43.245171] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:43.249906] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:43.251663] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:35:43.252134] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:35:43.252526] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-07T20:35:43.253835] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:43.298317] [INFO ] [LOCAL     ] UDMY: Saved forecast.
[2026-01-07T20:35:43.298386] [INFO ] [main      ] UDMY: Signal=1 (Conf=90.0%), Magnitude=0.37% (Conf=38.3415%)
[2026-01-07T20:35:43.298744] [INFO ] [main      ] Fetching symbol history for MIGI...
[2026-01-07T20:35:43.298796] [DEBUG] [REMOTE    ] MIGI: Fetching historical data.
[2026-01-07T20:35:43.300651] [INFO ] [main      ] Progress: 143/391 forecasts completed (36.6%). UDMY finished in 0.6s. ETA: 42.1s. Rate: 353.45 forecasts/min
[2026-01-07T20:35:43.310623] [DEBUG] [REMOTE    ] MIGI: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:43.311520] [DEBUG] [LOCAL     ] Loaded configuration for MIGI: 4 features, N/A% accuracy
[2026-01-07T20:35:43.311593] [INFO ] [LOCAL     ] MIGI: Loaded 4 optimal features with 54.68% confidence from JSON config
[2026-01-07T20:35:43.311628] [DEBUG] [MAG       ] Building data for symbol: MIGI with lookback: 0
[2026-01-07T20:35:43.312402] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-07T20:35:43.312463] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:43.315295] [DEBUG] [MAG       ] AFCG: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:43.317247] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-07T20:35:43.318263] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2026-01-07T20:35:43.319806] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-07T20:35:43.322446] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:43.363265] [DEBUG] [MAG       ] ETO: Last date is validated at 2026-01-07
[2026-01-07T20:35:43.381050] [INFO ] [LOCAL     ] AFCG: Saved forecast.
[2026-01-07T20:35:43.381119] [INFO ] [main      ] AFCG: Signal=1 (Conf=90.0%), Magnitude=0.63% (Conf=65.1725%)
[2026-01-07T20:35:43.381289] [INFO ] [main      ] Fetching symbol history for AMN...
[2026-01-07T20:35:43.381334] [DEBUG] [REMOTE    ] AMN: Fetching historical data.
[2026-01-07T20:35:43.381928] [INFO ] [main      ] Progress: 144/391 forecasts completed (36.8%). AFCG finished in 0.7s. ETA: 41.8s. Rate: 354.73 forecasts/min
[2026-01-07T20:35:43.393075] [DEBUG] [REMOTE    ] AMN: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:43.394281] [DEBUG] [LOCAL     ] Loaded configuration for AMN: 4 features, N/A% accuracy
[2026-01-07T20:35:43.394339] [INFO ] [LOCAL     ] AMN: Loaded 4 optimal features with 46.50% confidence from JSON config
[2026-01-07T20:35:43.394372] [DEBUG] [MAG       ] Building data for symbol: AMN with lookback: 0
[2026-01-07T20:35:43.395214] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-07T20:35:43.395278] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-07T20:35:43.396027] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-07T20:35:43.474462] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-07T20:35:43.476805] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-07T20:35:43.478184] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:43.528651] [DEBUG] [MAG       ] ETO: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:43.593362] [INFO ] [LOCAL     ] ETO: Saved forecast.
[2026-01-07T20:35:43.593428] [INFO ] [main      ] ETO: Signal=1 (Conf=90.0%), Magnitude=0.02% (Conf=55.911%)
[2026-01-07T20:35:43.593792] [INFO ] [main      ] Fetching symbol history for SSRM...
[2026-01-07T20:35:43.593843] [DEBUG] [REMOTE    ] SSRM: Fetching historical data.
[2026-01-07T20:35:43.594659] [INFO ] [main      ] Progress: 145/391 forecasts completed (37.1%). ETO finished in 0.6s. ETA: 41.7s. Rate: 354.10 forecasts/min
[2026-01-07T20:35:43.596318] [DEBUG] [MAG       ] MTRX: Last date is validated at 2026-01-07
[2026-01-07T20:35:43.605252] [DEBUG] [REMOTE    ] SSRM: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:43.606284] [DEBUG] [LOCAL     ] Loaded configuration for SSRM: 5 features, N/A% accuracy
[2026-01-07T20:35:43.606335] [INFO ] [LOCAL     ] SSRM: Loaded 5 optimal features with 50.27% confidence from JSON config
[2026-01-07T20:35:43.606365] [DEBUG] [MAG       ] Building data for symbol: SSRM with lookback: 0
[2026-01-07T20:35:43.607149] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-07T20:35:43.607210] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:43.608869] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:35:43.609373] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:35:43.609858] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:35:43.610270] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-07T20:35:43.612676] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:43.659229] [DEBUG] [MAG       ] MIGI: Last date is validated at 2026-01-07
[2026-01-07T20:35:43.767423] [DEBUG] [MAG       ] MTRX: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:43.822089] [DEBUG] [MAG       ] AMN: Last date is validated at 2026-01-07
[2026-01-07T20:35:43.830823] [DEBUG] [MAG       ] MIGI: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:43.838434] [INFO ] [LOCAL     ] MTRX: Saved forecast.
[2026-01-07T20:35:43.838499] [INFO ] [main      ] MTRX: Signal=1 (Conf=90.0%), Magnitude=-1.79% (Conf=55.5046%)
[2026-01-07T20:35:43.838942] [INFO ] [main      ] Fetching symbol history for VONE...
[2026-01-07T20:35:43.838994] [DEBUG] [REMOTE    ] VONE: Fetching historical data.
[2026-01-07T20:35:43.839646] [INFO ] [main      ] Progress: 146/391 forecasts completed (37.3%). MTRX finished in 0.6s. ETA: 41.6s. Rate: 353.02 forecasts/min
[2026-01-07T20:35:43.849451] [DEBUG] [REMOTE    ] VONE: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:43.850542] [DEBUG] [LOCAL     ] Loaded configuration for VONE: 5 features, N/A% accuracy
[2026-01-07T20:35:43.850619] [INFO ] [LOCAL     ] VONE: Loaded 5 optimal features with 50.40% confidence from JSON config
[2026-01-07T20:35:43.850653] [DEBUG] [MAG       ] Building data for symbol: VONE with lookback: 0
[2026-01-07T20:35:43.851444] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-07T20:35:43.851505] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:43.853175] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:35:43.853705] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:35:43.854093] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-07T20:35:43.929350] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-07T20:35:43.931245] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:43.945054] [INFO ] [LOCAL     ] MIGI: Saved forecast.
[2026-01-07T20:35:43.945131] [INFO ] [main      ] MIGI: Signal=1 (Conf=90.0%), Magnitude=-25.19% (Conf=54.6766%)
[2026-01-07T20:35:43.945497] [INFO ] [main      ] Progress: 147/391 forecasts completed (37.6%). MIGI finished in 0.6s. ETA: 41.4s. Rate: 353.93 forecasts/min
[2026-01-07T20:35:43.945639] [INFO ] [main      ] Fetching symbol history for RDY...
[2026-01-07T20:35:43.945684] [DEBUG] [REMOTE    ] RDY: Fetching historical data.
[2026-01-07T20:35:43.958287] [DEBUG] [REMOTE    ] RDY: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:43.958952] [DEBUG] [LOCAL     ] Loaded configuration for RDY: 2 features, N/A% accuracy
[2026-01-07T20:35:43.959002] [INFO ] [LOCAL     ] RDY: Loaded 2 optimal features with 48.90% confidence from JSON config
[2026-01-07T20:35:43.959033] [DEBUG] [MAG       ] Building data for symbol: RDY with lookback: 0
[2026-01-07T20:35:43.959888] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-07T20:35:43.959959] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-07T20:35:43.962368] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-07T20:35:43.963476] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:43.967682] [DEBUG] [MAG       ] SSRM: Last date is validated at 2026-01-07
[2026-01-07T20:35:44.001042] [DEBUG] [MAG       ] AMN: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:44.115726] [INFO ] [LOCAL     ] AMN: Saved forecast.
[2026-01-07T20:35:44.115804] [INFO ] [main      ] AMN: Signal=1 (Conf=90.0%), Magnitude=-3.07% (Conf=46.496%)
[2026-01-07T20:35:44.116216] [INFO ] [main      ] Fetching symbol history for GGB...
[2026-01-07T20:35:44.116271] [DEBUG] [REMOTE    ] GGB: Fetching historical data.
[2026-01-07T20:35:44.117662] [INFO ] [main      ] Progress: 148/391 forecasts completed (37.9%). AMN finished in 0.7s. ETA: 41.2s. Rate: 353.89 forecasts/min
[2026-01-07T20:35:44.130511] [DEBUG] [REMOTE    ] GGB: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:44.132050] [DEBUG] [LOCAL     ] Loaded configuration for GGB: 5 features, N/A% accuracy
[2026-01-07T20:35:44.132111] [INFO ] [LOCAL     ] GGB: Loaded 5 optimal features with 34.19% confidence from JSON config
[2026-01-07T20:35:44.132154] [DEBUG] [MAG       ] Building data for symbol: GGB with lookback: 0
[2026-01-07T20:35:44.133133] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-07T20:35:44.133198] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:44.137832] [DEBUG] [MAG       ] SSRM: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:44.138564] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:44.141093] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:35:44.141698] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:35:44.142135] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-07T20:35:44.143022] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:44.216042] [INFO ] [LOCAL     ] SSRM: Saved forecast.
[2026-01-07T20:35:44.216119] [INFO ] [main      ] SSRM: Signal=1 (Conf=90.0%), Magnitude=0.76% (Conf=50.2712%)
[2026-01-07T20:35:44.216284] [INFO ] [main      ] Fetching symbol history for CFFN...
[2026-01-07T20:35:44.216328] [DEBUG] [REMOTE    ] CFFN: Fetching historical data.
[2026-01-07T20:35:44.218651] [INFO ] [main      ] Progress: 149/391 forecasts completed (38.1%). SSRM finished in 0.6s. ETA: 40.9s. Rate: 354.86 forecasts/min
[2026-01-07T20:35:44.227396] [DEBUG] [REMOTE    ] CFFN: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:44.228521] [DEBUG] [LOCAL     ] Loaded configuration for CFFN: 6 features, N/A% accuracy
[2026-01-07T20:35:44.228590] [INFO ] [LOCAL     ] CFFN: Loaded 6 optimal features with 50.57% confidence from JSON config
[2026-01-07T20:35:44.228624] [DEBUG] [MAG       ] Building data for symbol: CFFN with lookback: 0
[2026-01-07T20:35:44.229386] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-07T20:35:44.229446] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:44.234242] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:44.235993] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:35:44.236465] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-07T20:35:44.237217] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-07T20:35:44.238202] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-07T20:35:44.239606] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:44.275156] [DEBUG] [MAG       ] VONE: Last date is validated at 2026-01-07
[2026-01-07T20:35:44.316410] [DEBUG] [MAG       ] RDY: Last date is validated at 2026-01-07
[2026-01-07T20:35:44.440239] [DEBUG] [MAG       ] VONE: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:44.484202] [DEBUG] [MAG       ] RDY: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:44.497082] [DEBUG] [MAG       ] GGB: Last date is validated at 2026-01-07
[2026-01-07T20:35:44.546544] [INFO ] [LOCAL     ] RDY: Saved forecast.
[2026-01-07T20:35:44.546632] [INFO ] [main      ] RDY: Signal=1 (Conf=90.0%), Magnitude=-0.10% (Conf=48.8976%)
[2026-01-07T20:35:44.546948] [INFO ] [main      ] Fetching symbol history for SOXX...
[2026-01-07T20:35:44.546998] [DEBUG] [REMOTE    ] SOXX: Fetching historical data.
[2026-01-07T20:35:44.547892] [INFO ] [main      ] Progress: 150/391 forecasts completed (38.4%). RDY finished in 0.6s. ETA: 41.0s. Rate: 352.63 forecasts/min
[2026-01-07T20:35:44.555250] [INFO ] [LOCAL     ] VONE: Saved forecast.
[2026-01-07T20:35:44.555318] [INFO ] [main      ] VONE: Signal=1 (Conf=90.0%), Magnitude=0.03% (Conf=50.3961%)
[2026-01-07T20:35:44.555665] [INFO ] [main      ] Fetching symbol history for TSLX...
[2026-01-07T20:35:44.555716] [DEBUG] [REMOTE    ] TSLX: Fetching historical data.
[2026-01-07T20:35:44.556602] [INFO ] [main      ] Progress: 151/391 forecasts completed (38.6%). VONE finished in 0.7s. ETA: 40.6s. Rate: 354.86 forecasts/min
[2026-01-07T20:35:44.559011] [DEBUG] [REMOTE    ] SOXX: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:44.559976] [DEBUG] [LOCAL     ] Loaded configuration for SOXX: 4 features, N/A% accuracy
[2026-01-07T20:35:44.560031] [INFO ] [LOCAL     ] SOXX: Loaded 4 optimal features with 56.94% confidence from JSON config
[2026-01-07T20:35:44.560064] [DEBUG] [MAG       ] Building data for symbol: SOXX with lookback: 0
[2026-01-07T20:35:44.560906] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-07T20:35:44.560968] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-07T20:35:44.561897] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-07T20:35:44.564394] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-07T20:35:44.566384] [DEBUG] [REMOTE    ] TSLX: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:44.567329] [DEBUG] [LOCAL     ] Loaded configuration for TSLX: 7 features, N/A% accuracy
[2026-01-07T20:35:44.567381] [INFO ] [LOCAL     ] TSLX: Loaded 7 optimal features with 48.33% confidence from JSON config
[2026-01-07T20:35:44.567412] [DEBUG] [MAG       ] Building data for symbol: TSLX with lookback: 0
[2026-01-07T20:35:44.568203] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-07T20:35:44.568264] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:44.573010] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:44.574774] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:35:44.575245] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:35:44.575647] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-07T20:35:44.582018] [DEBUG] [MAG       ] CFFN: Last date is validated at 2026-01-07
[2026-01-07T20:35:44.604504] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-07T20:35:44.607107] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:44.624532] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-07T20:35:44.625412] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-07T20:35:44.674999] [DEBUG] [MAG       ] GGB: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:44.700797] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:44.734274] [INFO ] [LOCAL     ] GGB: Saved forecast.
[2026-01-07T20:35:44.734345] [INFO ] [main      ] GGB: Signal=1 (Conf=90.0%), Magnitude=-0.20% (Conf=34.1898%)
[2026-01-07T20:35:44.734753] [INFO ] [main      ] Fetching symbol history for BSCQ...
[2026-01-07T20:35:44.734817] [DEBUG] [REMOTE    ] BSCQ: Fetching historical data.
[2026-01-07T20:35:44.736670] [INFO ] [main      ] Progress: 152/391 forecasts completed (38.9%). GGB finished in 0.6s. ETA: 40.4s. Rate: 354.71 forecasts/min
[2026-01-07T20:35:44.748914] [DEBUG] [REMOTE    ] BSCQ: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:44.750602] [DEBUG] [LOCAL     ] Loaded configuration for BSCQ: 53 features, N/A% accuracy
[2026-01-07T20:35:44.750663] [INFO ] [LOCAL     ] BSCQ: Loaded 53 optimal features with 13.53% confidence from JSON config
[2026-01-07T20:35:44.750697] [DEBUG] [MAG       ] Building data for symbol: BSCQ with lookback: 0
[2026-01-07T20:35:44.751243] [DEBUG] [MAG       ] CFFN: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:44.751498] [DEBUG] [FEATURES  ] DataBuilder: Executing 53 feature methods.
[2026-01-07T20:35:44.751621] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:44.756678] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:44.758538] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:35:44.759064] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:35:44.759568] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:35:44.759986] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-07T20:35:44.760760] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-07T20:35:44.761556] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-07T20:35:44.764165] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-07T20:35:44.811291] [INFO ] [LOCAL     ] CFFN: Saved forecast.
[2026-01-07T20:35:44.811546] [INFO ] [main      ] CFFN: Signal=1 (Conf=90.0%), Magnitude=-2.06% (Conf=50.5708%)
[2026-01-07T20:35:44.811944] [INFO ] [main      ] Fetching symbol history for TEM...
[2026-01-07T20:35:44.811996] [DEBUG] [REMOTE    ] TEM: Fetching historical data.
[2026-01-07T20:35:44.813696] [INFO ] [main      ] Progress: 153/391 forecasts completed (39.1%). CFFN finished in 0.6s. ETA: 40.1s. Rate: 355.97 forecasts/min
[2026-01-07T20:35:44.823613] [DEBUG] [REMOTE    ] TEM: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:44.825634] [DEBUG] [LOCAL     ] Loaded configuration for TEM: 6 features, N/A% accuracy
[2026-01-07T20:35:44.825690] [INFO ] [LOCAL     ] TEM: Loaded 6 optimal features with 58.20% confidence from JSON config
[2026-01-07T20:35:44.825722] [DEBUG] [MAG       ] Building data for symbol: TEM with lookback: 0
[2026-01-07T20:35:44.826875] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-07T20:35:44.826947] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:44.828658] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:35:44.829172] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:35:44.829598] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-07T20:35:44.830602] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-07T20:35:44.831798] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-07T20:35:44.832856] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:44.883025] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-07T20:35:44.885120] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-07T20:35:44.925483] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-07T20:35:44.926707] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-07T20:35:44.960735] [DEBUG] [MAG       ] SOXX: Last date is validated at 2026-01-07
[2026-01-07T20:35:44.971023] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-07T20:35:44.972180] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-07T20:35:44.973674] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-07T20:35:45.041757] [DEBUG] [MAG       ] TSLX: Last date is validated at 2026-01-07
[2026-01-07T20:35:45.057256] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-07T20:35:45.058203] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-07T20:35:45.060317] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-07T20:35:45.063450] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-07T20:35:45.064609] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-07T20:35:45.066871] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-07T20:35:45.067700] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-07T20:35:45.072276] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-07T20:35:45.073517] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-07T20:35:45.075007] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2026-01-07T20:35:45.076746] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-07T20:35:45.079734] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-07T20:35:45.080551] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-07T20:35:45.081744] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-07T20:35:45.083830] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-07T20:35:45.085212] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-07T20:35:45.085982] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-07T20:35:45.086716] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2026-01-07T20:35:45.087425] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-07T20:35:45.094356] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-07T20:35:45.096275] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-07T20:35:45.098857] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2026-01-07T20:35:45.101480] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2026-01-07T20:35:45.106086] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-07T20:35:45.126247] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-07T20:35:45.127848] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-07T20:35:45.129694] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-07T20:35:45.130508] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-07T20:35:45.131093] [DEBUG] [MAG       ] SOXX: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:45.132358] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2026-01-07T20:35:45.134356] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-07T20:35:45.135560] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-07T20:35:45.137028] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2026-01-07T20:35:45.138373] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-07T20:35:45.140793] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2026-01-07T20:35:45.142851] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2026-01-07T20:35:45.146076] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2026-01-07T20:35:45.148188] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2026-01-07T20:35:45.154820] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:45.175820] [DEBUG] [MAG       ] TEM: Last date is validated at 2026-01-07
[2026-01-07T20:35:45.211916] [DEBUG] [MAG       ] TSLX: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:45.256512] [INFO ] [LOCAL     ] SOXX: Saved forecast.
[2026-01-07T20:35:45.256605] [INFO ] [main      ] SOXX: Signal=1 (Conf=90.0%), Magnitude=-2.23% (Conf=56.9366%)
[2026-01-07T20:35:45.256985] [INFO ] [main      ] Fetching symbol history for HMC...
[2026-01-07T20:35:45.257038] [DEBUG] [REMOTE    ] HMC: Fetching historical data.
[2026-01-07T20:35:45.257665] [INFO ] [main      ] Progress: 154/391 forecasts completed (39.4%). SOXX finished in 0.7s. ETA: 40.4s. Rate: 352.24 forecasts/min
[2026-01-07T20:35:45.270669] [DEBUG] [REMOTE    ] HMC: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:45.272090] [DEBUG] [LOCAL     ] Loaded configuration for HMC: 4 features, N/A% accuracy
[2026-01-07T20:35:45.272142] [INFO ] [LOCAL     ] HMC: Loaded 4 optimal features with 56.85% confidence from JSON config
[2026-01-07T20:35:45.272173] [DEBUG] [MAG       ] Building data for symbol: HMC with lookback: 0
[2026-01-07T20:35:45.273198] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-07T20:35:45.273257] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-07T20:35:45.275648] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-07T20:35:45.278332] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-07T20:35:45.279899] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-07T20:35:45.281098] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:45.284875] [INFO ] [LOCAL     ] TSLX: Saved forecast.
[2026-01-07T20:35:45.284943] [INFO ] [main      ] TSLX: Signal=1 (Conf=90.0%), Magnitude=-1.00% (Conf=48.3251%)
[2026-01-07T20:35:45.285293] [INFO ] [main      ] Fetching symbol history for CHSCL...
[2026-01-07T20:35:45.285345] [DEBUG] [REMOTE    ] CHSCL: Fetching historical data.
[2026-01-07T20:35:45.286653] [INFO ] [main      ] Progress: 155/391 forecasts completed (39.6%). TSLX finished in 0.7s. ETA: 40.0s. Rate: 354.13 forecasts/min
[2026-01-07T20:35:45.295827] [DEBUG] [REMOTE    ] CHSCL: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:45.299734] [DEBUG] [LOCAL     ] Loaded configuration for CHSCL: 3 features, N/A% accuracy
[2026-01-07T20:35:45.299793] [INFO ] [LOCAL     ] CHSCL: Loaded 3 optimal features with 51.46% confidence from JSON config
[2026-01-07T20:35:45.299825] [DEBUG] [MAG       ] Building data for symbol: CHSCL with lookback: 0
[2026-01-07T20:35:45.300623] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-07T20:35:45.300683] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:45.305399] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-07T20:35:45.306366] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-07T20:35:45.308819] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:45.345710] [DEBUG] [MAG       ] TEM: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:45.468287] [INFO ] [LOCAL     ] TEM: Saved forecast.
[2026-01-07T20:35:45.468370] [INFO ] [main      ] TEM: Signal=1 (Conf=90.0%), Magnitude=2.71% (Conf=58.1967%)
[2026-01-07T20:35:45.468639] [INFO ] [main      ] Fetching symbol history for QQQJ...
[2026-01-07T20:35:45.468685] [DEBUG] [REMOTE    ] QQQJ: Fetching historical data.
[2026-01-07T20:35:45.470676] [INFO ] [main      ] Progress: 156/391 forecasts completed (39.9%). TEM finished in 0.7s. ETA: 39.8s. Rate: 353.94 forecasts/min
[2026-01-07T20:35:45.480370] [DEBUG] [REMOTE    ] QQQJ: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:45.481123] [DEBUG] [LOCAL     ] Loaded configuration for QQQJ: 4 features, N/A% accuracy
[2026-01-07T20:35:45.481174] [INFO ] [LOCAL     ] QQQJ: Loaded 4 optimal features with 49.25% confidence from JSON config
[2026-01-07T20:35:45.481214] [DEBUG] [MAG       ] Building data for symbol: QQQJ with lookback: 0
[2026-01-07T20:35:45.482000] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-07T20:35:45.482304] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:45.483987] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:35:45.484603] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:35:45.485126] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2026-01-07T20:35:45.490968] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:45.525224] [DEBUG] [MAG       ] BSCQ: Last date is validated at 2026-01-07
[2026-01-07T20:35:45.622226] [DEBUG] [MAG       ] HMC: Last date is validated at 2026-01-07
[2026-01-07T20:35:45.647350] [DEBUG] [MAG       ] CHSCL: Last date is validated at 2026-01-07
[2026-01-07T20:35:45.706389] [DEBUG] [MAG       ] BSCQ: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:45.791396] [DEBUG] [MAG       ] HMC: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:45.812320] [DEBUG] [MAG       ] CHSCL: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:45.829419] [DEBUG] [MAG       ] QQQJ: Last date is validated at 2026-01-07
[2026-01-07T20:35:45.870451] [INFO ] [LOCAL     ] HMC: Saved forecast.
[2026-01-07T20:35:45.870532] [INFO ] [main      ] HMC: Signal=1 (Conf=90.0%), Magnitude=-0.39% (Conf=56.8453%)
[2026-01-07T20:35:45.870969] [INFO ] [main      ] Fetching symbol history for MILN...
[2026-01-07T20:35:45.871027] [DEBUG] [REMOTE    ] MILN: Fetching historical data.
[2026-01-07T20:35:45.871659] [INFO ] [main      ] Progress: 157/391 forecasts completed (40.2%). HMC finished in 0.6s. ETA: 40.0s. Rate: 350.89 forecasts/min
[2026-01-07T20:35:45.873204] [INFO ] [LOCAL     ] CHSCL: Saved forecast.
[2026-01-07T20:35:45.873273] [INFO ] [main      ] CHSCL: Signal=1 (Conf=90.0%), Magnitude=-0.07% (Conf=51.456%)
[2026-01-07T20:35:45.873740] [INFO ] [main      ] Progress: 158/391 forecasts completed (40.4%). CHSCL finished in 0.6s. ETA: 39.6s. Rate: 353.09 forecasts/min
[2026-01-07T20:35:45.873870] [INFO ] [main      ] Fetching symbol history for KOD...
[2026-01-07T20:35:45.873913] [DEBUG] [REMOTE    ] KOD: Fetching historical data.
[2026-01-07T20:35:45.882251] [DEBUG] [REMOTE    ] MILN: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:45.883471] [DEBUG] [LOCAL     ] Loaded configuration for MILN: 7 features, N/A% accuracy
[2026-01-07T20:35:45.883525] [INFO ] [LOCAL     ] MILN: Loaded 7 optimal features with 56.92% confidence from JSON config
[2026-01-07T20:35:45.883558] [DEBUG] [MAG       ] Building data for symbol: MILN with lookback: 0
[2026-01-07T20:35:45.884405] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-07T20:35:45.884469] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-07T20:35:45.885036] [DEBUG] [REMOTE    ] KOD: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:45.885231] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:45.886159] [DEBUG] [LOCAL     ] Loaded configuration for KOD: 6 features, N/A% accuracy
[2026-01-07T20:35:45.886212] [INFO ] [LOCAL     ] KOD: Loaded 6 optimal features with 53.58% confidence from JSON config
[2026-01-07T20:35:45.886248] [DEBUG] [MAG       ] Building data for symbol: KOD with lookback: 0
[2026-01-07T20:35:45.886992] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:35:45.887083] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-07T20:35:45.887145] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:45.887550] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-07T20:35:45.888697] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-07T20:35:45.888838] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:35:45.889341] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:35:45.889980] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:35:45.890416] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-07T20:35:45.890596] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-07T20:35:45.891447] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-07T20:35:45.891710] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-07T20:35:45.892414] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:45.893874] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:45.987862] [INFO ] [LOCAL     ] BSCQ: Saved forecast.
[2026-01-07T20:35:45.987935] [INFO ] [main      ] BSCQ: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=13.5335%)
[2026-01-07T20:35:45.988381] [INFO ] [main      ] Fetching symbol history for FDUS...
[2026-01-07T20:35:45.988437] [DEBUG] [REMOTE    ] FDUS: Fetching historical data.
[2026-01-07T20:35:45.988678] [INFO ] [main      ] Progress: 159/391 forecasts completed (40.7%). BSCQ finished in 1.3s. ETA: 39.3s. Rate: 353.81 forecasts/min
[2026-01-07T20:35:45.999082] [DEBUG] [MAG       ] QQQJ: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:46.001440] [DEBUG] [REMOTE    ] FDUS: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:46.002494] [DEBUG] [LOCAL     ] Loaded configuration for FDUS: 3 features, N/A% accuracy
[2026-01-07T20:35:46.002567] [INFO ] [LOCAL     ] FDUS: Loaded 3 optimal features with 56.33% confidence from JSON config
[2026-01-07T20:35:46.002643] [DEBUG] [MAG       ] Building data for symbol: FDUS with lookback: 0
[2026-01-07T20:35:46.003547] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-07T20:35:46.003627] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:46.005503] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:35:46.006071] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-07T20:35:46.007440] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:46.069632] [INFO ] [LOCAL     ] QQQJ: Saved forecast.
[2026-01-07T20:35:46.069702] [INFO ] [main      ] QQQJ: Signal=1 (Conf=90.0%), Magnitude=0.20% (Conf=49.2488%)
[2026-01-07T20:35:46.070094] [INFO ] [main      ] Fetching symbol history for SWIM...
[2026-01-07T20:35:46.070145] [DEBUG] [REMOTE    ] SWIM: Fetching historical data.
[2026-01-07T20:35:46.071656] [INFO ] [main      ] Progress: 160/391 forecasts completed (40.9%). QQQJ finished in 0.6s. ETA: 39.0s. Rate: 354.95 forecasts/min
[2026-01-07T20:35:46.082665] [DEBUG] [REMOTE    ] SWIM: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:46.084345] [DEBUG] [LOCAL     ] Loaded configuration for SWIM: 5 features, N/A% accuracy
[2026-01-07T20:35:46.084402] [INFO ] [LOCAL     ] SWIM: Loaded 5 optimal features with 58.73% confidence from JSON config
[2026-01-07T20:35:46.084435] [DEBUG] [MAG       ] Building data for symbol: SWIM with lookback: 0
[2026-01-07T20:35:46.085297] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-07T20:35:46.085360] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:46.087164] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:35:46.087711] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:35:46.088159] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:35:46.088562] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-07T20:35:46.092963] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:46.235913] [DEBUG] [MAG       ] KOD: Last date is validated at 2026-01-07
[2026-01-07T20:35:46.246958] [DEBUG] [MAG       ] MILN: Last date is validated at 2026-01-07
[2026-01-07T20:35:46.369246] [DEBUG] [MAG       ] FDUS: Last date is validated at 2026-01-07
[2026-01-07T20:35:46.406257] [DEBUG] [MAG       ] KOD: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:46.417941] [DEBUG] [MAG       ] MILN: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:46.489362] [INFO ] [LOCAL     ] KOD: Saved forecast.
[2026-01-07T20:35:46.489427] [INFO ] [main      ] KOD: Signal=1 (Conf=90.0%), Magnitude=4.58% (Conf=53.5766%)
[2026-01-07T20:35:46.489830] [INFO ] [main      ] Progress: 161/391 forecasts completed (41.2%). KOD finished in 0.6s. ETA: 39.2s. Rate: 351.73 forecasts/min
[2026-01-07T20:35:46.489959] [INFO ] [main      ] Fetching symbol history for CMTL...
[2026-01-07T20:35:46.490000] [DEBUG] [REMOTE    ] CMTL: Fetching historical data.
[2026-01-07T20:35:46.490796] [DEBUG] [MAG       ] SWIM: Last date is validated at 2026-01-07
[2026-01-07T20:35:46.500703] [DEBUG] [REMOTE    ] CMTL: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:46.501543] [DEBUG] [LOCAL     ] Loaded configuration for CMTL: 4 features, N/A% accuracy
[2026-01-07T20:35:46.501621] [INFO ] [LOCAL     ] CMTL: Loaded 4 optimal features with 63.50% confidence from JSON config
[2026-01-07T20:35:46.501654] [DEBUG] [MAG       ] Building data for symbol: CMTL with lookback: 0
[2026-01-07T20:35:46.502413] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-07T20:35:46.502474] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:46.507215] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-07T20:35:46.507278] [INFO ] [LOCAL     ] MILN: Saved forecast.
[2026-01-07T20:35:46.507350] [INFO ] [main      ] MILN: Signal=1 (Conf=90.0%), Magnitude=-0.22% (Conf=56.9192%)
[2026-01-07T20:35:46.507747] [INFO ] [main      ] Fetching symbol history for LEA...
[2026-01-07T20:35:46.507799] [DEBUG] [REMOTE    ] LEA: Fetching historical data.
[2026-01-07T20:35:46.508128] [INFO ] [main      ] Progress: 162/391 forecasts completed (41.4%). MILN finished in 0.6s. ETA: 38.8s. Rate: 353.68 forecasts/min
[2026-01-07T20:35:46.508039] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-07T20:35:46.509921] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-07T20:35:46.514403] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:46.520067] [DEBUG] [REMOTE    ] LEA: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:46.521991] [DEBUG] [LOCAL     ] Loaded configuration for LEA: 5 features, N/A% accuracy
[2026-01-07T20:35:46.522048] [INFO ] [LOCAL     ] LEA: Loaded 5 optimal features with 37.24% confidence from JSON config
[2026-01-07T20:35:46.522079] [DEBUG] [MAG       ] Building data for symbol: LEA with lookback: 0
[2026-01-07T20:35:46.522940] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-07T20:35:46.523005] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-07T20:35:46.524010] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-07T20:35:46.525760] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-07T20:35:46.528690] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-07T20:35:46.529414] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-07T20:35:46.531038] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:46.553085] [DEBUG] [MAG       ] FDUS: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:46.620565] [INFO ] [LOCAL     ] FDUS: Saved forecast.
[2026-01-07T20:35:46.620651] [INFO ] [main      ] FDUS: Signal=1 (Conf=90.0%), Magnitude=-3.12% (Conf=56.3299%)
[2026-01-07T20:35:46.621003] [INFO ] [main      ] Fetching symbol history for EXP...
[2026-01-07T20:35:46.621052] [DEBUG] [REMOTE    ] EXP: Fetching historical data.
[2026-01-07T20:35:46.622645] [INFO ] [main      ] Progress: 163/391 forecasts completed (41.7%). FDUS finished in 0.6s. ETA: 38.6s. Rate: 354.38 forecasts/min
[2026-01-07T20:35:46.632683] [DEBUG] [REMOTE    ] EXP: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:46.635616] [DEBUG] [LOCAL     ] Loaded configuration for EXP: 0 features, N/A% accuracy
[2026-01-07T20:35:46.635676] [INFO ] [LOCAL     ] EXP: Loaded 0 optimal features with 51.99% confidence from JSON config
[2026-01-07T20:35:46.635708] [DEBUG] [MAG       ] Building data for symbol: EXP with lookback: 0
[2026-01-07T20:35:46.636493] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2026-01-07T20:35:46.658568] [DEBUG] [MAG       ] SWIM: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:46.721662] [INFO ] [LOCAL     ] SWIM: Saved forecast.
[2026-01-07T20:35:46.721734] [INFO ] [main      ] SWIM: Signal=1 (Conf=90.0%), Magnitude=3.23% (Conf=58.7252%)
[2026-01-07T20:35:46.722110] [INFO ] [main      ] Fetching symbol history for SHEL...
[2026-01-07T20:35:46.722161] [DEBUG] [REMOTE    ] SHEL: Fetching historical data.
[2026-01-07T20:35:46.722659] [INFO ] [main      ] Progress: 164/391 forecasts completed (41.9%). SWIM finished in 0.7s. ETA: 38.3s. Rate: 355.27 forecasts/min
[2026-01-07T20:35:46.734985] [DEBUG] [REMOTE    ] SHEL: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:46.735982] [DEBUG] [LOCAL     ] Loaded configuration for SHEL: 4 features, N/A% accuracy
[2026-01-07T20:35:46.736048] [INFO ] [LOCAL     ] SHEL: Loaded 4 optimal features with 58.15% confidence from JSON config
[2026-01-07T20:35:46.736080] [DEBUG] [MAG       ] Building data for symbol: SHEL with lookback: 0
[2026-01-07T20:35:46.736870] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-07T20:35:46.736930] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:46.741718] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-07T20:35:46.744101] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-07T20:35:46.852281] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-07T20:35:46.854857] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:46.916221] [DEBUG] [MAG       ] CMTL: Last date is validated at 2026-01-07
[2026-01-07T20:35:46.949232] [DEBUG] [MAG       ] LEA: Last date is validated at 2026-01-07
[2026-01-07T20:35:46.967419] [DEBUG] [MAG       ] EXP: Last date is validated at 2026-01-07
[2026-01-07T20:35:47.084902] [DEBUG] [MAG       ] CMTL: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:47.116924] [DEBUG] [MAG       ] LEA: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:47.131409] [DEBUG] [MAG       ] EXP: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:47.151272] [INFO ] [LOCAL     ] CMTL: Saved forecast.
[2026-01-07T20:35:47.151345] [INFO ] [main      ] CMTL: Signal=1 (Conf=90.0%), Magnitude=-11.20% (Conf=63.4976%)
[2026-01-07T20:35:47.151760] [INFO ] [main      ] Progress: 165/391 forecasts completed (42.2%). CMTL finished in 0.7s. ETA: 38.5s. Rate: 351.98 forecasts/min
[2026-01-07T20:35:47.151894] [INFO ] [main      ] Fetching symbol history for MGNI...
[2026-01-07T20:35:47.151940] [DEBUG] [REMOTE    ] MGNI: Fetching historical data.
[2026-01-07T20:35:47.163024] [DEBUG] [REMOTE    ] MGNI: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:47.164249] [DEBUG] [LOCAL     ] Loaded configuration for MGNI: 2 features, N/A% accuracy
[2026-01-07T20:35:47.164304] [INFO ] [LOCAL     ] MGNI: Loaded 2 optimal features with 58.05% confidence from JSON config
[2026-01-07T20:35:47.164337] [DEBUG] [MAG       ] Building data for symbol: MGNI with lookback: 0
[2026-01-07T20:35:47.165165] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-07T20:35:47.165228] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:47.170461] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-07T20:35:47.171593] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:47.192476] [DEBUG] [MAG       ] SHEL: Last date is validated at 2026-01-07
[2026-01-07T20:35:47.218888] [INFO ] [LOCAL     ] LEA: Saved forecast.
[2026-01-07T20:35:47.218958] [INFO ] [main      ] LEA: Signal=1 (Conf=90.0%), Magnitude=-1.49% (Conf=37.2419%)
[2026-01-07T20:35:47.219313] [INFO ] [main      ] Fetching symbol history for FTSM...
[2026-01-07T20:35:47.219364] [DEBUG] [REMOTE    ] FTSM: Fetching historical data.
[2026-01-07T20:35:47.219659] [INFO ] [main      ] Progress: 166/391 forecasts completed (42.5%). LEA finished in 0.7s. ETA: 38.2s. Rate: 353.26 forecasts/min
[2026-01-07T20:35:47.230991] [DEBUG] [REMOTE    ] FTSM: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:47.231868] [DEBUG] [LOCAL     ] Loaded configuration for FTSM: 50 features, N/A% accuracy
[2026-01-07T20:35:47.231930] [INFO ] [LOCAL     ] FTSM: Loaded 50 optimal features with 14.50% confidence from JSON config
[2026-01-07T20:35:47.231963] [DEBUG] [MAG       ] Building data for symbol: FTSM with lookback: 0
[2026-01-07T20:35:47.232788] [DEBUG] [FEATURES  ] DataBuilder: Executing 50 feature methods.
[2026-01-07T20:35:47.232891] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:47.237844] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:47.239639] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:35:47.240174] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:35:47.240645] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:35:47.241068] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-07T20:35:47.241843] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-07T20:35:47.242674] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-07T20:35:47.245544] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-07T20:35:47.253214] [INFO ] [LOCAL     ] EXP: Saved forecast.
[2026-01-07T20:35:47.253285] [INFO ] [main      ] EXP: Signal=1 (Conf=90.0%), Magnitude=-1.32% (Conf=51.9851%)
[2026-01-07T20:35:47.253645] [INFO ] [main      ] Fetching symbol history for CM...
[2026-01-07T20:35:47.253697] [DEBUG] [REMOTE    ] CM: Fetching historical data.
[2026-01-07T20:35:47.254617] [INFO ] [main      ] Progress: 167/391 forecasts completed (42.7%). EXP finished in 0.6s. ETA: 37.9s. Rate: 354.95 forecasts/min
[2026-01-07T20:35:47.265016] [DEBUG] [REMOTE    ] CM: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:47.266055] [DEBUG] [LOCAL     ] Loaded configuration for CM: 5 features, N/A% accuracy
[2026-01-07T20:35:47.266108] [INFO ] [LOCAL     ] CM: Loaded 5 optimal features with 64.93% confidence from JSON config
[2026-01-07T20:35:47.266140] [DEBUG] [MAG       ] Building data for symbol: CM with lookback: 0
[2026-01-07T20:35:47.266941] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-07T20:35:47.267001] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:47.268694] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:35:47.269199] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:35:47.269698] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:35:47.270092] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-07T20:35:47.270863] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:47.357432] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-07T20:35:47.359050] [DEBUG] [MAG       ] SHEL: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:47.359356] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-07T20:35:47.401645] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-07T20:35:47.402763] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-07T20:35:47.448663] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-07T20:35:47.449851] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-07T20:35:47.451107] [INFO ] [LOCAL     ] SHEL: Saved forecast.
[2026-01-07T20:35:47.451138] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-07T20:35:47.451175] [INFO ] [main      ] SHEL: Signal=1 (Conf=90.0%), Magnitude=-1.56% (Conf=58.1507%)
[2026-01-07T20:35:47.451518] [INFO ] [main      ] Fetching symbol history for EVF...
[2026-01-07T20:35:47.451582] [DEBUG] [REMOTE    ] EVF: Fetching historical data.
[2026-01-07T20:35:47.451653] [INFO ] [main      ] Progress: 168/391 forecasts completed (43.0%). SHEL finished in 0.7s. ETA: 37.7s. Rate: 354.60 forecasts/min
[2026-01-07T20:35:47.462715] [DEBUG] [REMOTE    ] EVF: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:47.463848] [DEBUG] [LOCAL     ] Loaded configuration for EVF: 4 features, N/A% accuracy
[2026-01-07T20:35:47.463908] [INFO ] [LOCAL     ] EVF: Loaded 4 optimal features with 41.33% confidence from JSON config
[2026-01-07T20:35:47.463940] [DEBUG] [MAG       ] Building data for symbol: EVF with lookback: 0
[2026-01-07T20:35:47.464732] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-07T20:35:47.464793] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:47.469758] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:47.471810] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:35:47.472279] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-07T20:35:47.490139] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:47.509801] [DEBUG] [MAG       ] MGNI: Last date is validated at 2026-01-07
[2026-01-07T20:35:47.531021] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-07T20:35:47.531916] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-07T20:35:47.533894] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-07T20:35:47.536800] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-07T20:35:47.537908] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-07T20:35:47.540050] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-07T20:35:47.540878] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-07T20:35:47.545451] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-07T20:35:47.546647] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-07T20:35:47.547985] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2026-01-07T20:35:47.549553] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-07T20:35:47.552497] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-07T20:35:47.553189] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-07T20:35:47.553944] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-07T20:35:47.556025] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-07T20:35:47.557157] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-07T20:35:47.557898] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-07T20:35:47.558628] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2026-01-07T20:35:47.559338] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-07T20:35:47.562270] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-07T20:35:47.563961] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-07T20:35:47.566492] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2026-01-07T20:35:47.568768] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2026-01-07T20:35:47.572810] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-07T20:35:47.591194] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-07T20:35:47.592413] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-07T20:35:47.594166] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-07T20:35:47.594935] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-07T20:35:47.596595] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2026-01-07T20:35:47.598244] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-07T20:35:47.599192] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-07T20:35:47.600461] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2026-01-07T20:35:47.601726] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-07T20:35:47.603788] [DEBUG] [MAG       ] CM: Last date is validated at 2026-01-07
[2026-01-07T20:35:47.603849] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2026-01-07T20:35:47.605471] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:47.679370] [DEBUG] [MAG       ] MGNI: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:47.756902] [INFO ] [LOCAL     ] MGNI: Saved forecast.
[2026-01-07T20:35:47.756969] [INFO ] [main      ] MGNI: Signal=1 (Conf=90.0%), Magnitude=-1.54% (Conf=58.053%)
[2026-01-07T20:35:47.757337] [INFO ] [main      ] Progress: 169/391 forecasts completed (43.2%). MGNI finished in 0.6s. ETA: 37.7s. Rate: 352.92 forecasts/min
[2026-01-07T20:35:47.757461] [INFO ] [main      ] Fetching symbol history for CIF...
[2026-01-07T20:35:47.757504] [DEBUG] [REMOTE    ] CIF: Fetching historical data.
[2026-01-07T20:35:47.767900] [DEBUG] [REMOTE    ] CIF: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:47.768923] [DEBUG] [LOCAL     ] Loaded configuration for CIF: 0 features, N/A% accuracy
[2026-01-07T20:35:47.768983] [INFO ] [LOCAL     ] CIF: Loaded 0 optimal features with 16.43% confidence from JSON config
[2026-01-07T20:35:47.769019] [DEBUG] [MAG       ] Building data for symbol: CIF with lookback: 0
[2026-01-07T20:35:47.768983] [DEBUG] [MAG       ] CM: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:47.769850] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2026-01-07T20:35:47.825038] [DEBUG] [MAG       ] EVF: Last date is validated at 2026-01-07
[2026-01-07T20:35:47.848956] [INFO ] [LOCAL     ] CM: Saved forecast.
[2026-01-07T20:35:47.849022] [INFO ] [main      ] CM: Signal=1 (Conf=90.0%), Magnitude=1.30% (Conf=64.9339%)
[2026-01-07T20:35:47.849183] [INFO ] [main      ] Fetching symbol history for VC...
[2026-01-07T20:35:47.849226] [DEBUG] [REMOTE    ] VC: Fetching historical data.
[2026-01-07T20:35:47.849864] [INFO ] [main      ] Progress: 170/391 forecasts completed (43.5%). CM finished in 0.6s. ETA: 37.5s. Rate: 353.87 forecasts/min
[2026-01-07T20:35:47.860908] [DEBUG] [REMOTE    ] VC: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:47.862008] [DEBUG] [LOCAL     ] Loaded configuration for VC: 3 features, N/A% accuracy
[2026-01-07T20:35:47.862065] [INFO ] [LOCAL     ] VC: Loaded 3 optimal features with 52.55% confidence from JSON config
[2026-01-07T20:35:47.862097] [DEBUG] [MAG       ] Building data for symbol: VC with lookback: 0
[2026-01-07T20:35:47.863208] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-07T20:35:47.863268] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:47.868005] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-07T20:35:47.943398] [DEBUG] [MAG       ] FTSM: Last date is validated at 2026-01-07
[2026-01-07T20:35:47.975190] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-07T20:35:47.975995] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:47.990205] [DEBUG] [MAG       ] EVF: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:48.047228] [INFO ] [LOCAL     ] EVF: Saved forecast.
[2026-01-07T20:35:48.047299] [INFO ] [main      ] EVF: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=41.3252%)
[2026-01-07T20:35:48.047664] [INFO ] [main      ] Fetching symbol history for PRGO...
[2026-01-07T20:35:48.047715] [DEBUG] [REMOTE    ] PRGO: Fetching historical data.
[2026-01-07T20:35:48.050551] [INFO ] [main      ] Progress: 171/391 forecasts completed (43.7%). EVF finished in 0.6s. ETA: 37.3s. Rate: 353.49 forecasts/min
[2026-01-07T20:35:48.064862] [DEBUG] [REMOTE    ] PRGO: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:48.065863] [DEBUG] [LOCAL     ] Loaded configuration for PRGO: 6 features, N/A% accuracy
[2026-01-07T20:35:48.065923] [INFO ] [LOCAL     ] PRGO: Loaded 6 optimal features with 44.88% confidence from JSON config
[2026-01-07T20:35:48.065957] [DEBUG] [MAG       ] Building data for symbol: PRGO with lookback: 0
[2026-01-07T20:35:48.066806] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-07T20:35:48.066869] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:48.071770] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:48.073589] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:35:48.074076] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:35:48.074520] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:35:48.074938] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-07T20:35:48.110451] [DEBUG] [MAG       ] FTSM: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:48.117598] [DEBUG] [MAG       ] CIF: Last date is validated at 2026-01-07
[2026-01-07T20:35:48.188026] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:48.283372] [DEBUG] [MAG       ] CIF: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:48.308770] [DEBUG] [MAG       ] VC: Last date is validated at 2026-01-07
[2026-01-07T20:35:48.329057] [INFO ] [LOCAL     ] CIF: Saved forecast.
[2026-01-07T20:35:48.329126] [INFO ] [main      ] CIF: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=16.4296%)
[2026-01-07T20:35:48.329488] [INFO ] [main      ] Fetching symbol history for PLUG...
[2026-01-07T20:35:48.329555] [DEBUG] [REMOTE    ] PLUG: Fetching historical data.
[2026-01-07T20:35:48.330657] [INFO ] [main      ] Progress: 172/391 forecasts completed (44.0%). CIF finished in 0.6s. ETA: 37.3s. Rate: 352.15 forecasts/min
[2026-01-07T20:35:48.340591] [DEBUG] [REMOTE    ] PLUG: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:48.341624] [DEBUG] [LOCAL     ] Loaded configuration for PLUG: 4 features, N/A% accuracy
[2026-01-07T20:35:48.341677] [INFO ] [LOCAL     ] PLUG: Loaded 4 optimal features with 56.33% confidence from JSON config
[2026-01-07T20:35:48.342021] [DEBUG] [MAG       ] Building data for symbol: PLUG with lookback: 0
[2026-01-07T20:35:48.342839] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-07T20:35:48.342902] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:48.347857] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:48.349674] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:35:48.350161] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-07T20:35:48.350940] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:48.391180] [INFO ] [LOCAL     ] FTSM: Saved forecast.
[2026-01-07T20:35:48.391250] [INFO ] [main      ] FTSM: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=14.4978%)
[2026-01-07T20:35:48.391688] [INFO ] [main      ] Fetching symbol history for CHSCN...
[2026-01-07T20:35:48.391740] [DEBUG] [REMOTE    ] CHSCN: Fetching historical data.
[2026-01-07T20:35:48.392639] [INFO ] [main      ] Progress: 173/391 forecasts completed (44.2%). FTSM finished in 1.2s. ETA: 37.0s. Rate: 353.45 forecasts/min
[2026-01-07T20:35:48.403359] [DEBUG] [REMOTE    ] CHSCN: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:48.404271] [DEBUG] [LOCAL     ] Loaded configuration for CHSCN: 6 features, N/A% accuracy
[2026-01-07T20:35:48.404322] [INFO ] [LOCAL     ] CHSCN: Loaded 6 optimal features with 33.61% confidence from JSON config
[2026-01-07T20:35:48.404353] [DEBUG] [MAG       ] Building data for symbol: CHSCN with lookback: 0
[2026-01-07T20:35:48.405151] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-07T20:35:48.405534] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:48.407241] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:35:48.407796] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:35:48.408192] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-07T20:35:48.409091] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-07T20:35:48.476768] [DEBUG] [MAG       ] VC: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:48.526257] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-07T20:35:48.527537] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:48.534457] [DEBUG] [MAG       ] PRGO: Last date is validated at 2026-01-07
[2026-01-07T20:35:48.571183] [INFO ] [LOCAL     ] VC: Saved forecast.
[2026-01-07T20:35:48.571252] [INFO ] [main      ] VC: Signal=1 (Conf=90.0%), Magnitude=-1.61% (Conf=52.5462%)
[2026-01-07T20:35:48.571793] [INFO ] [main      ] Fetching symbol history for GPIQ...
[2026-01-07T20:35:48.571846] [DEBUG] [REMOTE    ] GPIQ: Fetching historical data.
[2026-01-07T20:35:48.572665] [INFO ] [main      ] Progress: 174/391 forecasts completed (44.5%). VC finished in 0.7s. ETA: 36.8s. Rate: 353.33 forecasts/min
[2026-01-07T20:35:48.584683] [DEBUG] [REMOTE    ] GPIQ: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:48.585541] [DEBUG] [LOCAL     ] Loaded configuration for GPIQ: 0 features, N/A% accuracy
[2026-01-07T20:35:48.585613] [INFO ] [LOCAL     ] GPIQ: Loaded 0 optimal features with 54.17% confidence from JSON config
[2026-01-07T20:35:48.585646] [DEBUG] [MAG       ] Building data for symbol: GPIQ with lookback: 0
[2026-01-07T20:35:48.586407] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2026-01-07T20:35:48.686517] [DEBUG] [MAG       ] PLUG: Last date is validated at 2026-01-07
[2026-01-07T20:35:48.703264] [DEBUG] [MAG       ] PRGO: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:48.784118] [INFO ] [LOCAL     ] PRGO: Saved forecast.
[2026-01-07T20:35:48.784187] [INFO ] [main      ] PRGO: Signal=1 (Conf=90.0%), Magnitude=3.60% (Conf=44.8836%)
[2026-01-07T20:35:48.784594] [INFO ] [main      ] Progress: 175/391 forecasts completed (44.8%). PRGO finished in 0.7s. ETA: 36.7s. Rate: 352.83 forecasts/min
[2026-01-07T20:35:48.784761] [INFO ] [main      ] Fetching symbol history for CPK...
[2026-01-07T20:35:48.784807] [DEBUG] [REMOTE    ] CPK: Fetching historical data.
[2026-01-07T20:35:48.796664] [DEBUG] [REMOTE    ] CPK: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:48.797506] [DEBUG] [LOCAL     ] Loaded configuration for CPK: 9 features, N/A% accuracy
[2026-01-07T20:35:48.797564] [INFO ] [LOCAL     ] CPK: Loaded 9 optimal features with 69.73% confidence from JSON config
[2026-01-07T20:35:48.797622] [DEBUG] [MAG       ] Building data for symbol: CPK with lookback: 0
[2026-01-07T20:35:48.798411] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-07T20:35:48.798475] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:48.803523] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:48.805457] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:35:48.805950] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:35:48.806348] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-07T20:35:48.807285] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-07T20:35:48.808514] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-07T20:35:48.809623] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-07T20:35:48.810725] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-07T20:35:48.811824] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:48.852021] [DEBUG] [MAG       ] PLUG: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:48.875803] [DEBUG] [MAG       ] CHSCN: Last date is validated at 2026-01-07
[2026-01-07T20:35:48.909414] [INFO ] [LOCAL     ] PLUG: Saved forecast.
[2026-01-07T20:35:48.909488] [INFO ] [main      ] PLUG: Signal=1 (Conf=90.0%), Magnitude=-5.65% (Conf=56.3261%)
[2026-01-07T20:35:48.909897] [INFO ] [main      ] Fetching symbol history for NOMD...
[2026-01-07T20:35:48.909947] [DEBUG] [REMOTE    ] NOMD: Fetching historical data.
[2026-01-07T20:35:48.911695] [INFO ] [main      ] Progress: 176/391 forecasts completed (45.0%). PLUG finished in 0.6s. ETA: 36.5s. Rate: 353.34 forecasts/min
[2026-01-07T20:35:48.920656] [DEBUG] [MAG       ] GPIQ: Last date is validated at 2026-01-07
[2026-01-07T20:35:48.920995] [DEBUG] [REMOTE    ] NOMD: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:48.921892] [DEBUG] [LOCAL     ] Loaded configuration for NOMD: 6 features, N/A% accuracy
[2026-01-07T20:35:48.921950] [INFO ] [LOCAL     ] NOMD: Loaded 6 optimal features with 57.11% confidence from JSON config
[2026-01-07T20:35:48.921982] [DEBUG] [MAG       ] Building data for symbol: NOMD with lookback: 0
[2026-01-07T20:35:48.922769] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-07T20:35:48.922831] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:48.927535] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-07T20:35:48.967558] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-07T20:35:48.968725] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-07T20:35:48.969966] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-07T20:35:48.971906] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-07T20:35:48.972548] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:49.044843] [DEBUG] [MAG       ] CHSCN: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:49.084998] [DEBUG] [MAG       ] GPIQ: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:49.099967] [INFO ] [LOCAL     ] CHSCN: Saved forecast.
[2026-01-07T20:35:49.100035] [INFO ] [main      ] CHSCN: Signal=1 (Conf=90.0%), Magnitude=0.05% (Conf=33.6073%)
[2026-01-07T20:35:49.100417] [INFO ] [main      ] Fetching symbol history for CE...
[2026-01-07T20:35:49.100469] [DEBUG] [REMOTE    ] CE: Fetching historical data.
[2026-01-07T20:35:49.101648] [INFO ] [main      ] Progress: 177/391 forecasts completed (45.3%). CHSCN finished in 0.7s. ETA: 36.4s. Rate: 353.10 forecasts/min
[2026-01-07T20:35:49.112668] [DEBUG] [REMOTE    ] CE: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:49.113103] [DEBUG] [LOCAL     ] Loaded configuration for CE: 6 features, N/A% accuracy
[2026-01-07T20:35:49.113150] [INFO ] [LOCAL     ] CE: Loaded 6 optimal features with 45.32% confidence from JSON config
[2026-01-07T20:35:49.113182] [DEBUG] [MAG       ] Building data for symbol: CE with lookback: 0
[2026-01-07T20:35:49.113993] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-07T20:35:49.114250] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:49.119246] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:49.121091] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:35:49.121588] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:35:49.121983] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-07T20:35:49.124365] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-07T20:35:49.126079] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:49.147415] [DEBUG] [MAG       ] CPK: Last date is validated at 2026-01-07
[2026-01-07T20:35:49.154330] [INFO ] [LOCAL     ] GPIQ: Saved forecast.
[2026-01-07T20:35:49.154396] [INFO ] [main      ] GPIQ: Signal=1 (Conf=90.0%), Magnitude=0.40% (Conf=54.1706%)
[2026-01-07T20:35:49.154554] [INFO ] [main      ] Fetching symbol history for MGTX...
[2026-01-07T20:35:49.154616] [DEBUG] [REMOTE    ] MGTX: Fetching historical data.
[2026-01-07T20:35:49.155643] [INFO ] [main      ] Progress: 178/391 forecasts completed (45.5%). GPIQ finished in 0.6s. ETA: 36.1s. Rate: 354.46 forecasts/min
[2026-01-07T20:35:49.166283] [DEBUG] [REMOTE    ] MGTX: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:49.167229] [DEBUG] [LOCAL     ] Loaded configuration for MGTX: 5 features, N/A% accuracy
[2026-01-07T20:35:49.167278] [INFO ] [LOCAL     ] MGTX: Loaded 5 optimal features with 59.49% confidence from JSON config
[2026-01-07T20:35:49.167308] [DEBUG] [MAG       ] Building data for symbol: MGTX with lookback: 0
[2026-01-07T20:35:49.168110] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-07T20:35:49.168170] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:49.169875] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:35:49.170373] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-07T20:35:49.171279] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-07T20:35:49.172353] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2026-01-07T20:35:49.178104] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:49.308109] [DEBUG] [MAG       ] NOMD: Last date is validated at 2026-01-07
[2026-01-07T20:35:49.314655] [DEBUG] [MAG       ] CPK: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:49.412268] [INFO ] [LOCAL     ] CPK: Saved forecast.
[2026-01-07T20:35:49.412338] [INFO ] [main      ] CPK: Signal=1 (Conf=90.0%), Magnitude=0.54% (Conf=69.7337%)
[2026-01-07T20:35:49.412696] [INFO ] [main      ] Fetching symbol history for KFY...
[2026-01-07T20:35:49.412747] [DEBUG] [REMOTE    ] KFY: Fetching historical data.
[2026-01-07T20:35:49.413658] [INFO ] [main      ] Progress: 179/391 forecasts completed (45.8%). CPK finished in 0.6s. ETA: 36.0s. Rate: 353.43 forecasts/min
[2026-01-07T20:35:49.424028] [DEBUG] [REMOTE    ] KFY: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:49.425097] [DEBUG] [LOCAL     ] Loaded configuration for KFY: 5 features, N/A% accuracy
[2026-01-07T20:35:49.425148] [INFO ] [LOCAL     ] KFY: Loaded 5 optimal features with 55.48% confidence from JSON config
[2026-01-07T20:35:49.425179] [DEBUG] [MAG       ] Building data for symbol: KFY with lookback: 0
[2026-01-07T20:35:49.425978] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-07T20:35:49.426038] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:49.427903] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:35:49.428402] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:35:49.428810] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-07T20:35:49.432004] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2026-01-07T20:35:49.434237] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:49.469220] [DEBUG] [MAG       ] CE: Last date is validated at 2026-01-07
[2026-01-07T20:35:49.474326] [DEBUG] [MAG       ] NOMD: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:49.510981] [DEBUG] [MAG       ] MGTX: Last date is validated at 2026-01-07
[2026-01-07T20:35:49.547287] [INFO ] [LOCAL     ] NOMD: Saved forecast.
[2026-01-07T20:35:49.547357] [INFO ] [main      ] NOMD: Signal=1 (Conf=90.0%), Magnitude=-3.62% (Conf=57.1138%)
[2026-01-07T20:35:49.547520] [INFO ] [main      ] Fetching symbol history for RGCO...
[2026-01-07T20:35:49.547566] [DEBUG] [REMOTE    ] RGCO: Fetching historical data.
[2026-01-07T20:35:49.548703] [INFO ] [main      ] Progress: 180/391 forecasts completed (46.0%). NOMD finished in 0.6s. ETA: 35.8s. Rate: 353.83 forecasts/min
[2026-01-07T20:35:49.558612] [DEBUG] [REMOTE    ] RGCO: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:49.559672] [DEBUG] [LOCAL     ] Loaded configuration for RGCO: 9 features, N/A% accuracy
[2026-01-07T20:35:49.559727] [INFO ] [LOCAL     ] RGCO: Loaded 9 optimal features with 64.83% confidence from JSON config
[2026-01-07T20:35:49.559759] [DEBUG] [MAG       ] Building data for symbol: RGCO with lookback: 0
[2026-01-07T20:35:49.560518] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-07T20:35:49.560599] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:49.565443] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-07T20:35:49.567958] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-07T20:35:49.606961] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-07T20:35:49.607984] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-07T20:35:49.608769] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-07T20:35:49.612964] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-07T20:35:49.613614] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2026-01-07T20:35:49.617492] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-07T20:35:49.635869] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:49.643879] [DEBUG] [MAG       ] CE: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:49.675807] [DEBUG] [MAG       ] MGTX: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:49.742439] [INFO ] [LOCAL     ] MGTX: Saved forecast.
[2026-01-07T20:35:49.742515] [INFO ] [main      ] MGTX: Signal=1 (Conf=90.0%), Magnitude=12.03% (Conf=59.4878%)
[2026-01-07T20:35:49.742869] [INFO ] [main      ] Fetching symbol history for FSLY...
[2026-01-07T20:35:49.742920] [DEBUG] [REMOTE    ] FSLY: Fetching historical data.
[2026-01-07T20:35:49.743700] [INFO ] [main      ] Progress: 181/391 forecasts completed (46.3%). MGTX finished in 0.6s. ETA: 35.6s. Rate: 353.53 forecasts/min
[2026-01-07T20:35:49.754394] [DEBUG] [REMOTE    ] FSLY: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:49.755237] [DEBUG] [LOCAL     ] Loaded configuration for FSLY: 8 features, N/A% accuracy
[2026-01-07T20:35:49.755294] [INFO ] [LOCAL     ] FSLY: Loaded 8 optimal features with 52.58% confidence from JSON config
[2026-01-07T20:35:49.755330] [DEBUG] [MAG       ] Building data for symbol: FSLY with lookback: 0
[2026-01-07T20:35:49.756114] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-07T20:35:49.756176] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:49.760898] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-07T20:35:49.761717] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-07T20:35:49.762525] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-07T20:35:49.764892] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-07T20:35:49.765858] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-07T20:35:49.766886] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-07T20:35:49.767568] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-07T20:35:49.769531] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:49.780565] [INFO ] [LOCAL     ] CE: Saved forecast.
[2026-01-07T20:35:49.780659] [INFO ] [main      ] CE: Signal=1 (Conf=90.0%), Magnitude=-1.95% (Conf=45.3206%)
[2026-01-07T20:35:49.781010] [INFO ] [main      ] Fetching symbol history for BDTX...
[2026-01-07T20:35:49.781060] [DEBUG] [REMOTE    ] BDTX: Fetching historical data.
[2026-01-07T20:35:49.782661] [INFO ] [main      ] Progress: 182/391 forecasts completed (46.5%). CE finished in 0.7s. ETA: 35.3s. Rate: 355.04 forecasts/min
[2026-01-07T20:35:49.786432] [DEBUG] [MAG       ] KFY: Last date is validated at 2026-01-07
[2026-01-07T20:35:49.792450] [DEBUG] [REMOTE    ] BDTX: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:49.793469] [DEBUG] [LOCAL     ] Loaded configuration for BDTX: 3 features, N/A% accuracy
[2026-01-07T20:35:49.793521] [INFO ] [LOCAL     ] BDTX: Loaded 3 optimal features with 48.14% confidence from JSON config
[2026-01-07T20:35:49.793552] [DEBUG] [MAG       ] Building data for symbol: BDTX with lookback: 0
[2026-01-07T20:35:49.794340] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-07T20:35:49.794398] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:49.799122] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-07T20:35:49.800094] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-07T20:35:49.801779] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:49.957976] [DEBUG] [MAG       ] KFY: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:49.977294] [DEBUG] [MAG       ] RGCO: Last date is validated at 2026-01-07
[2026-01-07T20:35:50.047465] [INFO ] [LOCAL     ] KFY: Saved forecast.
[2026-01-07T20:35:50.047534] [INFO ] [main      ] KFY: Signal=1 (Conf=90.0%), Magnitude=0.08% (Conf=55.4778%)
[2026-01-07T20:35:50.047985] [INFO ] [main      ] Fetching symbol history for MCRI...
[2026-01-07T20:35:50.048039] [DEBUG] [REMOTE    ] MCRI: Fetching historical data.
[2026-01-07T20:35:50.048906] [INFO ] [main      ] Progress: 183/391 forecasts completed (46.8%). KFY finished in 0.6s. ETA: 35.3s. Rate: 353.92 forecasts/min
[2026-01-07T20:35:50.059935] [DEBUG] [REMOTE    ] MCRI: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:50.061105] [DEBUG] [LOCAL     ] Loaded configuration for MCRI: 8 features, N/A% accuracy
[2026-01-07T20:35:50.061157] [INFO ] [LOCAL     ] MCRI: Loaded 8 optimal features with 51.72% confidence from JSON config
[2026-01-07T20:35:50.061189] [DEBUG] [MAG       ] Building data for symbol: MCRI with lookback: 0
[2026-01-07T20:35:50.062023] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-07T20:35:50.062084] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:50.063799] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:35:50.064301] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:35:50.064813] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:35:50.065202] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-07T20:35:50.065865] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-07T20:35:50.067887] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2026-01-07T20:35:50.072191] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-07T20:35:50.073520] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:50.103834] [DEBUG] [MAG       ] FSLY: Last date is validated at 2026-01-07
[2026-01-07T20:35:50.140317] [DEBUG] [MAG       ] BDTX: Last date is validated at 2026-01-07
[2026-01-07T20:35:50.144552] [DEBUG] [MAG       ] RGCO: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:50.226790] [INFO ] [LOCAL     ] RGCO: Saved forecast.
[2026-01-07T20:35:50.226902] [INFO ] [main      ] RGCO: Signal=1 (Conf=90.0%), Magnitude=-0.16% (Conf=64.8285%)
[2026-01-07T20:35:50.227455] [INFO ] [main      ] Fetching symbol history for SVC...
[2026-01-07T20:35:50.227525] [DEBUG] [REMOTE    ] SVC: Fetching historical data.
[2026-01-07T20:35:50.227669] [INFO ] [main      ] Progress: 184/391 forecasts completed (47.1%). RGCO finished in 0.7s. ETA: 35.1s. Rate: 353.82 forecasts/min
[2026-01-07T20:35:50.238306] [DEBUG] [REMOTE    ] SVC: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:50.239422] [DEBUG] [LOCAL     ] Loaded configuration for SVC: 3 features, N/A% accuracy
[2026-01-07T20:35:50.239474] [INFO ] [LOCAL     ] SVC: Loaded 3 optimal features with 63.33% confidence from JSON config
[2026-01-07T20:35:50.239724] [DEBUG] [MAG       ] Building data for symbol: SVC with lookback: 0
[2026-01-07T20:35:50.240701] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-07T20:35:50.240759] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:50.245509] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-07T20:35:50.269183] [DEBUG] [MAG       ] FSLY: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:50.307514] [DEBUG] [MAG       ] BDTX: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:50.356688] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2026-01-07T20:35:50.362026] [INFO ] [LOCAL     ] FSLY: Saved forecast.
[2026-01-07T20:35:50.362093] [INFO ] [main      ] FSLY: Signal=1 (Conf=90.0%), Magnitude=15.38% (Conf=52.5799%)
[2026-01-07T20:35:50.362256] [INFO ] [main      ] Fetching symbol history for BHFAL...
[2026-01-07T20:35:50.362300] [DEBUG] [REMOTE    ] BHFAL: Fetching historical data.
[2026-01-07T20:35:50.363213] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:50.363665] [INFO ] [main      ] Progress: 185/391 forecasts completed (47.3%). FSLY finished in 0.6s. ETA: 34.9s. Rate: 354.20 forecasts/min
[2026-01-07T20:35:50.366995] [INFO ] [LOCAL     ] BDTX: Saved forecast.
[2026-01-07T20:35:50.367068] [INFO ] [main      ] BDTX: Signal=1 (Conf=90.0%), Magnitude=7.53% (Conf=48.1351%)
[2026-01-07T20:35:50.367415] [INFO ] [main      ] Fetching symbol history for AOD...
[2026-01-07T20:35:50.367467] [DEBUG] [REMOTE    ] AOD: Fetching historical data.
[2026-01-07T20:35:50.367611] [INFO ] [main      ] Progress: 186/391 forecasts completed (47.6%). BDTX finished in 0.6s. ETA: 34.5s. Rate: 356.07 forecasts/min
[2026-01-07T20:35:50.374885] [DEBUG] [REMOTE    ] BHFAL: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:50.376058] [DEBUG] [LOCAL     ] Loaded configuration for BHFAL: 4 features, N/A% accuracy
[2026-01-07T20:35:50.376147] [INFO ] [LOCAL     ] BHFAL: Loaded 4 optimal features with 62.81% confidence from JSON config
[2026-01-07T20:35:50.376183] [DEBUG] [MAG       ] Building data for symbol: BHFAL with lookback: 0
[2026-01-07T20:35:50.377291] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-07T20:35:50.377357] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:50.379252] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:35:50.379233] [DEBUG] [REMOTE    ] AOD: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:50.379864] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-07T20:35:50.380127] [DEBUG] [LOCAL     ] Loaded configuration for AOD: 5 features, N/A% accuracy
[2026-01-07T20:35:50.380184] [INFO ] [LOCAL     ] AOD: Loaded 5 optimal features with 36.28% confidence from JSON config
[2026-01-07T20:35:50.380216] [DEBUG] [MAG       ] Building data for symbol: AOD with lookback: 0
[2026-01-07T20:35:50.381029] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-07T20:35:50.381090] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-07T20:35:50.381213] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-07T20:35:50.383786] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-07T20:35:50.384088] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:50.386214] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-07T20:35:50.387259] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-07T20:35:50.388685] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2026-01-07T20:35:50.391471] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:50.420241] [DEBUG] [MAG       ] MCRI: Last date is validated at 2026-01-07
[2026-01-07T20:35:50.585997] [DEBUG] [MAG       ] MCRI: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:50.699015] [INFO ] [LOCAL     ] MCRI: Saved forecast.
[2026-01-07T20:35:50.699085] [INFO ] [main      ] MCRI: Signal=1 (Conf=90.0%), Magnitude=0.03% (Conf=51.7198%)
[2026-01-07T20:35:50.699451] [INFO ] [main      ] Progress: 187/391 forecasts completed (47.8%). MCRI finished in 0.7s. ETA: 34.6s. Rate: 354.23 forecasts/min
[2026-01-07T20:35:50.699627] [INFO ] [main      ] Fetching symbol history for MRK...
[2026-01-07T20:35:50.699672] [DEBUG] [REMOTE    ] MRK: Fetching historical data.
[2026-01-07T20:35:50.700784] [DEBUG] [MAG       ] SVC: Last date is validated at 2026-01-07
[2026-01-07T20:35:50.711519] [DEBUG] [REMOTE    ] MRK: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:50.712507] [DEBUG] [LOCAL     ] Loaded configuration for MRK: 6 features, N/A% accuracy
[2026-01-07T20:35:50.712558] [INFO ] [LOCAL     ] MRK: Loaded 6 optimal features with 53.48% confidence from JSON config
[2026-01-07T20:35:50.712629] [DEBUG] [MAG       ] Building data for symbol: MRK with lookback: 0
[2026-01-07T20:35:50.713390] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-07T20:35:50.713450] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:50.715131] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:35:50.719395] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:35:50.719910] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:35:50.720294] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-07T20:35:50.721463] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-07T20:35:50.724094] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:50.734291] [DEBUG] [MAG       ] AOD: Last date is validated at 2026-01-07
[2026-01-07T20:35:50.740873] [DEBUG] [MAG       ] BHFAL: Last date is validated at 2026-01-07
[2026-01-07T20:35:50.865936] [DEBUG] [MAG       ] SVC: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:50.907666] [DEBUG] [MAG       ] AOD: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:50.916451] [DEBUG] [MAG       ] BHFAL: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:50.921849] [INFO ] [LOCAL     ] SVC: Saved forecast.
[2026-01-07T20:35:50.921914] [INFO ] [main      ] SVC: Signal=1 (Conf=90.0%), Magnitude=0.35% (Conf=63.3303%)
[2026-01-07T20:35:50.922351] [INFO ] [main      ] Fetching symbol history for TROX...
[2026-01-07T20:35:50.922403] [DEBUG] [REMOTE    ] TROX: Fetching historical data.
[2026-01-07T20:35:50.922662] [INFO ] [main      ] Progress: 188/391 forecasts completed (48.1%). SVC finished in 0.7s. ETA: 34.4s. Rate: 353.63 forecasts/min
[2026-01-07T20:35:50.933515] [DEBUG] [REMOTE    ] TROX: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:50.934314] [DEBUG] [LOCAL     ] Loaded configuration for TROX: 3 features, N/A% accuracy
[2026-01-07T20:35:50.934364] [INFO ] [LOCAL     ] TROX: Loaded 3 optimal features with 52.66% confidence from JSON config
[2026-01-07T20:35:50.934395] [DEBUG] [MAG       ] Building data for symbol: TROX with lookback: 0
[2026-01-07T20:35:50.935168] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-07T20:35:50.935226] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-07T20:35:50.936844] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-07T20:35:50.937833] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-07T20:35:50.982276] [INFO ] [LOCAL     ] BHFAL: Saved forecast.
[2026-01-07T20:35:50.982347] [INFO ] [main      ] BHFAL: Signal=1 (Conf=90.0%), Magnitude=0.75% (Conf=62.8078%)
[2026-01-07T20:35:50.982518] [INFO ] [main      ] Fetching symbol history for ERNA...
[2026-01-07T20:35:50.982565] [DEBUG] [REMOTE    ] ERNA: Fetching historical data.
[2026-01-07T20:35:50.984651] [INFO ] [main      ] Progress: 189/391 forecasts completed (48.3%). BHFAL finished in 0.6s. ETA: 34.2s. Rate: 354.83 forecasts/min
[2026-01-07T20:35:50.987770] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:50.993870] [DEBUG] [REMOTE    ] ERNA: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:50.994803] [DEBUG] [LOCAL     ] Loaded configuration for ERNA: 2 features, N/A% accuracy
[2026-01-07T20:35:50.995177] [INFO ] [LOCAL     ] ERNA: Loaded 2 optimal features with 45.33% confidence from JSON config
[2026-01-07T20:35:50.995226] [DEBUG] [MAG       ] Building data for symbol: ERNA with lookback: 0
[2026-01-07T20:35:50.996056] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-07T20:35:50.996116] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-07T20:35:50.998692] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-07T20:35:51.001264] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:51.033174] [INFO ] [LOCAL     ] AOD: Saved forecast.
[2026-01-07T20:35:51.033241] [INFO ] [main      ] AOD: Signal=1 (Conf=90.0%), Magnitude=-0.19% (Conf=36.281%)
[2026-01-07T20:35:51.033805] [INFO ] [main      ] Progress: 190/391 forecasts completed (48.6%). AOD finished in 0.7s. ETA: 33.9s. Rate: 356.16 forecasts/min
[2026-01-07T20:35:51.033934] [INFO ] [main      ] Fetching symbol history for SREA...
[2026-01-07T20:35:51.033976] [DEBUG] [REMOTE    ] SREA: Fetching historical data.
[2026-01-07T20:35:51.045288] [DEBUG] [REMOTE    ] SREA: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:51.046300] [DEBUG] [LOCAL     ] Loaded configuration for SREA: 1 features, N/A% accuracy
[2026-01-07T20:35:51.046352] [INFO ] [LOCAL     ] SREA: Loaded 1 optimal features with 48.66% confidence from JSON config
[2026-01-07T20:35:51.046382] [DEBUG] [MAG       ] Building data for symbol: SREA with lookback: 0
[2026-01-07T20:35:51.047179] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-07T20:35:51.047236] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:51.052107] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:51.063885] [DEBUG] [MAG       ] MRK: Last date is validated at 2026-01-07
[2026-01-07T20:35:51.230484] [DEBUG] [MAG       ] MRK: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:51.327029] [DEBUG] [MAG       ] TROX: Last date is validated at 2026-01-07
[2026-01-07T20:35:51.339481] [INFO ] [LOCAL     ] MRK: Saved forecast.
[2026-01-07T20:35:51.339596] [INFO ] [main      ] MRK: Signal=1 (Conf=90.0%), Magnitude=0.77% (Conf=53.4824%)
[2026-01-07T20:35:51.340025] [INFO ] [main      ] Fetching symbol history for OPAL...
[2026-01-07T20:35:51.340080] [DEBUG] [REMOTE    ] OPAL: Fetching historical data.
[2026-01-07T20:35:51.340664] [INFO ] [main      ] Progress: 191/391 forecasts completed (48.8%). MRK finished in 0.6s. ETA: 33.8s. Rate: 354.63 forecasts/min
[2026-01-07T20:35:51.357522] [DEBUG] [REMOTE    ] OPAL: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:51.358738] [DEBUG] [LOCAL     ] Loaded configuration for OPAL: 5 features, N/A% accuracy
[2026-01-07T20:35:51.358811] [INFO ] [LOCAL     ] OPAL: Loaded 5 optimal features with 45.32% confidence from JSON config
[2026-01-07T20:35:51.358845] [DEBUG] [MAG       ] Building data for symbol: OPAL with lookback: 0
[2026-01-07T20:35:51.359953] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-07T20:35:51.360022] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:51.365464] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:51.365698] [DEBUG] [MAG       ] ERNA: Last date is validated at 2026-01-07
[2026-01-07T20:35:51.367561] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:35:51.368101] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:35:51.368542] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-07T20:35:51.369283] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:51.400365] [DEBUG] [MAG       ] SREA: Last date is validated at 2026-01-07
[2026-01-07T20:35:51.497787] [DEBUG] [MAG       ] TROX: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:51.546177] [DEBUG] [MAG       ] ERNA: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:51.563029] [INFO ] [LOCAL     ] TROX: Saved forecast.
[2026-01-07T20:35:51.563098] [INFO ] [main      ] TROX: Signal=1 (Conf=90.0%), Magnitude=7.16% (Conf=52.6574%)
[2026-01-07T20:35:51.563483] [INFO ] [main      ] Fetching symbol history for HYMC...
[2026-01-07T20:35:51.563534] [DEBUG] [REMOTE    ] HYMC: Fetching historical data.
[2026-01-07T20:35:51.565651] [INFO ] [main      ] Progress: 192/391 forecasts completed (49.1%). TROX finished in 0.6s. ETA: 33.7s. Rate: 354.02 forecasts/min
[2026-01-07T20:35:51.572669] [DEBUG] [MAG       ] SREA: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:51.574680] [DEBUG] [REMOTE    ] HYMC: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:51.575544] [DEBUG] [LOCAL     ] Loaded configuration for HYMC: 4 features, N/A% accuracy
[2026-01-07T20:35:51.575617] [INFO ] [LOCAL     ] HYMC: Loaded 4 optimal features with 54.38% confidence from JSON config
[2026-01-07T20:35:51.575651] [DEBUG] [MAG       ] Building data for symbol: HYMC with lookback: 0
[2026-01-07T20:35:51.576403] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-07T20:35:51.576461] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:51.578130] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:35:51.578661] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:35:51.579090] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-07T20:35:51.579803] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:51.633254] [INFO ] [LOCAL     ] SREA: Saved forecast.
[2026-01-07T20:35:51.633324] [INFO ] [main      ] SREA: Signal=1 (Conf=90.0%), Magnitude=-0.94% (Conf=48.6559%)
[2026-01-07T20:35:51.633873] [INFO ] [main      ] Fetching symbol history for BFS...
[2026-01-07T20:35:51.633924] [DEBUG] [REMOTE    ] BFS: Fetching historical data.
[2026-01-07T20:35:51.635067] [INFO ] [main      ] Progress: 193/391 forecasts completed (49.4%). SREA finished in 0.6s. ETA: 33.5s. Rate: 355.11 forecasts/min
[2026-01-07T20:35:51.636628] [INFO ] [LOCAL     ] ERNA: Saved forecast.
[2026-01-07T20:35:51.636704] [INFO ] [main      ] ERNA: Signal=1 (Conf=90.0%), Magnitude=3.71% (Conf=45.3251%)
[2026-01-07T20:35:51.636876] [INFO ] [main      ] Fetching symbol history for ARCC...
[2026-01-07T20:35:51.636921] [DEBUG] [REMOTE    ] ARCC: Fetching historical data.
[2026-01-07T20:35:51.636989] [INFO ] [main      ] Progress: 194/391 forecasts completed (49.6%). ERNA finished in 0.7s. ETA: 33.1s. Rate: 356.93 forecasts/min
[2026-01-07T20:35:51.647294] [DEBUG] [REMOTE    ] BFS: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:51.648470] [DEBUG] [LOCAL     ] Loaded configuration for BFS: 3 features, N/A% accuracy
[2026-01-07T20:35:51.649106] [INFO ] [LOCAL     ] BFS: Loaded 3 optimal features with 62.67% confidence from JSON config
[2026-01-07T20:35:51.649142] [DEBUG] [MAG       ] Building data for symbol: BFS with lookback: 0
[2026-01-07T20:35:51.649735] [DEBUG] [REMOTE    ] ARCC: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:51.650036] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-07T20:35:51.650107] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:51.650503] [DEBUG] [LOCAL     ] Loaded configuration for ARCC: 6 features, N/A% accuracy
[2026-01-07T20:35:51.650559] [INFO ] [LOCAL     ] ARCC: Loaded 6 optimal features with 55.11% confidence from JSON config
[2026-01-07T20:35:51.650613] [DEBUG] [MAG       ] Building data for symbol: ARCC with lookback: 0
[2026-01-07T20:35:51.651428] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-07T20:35:51.651492] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:51.653801] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:35:51.654316] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:35:51.654765] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:35:51.655200] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-07T20:35:51.655691] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-07T20:35:51.656358] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-07T20:35:51.656954] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-07T20:35:51.657822] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:51.658720] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:51.744191] [DEBUG] [MAG       ] OPAL: Last date is validated at 2026-01-07
[2026-01-07T20:35:51.917000] [DEBUG] [MAG       ] HYMC: Last date is validated at 2026-01-07
[2026-01-07T20:35:51.927659] [DEBUG] [MAG       ] OPAL: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:51.988960] [INFO ] [LOCAL     ] OPAL: Saved forecast.
[2026-01-07T20:35:51.989026] [INFO ] [main      ] OPAL: Signal=1 (Conf=90.0%), Magnitude=-3.70% (Conf=45.3159%)
[2026-01-07T20:35:51.989384] [INFO ] [main      ] Fetching symbol history for SYNA...
[2026-01-07T20:35:51.989437] [DEBUG] [REMOTE    ] SYNA: Fetching historical data.
[2026-01-07T20:35:51.989657] [INFO ] [main      ] Progress: 195/391 forecasts completed (49.9%). OPAL finished in 0.6s. ETA: 33.1s. Rate: 354.93 forecasts/min
[2026-01-07T20:35:51.993970] [DEBUG] [MAG       ] BFS: Last date is validated at 2026-01-07
[2026-01-07T20:35:52.001273] [DEBUG] [REMOTE    ] SYNA: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:52.002942] [DEBUG] [LOCAL     ] Loaded configuration for SYNA: 1 features, N/A% accuracy
[2026-01-07T20:35:52.003006] [INFO ] [LOCAL     ] SYNA: Loaded 1 optimal features with 52.77% confidence from JSON config
[2026-01-07T20:35:52.003038] [DEBUG] [MAG       ] Building data for symbol: SYNA with lookback: 0
[2026-01-07T20:35:52.003842] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-07T20:35:52.003898] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-07T20:35:52.006218] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:52.017425] [DEBUG] [MAG       ] ARCC: Last date is validated at 2026-01-07
[2026-01-07T20:35:52.086033] [DEBUG] [MAG       ] HYMC: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:52.162883] [DEBUG] [MAG       ] BFS: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:52.177375] [INFO ] [LOCAL     ] HYMC: Saved forecast.
[2026-01-07T20:35:52.177445] [INFO ] [main      ] HYMC: Signal=1 (Conf=90.0%), Magnitude=-11.13% (Conf=54.3835%)
[2026-01-07T20:35:52.177811] [INFO ] [main      ] Fetching symbol history for VRTX...
[2026-01-07T20:35:52.177869] [DEBUG] [REMOTE    ] VRTX: Fetching historical data.
[2026-01-07T20:35:52.179633] [INFO ] [main      ] Progress: 196/391 forecasts completed (50.1%). HYMC finished in 0.6s. ETA: 33.0s. Rate: 354.70 forecasts/min
[2026-01-07T20:35:52.190608] [DEBUG] [REMOTE    ] VRTX: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:52.191544] [DEBUG] [LOCAL     ] Loaded configuration for VRTX: 6 features, N/A% accuracy
[2026-01-07T20:35:52.191619] [INFO ] [LOCAL     ] VRTX: Loaded 6 optimal features with 51.72% confidence from JSON config
[2026-01-07T20:35:52.191652] [DEBUG] [MAG       ] Building data for symbol: VRTX with lookback: 0
[2026-01-07T20:35:52.192413] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-07T20:35:52.192473] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:52.194128] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:35:52.194647] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:35:52.195032] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-07T20:35:52.195781] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-07T20:35:52.198203] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-07T20:35:52.199148] [DEBUG] [MAG       ] ARCC: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:52.200182] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:52.231103] [INFO ] [LOCAL     ] BFS: Saved forecast.
[2026-01-07T20:35:52.231178] [INFO ] [main      ] BFS: Signal=1 (Conf=90.0%), Magnitude=2.35% (Conf=62.6656%)
[2026-01-07T20:35:52.231527] [INFO ] [main      ] Progress: 197/391 forecasts completed (50.4%). BFS finished in 0.6s. ETA: 32.7s. Rate: 355.96 forecasts/min
[2026-01-07T20:35:52.231671] [INFO ] [main      ] Fetching symbol history for BLK...
[2026-01-07T20:35:52.231716] [DEBUG] [REMOTE    ] BLK: Fetching historical data.
[2026-01-07T20:35:52.243753] [DEBUG] [REMOTE    ] BLK: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:52.245034] [DEBUG] [LOCAL     ] Loaded configuration for BLK: 1 features, N/A% accuracy
[2026-01-07T20:35:52.245087] [INFO ] [LOCAL     ] BLK: Loaded 1 optimal features with 57.98% confidence from JSON config
[2026-01-07T20:35:52.245119] [DEBUG] [MAG       ] Building data for symbol: BLK with lookback: 0
[2026-01-07T20:35:52.245909] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-07T20:35:52.245967] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:52.250823] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:52.266710] [INFO ] [LOCAL     ] ARCC: Saved forecast.
[2026-01-07T20:35:52.266792] [INFO ] [main      ] ARCC: Signal=1 (Conf=90.0%), Magnitude=0.06% (Conf=55.1053%)
[2026-01-07T20:35:52.266962] [INFO ] [main      ] Fetching symbol history for CRMD...
[2026-01-07T20:35:52.267007] [DEBUG] [REMOTE    ] CRMD: Fetching historical data.
[2026-01-07T20:35:52.267838] [INFO ] [main      ] Progress: 198/391 forecasts completed (50.6%). ARCC finished in 0.6s. ETA: 32.4s. Rate: 357.37 forecasts/min
[2026-01-07T20:35:52.278680] [DEBUG] [REMOTE    ] CRMD: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:52.279798] [DEBUG] [LOCAL     ] Loaded configuration for CRMD: 9 features, N/A% accuracy
[2026-01-07T20:35:52.279881] [INFO ] [LOCAL     ] CRMD: Loaded 9 optimal features with 40.77% confidence from JSON config
[2026-01-07T20:35:52.279917] [DEBUG] [MAG       ] Building data for symbol: CRMD with lookback: 0
[2026-01-07T20:35:52.280735] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-07T20:35:52.280800] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:52.285966] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:52.287831] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:35:52.288320] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:35:52.288762] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-07T20:35:52.289753] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-07T20:35:52.341008] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2026-01-07T20:35:52.342888] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-07T20:35:52.345446] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-07T20:35:52.346847] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:52.352811] [DEBUG] [MAG       ] SYNA: Last date is validated at 2026-01-07
[2026-01-07T20:35:52.522412] [DEBUG] [MAG       ] SYNA: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:52.539749] [DEBUG] [MAG       ] VRTX: Last date is validated at 2026-01-07
[2026-01-07T20:35:52.587960] [DEBUG] [MAG       ] BLK: Last date is validated at 2026-01-07
[2026-01-07T20:35:52.638028] [INFO ] [LOCAL     ] SYNA: Saved forecast.
[2026-01-07T20:35:52.638102] [INFO ] [main      ] SYNA: Signal=1 (Conf=90.0%), Magnitude=-3.51% (Conf=52.7731%)
[2026-01-07T20:35:52.638454] [INFO ] [main      ] Fetching symbol history for BLTE...
[2026-01-07T20:35:52.638504] [DEBUG] [REMOTE    ] BLTE: Fetching historical data.
[2026-01-07T20:35:52.638640] [INFO ] [main      ] Progress: 199/391 forecasts completed (50.9%). SYNA finished in 0.6s. ETA: 32.4s. Rate: 355.22 forecasts/min
[2026-01-07T20:35:52.650321] [DEBUG] [REMOTE    ] BLTE: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:52.651539] [DEBUG] [LOCAL     ] Loaded configuration for BLTE: 9 features, N/A% accuracy
[2026-01-07T20:35:52.651611] [INFO ] [LOCAL     ] BLTE: Loaded 9 optimal features with 54.30% confidence from JSON config
[2026-01-07T20:35:52.651644] [DEBUG] [MAG       ] Building data for symbol: BLTE with lookback: 0
[2026-01-07T20:35:52.652425] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-07T20:35:52.652487] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:52.657237] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:52.659009] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:35:52.659484] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:35:52.659936] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-07T20:35:52.704831] [DEBUG] [MAG       ] CRMD: Last date is validated at 2026-01-07
[2026-01-07T20:35:52.705715] [DEBUG] [MAG       ] VRTX: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:52.708158] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-07T20:35:52.710777] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2026-01-07T20:35:52.714655] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-07T20:35:52.715405] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2026-01-07T20:35:52.718093] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:52.759899] [DEBUG] [MAG       ] BLK: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:52.877235] [DEBUG] [MAG       ] CRMD: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:52.878587] [INFO ] [LOCAL     ] VRTX: Saved forecast.
[2026-01-07T20:35:52.878674] [INFO ] [main      ] VRTX: Signal=1 (Conf=90.0%), Magnitude=8.22% (Conf=51.7231%)
[2026-01-07T20:35:52.879075] [INFO ] [main      ] Fetching symbol history for MBIN...
[2026-01-07T20:35:52.879134] [DEBUG] [REMOTE    ] MBIN: Fetching historical data.
[2026-01-07T20:35:52.879122] [INFO ] [main      ] Progress: 200/391 forecasts completed (51.2%). VRTX finished in 0.7s. ETA: 32.3s. Rate: 354.47 forecasts/min
[2026-01-07T20:35:52.891001] [DEBUG] [REMOTE    ] MBIN: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:52.891870] [DEBUG] [LOCAL     ] Loaded configuration for MBIN: 2 features, N/A% accuracy
[2026-01-07T20:35:52.891926] [INFO ] [LOCAL     ] MBIN: Loaded 2 optimal features with 55.12% confidence from JSON config
[2026-01-07T20:35:52.891958] [DEBUG] [MAG       ] Building data for symbol: MBIN with lookback: 0
[2026-01-07T20:35:52.892948] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-07T20:35:52.893018] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-07T20:35:52.893768] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-07T20:35:52.933213] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:52.938940] [INFO ] [LOCAL     ] BLK: Saved forecast.
[2026-01-07T20:35:52.939004] [INFO ] [main      ] BLK: Signal=1 (Conf=90.0%), Magnitude=-1.82% (Conf=57.9848%)
[2026-01-07T20:35:52.939359] [INFO ] [main      ] Progress: 201/391 forecasts completed (51.4%). BLK finished in 0.7s. ETA: 32.1s. Rate: 355.60 forecasts/min
[2026-01-07T20:35:52.939753] [INFO ] [main      ] Fetching symbol history for ARCO...
[2026-01-07T20:35:52.939802] [DEBUG] [REMOTE    ] ARCO: Fetching historical data.
[2026-01-07T20:35:52.952871] [DEBUG] [REMOTE    ] ARCO: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:52.953764] [DEBUG] [LOCAL     ] Loaded configuration for ARCO: 7 features, N/A% accuracy
[2026-01-07T20:35:52.953820] [INFO ] [LOCAL     ] ARCO: Loaded 7 optimal features with 55.72% confidence from JSON config
[2026-01-07T20:35:52.953851] [DEBUG] [MAG       ] Building data for symbol: ARCO with lookback: 0
[2026-01-07T20:35:52.954639] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-07T20:35:52.954702] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:52.959427] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-07T20:35:52.961161] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-07T20:35:52.964614] [INFO ] [LOCAL     ] CRMD: Saved forecast.
[2026-01-07T20:35:52.964691] [INFO ] [main      ] CRMD: Signal=1 (Conf=90.0%), Magnitude=-1.41% (Conf=40.7657%)
[2026-01-07T20:35:52.964880] [INFO ] [main      ] Fetching symbol history for ONDS...
[2026-01-07T20:35:52.964926] [DEBUG] [REMOTE    ] ONDS: Fetching historical data.
[2026-01-07T20:35:52.965843] [INFO ] [main      ] Progress: 202/391 forecasts completed (51.7%). CRMD finished in 0.7s. ETA: 31.8s. Rate: 357.10 forecasts/min
[2026-01-07T20:35:52.980046] [DEBUG] [REMOTE    ] ONDS: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:52.980866] [DEBUG] [LOCAL     ] Loaded configuration for ONDS: 5 features, N/A% accuracy
[2026-01-07T20:35:52.980922] [INFO ] [LOCAL     ] ONDS: Loaded 5 optimal features with 54.01% confidence from JSON config
[2026-01-07T20:35:52.980956] [DEBUG] [MAG       ] Building data for symbol: ONDS with lookback: 0
[2026-01-07T20:35:52.981751] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-07T20:35:52.981811] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:52.986505] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-07T20:35:52.987348] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-07T20:35:52.988534] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-07T20:35:52.990729] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:52.992481] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:53.003978] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-07T20:35:53.005277] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-07T20:35:53.008388] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-07T20:35:53.010560] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-07T20:35:53.012005] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:53.064991] [DEBUG] [MAG       ] BLTE: Last date is validated at 2026-01-07
[2026-01-07T20:35:53.231597] [DEBUG] [MAG       ] BLTE: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:53.276616] [DEBUG] [MAG       ] MBIN: Last date is validated at 2026-01-07
[2026-01-07T20:35:53.333592] [DEBUG] [MAG       ] ONDS: Last date is validated at 2026-01-07
[2026-01-07T20:35:53.353916] [DEBUG] [MAG       ] ARCO: Last date is validated at 2026-01-07
[2026-01-07T20:35:53.355866] [INFO ] [LOCAL     ] BLTE: Saved forecast.
[2026-01-07T20:35:53.355933] [INFO ] [main      ] BLTE: Signal=1 (Conf=90.0%), Magnitude=0.62% (Conf=54.3049%)
[2026-01-07T20:35:53.356271] [INFO ] [main      ] Fetching symbol history for IGSB...
[2026-01-07T20:35:53.356322] [DEBUG] [REMOTE    ] IGSB: Fetching historical data.
[2026-01-07T20:35:53.356654] [INFO ] [main      ] Progress: 203/391 forecasts completed (51.9%). BLTE finished in 0.7s. ETA: 31.8s. Rate: 354.78 forecasts/min
[2026-01-07T20:35:53.368140] [DEBUG] [REMOTE    ] IGSB: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:53.369310] [DEBUG] [LOCAL     ] Loaded configuration for IGSB: 5 features, N/A% accuracy
[2026-01-07T20:35:53.369361] [INFO ] [LOCAL     ] IGSB: Loaded 5 optimal features with 25.76% confidence from JSON config
[2026-01-07T20:35:53.369392] [DEBUG] [MAG       ] Building data for symbol: IGSB with lookback: 0
[2026-01-07T20:35:53.370492] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-07T20:35:53.370566] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:53.372524] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:35:53.373041] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:35:53.373445] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-07T20:35:53.414630] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-07T20:35:53.415380] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:53.446156] [DEBUG] [MAG       ] MBIN: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:53.504323] [DEBUG] [MAG       ] ONDS: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:53.523484] [DEBUG] [MAG       ] ARCO: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:53.528105] [INFO ] [LOCAL     ] MBIN: Saved forecast.
[2026-01-07T20:35:53.528173] [INFO ] [main      ] MBIN: Signal=1 (Conf=90.0%), Magnitude=0.37% (Conf=55.1157%)
[2026-01-07T20:35:53.528651] [INFO ] [main      ] Fetching symbol history for MCBS...
[2026-01-07T20:35:53.528755] [DEBUG] [REMOTE    ] MCBS: Fetching historical data.
[2026-01-07T20:35:53.528654] [INFO ] [main      ] Progress: 204/391 forecasts completed (52.2%). MBIN finished in 0.6s. ETA: 31.6s. Rate: 354.75 forecasts/min
[2026-01-07T20:35:53.539696] [DEBUG] [REMOTE    ] MCBS: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:53.540847] [DEBUG] [LOCAL     ] Loaded configuration for MCBS: 3 features, N/A% accuracy
[2026-01-07T20:35:53.540900] [INFO ] [LOCAL     ] MCBS: Loaded 3 optimal features with 57.52% confidence from JSON config
[2026-01-07T20:35:53.540932] [DEBUG] [MAG       ] Building data for symbol: MCBS with lookback: 0
[2026-01-07T20:35:53.541733] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-07T20:35:53.541792] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:53.546874] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-07T20:35:53.582717] [INFO ] [LOCAL     ] ONDS: Saved forecast.
[2026-01-07T20:35:53.582795] [INFO ] [main      ] ONDS: Signal=1 (Conf=90.0%), Magnitude=-3.00% (Conf=54.0059%)
[2026-01-07T20:35:53.583179] [INFO ] [main      ] Fetching symbol history for CF...
[2026-01-07T20:35:53.583231] [DEBUG] [REMOTE    ] CF: Fetching historical data.
[2026-01-07T20:35:53.583216] [INFO ] [main      ] Progress: 205/391 forecasts completed (52.4%). ONDS finished in 0.6s. ETA: 31.4s. Rate: 355.92 forecasts/min
[2026-01-07T20:35:53.594433] [INFO ] [LOCAL     ] ARCO: Saved forecast.
[2026-01-07T20:35:53.594493] [INFO ] [main      ] ARCO: Signal=1 (Conf=90.0%), Magnitude=0.51% (Conf=55.7169%)
[2026-01-07T20:35:53.594863] [INFO ] [main      ] Progress: 206/391 forecasts completed (52.7%). ARCO finished in 0.7s. ETA: 31.0s. Rate: 357.54 forecasts/min
[2026-01-07T20:35:53.595040] [INFO ] [main      ] Fetching symbol history for HTD...
[2026-01-07T20:35:53.595087] [DEBUG] [REMOTE    ] HTD: Fetching historical data.
[2026-01-07T20:35:53.596470] [DEBUG] [REMOTE    ] CF: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:53.598056] [DEBUG] [LOCAL     ] Loaded configuration for CF: 4 features, N/A% accuracy
[2026-01-07T20:35:53.598113] [INFO ] [LOCAL     ] CF: Loaded 4 optimal features with 59.27% confidence from JSON config
[2026-01-07T20:35:53.598145] [DEBUG] [MAG       ] Building data for symbol: CF with lookback: 0
[2026-01-07T20:35:53.598974] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-07T20:35:53.599036] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:53.601162] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:35:53.601692] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:35:53.602101] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-07T20:35:53.607087] [DEBUG] [REMOTE    ] HTD: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:53.607795] [DEBUG] [LOCAL     ] Loaded configuration for HTD: 3 features, N/A% accuracy
[2026-01-07T20:35:53.607849] [INFO ] [LOCAL     ] HTD: Loaded 3 optimal features with 46.35% confidence from JSON config
[2026-01-07T20:35:53.607880] [DEBUG] [MAG       ] Building data for symbol: HTD with lookback: 0
[2026-01-07T20:35:53.608667] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-07T20:35:53.608727] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:53.610435] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:35:53.610956] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-07T20:35:53.611864] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:53.658384] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-07T20:35:53.659381] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:53.722343] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:53.765157] [DEBUG] [MAG       ] IGSB: Last date is validated at 2026-01-07
[2026-01-07T20:35:53.938814] [DEBUG] [MAG       ] IGSB: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:53.953878] [DEBUG] [MAG       ] HTD: Last date is validated at 2026-01-07
[2026-01-07T20:35:53.995114] [INFO ] [LOCAL     ] IGSB: Saved forecast.
[2026-01-07T20:35:53.995183] [INFO ] [main      ] IGSB: Signal=1 (Conf=90.0%), Magnitude=0.02% (Conf=25.7641%)
[2026-01-07T20:35:53.995657] [INFO ] [main      ] Fetching symbol history for PHIN...
[2026-01-07T20:35:53.995710] [DEBUG] [REMOTE    ] PHIN: Fetching historical data.
[2026-01-07T20:35:53.995663] [INFO ] [main      ] Progress: 207/391 forecasts completed (52.9%). IGSB finished in 0.6s. ETA: 31.1s. Rate: 355.16 forecasts/min
[2026-01-07T20:35:53.998473] [DEBUG] [MAG       ] MCBS: Last date is validated at 2026-01-07
[2026-01-07T20:35:54.007090] [DEBUG] [REMOTE    ] PHIN: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:54.008237] [DEBUG] [LOCAL     ] Loaded configuration for PHIN: 5 features, N/A% accuracy
[2026-01-07T20:35:54.008287] [INFO ] [LOCAL     ] PHIN: Loaded 5 optimal features with 72.32% confidence from JSON config
[2026-01-07T20:35:54.008319] [DEBUG] [MAG       ] Building data for symbol: PHIN with lookback: 0
[2026-01-07T20:35:54.009308] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-07T20:35:54.009378] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:54.014593] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-07T20:35:54.017025] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-07T20:35:54.017967] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-07T20:35:54.020627] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2026-01-07T20:35:54.026193] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:54.066403] [DEBUG] [MAG       ] CF: Last date is validated at 2026-01-07
[2026-01-07T20:35:54.122114] [DEBUG] [MAG       ] HTD: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:54.164873] [DEBUG] [MAG       ] MCBS: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:54.182115] [INFO ] [LOCAL     ] HTD: Saved forecast.
[2026-01-07T20:35:54.182183] [INFO ] [main      ] HTD: Signal=1 (Conf=90.0%), Magnitude=-1.26% (Conf=46.355%)
[2026-01-07T20:35:54.182522] [INFO ] [main      ] Progress: 208/391 forecasts completed (53.2%). HTD finished in 0.6s. ETA: 30.9s. Rate: 354.98 forecasts/min
[2026-01-07T20:35:54.182672] [INFO ] [main      ] Fetching symbol history for DKS...
[2026-01-07T20:35:54.182717] [DEBUG] [REMOTE    ] DKS: Fetching historical data.
[2026-01-07T20:35:54.194685] [DEBUG] [REMOTE    ] DKS: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:54.196269] [DEBUG] [LOCAL     ] Loaded configuration for DKS: 4 features, N/A% accuracy
[2026-01-07T20:35:54.196324] [INFO ] [LOCAL     ] DKS: Loaded 4 optimal features with 59.49% confidence from JSON config
[2026-01-07T20:35:54.196355] [DEBUG] [MAG       ] Building data for symbol: DKS with lookback: 0
[2026-01-07T20:35:54.197337] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-07T20:35:54.197396] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-07T20:35:54.198141] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-07T20:35:54.199204] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:54.201184] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-07T20:35:54.202821] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:54.238723] [DEBUG] [MAG       ] CF: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:54.240191] [INFO ] [LOCAL     ] MCBS: Saved forecast.
[2026-01-07T20:35:54.240258] [INFO ] [main      ] MCBS: Signal=1 (Conf=90.0%), Magnitude=2.07% (Conf=57.5233%)
[2026-01-07T20:35:54.240633] [INFO ] [main      ] Fetching symbol history for RILY...
[2026-01-07T20:35:54.240685] [DEBUG] [REMOTE    ] RILY: Fetching historical data.
[2026-01-07T20:35:54.240655] [INFO ] [main      ] Progress: 209/391 forecasts completed (53.5%). MCBS finished in 0.7s. ETA: 30.7s. Rate: 356.09 forecasts/min
[2026-01-07T20:35:54.252564] [DEBUG] [REMOTE    ] RILY: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:54.253490] [DEBUG] [LOCAL     ] Loaded configuration for RILY: 3 features, N/A% accuracy
[2026-01-07T20:35:54.253541] [INFO ] [LOCAL     ] RILY: Loaded 3 optimal features with 50.52% confidence from JSON config
[2026-01-07T20:35:54.253596] [DEBUG] [MAG       ] Building data for symbol: RILY with lookback: 0
[2026-01-07T20:35:54.254759] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-07T20:35:54.254819] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-07T20:35:54.255705] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-07T20:35:54.256507] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2026-01-07T20:35:54.257651] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:54.342125] [INFO ] [LOCAL     ] CF: Saved forecast.
[2026-01-07T20:35:54.342194] [INFO ] [main      ] CF: Signal=1 (Conf=90.0%), Magnitude=-3.57% (Conf=59.2726%)
[2026-01-07T20:35:54.342402] [INFO ] [main      ] Fetching symbol history for CNO...
[2026-01-07T20:35:54.342462] [DEBUG] [REMOTE    ] CNO: Fetching historical data.
[2026-01-07T20:35:54.343678] [INFO ] [main      ] Progress: 210/391 forecasts completed (53.7%). CF finished in 0.8s. ETA: 30.4s. Rate: 356.76 forecasts/min
[2026-01-07T20:35:54.354268] [DEBUG] [REMOTE    ] CNO: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:54.356954] [DEBUG] [LOCAL     ] Loaded configuration for CNO: 5 features, N/A% accuracy
[2026-01-07T20:35:54.357008] [INFO ] [LOCAL     ] CNO: Loaded 5 optimal features with 54.20% confidence from JSON config
[2026-01-07T20:35:54.357039] [DEBUG] [MAG       ] Building data for symbol: CNO with lookback: 0
[2026-01-07T20:35:54.357832] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-07T20:35:54.357904] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:54.362738] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:54.364506] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:35:54.365013] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-07T20:35:54.405638] [DEBUG] [MAG       ] PHIN: Last date is validated at 2026-01-07
[2026-01-07T20:35:54.406155] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-07T20:35:54.407651] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:54.553803] [DEBUG] [MAG       ] DKS: Last date is validated at 2026-01-07
[2026-01-07T20:35:54.586003] [DEBUG] [MAG       ] PHIN: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:54.599076] [DEBUG] [MAG       ] RILY: Last date is validated at 2026-01-07
[2026-01-07T20:35:54.690908] [INFO ] [LOCAL     ] PHIN: Saved forecast.
[2026-01-07T20:35:54.690978] [INFO ] [main      ] PHIN: Signal=1 (Conf=90.0%), Magnitude=3.27% (Conf=72.3159%)
[2026-01-07T20:35:54.691327] [INFO ] [main      ] Fetching symbol history for RUSHA...
[2026-01-07T20:35:54.691380] [DEBUG] [REMOTE    ] RUSHA: Fetching historical data.
[2026-01-07T20:35:54.691654] [INFO ] [main      ] Progress: 211/391 forecasts completed (54.0%). PHIN finished in 0.7s. ETA: 30.4s. Rate: 354.96 forecasts/min
[2026-01-07T20:35:54.703556] [DEBUG] [REMOTE    ] RUSHA: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:54.705335] [DEBUG] [LOCAL     ] Loaded configuration for RUSHA: 5 features, N/A% accuracy
[2026-01-07T20:35:54.705394] [INFO ] [LOCAL     ] RUSHA: Loaded 5 optimal features with 58.04% confidence from JSON config
[2026-01-07T20:35:54.705428] [DEBUG] [MAG       ] Building data for symbol: RUSHA with lookback: 0
[2026-01-07T20:35:54.706298] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-07T20:35:54.706362] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:54.708207] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:35:54.708770] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:35:54.709182] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-07T20:35:54.729888] [DEBUG] [MAG       ] DKS: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:54.750064] [DEBUG] [MAG       ] CNO: Last date is validated at 2026-01-07
[2026-01-07T20:35:54.762232] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-07T20:35:54.763935] [DEBUG] [MAG       ] RILY: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:54.764484] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:54.830220] [INFO ] [LOCAL     ] RILY: Saved forecast.
[2026-01-07T20:35:54.830291] [INFO ] [main      ] RILY: Signal=1 (Conf=90.0%), Magnitude=15.28% (Conf=50.5151%)
[2026-01-07T20:35:54.830704] [INFO ] [main      ] Fetching symbol history for KEYS...
[2026-01-07T20:35:54.830756] [DEBUG] [REMOTE    ] KEYS: Fetching historical data.
[2026-01-07T20:35:54.830740] [INFO ] [main      ] Progress: 212/391 forecasts completed (54.2%). RILY finished in 0.6s. ETA: 30.2s. Rate: 355.25 forecasts/min
[2026-01-07T20:35:54.841770] [DEBUG] [REMOTE    ] KEYS: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:54.842899] [DEBUG] [LOCAL     ] Loaded configuration for KEYS: 6 features, N/A% accuracy
[2026-01-07T20:35:54.842951] [INFO ] [LOCAL     ] KEYS: Loaded 6 optimal features with 61.38% confidence from JSON config
[2026-01-07T20:35:54.842982] [DEBUG] [MAG       ] Building data for symbol: KEYS with lookback: 0
[2026-01-07T20:35:54.843766] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-07T20:35:54.843826] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:54.845519] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:35:54.846045] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-07T20:35:54.859681] [INFO ] [LOCAL     ] DKS: Saved forecast.
[2026-01-07T20:35:54.859760] [INFO ] [main      ] DKS: Signal=1 (Conf=90.0%), Magnitude=-2.75% (Conf=59.4912%)
[2026-01-07T20:35:54.859935] [INFO ] [main      ] Fetching symbol history for MRVL...
[2026-01-07T20:35:54.859982] [DEBUG] [REMOTE    ] MRVL: Fetching historical data.
[2026-01-07T20:35:54.860813] [INFO ] [main      ] Progress: 213/391 forecasts completed (54.5%). DKS finished in 0.7s. ETA: 29.9s. Rate: 356.63 forecasts/min
[2026-01-07T20:35:54.872859] [DEBUG] [REMOTE    ] MRVL: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:54.875619] [DEBUG] [LOCAL     ] Loaded configuration for MRVL: 4 features, N/A% accuracy
[2026-01-07T20:35:54.875677] [INFO ] [LOCAL     ] MRVL: Loaded 4 optimal features with 62.31% confidence from JSON config
[2026-01-07T20:35:54.875710] [DEBUG] [MAG       ] Building data for symbol: MRVL with lookback: 0
[2026-01-07T20:35:54.876517] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-07T20:35:54.876600] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-07T20:35:54.895380] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-07T20:35:54.913373] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2026-01-07T20:35:54.914835] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-07T20:35:54.916450] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:54.919180] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-07T20:35:54.920654] [DEBUG] [MAG       ] CNO: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:54.920797] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-07T20:35:54.922851] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-07T20:35:54.925704] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:55.001892] [INFO ] [LOCAL     ] CNO: Saved forecast.
[2026-01-07T20:35:55.001971] [INFO ] [main      ] CNO: Signal=1 (Conf=90.0%), Magnitude=-0.12% (Conf=54.1952%)
[2026-01-07T20:35:55.002316] [INFO ] [main      ] Fetching symbol history for RCKY...
[2026-01-07T20:35:55.002367] [DEBUG] [REMOTE    ] RCKY: Fetching historical data.
[2026-01-07T20:35:55.002673] [INFO ] [main      ] Progress: 214/391 forecasts completed (54.7%). CNO finished in 0.7s. ETA: 29.8s. Rate: 356.89 forecasts/min
[2026-01-07T20:35:55.013818] [DEBUG] [REMOTE    ] RCKY: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:55.014808] [DEBUG] [LOCAL     ] Loaded configuration for RCKY: 7 features, N/A% accuracy
[2026-01-07T20:35:55.014867] [INFO ] [LOCAL     ] RCKY: Loaded 7 optimal features with 58.16% confidence from JSON config
[2026-01-07T20:35:55.014900] [DEBUG] [MAG       ] Building data for symbol: RCKY with lookback: 0
[2026-01-07T20:35:55.015771] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-07T20:35:55.015836] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:55.020941] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-07T20:35:55.021820] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-07T20:35:55.024293] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-07T20:35:55.066993] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-07T20:35:55.067944] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-07T20:35:55.069336] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-07T20:35:55.070515] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:55.136596] [DEBUG] [MAG       ] RUSHA: Last date is validated at 2026-01-07
[2026-01-07T20:35:55.265508] [DEBUG] [MAG       ] KEYS: Last date is validated at 2026-01-07
[2026-01-07T20:35:55.278198] [DEBUG] [MAG       ] MRVL: Last date is validated at 2026-01-07
[2026-01-07T20:35:55.318054] [DEBUG] [MAG       ] RUSHA: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:55.413788] [INFO ] [LOCAL     ] RUSHA: Saved forecast.
[2026-01-07T20:35:55.413859] [INFO ] [main      ] RUSHA: Signal=1 (Conf=90.0%), Magnitude=-0.27% (Conf=58.0423%)
[2026-01-07T20:35:55.414214] [INFO ] [main      ] Fetching symbol history for EOD...
[2026-01-07T20:35:55.414267] [DEBUG] [REMOTE    ] EOD: Fetching historical data.
[2026-01-07T20:35:55.415648] [INFO ] [main      ] Progress: 215/391 forecasts completed (55.0%). RUSHA finished in 0.7s. ETA: 29.8s. Rate: 354.49 forecasts/min
[2026-01-07T20:35:55.426556] [DEBUG] [REMOTE    ] EOD: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:55.427667] [DEBUG] [LOCAL     ] Loaded configuration for EOD: 11 features, N/A% accuracy
[2026-01-07T20:35:55.427726] [INFO ] [LOCAL     ] EOD: Loaded 11 optimal features with 25.30% confidence from JSON config
[2026-01-07T20:35:55.427759] [DEBUG] [MAG       ] Building data for symbol: EOD with lookback: 0
[2026-01-07T20:35:55.428645] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2026-01-07T20:35:55.428712] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:55.430699] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:35:55.431226] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:35:55.431718] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-07T20:35:55.433831] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-07T20:35:55.449044] [DEBUG] [MAG       ] KEYS: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:55.453889] [DEBUG] [MAG       ] MRVL: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:55.477333] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-07T20:35:55.478502] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-07T20:35:55.479792] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-07T20:35:55.481856] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-07T20:35:55.485036] [DEBUG] [MAG       ] RCKY: Last date is validated at 2026-01-07
[2026-01-07T20:35:55.500871] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-07T20:35:55.502452] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2026-01-07T20:35:55.504146] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:55.567480] [INFO ] [LOCAL     ] MRVL: Saved forecast.
[2026-01-07T20:35:55.567560] [INFO ] [main      ] MRVL: Signal=1 (Conf=90.0%), Magnitude=-2.69% (Conf=62.3143%)
[2026-01-07T20:35:55.567927] [INFO ] [main      ] Progress: 216/391 forecasts completed (55.2%). MRVL finished in 0.7s. ETA: 29.6s. Rate: 354.65 forecasts/min
[2026-01-07T20:35:55.568052] [INFO ] [main      ] Fetching symbol history for ARI...
[2026-01-07T20:35:55.568096] [DEBUG] [REMOTE    ] ARI: Fetching historical data.
[2026-01-07T20:35:55.579629] [DEBUG] [REMOTE    ] ARI: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:55.580563] [DEBUG] [LOCAL     ] Loaded configuration for ARI: 4 features, N/A% accuracy
[2026-01-07T20:35:55.580643] [INFO ] [LOCAL     ] ARI: Loaded 4 optimal features with 61.19% confidence from JSON config
[2026-01-07T20:35:55.580674] [DEBUG] [MAG       ] Building data for symbol: ARI with lookback: 0
[2026-01-07T20:35:55.581460] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-07T20:35:55.581520] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:55.586307] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:55.587773] [INFO ] [LOCAL     ] KEYS: Saved forecast.
[2026-01-07T20:35:55.587853] [INFO ] [main      ] KEYS: Signal=1 (Conf=90.0%), Magnitude=0.48% (Conf=61.376%)
[2026-01-07T20:35:55.588142] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:35:55.588300] [INFO ] [main      ] Fetching symbol history for PRFZ...
[2026-01-07T20:35:55.588353] [DEBUG] [REMOTE    ] PRFZ: Fetching historical data.
[2026-01-07T20:35:55.588651] [INFO ] [main      ] Progress: 217/391 forecasts completed (55.5%). KEYS finished in 0.8s. ETA: 29.3s. Rate: 356.09 forecasts/min
[2026-01-07T20:35:55.588845] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:35:55.589228] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:55.600146] [DEBUG] [REMOTE    ] PRFZ: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:55.601165] [DEBUG] [LOCAL     ] Loaded configuration for PRFZ: 5 features, N/A% accuracy
[2026-01-07T20:35:55.601218] [INFO ] [LOCAL     ] PRFZ: Loaded 5 optimal features with 64.03% confidence from JSON config
[2026-01-07T20:35:55.601250] [DEBUG] [MAG       ] Building data for symbol: PRFZ with lookback: 0
[2026-01-07T20:35:55.602095] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-07T20:35:55.602157] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-07T20:35:55.603128] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-07T20:35:55.658531] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-07T20:35:55.660154] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-07T20:35:55.661360] [DEBUG] [MAG       ] RCKY: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:55.662244] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-07T20:35:55.665353] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:55.769151] [INFO ] [LOCAL     ] RCKY: Saved forecast.
[2026-01-07T20:35:55.769232] [INFO ] [main      ] RCKY: Signal=1 (Conf=90.0%), Magnitude=-1.61% (Conf=58.1593%)
[2026-01-07T20:35:55.769401] [INFO ] [main      ] Fetching symbol history for ULTA...
[2026-01-07T20:35:55.769446] [DEBUG] [REMOTE    ] ULTA: Fetching historical data.
[2026-01-07T20:35:55.770077] [INFO ] [main      ] Progress: 218/391 forecasts completed (55.8%). RCKY finished in 0.8s. ETA: 29.2s. Rate: 355.97 forecasts/min
[2026-01-07T20:35:55.781947] [DEBUG] [REMOTE    ] ULTA: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:55.782858] [DEBUG] [LOCAL     ] Loaded configuration for ULTA: 7 features, N/A% accuracy
[2026-01-07T20:35:55.782911] [INFO ] [LOCAL     ] ULTA: Loaded 7 optimal features with 63.56% confidence from JSON config
[2026-01-07T20:35:55.782943] [DEBUG] [MAG       ] Building data for symbol: ULTA with lookback: 0
[2026-01-07T20:35:55.783743] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-07T20:35:55.783805] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:55.788600] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:55.790389] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:35:55.790877] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:35:55.791272] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-07T20:35:55.792177] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-07T20:35:55.793136] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-07T20:35:55.793751] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:55.869947] [DEBUG] [MAG       ] EOD: Last date is validated at 2026-01-07
[2026-01-07T20:35:55.936537] [DEBUG] [MAG       ] ARI: Last date is validated at 2026-01-07
[2026-01-07T20:35:56.032760] [DEBUG] [MAG       ] PRFZ: Last date is validated at 2026-01-07
[2026-01-07T20:35:56.045455] [DEBUG] [MAG       ] EOD: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:56.112959] [DEBUG] [MAG       ] ARI: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:56.135697] [DEBUG] [MAG       ] ULTA: Last date is validated at 2026-01-07
[2026-01-07T20:35:56.173423] [INFO ] [LOCAL     ] ARI: Saved forecast.
[2026-01-07T20:35:56.173496] [INFO ] [main      ] ARI: Signal=1 (Conf=90.0%), Magnitude=-0.53% (Conf=61.1927%)
[2026-01-07T20:35:56.173860] [INFO ] [main      ] Progress: 219/391 forecasts completed (56.0%). ARI finished in 0.6s. ETA: 29.2s. Rate: 353.72 forecasts/min
[2026-01-07T20:35:56.173985] [INFO ] [main      ] Fetching symbol history for AMGN...
[2026-01-07T20:35:56.174029] [DEBUG] [REMOTE    ] AMGN: Fetching historical data.
[2026-01-07T20:35:56.185971] [DEBUG] [REMOTE    ] AMGN: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:56.186839] [DEBUG] [LOCAL     ] Loaded configuration for AMGN: 7 features, N/A% accuracy
[2026-01-07T20:35:56.186893] [INFO ] [LOCAL     ] AMGN: Loaded 7 optimal features with 52.93% confidence from JSON config
[2026-01-07T20:35:56.186925] [DEBUG] [MAG       ] Building data for symbol: AMGN with lookback: 0
[2026-01-07T20:35:56.187751] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-07T20:35:56.187829] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:56.189677] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:35:56.190252] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:35:56.190685] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-07T20:35:56.191634] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-07T20:35:56.196284] [INFO ] [LOCAL     ] EOD: Saved forecast.
[2026-01-07T20:35:56.196355] [INFO ] [main      ] EOD: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=25.2952%)
[2026-01-07T20:35:56.196744] [INFO ] [main      ] Fetching symbol history for DRIO...
[2026-01-07T20:35:56.196798] [DEBUG] [REMOTE    ] DRIO: Fetching historical data.
[2026-01-07T20:35:56.197651] [INFO ] [main      ] Progress: 220/391 forecasts completed (56.3%). EOD finished in 0.8s. ETA: 28.9s. Rate: 355.10 forecasts/min
[2026-01-07T20:35:56.209343] [DEBUG] [REMOTE    ] DRIO: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:56.210888] [DEBUG] [LOCAL     ] Loaded configuration for DRIO: 3 features, N/A% accuracy
[2026-01-07T20:35:56.210942] [INFO ] [LOCAL     ] DRIO: Loaded 3 optimal features with 53.25% confidence from JSON config
[2026-01-07T20:35:56.210972] [DEBUG] [MAG       ] Building data for symbol: DRIO with lookback: 0
[2026-01-07T20:35:56.211811] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-07T20:35:56.211891] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:56.216784] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-07T20:35:56.217445] [DEBUG] [MAG       ] PRFZ: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:56.303478] [INFO ] [LOCAL     ] PRFZ: Saved forecast.
[2026-01-07T20:35:56.303564] [INFO ] [main      ] PRFZ: Signal=1 (Conf=90.0%), Magnitude=0.37% (Conf=64.0327%)
[2026-01-07T20:35:56.303981] [INFO ] [main      ] Fetching symbol history for HALO...
[2026-01-07T20:35:56.304035] [DEBUG] [REMOTE    ] HALO: Fetching historical data.
[2026-01-07T20:35:56.305670] [INFO ] [main      ] Progress: 221/391 forecasts completed (56.5%). PRFZ finished in 0.7s. ETA: 28.7s. Rate: 355.68 forecasts/min
[2026-01-07T20:35:56.309265] [DEBUG] [MAG       ] ULTA: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:56.309823] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-07T20:35:56.312326] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-07T20:35:56.313114] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:56.316567] [DEBUG] [REMOTE    ] HALO: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:56.317550] [DEBUG] [LOCAL     ] Loaded configuration for HALO: 2 features, N/A% accuracy
[2026-01-07T20:35:56.317629] [INFO ] [LOCAL     ] HALO: Loaded 2 optimal features with 58.17% confidence from JSON config
[2026-01-07T20:35:56.317663] [DEBUG] [MAG       ] Building data for symbol: HALO with lookback: 0
[2026-01-07T20:35:56.318486] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-07T20:35:56.318547] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-07T20:35:56.330121] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-07T20:35:56.331911] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:56.369968] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-07T20:35:56.373065] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:56.456119] [INFO ] [LOCAL     ] ULTA: Saved forecast.
[2026-01-07T20:35:56.456186] [INFO ] [main      ] ULTA: Signal=1 (Conf=90.0%), Magnitude=0.54% (Conf=63.5582%)
[2026-01-07T20:35:56.456344] [INFO ] [main      ] Fetching symbol history for MAXI...
[2026-01-07T20:35:56.456387] [DEBUG] [REMOTE    ] MAXI: Fetching historical data.
[2026-01-07T20:35:56.457672] [INFO ] [main      ] Progress: 222/391 forecasts completed (56.8%). ULTA finished in 0.7s. ETA: 28.5s. Rate: 355.84 forecasts/min
[2026-01-07T20:35:56.468065] [DEBUG] [REMOTE    ] MAXI: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:56.469136] [DEBUG] [LOCAL     ] Loaded configuration for MAXI: 6 features, N/A% accuracy
[2026-01-07T20:35:56.469188] [INFO ] [LOCAL     ] MAXI: Loaded 6 optimal features with 43.99% confidence from JSON config
[2026-01-07T20:35:56.469221] [DEBUG] [MAG       ] Building data for symbol: MAXI with lookback: 0
[2026-01-07T20:35:56.470050] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-07T20:35:56.470111] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:56.474915] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:56.476693] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:35:56.477153] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-07T20:35:56.479123] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-07T20:35:56.479871] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-07T20:35:56.481384] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:56.672342] [DEBUG] [MAG       ] DRIO: Last date is validated at 2026-01-07
[2026-01-07T20:35:56.679563] [DEBUG] [MAG       ] AMGN: Last date is validated at 2026-01-07
[2026-01-07T20:35:56.734202] [DEBUG] [MAG       ] HALO: Last date is validated at 2026-01-07
[2026-01-07T20:35:56.822258] [DEBUG] [MAG       ] MAXI: Last date is validated at 2026-01-07
[2026-01-07T20:35:56.838456] [DEBUG] [MAG       ] DRIO: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:56.850093] [DEBUG] [MAG       ] AMGN: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:56.908826] [DEBUG] [MAG       ] HALO: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:56.921234] [INFO ] [LOCAL     ] DRIO: Saved forecast.
[2026-01-07T20:35:56.921303] [INFO ] [main      ] DRIO: Signal=1 (Conf=90.0%), Magnitude=-17.07% (Conf=53.2489%)
[2026-01-07T20:35:56.921684] [INFO ] [main      ] Fetching symbol history for TRI...
[2026-01-07T20:35:56.921738] [DEBUG] [REMOTE    ] TRI: Fetching historical data.
[2026-01-07T20:35:56.921711] [INFO ] [main      ] Progress: 223/391 forecasts completed (57.0%). DRIO finished in 0.7s. ETA: 28.5s. Rate: 353.07 forecasts/min
[2026-01-07T20:35:56.934169] [DEBUG] [REMOTE    ] TRI: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:56.940121] [DEBUG] [LOCAL     ] Loaded configuration for TRI: 4 features, N/A% accuracy
[2026-01-07T20:35:56.940179] [INFO ] [LOCAL     ] TRI: Loaded 4 optimal features with 57.28% confidence from JSON config
[2026-01-07T20:35:56.940211] [DEBUG] [MAG       ] Building data for symbol: TRI with lookback: 0
[2026-01-07T20:35:56.941021] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-07T20:35:56.941082] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:56.942797] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:35:56.943291] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-07T20:35:56.944312] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-07T20:35:56.946314] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:56.974879] [INFO ] [LOCAL     ] AMGN: Saved forecast.
[2026-01-07T20:35:56.974945] [INFO ] [main      ] AMGN: Signal=1 (Conf=90.0%), Magnitude=3.61% (Conf=52.9318%)
[2026-01-07T20:35:56.975331] [INFO ] [main      ] Fetching symbol history for ABSI...
[2026-01-07T20:35:56.975396] [DEBUG] [REMOTE    ] ABSI: Fetching historical data.
[2026-01-07T20:35:56.975585] [INFO ] [main      ] Progress: 224/391 forecasts completed (57.3%). AMGN finished in 0.8s. ETA: 28.3s. Rate: 354.15 forecasts/min
[2026-01-07T20:35:56.987136] [DEBUG] [REMOTE    ] ABSI: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:56.988258] [DEBUG] [LOCAL     ] Loaded configuration for ABSI: 7 features, N/A% accuracy
[2026-01-07T20:35:56.988311] [INFO ] [LOCAL     ] ABSI: Loaded 7 optimal features with 48.33% confidence from JSON config
[2026-01-07T20:35:56.988342] [DEBUG] [MAG       ] Building data for symbol: ABSI with lookback: 0
[2026-01-07T20:35:56.989140] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-07T20:35:56.989202] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:56.990659] [DEBUG] [MAG       ] MAXI: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:56.994054] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-07T20:35:56.994887] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-07T20:35:56.997472] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-07T20:35:56.998658] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-07T20:35:56.999347] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-07T20:35:57.013779] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-07T20:35:57.014557] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:57.029763] [INFO ] [LOCAL     ] HALO: Saved forecast.
[2026-01-07T20:35:57.029834] [INFO ] [main      ] HALO: Signal=1 (Conf=90.0%), Magnitude=2.17% (Conf=58.1687%)
[2026-01-07T20:35:57.030196] [INFO ] [main      ] Fetching symbol history for OMEX...
[2026-01-07T20:35:57.030264] [DEBUG] [REMOTE    ] OMEX: Fetching historical data.
[2026-01-07T20:35:57.031647] [INFO ] [main      ] Progress: 225/391 forecasts completed (57.5%). HALO finished in 0.7s. ETA: 28.0s. Rate: 355.20 forecasts/min
[2026-01-07T20:35:57.042391] [DEBUG] [REMOTE    ] OMEX: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:57.043552] [DEBUG] [LOCAL     ] Loaded configuration for OMEX: 2 features, N/A% accuracy
[2026-01-07T20:35:57.043635] [INFO ] [LOCAL     ] OMEX: Loaded 2 optimal features with 52.79% confidence from JSON config
[2026-01-07T20:35:57.043685] [DEBUG] [MAG       ] Building data for symbol: OMEX with lookback: 0
[2026-01-07T20:35:57.044680] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-07T20:35:57.044742] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-07T20:35:57.046044] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-07T20:35:57.082007] [INFO ] [LOCAL     ] MAXI: Saved forecast.
[2026-01-07T20:35:57.082079] [INFO ] [main      ] MAXI: Signal=1 (Conf=90.0%), Magnitude=-1.13% (Conf=43.9866%)
[2026-01-07T20:35:57.082248] [INFO ] [main      ] Fetching symbol history for VCSH...
[2026-01-07T20:35:57.082636] [DEBUG] [REMOTE    ] VCSH: Fetching historical data.
[2026-01-07T20:35:57.083623] [INFO ] [main      ] Progress: 226/391 forecasts completed (57.8%). MAXI finished in 0.6s. ETA: 27.8s. Rate: 356.30 forecasts/min
[2026-01-07T20:35:57.094293] [DEBUG] [REMOTE    ] VCSH: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:57.095188] [DEBUG] [LOCAL     ] Loaded configuration for VCSH: 5 features, N/A% accuracy
[2026-01-07T20:35:57.095240] [INFO ] [LOCAL     ] VCSH: Loaded 5 optimal features with 54.94% confidence from JSON config
[2026-01-07T20:35:57.095271] [DEBUG] [MAG       ] Building data for symbol: VCSH with lookback: 0
[2026-01-07T20:35:57.096077] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-07T20:35:57.096141] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:57.101168] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:57.103034] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:35:57.103536] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:35:57.104000] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-07T20:35:57.104763] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:57.130381] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:57.287008] [DEBUG] [MAG       ] TRI: Last date is validated at 2026-01-07
[2026-01-07T20:35:57.353801] [DEBUG] [MAG       ] ABSI: Last date is validated at 2026-01-07
[2026-01-07T20:35:57.444709] [DEBUG] [MAG       ] VCSH: Last date is validated at 2026-01-07
[2026-01-07T20:35:57.456137] [DEBUG] [MAG       ] TRI: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:57.493401] [DEBUG] [MAG       ] OMEX: Last date is validated at 2026-01-07
[2026-01-07T20:35:57.523854] [DEBUG] [MAG       ] ABSI: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:57.587241] [INFO ] [LOCAL     ] TRI: Saved forecast.
[2026-01-07T20:35:57.587314] [INFO ] [main      ] TRI: Signal=1 (Conf=90.0%), Magnitude=3.33% (Conf=57.2798%)
[2026-01-07T20:35:57.587674] [INFO ] [main      ] Fetching symbol history for SEZL...
[2026-01-07T20:35:57.587726] [DEBUG] [REMOTE    ] SEZL: Fetching historical data.
[2026-01-07T20:35:57.587703] [INFO ] [main      ] Progress: 227/391 forecasts completed (58.1%). TRI finished in 0.7s. ETA: 27.9s. Rate: 353.19 forecasts/min
[2026-01-07T20:35:57.598250] [INFO ] [LOCAL     ] ABSI: Saved forecast.
[2026-01-07T20:35:57.598328] [INFO ] [main      ] ABSI: Signal=1 (Conf=90.0%), Magnitude=-0.25% (Conf=48.3267%)
[2026-01-07T20:35:57.598719] [INFO ] [main      ] Progress: 228/391 forecasts completed (58.3%). ABSI finished in 0.6s. ETA: 27.6s. Rate: 354.65 forecasts/min
[2026-01-07T20:35:57.598850] [INFO ] [main      ] Fetching symbol history for UXIN...
[2026-01-07T20:35:57.598896] [DEBUG] [REMOTE    ] UXIN: Fetching historical data.
[2026-01-07T20:35:57.599192] [DEBUG] [REMOTE    ] SEZL: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:57.600297] [DEBUG] [LOCAL     ] Loaded configuration for SEZL: 5 features, N/A% accuracy
[2026-01-07T20:35:57.600354] [INFO ] [LOCAL     ] SEZL: Loaded 5 optimal features with 54.67% confidence from JSON config
[2026-01-07T20:35:57.600396] [DEBUG] [MAG       ] Building data for symbol: SEZL with lookback: 0
[2026-01-07T20:35:57.601190] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-07T20:35:57.601269] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:57.603345] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:35:57.603990] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-07T20:35:57.611211] [DEBUG] [REMOTE    ] UXIN: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:57.612032] [DEBUG] [MAG       ] VCSH: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:57.612262] [DEBUG] [LOCAL     ] Loaded configuration for UXIN: 8 features, N/A% accuracy
[2026-01-07T20:35:57.612319] [INFO ] [LOCAL     ] UXIN: Loaded 8 optimal features with 50.49% confidence from JSON config
[2026-01-07T20:35:57.612352] [DEBUG] [MAG       ] Building data for symbol: UXIN with lookback: 0
[2026-01-07T20:35:57.613198] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-07T20:35:57.613278] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-07T20:35:57.614128] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-07T20:35:57.667283] [INFO ] [LOCAL     ] VCSH: Saved forecast.
[2026-01-07T20:35:57.667350] [INFO ] [main      ] VCSH: Signal=1 (Conf=90.0%), Magnitude=0.02% (Conf=54.9399%)
[2026-01-07T20:35:57.667518] [INFO ] [main      ] Fetching symbol history for PUBM...
[2026-01-07T20:35:57.667561] [DEBUG] [REMOTE    ] PUBM: Fetching historical data.
[2026-01-07T20:35:57.667882] [INFO ] [main      ] Progress: 229/391 forecasts completed (58.6%). VCSH finished in 0.6s. ETA: 27.3s. Rate: 355.57 forecasts/min
[2026-01-07T20:35:57.671287] [DEBUG] [MAG       ] OMEX: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:57.679433] [DEBUG] [REMOTE    ] PUBM: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:57.680000] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-07T20:35:57.680541] [DEBUG] [LOCAL     ] Loaded configuration for PUBM: 4 features, N/A% accuracy
[2026-01-07T20:35:57.680614] [INFO ] [LOCAL     ] PUBM: Loaded 4 optimal features with 44.14% confidence from JSON config
[2026-01-07T20:35:57.680647] [DEBUG] [MAG       ] Building data for symbol: PUBM with lookback: 0
[2026-01-07T20:35:57.681409] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-07T20:35:57.681469] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:57.682079] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-07T20:35:57.683141] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:35:57.683668] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:35:57.684102] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-07T20:35:57.686316] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:57.692707] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:57.694708] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:35:57.695558] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-07T20:35:57.696643] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-07T20:35:57.698287] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-07T20:35:57.699546] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-07T20:35:57.700392] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:57.731100] [INFO ] [LOCAL     ] OMEX: Saved forecast.
[2026-01-07T20:35:57.731172] [INFO ] [main      ] OMEX: Signal=1 (Conf=90.0%), Magnitude=0.82% (Conf=52.7865%)
[2026-01-07T20:35:57.731553] [INFO ] [main      ] Fetching symbol history for NFBK...
[2026-01-07T20:35:57.731628] [DEBUG] [REMOTE    ] NFBK: Fetching historical data.
[2026-01-07T20:35:57.731659] [INFO ] [main      ] Progress: 230/391 forecasts completed (58.8%). OMEX finished in 0.7s. ETA: 27.1s. Rate: 356.53 forecasts/min
[2026-01-07T20:35:57.743999] [DEBUG] [REMOTE    ] NFBK: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:57.744835] [DEBUG] [LOCAL     ] Loaded configuration for NFBK: 4 features, N/A% accuracy
[2026-01-07T20:35:57.744888] [INFO ] [LOCAL     ] NFBK: Loaded 4 optimal features with 58.27% confidence from JSON config
[2026-01-07T20:35:57.744920] [DEBUG] [MAG       ] Building data for symbol: NFBK with lookback: 0
[2026-01-07T20:35:57.745775] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-07T20:35:57.745835] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:57.747552] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:35:57.748135] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:35:57.748618] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-07T20:35:57.749308] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:57.794747] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:58.024203] [DEBUG] [MAG       ] SEZL: Last date is validated at 2026-01-07
[2026-01-07T20:35:58.035884] [DEBUG] [MAG       ] UXIN: Last date is validated at 2026-01-07
[2026-01-07T20:35:58.110026] [DEBUG] [MAG       ] NFBK: Last date is validated at 2026-01-07
[2026-01-07T20:35:58.139889] [DEBUG] [MAG       ] PUBM: Last date is validated at 2026-01-07
[2026-01-07T20:35:58.188730] [DEBUG] [MAG       ] SEZL: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:58.204004] [DEBUG] [MAG       ] UXIN: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:58.269900] [INFO ] [LOCAL     ] UXIN: Saved forecast.
[2026-01-07T20:35:58.269973] [INFO ] [main      ] UXIN: Signal=1 (Conf=90.0%), Magnitude=3.88% (Conf=50.4859%)
[2026-01-07T20:35:58.270346] [INFO ] [main      ] Progress: 231/391 forecasts completed (59.1%). UXIN finished in 0.7s. ETA: 27.2s. Rate: 353.17 forecasts/min
[2026-01-07T20:35:58.270473] [INFO ] [main      ] Fetching symbol history for NAAS...
[2026-01-07T20:35:58.270517] [DEBUG] [REMOTE    ] NAAS: Fetching historical data.
[2026-01-07T20:35:58.282468] [DEBUG] [REMOTE    ] NAAS: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:58.283433] [DEBUG] [LOCAL     ] Loaded configuration for NAAS: 5 features, N/A% accuracy
[2026-01-07T20:35:58.283485] [INFO ] [LOCAL     ] NAAS: Loaded 5 optimal features with 43.69% confidence from JSON config
[2026-01-07T20:35:58.283516] [DEBUG] [MAG       ] Building data for symbol: NAAS with lookback: 0
[2026-01-07T20:35:58.284325] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-07T20:35:58.284388] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:58.288597] [DEBUG] [MAG       ] NFBK: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:58.289185] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:58.291068] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:35:58.291597] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:35:58.291999] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-07T20:35:58.292885] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:58.308975] [DEBUG] [MAG       ] PUBM: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:58.338216] [INFO ] [LOCAL     ] SEZL: Saved forecast.
[2026-01-07T20:35:58.338290] [INFO ] [main      ] SEZL: Signal=1 (Conf=90.0%), Magnitude=2.11% (Conf=54.6681%)
[2026-01-07T20:35:58.338678] [INFO ] [main      ] Fetching symbol history for KRNY...
[2026-01-07T20:35:58.338730] [DEBUG] [REMOTE    ] KRNY: Fetching historical data.
[2026-01-07T20:35:58.339653] [INFO ] [main      ] Progress: 232/391 forecasts completed (59.3%). SEZL finished in 0.8s. ETA: 26.9s. Rate: 354.07 forecasts/min
[2026-01-07T20:35:58.350076] [DEBUG] [REMOTE    ] KRNY: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:58.351055] [DEBUG] [LOCAL     ] Loaded configuration for KRNY: 2 features, N/A% accuracy
[2026-01-07T20:35:58.351106] [INFO ] [LOCAL     ] KRNY: Loaded 2 optimal features with 60.95% confidence from JSON config
[2026-01-07T20:35:58.351136] [DEBUG] [MAG       ] Building data for symbol: KRNY with lookback: 0
[2026-01-07T20:35:58.351931] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-07T20:35:58.351988] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:58.356732] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-07T20:35:58.357228] [INFO ] [LOCAL     ] NFBK: Saved forecast.
[2026-01-07T20:35:58.357314] [INFO ] [main      ] NFBK: Signal=1 (Conf=90.0%), Magnitude=0.30% (Conf=58.2656%)
[2026-01-07T20:35:58.357491] [INFO ] [main      ] Fetching symbol history for LCNB...
[2026-01-07T20:35:58.357536] [DEBUG] [REMOTE    ] LCNB: Fetching historical data.
[2026-01-07T20:35:58.358333] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:58.359652] [INFO ] [main      ] Progress: 233/391 forecasts completed (59.6%). NFBK finished in 0.6s. ETA: 26.7s. Rate: 355.41 forecasts/min
[2026-01-07T20:35:58.370790] [DEBUG] [REMOTE    ] LCNB: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:58.371612] [DEBUG] [LOCAL     ] Loaded configuration for LCNB: 8 features, N/A% accuracy
[2026-01-07T20:35:58.371663] [INFO ] [LOCAL     ] LCNB: Loaded 8 optimal features with 60.52% confidence from JSON config
[2026-01-07T20:35:58.371694] [DEBUG] [MAG       ] Building data for symbol: LCNB with lookback: 0
[2026-01-07T20:35:58.372620] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-07T20:35:58.372682] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:58.377426] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:58.379208] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:35:58.379912] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:35:58.380100] [INFO ] [LOCAL     ] PUBM: Saved forecast.
[2026-01-07T20:35:58.380166] [INFO ] [main      ] PUBM: Signal=1 (Conf=90.0%), Magnitude=3.51% (Conf=44.1431%)
[2026-01-07T20:35:58.380329] [INFO ] [main      ] Fetching symbol history for ATOM...
[2026-01-07T20:35:58.380372] [DEBUG] [REMOTE    ] ATOM: Fetching historical data.
[2026-01-07T20:35:58.380692] [INFO ] [main      ] Progress: 234/391 forecasts completed (59.8%). PUBM finished in 0.7s. ETA: 26.4s. Rate: 356.75 forecasts/min
[2026-01-07T20:35:58.380344] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:35:58.381248] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-07T20:35:58.383805] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-07T20:35:58.391728] [DEBUG] [REMOTE    ] ATOM: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:58.393347] [DEBUG] [LOCAL     ] Loaded configuration for ATOM: 8 features, N/A% accuracy
[2026-01-07T20:35:58.393400] [INFO ] [LOCAL     ] ATOM: Loaded 8 optimal features with 58.80% confidence from JSON config
[2026-01-07T20:35:58.393431] [DEBUG] [MAG       ] Building data for symbol: ATOM with lookback: 0
[2026-01-07T20:35:58.394210] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-07T20:35:58.394275] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:58.399036] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:58.400810] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:35:58.401292] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-07T20:35:58.441294] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-07T20:35:58.442610] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-07T20:35:58.444318] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-07T20:35:58.445385] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-07T20:35:58.446091] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:58.491378] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-07T20:35:58.492263] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:58.630775] [DEBUG] [MAG       ] NAAS: Last date is validated at 2026-01-07
[2026-01-07T20:35:58.701567] [DEBUG] [MAG       ] KRNY: Last date is validated at 2026-01-07
[2026-01-07T20:35:58.785936] [DEBUG] [MAG       ] ATOM: Last date is validated at 2026-01-07
[2026-01-07T20:35:58.803442] [DEBUG] [MAG       ] NAAS: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:58.830341] [DEBUG] [MAG       ] LCNB: Last date is validated at 2026-01-07
[2026-01-07T20:35:58.868891] [DEBUG] [MAG       ] KRNY: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:58.888451] [INFO ] [LOCAL     ] NAAS: Saved forecast.
[2026-01-07T20:35:58.888520] [INFO ] [main      ] NAAS: Signal=1 (Conf=90.0%), Magnitude=18.33% (Conf=43.6884%)
[2026-01-07T20:35:58.888992] [INFO ] [main      ] Fetching symbol history for MCI...
[2026-01-07T20:35:58.889046] [DEBUG] [REMOTE    ] MCI: Fetching historical data.
[2026-01-07T20:35:58.889681] [INFO ] [main      ] Progress: 235/391 forecasts completed (60.1%). NAAS finished in 0.6s. ETA: 26.5s. Rate: 353.70 forecasts/min
[2026-01-07T20:35:58.900983] [DEBUG] [REMOTE    ] MCI: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:58.901905] [DEBUG] [LOCAL     ] Loaded configuration for MCI: 5 features, N/A% accuracy
[2026-01-07T20:35:58.901958] [INFO ] [LOCAL     ] MCI: Loaded 5 optimal features with 52.41% confidence from JSON config
[2026-01-07T20:35:58.902000] [DEBUG] [MAG       ] Building data for symbol: MCI with lookback: 0
[2026-01-07T20:35:58.902830] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-07T20:35:58.902891] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:58.907655] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-07T20:35:58.908610] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-07T20:35:58.911231] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-07T20:35:58.913233] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-07T20:35:58.914306] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:58.928851] [INFO ] [LOCAL     ] KRNY: Saved forecast.
[2026-01-07T20:35:58.928919] [INFO ] [main      ] KRNY: Signal=1 (Conf=90.0%), Magnitude=1.22% (Conf=60.9547%)
[2026-01-07T20:35:58.929334] [INFO ] [main      ] Fetching symbol history for QYLG...
[2026-01-07T20:35:58.929384] [DEBUG] [REMOTE    ] QYLG: Fetching historical data.
[2026-01-07T20:35:58.930633] [INFO ] [main      ] Progress: 236/391 forecasts completed (60.4%). KRNY finished in 0.6s. ETA: 26.2s. Rate: 354.84 forecasts/min
[2026-01-07T20:35:58.941158] [DEBUG] [REMOTE    ] QYLG: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:58.942101] [DEBUG] [LOCAL     ] Loaded configuration for QYLG: 8 features, N/A% accuracy
[2026-01-07T20:35:58.942152] [INFO ] [LOCAL     ] QYLG: Loaded 8 optimal features with 51.12% confidence from JSON config
[2026-01-07T20:35:58.942183] [DEBUG] [MAG       ] Building data for symbol: QYLG with lookback: 0
[2026-01-07T20:35:58.943008] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-07T20:35:58.943080] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:58.948033] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:58.949840] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:35:58.950349] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:35:58.950769] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-07T20:35:58.953109] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-07T20:35:58.956482] [DEBUG] [MAG       ] ATOM: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:58.995322] [DEBUG] [MAG       ] LCNB: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:59.005520] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-07T20:35:59.006498] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-07T20:35:59.007549] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:59.043884] [INFO ] [LOCAL     ] ATOM: Saved forecast.
[2026-01-07T20:35:59.043949] [INFO ] [main      ] ATOM: Signal=1 (Conf=90.0%), Magnitude=6.14% (Conf=58.8046%)
[2026-01-07T20:35:59.044121] [INFO ] [main      ] Fetching symbol history for NABL...
[2026-01-07T20:35:59.044166] [DEBUG] [REMOTE    ] NABL: Fetching historical data.
[2026-01-07T20:35:59.044954] [INFO ] [main      ] Progress: 237/391 forecasts completed (60.6%). ATOM finished in 0.7s. ETA: 26.0s. Rate: 355.33 forecasts/min
[2026-01-07T20:35:59.055505] [DEBUG] [REMOTE    ] NABL: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:59.056627] [DEBUG] [LOCAL     ] Loaded configuration for NABL: 6 features, N/A% accuracy
[2026-01-07T20:35:59.056681] [INFO ] [LOCAL     ] NABL: Loaded 6 optimal features with 50.17% confidence from JSON config
[2026-01-07T20:35:59.056712] [DEBUG] [MAG       ] Building data for symbol: NABL with lookback: 0
[2026-01-07T20:35:59.057480] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-07T20:35:59.057551] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:59.059295] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:35:59.059927] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:35:59.060322] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-07T20:35:59.062675] [INFO ] [LOCAL     ] LCNB: Saved forecast.
[2026-01-07T20:35:59.062754] [INFO ] [main      ] LCNB: Signal=1 (Conf=90.0%), Magnitude=-1.12% (Conf=60.5229%)
[2026-01-07T20:35:59.063104] [INFO ] [main      ] Progress: 238/391 forecasts completed (60.9%). LCNB finished in 0.7s. ETA: 25.7s. Rate: 356.66 forecasts/min
[2026-01-07T20:35:59.063233] [INFO ] [main      ] Fetching symbol history for NLOP...
[2026-01-07T20:35:59.063275] [DEBUG] [REMOTE    ] NLOP: Fetching historical data.
[2026-01-07T20:35:59.074915] [DEBUG] [REMOTE    ] NLOP: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:59.075668] [DEBUG] [LOCAL     ] Loaded configuration for NLOP: 6 features, N/A% accuracy
[2026-01-07T20:35:59.075719] [INFO ] [LOCAL     ] NLOP: Loaded 6 optimal features with 51.76% confidence from JSON config
[2026-01-07T20:35:59.075750] [DEBUG] [MAG       ] Building data for symbol: NLOP with lookback: 0
[2026-01-07T20:35:59.076516] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-07T20:35:59.076597] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:59.078242] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:35:59.078824] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:35:59.079230] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-07T20:35:59.080022] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-07T20:35:59.080910] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-07T20:35:59.111194] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-07T20:35:59.112549] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-07T20:35:59.113262] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:59.155327] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:59.254803] [DEBUG] [MAG       ] MCI: Last date is validated at 2026-01-07
[2026-01-07T20:35:59.363069] [DEBUG] [MAG       ] QYLG: Last date is validated at 2026-01-07
[2026-01-07T20:35:59.421727] [DEBUG] [MAG       ] MCI: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:59.453059] [DEBUG] [MAG       ] NABL: Last date is validated at 2026-01-07
[2026-01-07T20:35:59.487695] [DEBUG] [MAG       ] NLOP: Last date is validated at 2026-01-07
[2026-01-07T20:35:59.496067] [INFO ] [LOCAL     ] MCI: Saved forecast.
[2026-01-07T20:35:59.496133] [INFO ] [main      ] MCI: Signal=1 (Conf=90.0%), Magnitude=-2.69% (Conf=52.4144%)
[2026-01-07T20:35:59.496506] [INFO ] [main      ] Fetching symbol history for WBTN...
[2026-01-07T20:35:59.496558] [DEBUG] [REMOTE    ] WBTN: Fetching historical data.
[2026-01-07T20:35:59.497647] [INFO ] [main      ] Progress: 239/391 forecasts completed (61.1%). MCI finished in 0.6s. ETA: 25.7s. Rate: 354.32 forecasts/min
[2026-01-07T20:35:59.509026] [DEBUG] [REMOTE    ] WBTN: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:59.510653] [DEBUG] [LOCAL     ] Loaded configuration for WBTN: 3 features, N/A% accuracy
[2026-01-07T20:35:59.510709] [INFO ] [LOCAL     ] WBTN: Loaded 3 optimal features with 36.33% confidence from JSON config
[2026-01-07T20:35:59.510743] [DEBUG] [MAG       ] Building data for symbol: WBTN with lookback: 0
[2026-01-07T20:35:59.511560] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-07T20:35:59.511646] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:59.516681] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-07T20:35:59.517499] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-07T20:35:59.518333] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:59.535022] [DEBUG] [MAG       ] QYLG: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:59.607162] [INFO ] [LOCAL     ] QYLG: Saved forecast.
[2026-01-07T20:35:59.607242] [INFO ] [main      ] QYLG: Signal=1 (Conf=90.0%), Magnitude=0.04% (Conf=51.1181%)
[2026-01-07T20:35:59.607751] [INFO ] [main      ] Fetching symbol history for TM...
[2026-01-07T20:35:59.607805] [DEBUG] [REMOTE    ] TM: Fetching historical data.
[2026-01-07T20:35:59.608653] [INFO ] [main      ] Progress: 240/391 forecasts completed (61.4%). QYLG finished in 0.7s. ETA: 25.5s. Rate: 354.83 forecasts/min
[2026-01-07T20:35:59.620337] [DEBUG] [REMOTE    ] TM: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:59.621560] [DEBUG] [LOCAL     ] Loaded configuration for TM: 3 features, N/A% accuracy
[2026-01-07T20:35:59.621644] [INFO ] [LOCAL     ] TM: Loaded 3 optimal features with 57.20% confidence from JSON config
[2026-01-07T20:35:59.621676] [DEBUG] [MAG       ] Building data for symbol: TM with lookback: 0
[2026-01-07T20:35:59.622271] [DEBUG] [MAG       ] NABL: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:59.622699] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-07T20:35:59.622771] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:59.627559] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-07T20:35:59.628568] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-07T20:35:59.652405] [DEBUG] [MAG       ] NLOP: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:35:59.687062] [INFO ] [LOCAL     ] NABL: Saved forecast.
[2026-01-07T20:35:59.687138] [INFO ] [main      ] NABL: Signal=1 (Conf=90.0%), Magnitude=3.47% (Conf=50.1663%)
[2026-01-07T20:35:59.687496] [INFO ] [main      ] Fetching symbol history for SIEB...
[2026-01-07T20:35:59.687548] [DEBUG] [REMOTE    ] SIEB: Fetching historical data.
[2026-01-07T20:35:59.687523] [INFO ] [main      ] Progress: 241/391 forecasts completed (61.6%). NABL finished in 0.6s. ETA: 25.3s. Rate: 355.61 forecasts/min
[2026-01-07T20:35:59.699101] [DEBUG] [REMOTE    ] SIEB: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:59.700084] [DEBUG] [LOCAL     ] Loaded configuration for SIEB: 6 features, N/A% accuracy
[2026-01-07T20:35:59.700147] [INFO ] [LOCAL     ] SIEB: Loaded 6 optimal features with 56.53% confidence from JSON config
[2026-01-07T20:35:59.700178] [DEBUG] [MAG       ] Building data for symbol: SIEB with lookback: 0
[2026-01-07T20:35:59.700986] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-07T20:35:59.701049] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:59.706484] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:35:59.708364] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:35:59.708861] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:35:59.709252] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-07T20:35:59.711769] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-07T20:35:59.714599] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:59.732733] [INFO ] [LOCAL     ] NLOP: Saved forecast.
[2026-01-07T20:35:59.732797] [INFO ] [main      ] NLOP: Signal=1 (Conf=90.0%), Magnitude=-5.76% (Conf=51.7626%)
[2026-01-07T20:35:59.733154] [INFO ] [main      ] Progress: 242/391 forecasts completed (61.9%). NLOP finished in 0.7s. ETA: 25.1s. Rate: 356.69 forecasts/min
[2026-01-07T20:35:59.733329] [INFO ] [main      ] Fetching symbol history for NVS...
[2026-01-07T20:35:59.733376] [DEBUG] [REMOTE    ] NVS: Fetching historical data.
[2026-01-07T20:35:59.745268] [DEBUG] [REMOTE    ] NVS: Successfully parsed 300 rows of historical data.
[2026-01-07T20:35:59.745997] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:59.746270] [DEBUG] [LOCAL     ] Loaded configuration for NVS: 6 features, N/A% accuracy
[2026-01-07T20:35:59.746324] [INFO ] [LOCAL     ] NVS: Loaded 6 optimal features with 47.22% confidence from JSON config
[2026-01-07T20:35:59.746355] [DEBUG] [MAG       ] Building data for symbol: NVS with lookback: 0
[2026-01-07T20:35:59.747149] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-07T20:35:59.747212] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:35:59.752005] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-07T20:35:59.752836] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-07T20:35:59.753663] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-07T20:35:59.754982] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-07T20:35:59.757791] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-07T20:35:59.758879] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:35:59.870276] [DEBUG] [MAG       ] WBTN: Last date is validated at 2026-01-07
[2026-01-07T20:36:00.042623] [DEBUG] [MAG       ] WBTN: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:00.063947] [DEBUG] [MAG       ] SIEB: Last date is validated at 2026-01-07
[2026-01-07T20:36:00.095959] [DEBUG] [MAG       ] NVS: Last date is validated at 2026-01-07
[2026-01-07T20:36:00.112719] [DEBUG] [MAG       ] TM: Last date is validated at 2026-01-07
[2026-01-07T20:36:00.134928] [INFO ] [LOCAL     ] WBTN: Saved forecast.
[2026-01-07T20:36:00.135013] [INFO ] [main      ] WBTN: Signal=1 (Conf=90.0%), Magnitude=-3.55% (Conf=36.3287%)
[2026-01-07T20:36:00.135380] [INFO ] [main      ] Fetching symbol history for UMC...
[2026-01-07T20:36:00.135431] [DEBUG] [REMOTE    ] UMC: Fetching historical data.
[2026-01-07T20:36:00.136359] [INFO ] [main      ] Progress: 243/391 forecasts completed (62.1%). WBTN finished in 0.6s. ETA: 25.0s. Rate: 354.65 forecasts/min
[2026-01-07T20:36:00.185395] [DEBUG] [REMOTE    ] UMC: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:00.191111] [DEBUG] [LOCAL     ] Loaded configuration for UMC: 8 features, N/A% accuracy
[2026-01-07T20:36:00.191186] [INFO ] [LOCAL     ] UMC: Loaded 8 optimal features with 62.62% confidence from JSON config
[2026-01-07T20:36:00.192368] [DEBUG] [MAG       ] Building data for symbol: UMC with lookback: 0
[2026-01-07T20:36:00.195310] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-07T20:36:00.195386] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:36:00.199985] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:36:00.200563] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-07T20:36:00.215982] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-07T20:36:00.225272] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-07T20:36:00.244882] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-07T20:36:00.246525] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2026-01-07T20:36:00.248304] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2026-01-07T20:36:00.254028] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:00.282719] [DEBUG] [MAG       ] SIEB: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:00.289264] [DEBUG] [MAG       ] TM: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:00.316726] [DEBUG] [MAG       ] NVS: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:00.348570] [INFO ] [LOCAL     ] SIEB: Saved forecast.
[2026-01-07T20:36:00.348656] [INFO ] [main      ] SIEB: Signal=1 (Conf=90.0%), Magnitude=-6.35% (Conf=56.5313%)
[2026-01-07T20:36:00.348827] [INFO ] [main      ] Fetching symbol history for TXRH...
[2026-01-07T20:36:00.348872] [DEBUG] [REMOTE    ] TXRH: Fetching historical data.
[2026-01-07T20:36:00.353458] [INFO ] [main      ] Progress: 244/391 forecasts completed (62.4%). SIEB finished in 0.7s. ETA: 24.9s. Rate: 354.24 forecasts/min
[2026-01-07T20:36:00.361128] [DEBUG] [REMOTE    ] TXRH: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:00.362257] [DEBUG] [LOCAL     ] Loaded configuration for TXRH: 5 features, N/A% accuracy
[2026-01-07T20:36:00.362309] [INFO ] [LOCAL     ] TXRH: Loaded 5 optimal features with 60.23% confidence from JSON config
[2026-01-07T20:36:00.362339] [DEBUG] [MAG       ] Building data for symbol: TXRH with lookback: 0
[2026-01-07T20:36:00.363142] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-07T20:36:00.363204] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:36:00.367980] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-07T20:36:00.370416] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-07T20:36:00.414984] [INFO ] [LOCAL     ] TM: Saved forecast.
[2026-01-07T20:36:00.415052] [INFO ] [main      ] TM: Signal=1 (Conf=90.0%), Magnitude=1.15% (Conf=57.2026%)
[2026-01-07T20:36:00.415389] [INFO ] [main      ] Fetching symbol history for EYE...
[2026-01-07T20:36:00.415439] [DEBUG] [REMOTE    ] EYE: Fetching historical data.
[2026-01-07T20:36:00.416691] [INFO ] [main      ] Progress: 245/391 forecasts completed (62.7%). TM finished in 0.8s. ETA: 24.7s. Rate: 355.15 forecasts/min
[2026-01-07T20:36:00.421311] [INFO ] [LOCAL     ] NVS: Saved forecast.
[2026-01-07T20:36:00.421380] [INFO ] [main      ] NVS: Signal=1 (Conf=90.0%), Magnitude=0.87% (Conf=47.2228%)
[2026-01-07T20:36:00.424851] [INFO ] [main      ] Fetching symbol history for PPH...
[2026-01-07T20:36:00.424907] [DEBUG] [REMOTE    ] PPH: Fetching historical data.
[2026-01-07T20:36:00.425900] [INFO ] [main      ] Progress: 246/391 forecasts completed (62.9%). NVS finished in 0.7s. ETA: 24.4s. Rate: 356.52 forecasts/min
[2026-01-07T20:36:00.438371] [DEBUG] [REMOTE    ] EYE: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:00.439405] [DEBUG] [LOCAL     ] Loaded configuration for EYE: 3 features, N/A% accuracy
[2026-01-07T20:36:00.439455] [INFO ] [LOCAL     ] EYE: Loaded 3 optimal features with 46.65% confidence from JSON config
[2026-01-07T20:36:00.439486] [DEBUG] [MAG       ] Building data for symbol: EYE with lookback: 0
[2026-01-07T20:36:00.440345] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-07T20:36:00.440404] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:36:00.445223] [DEBUG] [REMOTE    ] PPH: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:00.445970] [DEBUG] [LOCAL     ] Loaded configuration for PPH: 6 features, N/A% accuracy
[2026-01-07T20:36:00.446024] [INFO ] [LOCAL     ] PPH: Loaded 6 optimal features with 54.07% confidence from JSON config
[2026-01-07T20:36:00.446055] [DEBUG] [MAG       ] Building data for symbol: PPH with lookback: 0
[2026-01-07T20:36:00.446973] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-07T20:36:00.447038] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:36:00.453195] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-07T20:36:00.453973] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:36:00.454673] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:36:00.455124] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-07T20:36:00.520834] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-07T20:36:00.531818] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-07T20:36:00.547540] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-07T20:36:00.549144] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:00.589105] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2026-01-07T20:36:00.590551] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2026-01-07T20:36:00.593330] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:00.599173] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:00.885401] [DEBUG] [MAG       ] TXRH: Last date is validated at 2026-01-07
[2026-01-07T20:36:00.958723] [DEBUG] [MAG       ] UMC: Last date is validated at 2026-01-07
[2026-01-07T20:36:00.996810] [DEBUG] [MAG       ] PPH: Last date is validated at 2026-01-07
[2026-01-07T20:36:01.043331] [DEBUG] [MAG       ] EYE: Last date is validated at 2026-01-07
[2026-01-07T20:36:01.052036] [DEBUG] [MAG       ] TXRH: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:01.142160] [DEBUG] [MAG       ] UMC: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:01.206408] [INFO ] [LOCAL     ] UMC: Saved forecast.
[2026-01-07T20:36:01.206865] [INFO ] [main      ] UMC: Signal=1 (Conf=90.0%), Magnitude=-0.62% (Conf=62.6217%)
[2026-01-07T20:36:01.207026] [INFO ] [main      ] Fetching symbol history for REFI...
[2026-01-07T20:36:01.207070] [DEBUG] [REMOTE    ] REFI: Fetching historical data.
[2026-01-07T20:36:01.215808] [INFO ] [main      ] Progress: 247/391 forecasts completed (63.2%). UMC finished in 1.1s. ETA: 24.6s. Rate: 351.26 forecasts/min
[2026-01-07T20:36:01.219386] [DEBUG] [MAG       ] EYE: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:01.220946] [DEBUG] [REMOTE    ] REFI: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:01.224618] [DEBUG] [LOCAL     ] Loaded configuration for REFI: 10 features, N/A% accuracy
[2026-01-07T20:36:01.224696] [INFO ] [LOCAL     ] REFI: Loaded 10 optimal features with 49.37% confidence from JSON config
[2026-01-07T20:36:01.224728] [DEBUG] [MAG       ] Building data for symbol: REFI with lookback: 0
[2026-01-07T20:36:01.225540] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2026-01-07T20:36:01.225635] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:36:01.231083] [DEBUG] [MAG       ] PPH: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:01.233453] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:36:01.238460] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:36:01.238962] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:36:01.239347] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-07T20:36:01.244000] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-07T20:36:01.297076] [INFO ] [LOCAL     ] EYE: Saved forecast.
[2026-01-07T20:36:01.297144] [INFO ] [main      ] EYE: Signal=1 (Conf=90.0%), Magnitude=-0.97% (Conf=46.6457%)
[2026-01-07T20:36:01.297305] [INFO ] [main      ] Fetching symbol history for FLYE...
[2026-01-07T20:36:01.297348] [DEBUG] [REMOTE    ] FLYE: Fetching historical data.
[2026-01-07T20:36:01.299980] [INFO ] [main      ] Progress: 248/391 forecasts completed (63.4%). EYE finished in 0.9s. ETA: 24.4s. Rate: 351.98 forecasts/min
[2026-01-07T20:36:01.305385] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-07T20:36:01.307074] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-07T20:36:01.307749] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-07T20:36:01.310970] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-07T20:36:01.311092] [DEBUG] [REMOTE    ] FLYE: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:01.312240] [DEBUG] [LOCAL     ] Loaded configuration for FLYE: 4 features, N/A% accuracy
[2026-01-07T20:36:01.312293] [INFO ] [LOCAL     ] FLYE: Loaded 4 optimal features with 34.76% confidence from JSON config
[2026-01-07T20:36:01.312323] [DEBUG] [MAG       ] Building data for symbol: FLYE with lookback: 0
[2026-01-07T20:36:01.312595] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:01.313164] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-07T20:36:01.313225] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:36:01.318115] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:36:01.319915] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:36:01.320374] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:36:01.320963] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:01.328163] [INFO ] [LOCAL     ] PPH: Saved forecast.
[2026-01-07T20:36:01.328246] [INFO ] [main      ] PPH: Signal=1 (Conf=90.0%), Magnitude=0.37% (Conf=54.0703%)
[2026-01-07T20:36:01.330543] [INFO ] [main      ] Fetching symbol history for EOG...
[2026-01-07T20:36:01.330608] [DEBUG] [REMOTE    ] EOG: Fetching historical data.
[2026-01-07T20:36:01.330824] [INFO ] [main      ] Progress: 249/391 forecasts completed (63.7%). PPH finished in 0.9s. ETA: 24.1s. Rate: 353.15 forecasts/min
[2026-01-07T20:36:01.341221] [INFO ] [LOCAL     ] TXRH: Saved forecast.
[2026-01-07T20:36:01.341287] [INFO ] [main      ] TXRH: Signal=1 (Conf=90.0%), Magnitude=0.04% (Conf=60.2298%)
[2026-01-07T20:36:01.341447] [INFO ] [main      ] Fetching symbol history for VAC...
[2026-01-07T20:36:01.341490] [DEBUG] [REMOTE    ] VAC: Fetching historical data.
[2026-01-07T20:36:01.341737] [INFO ] [main      ] Progress: 250/391 forecasts completed (63.9%). TXRH finished in 1.0s. ETA: 23.9s. Rate: 354.47 forecasts/min
[2026-01-07T20:36:01.341904] [DEBUG] [REMOTE    ] EOG: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:01.342772] [DEBUG] [LOCAL     ] Loaded configuration for EOG: 4 features, N/A% accuracy
[2026-01-07T20:36:01.342827] [INFO ] [LOCAL     ] EOG: Loaded 4 optimal features with 55.70% confidence from JSON config
[2026-01-07T20:36:01.342860] [DEBUG] [MAG       ] Building data for symbol: EOG with lookback: 0
[2026-01-07T20:36:01.343704] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-07T20:36:01.343765] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:36:01.348902] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-07T20:36:01.351646] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-07T20:36:01.353362] [DEBUG] [REMOTE    ] VAC: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:01.354265] [DEBUG] [LOCAL     ] Loaded configuration for VAC: 4 features, N/A% accuracy
[2026-01-07T20:36:01.354316] [INFO ] [LOCAL     ] VAC: Loaded 4 optimal features with 49.65% confidence from JSON config
[2026-01-07T20:36:01.354347] [DEBUG] [MAG       ] Building data for symbol: VAC with lookback: 0
[2026-01-07T20:36:01.355139] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-07T20:36:01.355198] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-07T20:36:01.356103] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-07T20:36:01.356856] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-07T20:36:01.357512] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-07T20:36:01.359068] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:01.431735] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-07T20:36:01.433774] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:01.652243] [DEBUG] [MAG       ] REFI: Last date is validated at 2026-01-07
[2026-01-07T20:36:01.680721] [DEBUG] [MAG       ] FLYE: Last date is validated at 2026-01-07
[2026-01-07T20:36:01.702790] [DEBUG] [MAG       ] VAC: Last date is validated at 2026-01-07
[2026-01-07T20:36:01.783568] [DEBUG] [MAG       ] EOG: Last date is validated at 2026-01-07
[2026-01-07T20:36:01.818565] [DEBUG] [MAG       ] REFI: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:01.865556] [DEBUG] [MAG       ] FLYE: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:01.873900] [DEBUG] [MAG       ] VAC: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:01.887715] [INFO ] [LOCAL     ] REFI: Saved forecast.
[2026-01-07T20:36:01.887785] [INFO ] [main      ] REFI: Signal=1 (Conf=90.0%), Magnitude=2.22% (Conf=49.3732%)
[2026-01-07T20:36:01.888180] [INFO ] [main      ] Fetching symbol history for TRMK...
[2026-01-07T20:36:01.888243] [DEBUG] [REMOTE    ] TRMK: Fetching historical data.
[2026-01-07T20:36:01.889412] [INFO ] [main      ] Progress: 251/391 forecasts completed (64.2%). REFI finished in 0.7s. ETA: 23.9s. Rate: 351.34 forecasts/min
[2026-01-07T20:36:01.901951] [DEBUG] [REMOTE    ] TRMK: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:01.904655] [DEBUG] [LOCAL     ] Loaded configuration for TRMK: 3 features, N/A% accuracy
[2026-01-07T20:36:01.904722] [INFO ] [LOCAL     ] TRMK: Loaded 3 optimal features with 59.94% confidence from JSON config
[2026-01-07T20:36:01.904754] [DEBUG] [MAG       ] Building data for symbol: TRMK with lookback: 0
[2026-01-07T20:36:01.905692] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-07T20:36:01.905945] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-07T20:36:01.906907] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-07T20:36:01.911739] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-07T20:36:01.914338] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:01.964454] [DEBUG] [MAG       ] EOG: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:02.008265] [INFO ] [LOCAL     ] VAC: Saved forecast.
[2026-01-07T20:36:02.008333] [INFO ] [main      ] VAC: Signal=1 (Conf=90.0%), Magnitude=-1.79% (Conf=49.6509%)
[2026-01-07T20:36:02.008708] [INFO ] [main      ] Fetching symbol history for BXSL...
[2026-01-07T20:36:02.008770] [DEBUG] [REMOTE    ] BXSL: Fetching historical data.
[2026-01-07T20:36:02.009657] [INFO ] [main      ] Progress: 252/391 forecasts completed (64.5%). VAC finished in 0.7s. ETA: 23.7s. Rate: 351.76 forecasts/min
[2026-01-07T20:36:02.020710] [DEBUG] [REMOTE    ] BXSL: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:02.021792] [DEBUG] [LOCAL     ] Loaded configuration for BXSL: 6 features, N/A% accuracy
[2026-01-07T20:36:02.021848] [INFO ] [LOCAL     ] BXSL: Loaded 6 optimal features with 57.43% confidence from JSON config
[2026-01-07T20:36:02.021881] [DEBUG] [MAG       ] Building data for symbol: BXSL with lookback: 0
[2026-01-07T20:36:02.022962] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-07T20:36:02.023028] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:36:02.028244] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:36:02.030178] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:36:02.030686] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:36:02.031263] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-07T20:36:02.032362] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-07T20:36:02.078399] [INFO ] [LOCAL     ] EOG: Saved forecast.
[2026-01-07T20:36:02.078471] [INFO ] [main      ] EOG: Signal=1 (Conf=90.0%), Magnitude=-0.90% (Conf=55.6969%)
[2026-01-07T20:36:02.078954] [INFO ] [main      ] Fetching symbol history for SQQQ...
[2026-01-07T20:36:02.079007] [DEBUG] [REMOTE    ] SQQQ: Fetching historical data.
[2026-01-07T20:36:02.079676] [INFO ] [main      ] Progress: 253/391 forecasts completed (64.7%). EOG finished in 0.7s. ETA: 23.5s. Rate: 352.58 forecasts/min
[2026-01-07T20:36:02.090078] [DEBUG] [REMOTE    ] SQQQ: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:02.091136] [DEBUG] [LOCAL     ] Loaded configuration for SQQQ: 4 features, N/A% accuracy
[2026-01-07T20:36:02.091194] [INFO ] [LOCAL     ] SQQQ: Loaded 4 optimal features with 51.41% confidence from JSON config
[2026-01-07T20:36:02.091227] [DEBUG] [MAG       ] Building data for symbol: SQQQ with lookback: 0
[2026-01-07T20:36:02.092117] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-07T20:36:02.092179] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:36:02.093336] [INFO ] [LOCAL     ] FLYE: Saved forecast.
[2026-01-07T20:36:02.093416] [INFO ] [main      ] FLYE: Signal=1 (Conf=90.0%), Magnitude=-42.58% (Conf=34.7569%)
[2026-01-07T20:36:02.093897] [INFO ] [main      ] Fetching symbol history for CDC...
[2026-01-07T20:36:02.093960] [DEBUG] [REMOTE    ] CDC: Fetching historical data.
[2026-01-07T20:36:02.094644] [INFO ] [main      ] Progress: 254/391 forecasts completed (65.0%). FLYE finished in 0.8s. ETA: 23.2s. Rate: 353.85 forecasts/min
[2026-01-07T20:36:02.097230] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:36:02.099096] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:36:02.099666] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-07T20:36:02.101342] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:02.106000] [DEBUG] [REMOTE    ] CDC: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:02.107130] [DEBUG] [LOCAL     ] Loaded configuration for CDC: 1 features, N/A% accuracy
[2026-01-07T20:36:02.107186] [INFO ] [LOCAL     ] CDC: Loaded 1 optimal features with 46.17% confidence from JSON config
[2026-01-07T20:36:02.107219] [DEBUG] [MAG       ] Building data for symbol: CDC with lookback: 0
[2026-01-07T20:36:02.108116] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-07T20:36:02.108177] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-07T20:36:02.109001] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:02.144709] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:02.255226] [DEBUG] [MAG       ] TRMK: Last date is validated at 2026-01-07
[2026-01-07T20:36:02.420716] [DEBUG] [MAG       ] TRMK: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:02.441962] [DEBUG] [MAG       ] SQQQ: Last date is validated at 2026-01-07
[2026-01-07T20:36:02.470099] [DEBUG] [MAG       ] CDC: Last date is validated at 2026-01-07
[2026-01-07T20:36:02.494928] [DEBUG] [MAG       ] BXSL: Last date is validated at 2026-01-07
[2026-01-07T20:36:02.496298] [INFO ] [LOCAL     ] TRMK: Saved forecast.
[2026-01-07T20:36:02.496367] [INFO ] [main      ] TRMK: Signal=1 (Conf=90.0%), Magnitude=-0.94% (Conf=59.9373%)
[2026-01-07T20:36:02.496701] [INFO ] [main      ] Fetching symbol history for WOOD...
[2026-01-07T20:36:02.496753] [DEBUG] [REMOTE    ] WOOD: Fetching historical data.
[2026-01-07T20:36:02.497637] [INFO ] [main      ] Progress: 255/391 forecasts completed (65.2%). TRMK finished in 0.6s. ETA: 23.2s. Rate: 351.95 forecasts/min
[2026-01-07T20:36:02.507619] [DEBUG] [REMOTE    ] WOOD: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:02.508522] [DEBUG] [LOCAL     ] Loaded configuration for WOOD: 10 features, N/A% accuracy
[2026-01-07T20:36:02.508598] [INFO ] [LOCAL     ] WOOD: Loaded 10 optimal features with 55.00% confidence from JSON config
[2026-01-07T20:36:02.508632] [DEBUG] [MAG       ] Building data for symbol: WOOD with lookback: 0
[2026-01-07T20:36:02.509411] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2026-01-07T20:36:02.509477] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-07T20:36:02.511158] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-07T20:36:02.513677] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-07T20:36:02.528484] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:36:02.530310] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:36:02.530837] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-07T20:36:02.531876] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-07T20:36:02.533534] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-07T20:36:02.534567] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-07T20:36:02.535268] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-07T20:36:02.536764] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:02.609773] [DEBUG] [MAG       ] SQQQ: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:02.644647] [DEBUG] [MAG       ] CDC: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:02.663945] [DEBUG] [MAG       ] BXSL: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:02.716149] [INFO ] [LOCAL     ] CDC: Saved forecast.
[2026-01-07T20:36:02.716217] [INFO ] [main      ] CDC: Signal=1 (Conf=90.0%), Magnitude=-0.80% (Conf=46.1732%)
[2026-01-07T20:36:02.716558] [INFO ] [main      ] Fetching symbol history for PDBC...
[2026-01-07T20:36:02.716624] [DEBUG] [REMOTE    ] PDBC: Fetching historical data.
[2026-01-07T20:36:02.716659] [INFO ] [main      ] Progress: 256/391 forecasts completed (65.5%). CDC finished in 0.6s. ETA: 23.0s. Rate: 351.56 forecasts/min
[2026-01-07T20:36:02.728745] [DEBUG] [REMOTE    ] PDBC: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:02.729792] [DEBUG] [LOCAL     ] Loaded configuration for PDBC: 5 features, N/A% accuracy
[2026-01-07T20:36:02.729846] [INFO ] [LOCAL     ] PDBC: Loaded 5 optimal features with 57.57% confidence from JSON config
[2026-01-07T20:36:02.729877] [DEBUG] [MAG       ] Building data for symbol: PDBC with lookback: 0
[2026-01-07T20:36:02.730677] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-07T20:36:02.730767] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:36:02.735552] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:36:02.736555] [INFO ] [LOCAL     ] BXSL: Saved forecast.
[2026-01-07T20:36:02.736640] [INFO ] [main      ] BXSL: Signal=1 (Conf=90.0%), Magnitude=-2.14% (Conf=57.4301%)
[2026-01-07T20:36:02.737079] [INFO ] [main      ] Fetching symbol history for PAYO...
[2026-01-07T20:36:02.737130] [DEBUG] [REMOTE    ] PAYO: Fetching historical data.
[2026-01-07T20:36:02.737316] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:36:02.737653] [INFO ] [main      ] Progress: 257/391 forecasts completed (65.7%). BXSL finished in 0.7s. ETA: 22.8s. Rate: 352.76 forecasts/min
[2026-01-07T20:36:02.737804] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:36:02.738188] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-07T20:36:02.739127] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:02.748504] [DEBUG] [REMOTE    ] PAYO: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:02.749453] [DEBUG] [LOCAL     ] Loaded configuration for PAYO: 5 features, N/A% accuracy
[2026-01-07T20:36:02.749533] [INFO ] [LOCAL     ] PAYO: Loaded 5 optimal features with 67.12% confidence from JSON config
[2026-01-07T20:36:02.749591] [DEBUG] [MAG       ] Building data for symbol: PAYO with lookback: 0
[2026-01-07T20:36:02.750387] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-07T20:36:02.750448] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:36:02.752153] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:36:02.752682] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:36:02.753068] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-07T20:36:02.754407] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-07T20:36:02.755105] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:02.755905] [INFO ] [LOCAL     ] SQQQ: Saved forecast.
[2026-01-07T20:36:02.755995] [INFO ] [main      ] SQQQ: Signal=1 (Conf=90.0%), Magnitude=0.66% (Conf=51.4083%)
[2026-01-07T20:36:02.756464] [INFO ] [main      ] Fetching symbol history for MNY...
[2026-01-07T20:36:02.756523] [DEBUG] [REMOTE    ] MNY: Fetching historical data.
[2026-01-07T20:36:02.756655] [INFO ] [main      ] Progress: 258/391 forecasts completed (66.0%). SQQQ finished in 0.7s. ETA: 22.5s. Rate: 353.98 forecasts/min
[2026-01-07T20:36:02.767259] [DEBUG] [REMOTE    ] MNY: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:02.767936] [DEBUG] [LOCAL     ] Loaded configuration for MNY: 1 features, N/A% accuracy
[2026-01-07T20:36:02.767989] [INFO ] [LOCAL     ] MNY: Loaded 1 optimal features with 47.23% confidence from JSON config
[2026-01-07T20:36:02.768020] [DEBUG] [MAG       ] Building data for symbol: MNY with lookback: 0
[2026-01-07T20:36:02.768809] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-07T20:36:02.768867] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:36:02.773726] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:02.872126] [DEBUG] [MAG       ] WOOD: Last date is validated at 2026-01-07
[2026-01-07T20:36:03.039563] [DEBUG] [MAG       ] WOOD: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:03.077806] [DEBUG] [MAG       ] PDBC: Last date is validated at 2026-01-07
[2026-01-07T20:36:03.098423] [DEBUG] [MAG       ] PAYO: Last date is validated at 2026-01-07
[2026-01-07T20:36:03.126281] [DEBUG] [MAG       ] MNY: Last date is validated at 2026-01-07
[2026-01-07T20:36:03.235895] [INFO ] [LOCAL     ] WOOD: Saved forecast.
[2026-01-07T20:36:03.235963] [INFO ] [main      ] WOOD: Signal=1 (Conf=90.0%), Magnitude=-0.39% (Conf=54.9979%)
[2026-01-07T20:36:03.236283] [INFO ] [main      ] Fetching symbol history for UNMA...
[2026-01-07T20:36:03.236342] [DEBUG] [REMOTE    ] UNMA: Fetching historical data.
[2026-01-07T20:36:03.237329] [INFO ] [main      ] Progress: 259/391 forecasts completed (66.2%). WOOD finished in 0.7s. ETA: 22.5s. Rate: 351.49 forecasts/min
[2026-01-07T20:36:03.247906] [DEBUG] [REMOTE    ] UNMA: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:03.248889] [DEBUG] [LOCAL     ] Loaded configuration for UNMA: 6 features, N/A% accuracy
[2026-01-07T20:36:03.248947] [INFO ] [LOCAL     ] UNMA: Loaded 6 optimal features with 64.70% confidence from JSON config
[2026-01-07T20:36:03.248980] [DEBUG] [MAG       ] Building data for symbol: UNMA with lookback: 0
[2026-01-07T20:36:03.249835] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-07T20:36:03.249896] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:36:03.250316] [DEBUG] [MAG       ] PDBC: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:03.251561] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:36:03.252122] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:36:03.252510] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-07T20:36:03.253883] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-07T20:36:03.255875] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2026-01-07T20:36:03.258045] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:03.268254] [DEBUG] [MAG       ] PAYO: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:03.294780] [DEBUG] [MAG       ] MNY: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:03.307102] [INFO ] [LOCAL     ] PDBC: Saved forecast.
[2026-01-07T20:36:03.307170] [INFO ] [main      ] PDBC: Signal=1 (Conf=90.0%), Magnitude=-0.20% (Conf=57.5687%)
[2026-01-07T20:36:03.307509] [INFO ] [main      ] Progress: 260/391 forecasts completed (66.5%). PDBC finished in 0.6s. ETA: 22.3s. Rate: 352.29 forecasts/min
[2026-01-07T20:36:03.307666] [INFO ] [main      ] Fetching symbol history for GIS...
[2026-01-07T20:36:03.307712] [DEBUG] [REMOTE    ] GIS: Fetching historical data.
[2026-01-07T20:36:03.319452] [DEBUG] [REMOTE    ] GIS: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:03.320315] [DEBUG] [LOCAL     ] Loaded configuration for GIS: 0 features, N/A% accuracy
[2026-01-07T20:36:03.320365] [INFO ] [LOCAL     ] GIS: Loaded 0 optimal features with 54.47% confidence from JSON config
[2026-01-07T20:36:03.320396] [DEBUG] [MAG       ] Building data for symbol: GIS with lookback: 0
[2026-01-07T20:36:03.321198] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2026-01-07T20:36:03.331679] [INFO ] [LOCAL     ] PAYO: Saved forecast.
[2026-01-07T20:36:03.331747] [INFO ] [main      ] PAYO: Signal=1 (Conf=90.0%), Magnitude=2.54% (Conf=67.1164%)
[2026-01-07T20:36:03.335640] [INFO ] [main      ] Fetching symbol history for SWZ...
[2026-01-07T20:36:03.335649] [INFO ] [main      ] Progress: 261/391 forecasts completed (66.8%). PAYO finished in 0.6s. ETA: 22.1s. Rate: 353.42 forecasts/min
[2026-01-07T20:36:03.335699] [DEBUG] [REMOTE    ] SWZ: Fetching historical data.
[2026-01-07T20:36:03.346683] [DEBUG] [REMOTE    ] SWZ: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:03.347468] [INFO ] [LOCAL     ] MNY: Saved forecast.
[2026-01-07T20:36:03.347537] [INFO ] [main      ] MNY: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=47.227%)
[2026-01-07T20:36:03.347718] [INFO ] [main      ] Fetching symbol history for VTS...
[2026-01-07T20:36:03.347763] [DEBUG] [REMOTE    ] VTS: Fetching historical data.
[2026-01-07T20:36:03.348106] [INFO ] [main      ] Progress: 262/391 forecasts completed (67.0%). MNY finished in 0.6s. ETA: 21.8s. Rate: 354.67 forecasts/min
[2026-01-07T20:36:03.348434] [DEBUG] [LOCAL     ] Loaded configuration for SWZ: 13 features, N/A% accuracy
[2026-01-07T20:36:03.348494] [INFO ] [LOCAL     ] SWZ: Loaded 13 optimal features with 44.54% confidence from JSON config
[2026-01-07T20:36:03.348536] [DEBUG] [MAG       ] Building data for symbol: SWZ with lookback: 0
[2026-01-07T20:36:03.349351] [DEBUG] [FEATURES  ] DataBuilder: Executing 13 feature methods.
[2026-01-07T20:36:03.350023] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:36:03.355035] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:36:03.356905] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:36:03.357380] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:36:03.357788] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-07T20:36:03.358786] [DEBUG] [REMOTE    ] VTS: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:03.359542] [DEBUG] [LOCAL     ] Loaded configuration for VTS: 4 features, N/A% accuracy
[2026-01-07T20:36:03.359646] [INFO ] [LOCAL     ] VTS: Loaded 4 optimal features with 64.63% confidence from JSON config
[2026-01-07T20:36:03.359691] [DEBUG] [MAG       ] Building data for symbol: VTS with lookback: 0
[2026-01-07T20:36:03.360525] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-07T20:36:03.360603] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:36:03.365378] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:36:03.367184] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:36:03.367699] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:36:03.368087] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:03.376164] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-07T20:36:03.377266] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:36:03.377766] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-07T20:36:03.379428] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-07T20:36:03.380516] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-07T20:36:03.381263] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-07T20:36:03.382751] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-07T20:36:03.383990] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-07T20:36:03.386122] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:03.661787] [DEBUG] [MAG       ] GIS: Last date is validated at 2026-01-07
[2026-01-07T20:36:03.662837] [DEBUG] [MAG       ] UNMA: Last date is validated at 2026-01-07
[2026-01-07T20:36:03.710373] [DEBUG] [MAG       ] VTS: Last date is validated at 2026-01-07
[2026-01-07T20:36:03.726844] [DEBUG] [MAG       ] SWZ: Last date is validated at 2026-01-07
[2026-01-07T20:36:03.828759] [DEBUG] [MAG       ] UNMA: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:03.831953] [DEBUG] [MAG       ] GIS: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:03.878808] [DEBUG] [MAG       ] VTS: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:03.890269] [INFO ] [LOCAL     ] UNMA: Saved forecast.
[2026-01-07T20:36:03.890346] [INFO ] [main      ] UNMA: Signal=1 (Conf=90.0%), Magnitude=0.36% (Conf=64.7029%)
[2026-01-07T20:36:03.890864] [INFO ] [main      ] Fetching symbol history for S...
[2026-01-07T20:36:03.890912] [DEBUG] [REMOTE    ] S: Fetching historical data.
[2026-01-07T20:36:03.893663] [INFO ] [main      ] Progress: 263/391 forecasts completed (67.3%). UNMA finished in 0.7s. ETA: 21.8s. Rate: 351.70 forecasts/min
[2026-01-07T20:36:03.896811] [DEBUG] [MAG       ] SWZ: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:03.902594] [DEBUG] [REMOTE    ] S: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:03.903455] [DEBUG] [LOCAL     ] Loaded configuration for S: 6 features, N/A% accuracy
[2026-01-07T20:36:03.903506] [INFO ] [LOCAL     ] S: Loaded 6 optimal features with 63.38% confidence from JSON config
[2026-01-07T20:36:03.903549] [DEBUG] [MAG       ] Building data for symbol: S with lookback: 0
[2026-01-07T20:36:03.904358] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-07T20:36:03.904418] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:36:03.909177] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:36:03.910995] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:36:03.911475] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:36:03.911966] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:36:03.912358] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-07T20:36:03.913114] [INFO ] [LOCAL     ] GIS: Saved forecast.
[2026-01-07T20:36:03.913181] [INFO ] [main      ] GIS: Signal=1 (Conf=90.0%), Magnitude=2.34% (Conf=54.4664%)
[2026-01-07T20:36:03.913358] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:03.913536] [INFO ] [main      ] Progress: 264/391 forecasts completed (67.5%). GIS finished in 0.6s. ETA: 21.6s. Rate: 352.88 forecasts/min
[2026-01-07T20:36:03.913683] [INFO ] [main      ] Fetching symbol history for WTI...
[2026-01-07T20:36:03.913726] [DEBUG] [REMOTE    ] WTI: Fetching historical data.
[2026-01-07T20:36:03.926236] [DEBUG] [REMOTE    ] WTI: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:03.927191] [DEBUG] [LOCAL     ] Loaded configuration for WTI: 4 features, N/A% accuracy
[2026-01-07T20:36:03.927282] [INFO ] [LOCAL     ] WTI: Loaded 4 optimal features with 60.56% confidence from JSON config
[2026-01-07T20:36:03.927314] [DEBUG] [MAG       ] Building data for symbol: WTI with lookback: 0
[2026-01-07T20:36:03.928676] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-07T20:36:03.928738] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-07T20:36:03.931860] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-07T20:36:03.932931] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-07T20:36:03.935643] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-07T20:36:03.937299] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:03.952078] [INFO ] [LOCAL     ] VTS: Saved forecast.
[2026-01-07T20:36:03.952150] [INFO ] [main      ] VTS: Signal=1 (Conf=90.0%), Magnitude=0.28% (Conf=64.626%)
[2026-01-07T20:36:03.952319] [INFO ] [main      ] Fetching symbol history for ZBH...
[2026-01-07T20:36:03.952363] [DEBUG] [REMOTE    ] ZBH: Fetching historical data.
[2026-01-07T20:36:03.952900] [INFO ] [main      ] Progress: 265/391 forecasts completed (67.8%). VTS finished in 0.6s. ETA: 21.4s. Rate: 353.90 forecasts/min
[2026-01-07T20:36:03.963841] [DEBUG] [REMOTE    ] ZBH: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:03.964737] [DEBUG] [LOCAL     ] Loaded configuration for ZBH: 7 features, N/A% accuracy
[2026-01-07T20:36:03.964790] [INFO ] [LOCAL     ] ZBH: Loaded 7 optimal features with 50.26% confidence from JSON config
[2026-01-07T20:36:03.964824] [DEBUG] [MAG       ] Building data for symbol: ZBH with lookback: 0
[2026-01-07T20:36:03.965670] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-07T20:36:03.965733] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:36:03.967446] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:36:03.968001] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:36:03.968465] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:36:03.968892] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-07T20:36:04.042787] [INFO ] [LOCAL     ] SWZ: Saved forecast.
[2026-01-07T20:36:04.042856] [INFO ] [main      ] SWZ: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=44.5386%)
[2026-01-07T20:36:04.043205] [INFO ] [main      ] Fetching symbol history for CBUS...
[2026-01-07T20:36:04.043265] [DEBUG] [REMOTE    ] CBUS: Fetching historical data.
[2026-01-07T20:36:04.043658] [INFO ] [main      ] Progress: 266/391 forecasts completed (68.0%). SWZ finished in 0.7s. ETA: 21.2s. Rate: 354.52 forecasts/min
[2026-01-07T20:36:04.055412] [DEBUG] [REMOTE    ] CBUS: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:04.056664] [DEBUG] [LOCAL     ] Loaded configuration for CBUS: 9 features, N/A% accuracy
[2026-01-07T20:36:04.056722] [INFO ] [LOCAL     ] CBUS: Loaded 9 optimal features with 60.51% confidence from JSON config
[2026-01-07T20:36:04.056755] [DEBUG] [MAG       ] Building data for symbol: CBUS with lookback: 0
[2026-01-07T20:36:04.057619] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-07T20:36:04.057700] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:36:04.062896] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:36:04.064702] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:36:04.065185] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:36:04.065594] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-07T20:36:04.067908] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-07T20:36:04.069559] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-07T20:36:04.071341] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-07T20:36:04.075393] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-07T20:36:04.076704] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:04.084254] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-07T20:36:04.085492] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2026-01-07T20:36:04.087146] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:04.251024] [DEBUG] [MAG       ] S: Last date is validated at 2026-01-07
[2026-01-07T20:36:04.283330] [DEBUG] [MAG       ] WTI: Last date is validated at 2026-01-07
[2026-01-07T20:36:04.416640] [DEBUG] [MAG       ] CBUS: Last date is validated at 2026-01-07
[2026-01-07T20:36:04.416699] [DEBUG] [MAG       ] S: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:04.451901] [DEBUG] [MAG       ] WTI: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:04.492627] [INFO ] [LOCAL     ] S: Saved forecast.
[2026-01-07T20:36:04.492698] [INFO ] [main      ] S: Signal=1 (Conf=90.0%), Magnitude=6.07% (Conf=63.3835%)
[2026-01-07T20:36:04.493138] [INFO ] [main      ] Fetching symbol history for DNTH...
[2026-01-07T20:36:04.493191] [DEBUG] [REMOTE    ] DNTH: Fetching historical data.
[2026-01-07T20:36:04.493187] [INFO ] [main      ] Progress: 267/391 forecasts completed (68.3%). S finished in 0.6s. ETA: 21.1s. Rate: 352.34 forecasts/min
[2026-01-07T20:36:04.494452] [DEBUG] [MAG       ] ZBH: Last date is validated at 2026-01-07
[2026-01-07T20:36:04.505284] [DEBUG] [REMOTE    ] DNTH: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:04.506176] [DEBUG] [LOCAL     ] Loaded configuration for DNTH: 3 features, N/A% accuracy
[2026-01-07T20:36:04.506235] [INFO ] [LOCAL     ] DNTH: Loaded 3 optimal features with 51.30% confidence from JSON config
[2026-01-07T20:36:04.506267] [DEBUG] [MAG       ] Building data for symbol: DNTH with lookback: 0
[2026-01-07T20:36:04.507074] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-07T20:36:04.507136] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-07T20:36:04.507869] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-07T20:36:04.508735] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-07T20:36:04.510687] [INFO ] [LOCAL     ] WTI: Saved forecast.
[2026-01-07T20:36:04.510763] [INFO ] [main      ] WTI: Signal=1 (Conf=90.0%), Magnitude=-1.16% (Conf=60.56%)
[2026-01-07T20:36:04.511084] [INFO ] [main      ] Fetching symbol history for EZGO...
[2026-01-07T20:36:04.511133] [DEBUG] [REMOTE    ] EZGO: Fetching historical data.
[2026-01-07T20:36:04.512038] [INFO ] [main      ] Progress: 268/391 forecasts completed (68.5%). WTI finished in 0.6s. ETA: 20.9s. Rate: 353.51 forecasts/min
[2026-01-07T20:36:04.523395] [DEBUG] [REMOTE    ] EZGO: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:04.523839] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:04.524481] [DEBUG] [LOCAL     ] Loaded configuration for EZGO: 8 features, N/A% accuracy
[2026-01-07T20:36:04.524534] [INFO ] [LOCAL     ] EZGO: Loaded 8 optimal features with 60.79% confidence from JSON config
[2026-01-07T20:36:04.524565] [DEBUG] [MAG       ] Building data for symbol: EZGO with lookback: 0
[2026-01-07T20:36:04.525408] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-07T20:36:04.525472] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:36:04.527160] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:36:04.527692] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:36:04.528078] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-07T20:36:04.528977] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-07T20:36:04.531464] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-07T20:36:04.532462] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-07T20:36:04.533630] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-07T20:36:04.534767] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:04.594838] [DEBUG] [MAG       ] CBUS: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:04.659628] [INFO ] [LOCAL     ] CBUS: Saved forecast.
[2026-01-07T20:36:04.659700] [INFO ] [main      ] CBUS: Signal=1 (Conf=90.0%), Magnitude=14.77% (Conf=60.5144%)
[2026-01-07T20:36:04.660080] [INFO ] [main      ] Fetching symbol history for MOD...
[2026-01-07T20:36:04.660131] [DEBUG] [REMOTE    ] MOD: Fetching historical data.
[2026-01-07T20:36:04.660666] [INFO ] [main      ] Progress: 269/391 forecasts completed (68.8%). CBUS finished in 0.6s. ETA: 20.7s. Rate: 353.67 forecasts/min
[2026-01-07T20:36:04.660772] [DEBUG] [MAG       ] ZBH: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:04.674001] [DEBUG] [REMOTE    ] MOD: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:04.675156] [DEBUG] [LOCAL     ] Loaded configuration for MOD: 2 features, N/A% accuracy
[2026-01-07T20:36:04.675209] [INFO ] [LOCAL     ] MOD: Loaded 2 optimal features with 41.40% confidence from JSON config
[2026-01-07T20:36:04.675240] [DEBUG] [MAG       ] Building data for symbol: MOD with lookback: 0
[2026-01-07T20:36:04.676056] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-07T20:36:04.676115] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:36:04.681136] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-07T20:36:04.682116] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:04.768490] [INFO ] [LOCAL     ] ZBH: Saved forecast.
[2026-01-07T20:36:04.768565] [INFO ] [main      ] ZBH: Signal=1 (Conf=90.0%), Magnitude=-2.65% (Conf=50.2566%)
[2026-01-07T20:36:04.768983] [INFO ] [main      ] Fetching symbol history for TSLS...
[2026-01-07T20:36:04.769034] [DEBUG] [REMOTE    ] TSLS: Fetching historical data.
[2026-01-07T20:36:04.770665] [INFO ] [main      ] Progress: 270/391 forecasts completed (69.1%). ZBH finished in 0.8s. ETA: 20.5s. Rate: 354.13 forecasts/min
[2026-01-07T20:36:04.781182] [DEBUG] [REMOTE    ] TSLS: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:04.782331] [DEBUG] [LOCAL     ] Loaded configuration for TSLS: 6 features, N/A% accuracy
[2026-01-07T20:36:04.782394] [INFO ] [LOCAL     ] TSLS: Loaded 6 optimal features with 53.59% confidence from JSON config
[2026-01-07T20:36:04.782426] [DEBUG] [MAG       ] Building data for symbol: TSLS with lookback: 0
[2026-01-07T20:36:04.783437] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-07T20:36:04.783500] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:36:04.788645] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:36:04.790456] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:36:04.790957] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:36:04.791355] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-07T20:36:04.793750] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-07T20:36:04.835114] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:04.866265] [DEBUG] [MAG       ] DNTH: Last date is validated at 2026-01-07
[2026-01-07T20:36:04.883206] [DEBUG] [MAG       ] EZGO: Last date is validated at 2026-01-07
[2026-01-07T20:36:05.018381] [DEBUG] [MAG       ] MOD: Last date is validated at 2026-01-07
[2026-01-07T20:36:05.032501] [DEBUG] [MAG       ] DNTH: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:05.047766] [DEBUG] [MAG       ] EZGO: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:05.119385] [INFO ] [LOCAL     ] DNTH: Saved forecast.
[2026-01-07T20:36:05.119455] [INFO ] [main      ] DNTH: Signal=1 (Conf=90.0%), Magnitude=7.04% (Conf=51.2955%)
[2026-01-07T20:36:05.119670] [INFO ] [main      ] Fetching symbol history for MSTX...
[2026-01-07T20:36:05.119718] [DEBUG] [REMOTE    ] MSTX: Fetching historical data.
[2026-01-07T20:36:05.120900] [INFO ] [main      ] Progress: 271/391 forecasts completed (69.3%). DNTH finished in 0.6s. ETA: 20.4s. Rate: 352.75 forecasts/min
[2026-01-07T20:36:05.128117] [INFO ] [LOCAL     ] EZGO: Saved forecast.
[2026-01-07T20:36:05.128186] [INFO ] [main      ] EZGO: Signal=1 (Conf=90.0%), Magnitude=17.61% (Conf=60.7904%)
[2026-01-07T20:36:05.128349] [INFO ] [main      ] Fetching symbol history for SNN...
[2026-01-07T20:36:05.128392] [DEBUG] [REMOTE    ] SNN: Fetching historical data.
[2026-01-07T20:36:05.129193] [INFO ] [main      ] Progress: 272/391 forecasts completed (69.6%). EZGO finished in 0.6s. ETA: 20.2s. Rate: 353.98 forecasts/min
[2026-01-07T20:36:05.132116] [DEBUG] [REMOTE    ] MSTX: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:05.133193] [DEBUG] [LOCAL     ] Loaded configuration for MSTX: 3 features, N/A% accuracy
[2026-01-07T20:36:05.133245] [INFO ] [LOCAL     ] MSTX: Loaded 3 optimal features with 51.62% confidence from JSON config
[2026-01-07T20:36:05.133284] [DEBUG] [MAG       ] Building data for symbol: MSTX with lookback: 0
[2026-01-07T20:36:05.134099] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-07T20:36:05.134159] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:36:05.139306] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-07T20:36:05.140755] [DEBUG] [REMOTE    ] SNN: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:05.141819] [DEBUG] [LOCAL     ] Loaded configuration for SNN: 7 features, N/A% accuracy
[2026-01-07T20:36:05.141872] [INFO ] [LOCAL     ] SNN: Loaded 7 optimal features with 38.70% confidence from JSON config
[2026-01-07T20:36:05.141902] [DEBUG] [MAG       ] Building data for symbol: SNN with lookback: 0
[2026-01-07T20:36:05.142904] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-07T20:36:05.142965] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:36:05.147766] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-07T20:36:05.175833] [DEBUG] [MAG       ] TSLS: Last date is validated at 2026-01-07
[2026-01-07T20:36:05.186513] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-07T20:36:05.186766] [DEBUG] [MAG       ] MOD: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:05.187549] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-07T20:36:05.188210] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-07T20:36:05.190059] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-07T20:36:05.192131] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-07T20:36:05.192864] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:05.247483] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-07T20:36:05.248620] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:05.309599] [INFO ] [LOCAL     ] MOD: Saved forecast.
[2026-01-07T20:36:05.309670] [INFO ] [main      ] MOD: Signal=1 (Conf=90.0%), Magnitude=-1.76% (Conf=41.4009%)
[2026-01-07T20:36:05.310028] [INFO ] [main      ] Fetching symbol history for DHX...
[2026-01-07T20:36:05.310078] [DEBUG] [REMOTE    ] DHX: Fetching historical data.
[2026-01-07T20:36:05.310672] [INFO ] [main      ] Progress: 273/391 forecasts completed (69.8%). MOD finished in 0.6s. ETA: 20.0s. Rate: 353.89 forecasts/min
[2026-01-07T20:36:05.321678] [DEBUG] [REMOTE    ] DHX: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:05.322630] [DEBUG] [LOCAL     ] Loaded configuration for DHX: 6 features, N/A% accuracy
[2026-01-07T20:36:05.322684] [INFO ] [LOCAL     ] DHX: Loaded 6 optimal features with 44.36% confidence from JSON config
[2026-01-07T20:36:05.322719] [DEBUG] [MAG       ] Building data for symbol: DHX with lookback: 0
[2026-01-07T20:36:05.323498] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-07T20:36:05.323562] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:36:05.325277] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:36:05.325806] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-07T20:36:05.328851] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-07T20:36:05.331686] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-07T20:36:05.342368] [DEBUG] [MAG       ] TSLS: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:05.350206] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2026-01-07T20:36:05.353280] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:05.416321] [INFO ] [LOCAL     ] TSLS: Saved forecast.
[2026-01-07T20:36:05.416393] [INFO ] [main      ] TSLS: Signal=1 (Conf=90.0%), Magnitude=1.86% (Conf=53.5905%)
[2026-01-07T20:36:05.416564] [INFO ] [main      ] Fetching symbol history for AIG...
[2026-01-07T20:36:05.416626] [DEBUG] [REMOTE    ] AIG: Fetching historical data.
[2026-01-07T20:36:05.417668] [INFO ] [main      ] Progress: 274/391 forecasts completed (70.1%). TSLS finished in 0.6s. ETA: 19.8s. Rate: 354.37 forecasts/min
[2026-01-07T20:36:05.427366] [DEBUG] [REMOTE    ] AIG: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:05.428394] [DEBUG] [LOCAL     ] Loaded configuration for AIG: 10 features, N/A% accuracy
[2026-01-07T20:36:05.428445] [INFO ] [LOCAL     ] AIG: Loaded 10 optimal features with 58.64% confidence from JSON config
[2026-01-07T20:36:05.428477] [DEBUG] [MAG       ] Building data for symbol: AIG with lookback: 0
[2026-01-07T20:36:05.429283] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2026-01-07T20:36:05.429348] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-07T20:36:05.431740] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-07T20:36:05.432731] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-07T20:36:05.512728] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-07T20:36:05.517556] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-07T20:36:05.519125] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2026-01-07T20:36:05.521251] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:36:05.523199] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:36:05.523725] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-07T20:36:05.524901] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-07T20:36:05.526943] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:05.541468] [DEBUG] [MAG       ] SNN: Last date is validated at 2026-01-07
[2026-01-07T20:36:05.586789] [DEBUG] [MAG       ] MSTX: Last date is validated at 2026-01-07
[2026-01-07T20:36:05.696952] [DEBUG] [MAG       ] DHX: Last date is validated at 2026-01-07
[2026-01-07T20:36:05.716125] [DEBUG] [MAG       ] SNN: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:05.760423] [DEBUG] [MAG       ] MSTX: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:05.806789] [INFO ] [LOCAL     ] SNN: Saved forecast.
[2026-01-07T20:36:05.806864] [INFO ] [main      ] SNN: Signal=1 (Conf=90.0%), Magnitude=0.22% (Conf=38.7013%)
[2026-01-07T20:36:05.807206] [INFO ] [main      ] Progress: 275/391 forecasts completed (70.3%). SNN finished in 0.7s. ETA: 19.7s. Rate: 352.70 forecasts/min
[2026-01-07T20:36:05.807333] [INFO ] [main      ] Fetching symbol history for PSCE...
[2026-01-07T20:36:05.807374] [DEBUG] [REMOTE    ] PSCE: Fetching historical data.
[2026-01-07T20:36:05.818817] [DEBUG] [REMOTE    ] PSCE: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:05.819747] [DEBUG] [LOCAL     ] Loaded configuration for PSCE: 4 features, N/A% accuracy
[2026-01-07T20:36:05.819800] [INFO ] [LOCAL     ] PSCE: Loaded 4 optimal features with 59.13% confidence from JSON config
[2026-01-07T20:36:05.819831] [DEBUG] [MAG       ] Building data for symbol: PSCE with lookback: 0
[2026-01-07T20:36:05.820836] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-07T20:36:05.820894] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:36:05.823035] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:36:05.823527] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:36:05.823929] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-07T20:36:05.825167] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:05.866235] [DEBUG] [MAG       ] DHX: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:05.867563] [DEBUG] [MAG       ] AIG: Last date is validated at 2026-01-07
[2026-01-07T20:36:05.911412] [INFO ] [LOCAL     ] MSTX: Saved forecast.
[2026-01-07T20:36:05.911486] [INFO ] [main      ] MSTX: Signal=1 (Conf=90.0%), Magnitude=-3.32% (Conf=51.6204%)
[2026-01-07T20:36:05.911925] [INFO ] [main      ] Fetching symbol history for NNI...
[2026-01-07T20:36:05.911990] [DEBUG] [REMOTE    ] NNI: Fetching historical data.
[2026-01-07T20:36:05.912649] [INFO ] [main      ] Progress: 276/391 forecasts completed (70.6%). MSTX finished in 0.8s. ETA: 19.5s. Rate: 353.19 forecasts/min
[2026-01-07T20:36:05.924273] [DEBUG] [REMOTE    ] NNI: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:05.925248] [DEBUG] [LOCAL     ] Loaded configuration for NNI: 7 features, N/A% accuracy
[2026-01-07T20:36:05.925312] [INFO ] [LOCAL     ] NNI: Loaded 7 optimal features with 59.32% confidence from JSON config
[2026-01-07T20:36:05.925345] [DEBUG] [MAG       ] Building data for symbol: NNI with lookback: 0
[2026-01-07T20:36:05.926245] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-07T20:36:05.926310] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:36:05.931707] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:36:05.932208] [INFO ] [LOCAL     ] DHX: Saved forecast.
[2026-01-07T20:36:05.933798] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:36:05.934325] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:36:05.932275] [INFO ] [main      ] DHX: Signal=1 (Conf=90.0%), Magnitude=-3.23% (Conf=44.3582%)
[2026-01-07T20:36:05.934612] [INFO ] [main      ] Fetching symbol history for MEI...
[2026-01-07T20:36:05.934660] [DEBUG] [REMOTE    ] MEI: Fetching historical data.
[2026-01-07T20:36:05.934833] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:36:05.935290] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-07T20:36:05.936735] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-07T20:36:05.937429] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:05.937615] [INFO ] [main      ] Progress: 277/391 forecasts completed (70.8%). DHX finished in 0.6s. ETA: 19.3s. Rate: 354.28 forecasts/min
[2026-01-07T20:36:05.948555] [DEBUG] [REMOTE    ] MEI: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:05.950202] [DEBUG] [LOCAL     ] Loaded configuration for MEI: 5 features, N/A% accuracy
[2026-01-07T20:36:05.950260] [INFO ] [LOCAL     ] MEI: Loaded 5 optimal features with 64.79% confidence from JSON config
[2026-01-07T20:36:05.950294] [DEBUG] [MAG       ] Building data for symbol: MEI with lookback: 0
[2026-01-07T20:36:05.951090] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-07T20:36:05.951151] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-07T20:36:05.953111] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:36:05.954917] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:36:05.955387] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-07T20:36:05.956448] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-07T20:36:05.958435] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:06.033670] [DEBUG] [MAG       ] AIG: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:06.135281] [INFO ] [LOCAL     ] AIG: Saved forecast.
[2026-01-07T20:36:06.135359] [INFO ] [main      ] AIG: Signal=1 (Conf=90.0%), Magnitude=-0.15% (Conf=58.6358%)
[2026-01-07T20:36:06.135770] [INFO ] [main      ] Fetching symbol history for NMRA...
[2026-01-07T20:36:06.135822] [DEBUG] [REMOTE    ] NMRA: Fetching historical data.
[2026-01-07T20:36:06.136680] [INFO ] [main      ] Progress: 278/391 forecasts completed (71.1%). AIG finished in 0.7s. ETA: 19.1s. Rate: 354.05 forecasts/min
[2026-01-07T20:36:06.146606] [DEBUG] [REMOTE    ] NMRA: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:06.147496] [DEBUG] [LOCAL     ] Loaded configuration for NMRA: 5 features, N/A% accuracy
[2026-01-07T20:36:06.147547] [INFO ] [LOCAL     ] NMRA: Loaded 5 optimal features with 49.76% confidence from JSON config
[2026-01-07T20:36:06.147602] [DEBUG] [MAG       ] Building data for symbol: NMRA with lookback: 0
[2026-01-07T20:36:06.148385] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-07T20:36:06.148445] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:36:06.150149] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:36:06.150668] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-07T20:36:06.177696] [DEBUG] [MAG       ] PSCE: Last date is validated at 2026-01-07
[2026-01-07T20:36:06.228531] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-07T20:36:06.230506] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-07T20:36:06.232213] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:06.300946] [DEBUG] [MAG       ] MEI: Last date is validated at 2026-01-07
[2026-01-07T20:36:06.304716] [DEBUG] [MAG       ] NNI: Last date is validated at 2026-01-07
[2026-01-07T20:36:06.342177] [DEBUG] [MAG       ] PSCE: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:06.422657] [INFO ] [LOCAL     ] PSCE: Saved forecast.
[2026-01-07T20:36:06.422726] [INFO ] [main      ] PSCE: Signal=1 (Conf=90.0%), Magnitude=1.55% (Conf=59.1306%)
[2026-01-07T20:36:06.422919] [INFO ] [main      ] Fetching symbol history for QMCO...
[2026-01-07T20:36:06.422963] [DEBUG] [REMOTE    ] QMCO: Fetching historical data.
[2026-01-07T20:36:06.423997] [INFO ] [main      ] Progress: 279/391 forecasts completed (71.4%). PSCE finished in 0.6s. ETA: 19.0s. Rate: 353.17 forecasts/min
[2026-01-07T20:36:06.435487] [DEBUG] [REMOTE    ] QMCO: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:06.436283] [DEBUG] [LOCAL     ] Loaded configuration for QMCO: 7 features, N/A% accuracy
[2026-01-07T20:36:06.436333] [INFO ] [LOCAL     ] QMCO: Loaded 7 optimal features with 46.15% confidence from JSON config
[2026-01-07T20:36:06.436364] [DEBUG] [MAG       ] Building data for symbol: QMCO with lookback: 0
[2026-01-07T20:36:06.437144] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-07T20:36:06.437207] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:36:06.441988] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:36:06.443751] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:36:06.444209] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:36:06.444934] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-07T20:36:06.472053] [DEBUG] [MAG       ] MEI: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:06.483732] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-07T20:36:06.487852] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-07T20:36:06.488780] [DEBUG] [MAG       ] NNI: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:06.489468] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:06.547932] [INFO ] [LOCAL     ] MEI: Saved forecast.
[2026-01-07T20:36:06.548004] [INFO ] [main      ] MEI: Signal=1 (Conf=90.0%), Magnitude=1.84% (Conf=64.7936%)
[2026-01-07T20:36:06.548364] [INFO ] [main      ] Fetching symbol history for TDF...
[2026-01-07T20:36:06.548415] [DEBUG] [REMOTE    ] TDF: Fetching historical data.
[2026-01-07T20:36:06.548649] [INFO ] [main      ] Progress: 280/391 forecasts completed (71.6%). MEI finished in 0.6s. ETA: 18.8s. Rate: 353.51 forecasts/min
[2026-01-07T20:36:06.559801] [DEBUG] [REMOTE    ] TDF: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:06.560815] [DEBUG] [LOCAL     ] Loaded configuration for TDF: 6 features, N/A% accuracy
[2026-01-07T20:36:06.560868] [INFO ] [LOCAL     ] TDF: Loaded 6 optimal features with 67.98% confidence from JSON config
[2026-01-07T20:36:06.560901] [DEBUG] [MAG       ] Building data for symbol: TDF with lookback: 0
[2026-01-07T20:36:06.561706] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-07T20:36:06.561767] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:36:06.566493] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:36:06.568277] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:36:06.568772] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:36:06.569154] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-07T20:36:06.573245] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-07T20:36:06.573529] [DEBUG] [MAG       ] NMRA: Last date is validated at 2026-01-07
[2026-01-07T20:36:06.575528] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:06.599639] [INFO ] [LOCAL     ] NNI: Saved forecast.
[2026-01-07T20:36:06.599754] [INFO ] [main      ] NNI: Signal=1 (Conf=90.0%), Magnitude=-3.17% (Conf=59.3173%)
[2026-01-07T20:36:06.600200] [INFO ] [main      ] Fetching symbol history for FBIN...
[2026-01-07T20:36:06.600263] [DEBUG] [REMOTE    ] FBIN: Fetching historical data.
[2026-01-07T20:36:06.600616] [INFO ] [main      ] Progress: 281/391 forecasts completed (71.9%). NNI finished in 0.7s. ETA: 18.6s. Rate: 354.39 forecasts/min
[2026-01-07T20:36:06.612954] [DEBUG] [REMOTE    ] FBIN: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:06.613936] [DEBUG] [LOCAL     ] Loaded configuration for FBIN: 4 features, N/A% accuracy
[2026-01-07T20:36:06.613993] [INFO ] [LOCAL     ] FBIN: Loaded 4 optimal features with 58.57% confidence from JSON config
[2026-01-07T20:36:06.614026] [DEBUG] [MAG       ] Building data for symbol: FBIN with lookback: 0
[2026-01-07T20:36:06.614863] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-07T20:36:06.614925] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:36:06.616731] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:36:06.617264] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:36:06.617704] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-07T20:36:06.618839] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:06.738191] [DEBUG] [MAG       ] NMRA: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:06.815175] [INFO ] [LOCAL     ] NMRA: Saved forecast.
[2026-01-07T20:36:06.815246] [INFO ] [main      ] NMRA: Signal=1 (Conf=90.0%), Magnitude=36.85% (Conf=49.7621%)
[2026-01-07T20:36:06.815407] [INFO ] [main      ] Fetching symbol history for BOTZ...
[2026-01-07T20:36:06.815450] [DEBUG] [REMOTE    ] BOTZ: Fetching historical data.
[2026-01-07T20:36:06.816635] [INFO ] [main      ] Progress: 282/391 forecasts completed (72.1%). NMRA finished in 0.7s. ETA: 18.5s. Rate: 354.04 forecasts/min
[2026-01-07T20:36:06.822830] [DEBUG] [MAG       ] QMCO: Last date is validated at 2026-01-07
[2026-01-07T20:36:06.825952] [DEBUG] [REMOTE    ] BOTZ: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:06.827099] [DEBUG] [LOCAL     ] Loaded configuration for BOTZ: 4 features, N/A% accuracy
[2026-01-07T20:36:06.827152] [INFO ] [LOCAL     ] BOTZ: Loaded 4 optimal features with 66.69% confidence from JSON config
[2026-01-07T20:36:06.827186] [DEBUG] [MAG       ] Building data for symbol: BOTZ with lookback: 0
[2026-01-07T20:36:06.827990] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-07T20:36:06.828049] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:36:06.829741] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:36:06.830248] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:36:06.830656] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2026-01-07T20:36:06.832019] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:06.919022] [DEBUG] [MAG       ] TDF: Last date is validated at 2026-01-07
[2026-01-07T20:36:06.965944] [DEBUG] [MAG       ] FBIN: Last date is validated at 2026-01-07
[2026-01-07T20:36:06.987708] [DEBUG] [MAG       ] QMCO: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:07.089957] [DEBUG] [MAG       ] TDF: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:07.113670] [INFO ] [LOCAL     ] QMCO: Saved forecast.
[2026-01-07T20:36:07.113751] [INFO ] [main      ] QMCO: Signal=1 (Conf=90.0%), Magnitude=-0.32% (Conf=46.1498%)
[2026-01-07T20:36:07.114095] [INFO ] [main      ] Progress: 283/391 forecasts completed (72.4%). QMCO finished in 0.7s. ETA: 18.4s. Rate: 353.10 forecasts/min
[2026-01-07T20:36:07.114219] [INFO ] [main      ] Fetching symbol history for JCI...
[2026-01-07T20:36:07.114261] [DEBUG] [REMOTE    ] JCI: Fetching historical data.
[2026-01-07T20:36:07.126111] [DEBUG] [REMOTE    ] JCI: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:07.126963] [DEBUG] [LOCAL     ] Loaded configuration for JCI: 6 features, N/A% accuracy
[2026-01-07T20:36:07.127030] [INFO ] [LOCAL     ] JCI: Loaded 6 optimal features with 57.44% confidence from JSON config
[2026-01-07T20:36:07.127063] [DEBUG] [MAG       ] Building data for symbol: JCI with lookback: 0
[2026-01-07T20:36:07.127853] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-07T20:36:07.127914] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:36:07.133293] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:36:07.135030] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:36:07.135489] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-07T20:36:07.137833] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-07T20:36:07.144952] [DEBUG] [MAG       ] FBIN: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:07.153317] [INFO ] [LOCAL     ] TDF: Saved forecast.
[2026-01-07T20:36:07.153384] [INFO ] [main      ] TDF: Signal=1 (Conf=90.0%), Magnitude=-0.37% (Conf=67.98%)
[2026-01-07T20:36:07.153891] [INFO ] [main      ] Fetching symbol history for MMLP...
[2026-01-07T20:36:07.153948] [DEBUG] [REMOTE    ] MMLP: Fetching historical data.
[2026-01-07T20:36:07.154653] [INFO ] [main      ] Progress: 284/391 forecasts completed (72.6%). TDF finished in 0.6s. ETA: 18.1s. Rate: 354.05 forecasts/min
[2026-01-07T20:36:07.167648] [DEBUG] [REMOTE    ] MMLP: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:07.169623] [DEBUG] [LOCAL     ] Loaded configuration for MMLP: 2 features, N/A% accuracy
[2026-01-07T20:36:07.169710] [INFO ] [LOCAL     ] MMLP: Loaded 2 optimal features with 52.79% confidence from JSON config
[2026-01-07T20:36:07.169759] [DEBUG] [MAG       ] Building data for symbol: MMLP with lookback: 0
[2026-01-07T20:36:07.170794] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-07T20:36:07.170857] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-07T20:36:07.171847] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-07T20:36:07.173230] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:07.173684] [DEBUG] [MAG       ] BOTZ: Last date is validated at 2026-01-07
[2026-01-07T20:36:07.177255] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-07T20:36:07.178842] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:07.245197] [INFO ] [LOCAL     ] FBIN: Saved forecast.
[2026-01-07T20:36:07.245267] [INFO ] [main      ] FBIN: Signal=1 (Conf=90.0%), Magnitude=-1.70% (Conf=58.5696%)
[2026-01-07T20:36:07.245453] [INFO ] [main      ] Fetching symbol history for APLE...
[2026-01-07T20:36:07.245514] [DEBUG] [REMOTE    ] APLE: Fetching historical data.
[2026-01-07T20:36:07.246660] [INFO ] [main      ] Progress: 285/391 forecasts completed (72.9%). FBIN finished in 0.6s. ETA: 17.9s. Rate: 354.61 forecasts/min
[2026-01-07T20:36:07.258567] [DEBUG] [REMOTE    ] APLE: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:07.259341] [DEBUG] [LOCAL     ] Loaded configuration for APLE: 6 features, N/A% accuracy
[2026-01-07T20:36:07.259395] [INFO ] [LOCAL     ] APLE: Loaded 6 optimal features with 45.07% confidence from JSON config
[2026-01-07T20:36:07.259428] [DEBUG] [MAG       ] Building data for symbol: APLE with lookback: 0
[2026-01-07T20:36:07.260278] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-07T20:36:07.260341] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:36:07.262240] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:36:07.262843] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:36:07.263330] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:36:07.263814] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-07T20:36:07.264693] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-07T20:36:07.268990] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:07.342818] [DEBUG] [MAG       ] BOTZ: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:07.419195] [INFO ] [LOCAL     ] BOTZ: Saved forecast.
[2026-01-07T20:36:07.419266] [INFO ] [main      ] BOTZ: Signal=1 (Conf=90.0%), Magnitude=-0.52% (Conf=66.6938%)
[2026-01-07T20:36:07.419433] [INFO ] [main      ] Fetching symbol history for ADC...
[2026-01-07T20:36:07.419476] [DEBUG] [REMOTE    ] ADC: Fetching historical data.
[2026-01-07T20:36:07.422648] [INFO ] [main      ] Progress: 286/391 forecasts completed (73.1%). BOTZ finished in 0.6s. ETA: 17.8s. Rate: 354.57 forecasts/min
[2026-01-07T20:36:07.430957] [DEBUG] [REMOTE    ] ADC: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:07.432606] [DEBUG] [LOCAL     ] Loaded configuration for ADC: 7 features, N/A% accuracy
[2026-01-07T20:36:07.432662] [INFO ] [LOCAL     ] ADC: Loaded 7 optimal features with 61.44% confidence from JSON config
[2026-01-07T20:36:07.432693] [DEBUG] [MAG       ] Building data for symbol: ADC with lookback: 0
[2026-01-07T20:36:07.433495] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-07T20:36:07.433560] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:36:07.438655] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:36:07.440667] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:36:07.441154] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:36:07.441548] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-07T20:36:07.443919] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-07T20:36:07.517279] [DEBUG] [MAG       ] JCI: Last date is validated at 2026-01-07
[2026-01-07T20:36:07.526338] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-07T20:36:07.528002] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:07.530565] [DEBUG] [MAG       ] MMLP: Last date is validated at 2026-01-07
[2026-01-07T20:36:07.619330] [DEBUG] [MAG       ] APLE: Last date is validated at 2026-01-07
[2026-01-07T20:36:07.683657] [DEBUG] [MAG       ] JCI: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:07.724161] [DEBUG] [MAG       ] MMLP: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:07.786744] [INFO ] [LOCAL     ] MMLP: Saved forecast.
[2026-01-07T20:36:07.786816] [INFO ] [main      ] MMLP: Signal=1 (Conf=90.0%), Magnitude=9.29% (Conf=52.7941%)
[2026-01-07T20:36:07.787021] [INFO ] [main      ] Fetching symbol history for SRTS...
[2026-01-07T20:36:07.787067] [DEBUG] [REMOTE    ] SRTS: Fetching historical data.
[2026-01-07T20:36:07.787544] [INFO ] [LOCAL     ] JCI: Saved forecast.
[2026-01-07T20:36:07.787636] [INFO ] [main      ] JCI: Signal=1 (Conf=90.0%), Magnitude=1.01% (Conf=57.4358%)
[2026-01-07T20:36:07.787825] [INFO ] [main      ] Fetching symbol history for PRME...
[2026-01-07T20:36:07.787929] [INFO ] [main      ] Progress: 287/391 forecasts completed (73.4%). MMLP finished in 0.6s. ETA: 17.7s. Rate: 353.14 forecasts/min
[2026-01-07T20:36:07.788014] [INFO ] [main      ] Progress: 288/391 forecasts completed (73.7%). JCI finished in 0.7s. ETA: 17.4s. Rate: 354.37 forecasts/min
[2026-01-07T20:36:07.788067] [DEBUG] [REMOTE    ] PRME: Fetching historical data.
[2026-01-07T20:36:07.788656] [DEBUG] [MAG       ] APLE: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:07.799412] [DEBUG] [REMOTE    ] SRTS: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:07.800284] [DEBUG] [REMOTE    ] PRME: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:07.800392] [DEBUG] [LOCAL     ] Loaded configuration for SRTS: 5 features, N/A% accuracy
[2026-01-07T20:36:07.800467] [INFO ] [LOCAL     ] SRTS: Loaded 5 optimal features with 64.41% confidence from JSON config
[2026-01-07T20:36:07.800502] [DEBUG] [MAG       ] Building data for symbol: SRTS with lookback: 0
[2026-01-07T20:36:07.801080] [DEBUG] [LOCAL     ] Loaded configuration for PRME: 2 features, N/A% accuracy
[2026-01-07T20:36:07.801137] [INFO ] [LOCAL     ] PRME: Loaded 2 optimal features with 57.58% confidence from JSON config
[2026-01-07T20:36:07.801169] [DEBUG] [MAG       ] Building data for symbol: PRME with lookback: 0
[2026-01-07T20:36:07.801422] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-07T20:36:07.801489] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:36:07.801954] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-07T20:36:07.802012] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-07T20:36:07.803263] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:36:07.803840] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:36:07.804238] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-07T20:36:07.804676] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-07T20:36:07.805055] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-07T20:36:07.805425] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:07.807120] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:07.852751] [INFO ] [LOCAL     ] APLE: Saved forecast.
[2026-01-07T20:36:07.852820] [INFO ] [main      ] APLE: Signal=1 (Conf=90.0%), Magnitude=1.38% (Conf=45.0714%)
[2026-01-07T20:36:07.853187] [INFO ] [main      ] Fetching symbol history for FOF...
[2026-01-07T20:36:07.853239] [DEBUG] [REMOTE    ] FOF: Fetching historical data.
[2026-01-07T20:36:07.853649] [INFO ] [main      ] Progress: 289/391 forecasts completed (73.9%). APLE finished in 0.6s. ETA: 17.2s. Rate: 355.12 forecasts/min
[2026-01-07T20:36:07.867053] [DEBUG] [REMOTE    ] FOF: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:07.868300] [DEBUG] [LOCAL     ] Loaded configuration for FOF: 8 features, N/A% accuracy
[2026-01-07T20:36:07.868354] [INFO ] [LOCAL     ] FOF: Loaded 8 optimal features with 54.41% confidence from JSON config
[2026-01-07T20:36:07.868385] [DEBUG] [MAG       ] Building data for symbol: FOF with lookback: 0
[2026-01-07T20:36:07.869379] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-07T20:36:07.869444] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:36:07.874279] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-07T20:36:07.875017] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-07T20:36:07.875724] [DEBUG] [MAG       ] ADC: Last date is validated at 2026-01-07
[2026-01-07T20:36:07.876298] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:36:07.878129] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:36:07.878705] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-07T20:36:07.879870] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-07T20:36:07.881904] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2026-01-07T20:36:07.888052] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:08.045550] [DEBUG] [MAG       ] ADC: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:08.139528] [INFO ] [LOCAL     ] ADC: Saved forecast.
[2026-01-07T20:36:08.139619] [INFO ] [main      ] ADC: Signal=1 (Conf=90.0%), Magnitude=1.95% (Conf=61.4393%)
[2026-01-07T20:36:08.139790] [INFO ] [main      ] Fetching symbol history for DCOM...
[2026-01-07T20:36:08.139835] [DEBUG] [REMOTE    ] DCOM: Fetching historical data.
[2026-01-07T20:36:08.141634] [INFO ] [main      ] Progress: 290/391 forecasts completed (74.2%). ADC finished in 0.7s. ETA: 17.1s. Rate: 354.26 forecasts/min
[2026-01-07T20:36:08.145365] [DEBUG] [MAG       ] PRME: Last date is validated at 2026-01-07
[2026-01-07T20:36:08.151107] [DEBUG] [REMOTE    ] DCOM: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:08.152284] [DEBUG] [LOCAL     ] Loaded configuration for DCOM: 3 features, N/A% accuracy
[2026-01-07T20:36:08.152336] [INFO ] [LOCAL     ] DCOM: Loaded 3 optimal features with 63.89% confidence from JSON config
[2026-01-07T20:36:08.152368] [DEBUG] [MAG       ] Building data for symbol: DCOM with lookback: 0
[2026-01-07T20:36:08.153204] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-07T20:36:08.153264] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:36:08.154988] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:36:08.155493] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-07T20:36:08.158311] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:08.169111] [DEBUG] [MAG       ] SRTS: Last date is validated at 2026-01-07
[2026-01-07T20:36:08.242227] [DEBUG] [MAG       ] FOF: Last date is validated at 2026-01-07
[2026-01-07T20:36:08.312991] [DEBUG] [MAG       ] PRME: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:08.337471] [DEBUG] [MAG       ] SRTS: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:08.375557] [INFO ] [LOCAL     ] PRME: Saved forecast.
[2026-01-07T20:36:08.375640] [INFO ] [main      ] PRME: Signal=1 (Conf=90.0%), Magnitude=22.19% (Conf=57.584%)
[2026-01-07T20:36:08.375983] [INFO ] [main      ] Progress: 291/391 forecasts completed (74.4%). PRME finished in 0.6s. ETA: 17.0s. Rate: 353.79 forecasts/min
[2026-01-07T20:36:08.376118] [INFO ] [main      ] Fetching symbol history for GSK...
[2026-01-07T20:36:08.376161] [DEBUG] [REMOTE    ] GSK: Fetching historical data.
[2026-01-07T20:36:08.387458] [DEBUG] [REMOTE    ] GSK: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:08.388441] [DEBUG] [LOCAL     ] Loaded configuration for GSK: 4 features, N/A% accuracy
[2026-01-07T20:36:08.388492] [INFO ] [LOCAL     ] GSK: Loaded 4 optimal features with 61.58% confidence from JSON config
[2026-01-07T20:36:08.388523] [DEBUG] [MAG       ] Building data for symbol: GSK with lookback: 0
[2026-01-07T20:36:08.389534] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-07T20:36:08.389618] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:36:08.391291] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:36:08.391797] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:36:08.392224] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-07T20:36:08.408620] [INFO ] [LOCAL     ] SRTS: Saved forecast.
[2026-01-07T20:36:08.408689] [INFO ] [main      ] SRTS: Signal=1 (Conf=90.0%), Magnitude=3.38% (Conf=64.4142%)
[2026-01-07T20:36:08.409248] [INFO ] [main      ] Fetching symbol history for SSNC...
[2026-01-07T20:36:08.409298] [DEBUG] [REMOTE    ] SSNC: Fetching historical data.
[2026-01-07T20:36:08.409654] [INFO ] [main      ] Progress: 292/391 forecasts completed (74.7%). SRTS finished in 0.6s. ETA: 16.7s. Rate: 354.77 forecasts/min
[2026-01-07T20:36:08.415791] [DEBUG] [MAG       ] FOF: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:08.421705] [DEBUG] [REMOTE    ] SSNC: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:08.423070] [DEBUG] [LOCAL     ] Loaded configuration for SSNC: 8 features, N/A% accuracy
[2026-01-07T20:36:08.423127] [INFO ] [LOCAL     ] SSNC: Loaded 8 optimal features with 55.50% confidence from JSON config
[2026-01-07T20:36:08.423158] [DEBUG] [MAG       ] Building data for symbol: SSNC with lookback: 0
[2026-01-07T20:36:08.423966] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-07T20:36:08.424030] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:36:08.429372] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-07T20:36:08.430383] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-07T20:36:08.433052] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-07T20:36:08.434224] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:08.434832] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-07T20:36:08.436345] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-07T20:36:08.437002] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-07T20:36:08.437680] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-07T20:36:08.438688] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:08.481061] [INFO ] [LOCAL     ] FOF: Saved forecast.
[2026-01-07T20:36:08.481127] [INFO ] [main      ] FOF: Signal=1 (Conf=90.0%), Magnitude=-0.04% (Conf=54.4128%)
[2026-01-07T20:36:08.481284] [INFO ] [main      ] Fetching symbol history for SKRE...
[2026-01-07T20:36:08.481328] [DEBUG] [REMOTE    ] SKRE: Fetching historical data.
[2026-01-07T20:36:08.482643] [INFO ] [main      ] Progress: 293/391 forecasts completed (74.9%). FOF finished in 0.6s. ETA: 16.5s. Rate: 355.46 forecasts/min
[2026-01-07T20:36:08.493024] [DEBUG] [REMOTE    ] SKRE: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:08.494788] [DEBUG] [LOCAL     ] Loaded configuration for SKRE: 9 features, N/A% accuracy
[2026-01-07T20:36:08.494841] [INFO ] [LOCAL     ] SKRE: Loaded 9 optimal features with 61.22% confidence from JSON config
[2026-01-07T20:36:08.494873] [DEBUG] [MAG       ] Building data for symbol: SKRE with lookback: 0
[2026-01-07T20:36:08.495716] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-07T20:36:08.495779] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:36:08.497638] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:36:08.498332] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:36:08.498747] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-07T20:36:08.499483] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-07T20:36:08.500371] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-07T20:36:08.509905] [DEBUG] [MAG       ] DCOM: Last date is validated at 2026-01-07
[2026-01-07T20:36:08.578034] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-07T20:36:08.580099] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-07T20:36:08.581288] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-07T20:36:08.581991] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:08.684181] [DEBUG] [MAG       ] DCOM: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:08.762036] [INFO ] [LOCAL     ] DCOM: Saved forecast.
[2026-01-07T20:36:08.762104] [INFO ] [main      ] DCOM: Signal=1 (Conf=90.0%), Magnitude=-2.09% (Conf=63.8913%)
[2026-01-07T20:36:08.762265] [INFO ] [main      ] Fetching symbol history for HRMY...
[2026-01-07T20:36:08.762308] [DEBUG] [REMOTE    ] HRMY: Fetching historical data.
[2026-01-07T20:36:08.763654] [INFO ] [main      ] Progress: 294/391 forecasts completed (75.2%). DCOM finished in 0.6s. ETA: 16.4s. Rate: 354.66 forecasts/min
[2026-01-07T20:36:08.773087] [DEBUG] [REMOTE    ] HRMY: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:08.774238] [DEBUG] [LOCAL     ] Loaded configuration for HRMY: 5 features, N/A% accuracy
[2026-01-07T20:36:08.774290] [INFO ] [LOCAL     ] HRMY: Loaded 5 optimal features with 61.39% confidence from JSON config
[2026-01-07T20:36:08.774322] [DEBUG] [MAG       ] Building data for symbol: HRMY with lookback: 0
[2026-01-07T20:36:08.775105] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-07T20:36:08.775165] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:36:08.779980] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:36:08.781670] [DEBUG] [MAG       ] GSK: Last date is validated at 2026-01-07
[2026-01-07T20:36:08.781779] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:36:08.782253] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:36:08.782656] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2026-01-07T20:36:08.783767] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:08.788754] [DEBUG] [MAG       ] SSNC: Last date is validated at 2026-01-07
[2026-01-07T20:36:08.926815] [DEBUG] [MAG       ] SKRE: Last date is validated at 2026-01-07
[2026-01-07T20:36:08.950664] [DEBUG] [MAG       ] GSK: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:08.960237] [DEBUG] [MAG       ] SSNC: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:09.035278] [INFO ] [LOCAL     ] GSK: Saved forecast.
[2026-01-07T20:36:09.035344] [INFO ] [main      ] GSK: Signal=1 (Conf=90.0%), Magnitude=-0.67% (Conf=61.5832%)
[2026-01-07T20:36:09.035726] [INFO ] [main      ] Progress: 295/391 forecasts completed (75.4%). GSK finished in 0.7s. ETA: 16.3s. Rate: 353.93 forecasts/min
[2026-01-07T20:36:09.035849] [INFO ] [main      ] Fetching symbol history for SMFG...
[2026-01-07T20:36:09.035891] [DEBUG] [REMOTE    ] SMFG: Fetching historical data.
[2026-01-07T20:36:09.047677] [DEBUG] [REMOTE    ] SMFG: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:09.048935] [DEBUG] [LOCAL     ] Loaded configuration for SMFG: 10 features, N/A% accuracy
[2026-01-07T20:36:09.049141] [INFO ] [LOCAL     ] SMFG: Loaded 10 optimal features with 48.64% confidence from JSON config
[2026-01-07T20:36:09.049172] [DEBUG] [MAG       ] Building data for symbol: SMFG with lookback: 0
[2026-01-07T20:36:09.049984] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2026-01-07T20:36:09.050047] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:36:09.054812] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:36:09.056555] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:36:09.057031] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:36:09.057408] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-07T20:36:09.058136] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-07T20:36:09.058240] [INFO ] [LOCAL     ] SSNC: Saved forecast.
[2026-01-07T20:36:09.058307] [INFO ] [main      ] SSNC: Signal=1 (Conf=90.0%), Magnitude=1.21% (Conf=55.4964%)
[2026-01-07T20:36:09.058818] [INFO ] [main      ] Fetching symbol history for BGX...
[2026-01-07T20:36:09.058875] [DEBUG] [REMOTE    ] BGX: Fetching historical data.
[2026-01-07T20:36:09.059025] [INFO ] [main      ] Progress: 296/391 forecasts completed (75.7%). SSNC finished in 0.6s. ETA: 16.1s. Rate: 354.96 forecasts/min
[2026-01-07T20:36:09.058939] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-07T20:36:09.070953] [DEBUG] [REMOTE    ] BGX: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:09.071745] [DEBUG] [LOCAL     ] Loaded configuration for BGX: 8 features, N/A% accuracy
[2026-01-07T20:36:09.071801] [INFO ] [LOCAL     ] BGX: Loaded 8 optimal features with 39.51% confidence from JSON config
[2026-01-07T20:36:09.071832] [DEBUG] [MAG       ] Building data for symbol: BGX with lookback: 0
[2026-01-07T20:36:09.072614] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-07T20:36:09.072676] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:36:09.077621] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:36:09.079631] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:36:09.080118] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:36:09.080504] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-07T20:36:09.082832] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-07T20:36:09.099892] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-07T20:36:09.100182] [DEBUG] [MAG       ] SKRE: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:09.104855] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-07T20:36:09.105633] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-07T20:36:09.106320] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:09.123140] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-07T20:36:09.124006] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-07T20:36:09.125643] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:09.148204] [DEBUG] [MAG       ] HRMY: Last date is validated at 2026-01-07
[2026-01-07T20:36:09.183773] [INFO ] [LOCAL     ] SKRE: Saved forecast.
[2026-01-07T20:36:09.183843] [INFO ] [main      ] SKRE: Signal=1 (Conf=90.0%), Magnitude=3.31% (Conf=61.2197%)
[2026-01-07T20:36:09.184372] [INFO ] [main      ] Fetching symbol history for ASML...
[2026-01-07T20:36:09.184423] [DEBUG] [REMOTE    ] ASML: Fetching historical data.
[2026-01-07T20:36:09.184624] [INFO ] [main      ] Progress: 297/391 forecasts completed (76.0%). SKRE finished in 0.7s. ETA: 15.9s. Rate: 355.27 forecasts/min
[2026-01-07T20:36:09.196558] [DEBUG] [REMOTE    ] ASML: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:09.197656] [DEBUG] [LOCAL     ] Loaded configuration for ASML: 4 features, N/A% accuracy
[2026-01-07T20:36:09.197709] [INFO ] [LOCAL     ] ASML: Loaded 4 optimal features with 48.39% confidence from JSON config
[2026-01-07T20:36:09.197747] [DEBUG] [MAG       ] Building data for symbol: ASML with lookback: 0
[2026-01-07T20:36:09.198537] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-07T20:36:09.198617] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:36:09.203437] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-07T20:36:09.316122] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-07T20:36:09.319468] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-07T20:36:09.320463] [DEBUG] [MAG       ] HRMY: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:09.320801] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:09.408787] [INFO ] [LOCAL     ] HRMY: Saved forecast.
[2026-01-07T20:36:09.408859] [INFO ] [main      ] HRMY: Signal=1 (Conf=90.0%), Magnitude=5.23% (Conf=61.39%)
[2026-01-07T20:36:09.409234] [INFO ] [main      ] Fetching symbol history for BLZE...
[2026-01-07T20:36:09.409280] [DEBUG] [REMOTE    ] BLZE: Fetching historical data.
[2026-01-07T20:36:09.410629] [INFO ] [main      ] Progress: 298/391 forecasts completed (76.2%). HRMY finished in 0.6s. ETA: 15.7s. Rate: 354.87 forecasts/min
[2026-01-07T20:36:09.421233] [DEBUG] [REMOTE    ] BLZE: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:09.422288] [DEBUG] [LOCAL     ] Loaded configuration for BLZE: 4 features, N/A% accuracy
[2026-01-07T20:36:09.422340] [INFO ] [LOCAL     ] BLZE: Loaded 4 optimal features with 51.72% confidence from JSON config
[2026-01-07T20:36:09.422372] [DEBUG] [MAG       ] Building data for symbol: BLZE with lookback: 0
[2026-01-07T20:36:09.423342] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-07T20:36:09.423404] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:36:09.429871] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-07T20:36:09.430787] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-07T20:36:09.431455] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-07T20:36:09.433879] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:09.452892] [DEBUG] [MAG       ] SMFG: Last date is validated at 2026-01-07
[2026-01-07T20:36:09.477234] [DEBUG] [MAG       ] BGX: Last date is validated at 2026-01-07
[2026-01-07T20:36:09.625218] [DEBUG] [MAG       ] SMFG: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:09.649890] [DEBUG] [MAG       ] BGX: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:09.671022] [DEBUG] [MAG       ] ASML: Last date is validated at 2026-01-07
[2026-01-07T20:36:09.701522] [INFO ] [LOCAL     ] SMFG: Saved forecast.
[2026-01-07T20:36:09.701604] [INFO ] [main      ] SMFG: Signal=1 (Conf=90.0%), Magnitude=-0.17% (Conf=48.6359%)
[2026-01-07T20:36:09.704957] [INFO ] [main      ] Progress: 299/391 forecasts completed (76.5%). SMFG finished in 0.7s. ETA: 15.6s. Rate: 353.99 forecasts/min
[2026-01-07T20:36:09.705377] [INFO ] [main      ] Fetching symbol history for NTB...
[2026-01-07T20:36:09.705427] [DEBUG] [REMOTE    ] NTB: Fetching historical data.
[2026-01-07T20:36:09.715965] [INFO ] [LOCAL     ] BGX: Saved forecast.
[2026-01-07T20:36:09.716032] [INFO ] [main      ] BGX: Signal=1 (Conf=90.0%), Magnitude=-0.23% (Conf=39.5106%)
[2026-01-07T20:36:09.716345] [INFO ] [main      ] Fetching symbol history for TBI...
[2026-01-07T20:36:09.716399] [DEBUG] [REMOTE    ] TBI: Fetching historical data.
[2026-01-07T20:36:09.717317] [INFO ] [main      ] Progress: 300/391 forecasts completed (76.7%). BGX finished in 0.7s. ETA: 15.4s. Rate: 355.09 forecasts/min
[2026-01-07T20:36:09.717313] [DEBUG] [REMOTE    ] NTB: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:09.719725] [DEBUG] [LOCAL     ] Loaded configuration for NTB: 2 features, N/A% accuracy
[2026-01-07T20:36:09.719792] [INFO ] [LOCAL     ] NTB: Loaded 2 optimal features with 47.83% confidence from JSON config
[2026-01-07T20:36:09.719824] [DEBUG] [MAG       ] Building data for symbol: NTB with lookback: 0
[2026-01-07T20:36:09.720630] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-07T20:36:09.720689] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:36:09.725472] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-07T20:36:09.727954] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:09.728148] [DEBUG] [REMOTE    ] TBI: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:09.728969] [DEBUG] [LOCAL     ] Loaded configuration for TBI: 0 features, N/A% accuracy
[2026-01-07T20:36:09.729021] [INFO ] [LOCAL     ] TBI: Loaded 0 optimal features with 56.92% confidence from JSON config
[2026-01-07T20:36:09.729052] [DEBUG] [MAG       ] Building data for symbol: TBI with lookback: 0
[2026-01-07T20:36:09.729889] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2026-01-07T20:36:09.786501] [DEBUG] [MAG       ] BLZE: Last date is validated at 2026-01-07
[2026-01-07T20:36:09.840963] [DEBUG] [MAG       ] ASML: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:09.961952] [DEBUG] [MAG       ] BLZE: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:10.042147] [INFO ] [LOCAL     ] BLZE: Saved forecast.
[2026-01-07T20:36:10.042234] [INFO ] [main      ] BLZE: Signal=1 (Conf=90.0%), Magnitude=2.28% (Conf=51.7215%)
[2026-01-07T20:36:10.042440] [INFO ] [main      ] Fetching symbol history for JLL...
[2026-01-07T20:36:10.042498] [DEBUG] [REMOTE    ] JLL: Fetching historical data.
[2026-01-07T20:36:10.042880] [INFO ] [main      ] Progress: 301/391 forecasts completed (77.0%). BLZE finished in 0.6s. ETA: 15.3s. Rate: 354.00 forecasts/min
[2026-01-07T20:36:10.042947] [INFO ] [LOCAL     ] ASML: Saved forecast.
[2026-01-07T20:36:10.043018] [INFO ] [main      ] ASML: Signal=1 (Conf=90.0%), Magnitude=-1.84% (Conf=48.3918%)
[2026-01-07T20:36:10.043370] [INFO ] [main      ] Fetching symbol history for HPQ...
[2026-01-07T20:36:10.043422] [DEBUG] [REMOTE    ] HPQ: Fetching historical data.
[2026-01-07T20:36:10.043612] [INFO ] [main      ] Progress: 302/391 forecasts completed (77.2%). ASML finished in 0.9s. ETA: 15.0s. Rate: 355.17 forecasts/min
[2026-01-07T20:36:10.057530] [DEBUG] [REMOTE    ] JLL: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:10.058710] [DEBUG] [LOCAL     ] Loaded configuration for JLL: 3 features, N/A% accuracy
[2026-01-07T20:36:10.058786] [INFO ] [LOCAL     ] JLL: Loaded 3 optimal features with 45.30% confidence from JSON config
[2026-01-07T20:36:10.058838] [DEBUG] [MAG       ] Building data for symbol: JLL with lookback: 0
[2026-01-07T20:36:10.058801] [DEBUG] [REMOTE    ] HPQ: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:10.059727] [DEBUG] [LOCAL     ] Loaded configuration for HPQ: 1 features, N/A% accuracy
[2026-01-07T20:36:10.059785] [INFO ] [LOCAL     ] HPQ: Loaded 1 optimal features with 48.77% confidence from JSON config
[2026-01-07T20:36:10.059817] [DEBUG] [MAG       ] Building data for symbol: HPQ with lookback: 0
[2026-01-07T20:36:10.060033] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-07T20:36:10.060112] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:36:10.060644] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-07T20:36:10.060704] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-07T20:36:10.067074] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-07T20:36:10.068319] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-07T20:36:10.072136] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:10.072349] [DEBUG] [MAG       ] NTB: Last date is validated at 2026-01-07
[2026-01-07T20:36:10.083041] [DEBUG] [MAG       ] TBI: Last date is validated at 2026-01-07
[2026-01-07T20:36:10.101233] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:10.237386] [DEBUG] [MAG       ] NTB: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:10.261052] [DEBUG] [MAG       ] TBI: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:10.317767] [INFO ] [LOCAL     ] NTB: Saved forecast.
[2026-01-07T20:36:10.317837] [INFO ] [main      ] NTB: Signal=1 (Conf=90.0%), Magnitude=-0.87% (Conf=47.8289%)
[2026-01-07T20:36:10.318263] [INFO ] [main      ] Fetching symbol history for FCF...
[2026-01-07T20:36:10.318313] [DEBUG] [REMOTE    ] FCF: Fetching historical data.
[2026-01-07T20:36:10.318666] [INFO ] [main      ] Progress: 303/391 forecasts completed (77.5%). NTB finished in 0.6s. ETA: 14.9s. Rate: 354.43 forecasts/min
[2026-01-07T20:36:10.322796] [INFO ] [LOCAL     ] TBI: Saved forecast.
[2026-01-07T20:36:10.322859] [INFO ] [main      ] TBI: Signal=1 (Conf=90.0%), Magnitude=0.45% (Conf=56.916%)
[2026-01-07T20:36:10.323204] [INFO ] [main      ] Progress: 304/391 forecasts completed (77.7%). TBI finished in 0.6s. ETA: 14.7s. Rate: 355.57 forecasts/min
[2026-01-07T20:36:10.323326] [INFO ] [main      ] Fetching symbol history for MBWM...
[2026-01-07T20:36:10.323371] [DEBUG] [REMOTE    ] MBWM: Fetching historical data.
[2026-01-07T20:36:10.329822] [DEBUG] [REMOTE    ] FCF: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:10.330882] [DEBUG] [LOCAL     ] Loaded configuration for FCF: 5 features, N/A% accuracy
[2026-01-07T20:36:10.330946] [INFO ] [LOCAL     ] FCF: Loaded 5 optimal features with 57.25% confidence from JSON config
[2026-01-07T20:36:10.330981] [DEBUG] [MAG       ] Building data for symbol: FCF with lookback: 0
[2026-01-07T20:36:10.331770] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-07T20:36:10.331842] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:36:10.336114] [DEBUG] [REMOTE    ] MBWM: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:10.336641] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:36:10.337089] [DEBUG] [LOCAL     ] Loaded configuration for MBWM: 0 features, N/A% accuracy
[2026-01-07T20:36:10.337153] [INFO ] [LOCAL     ] MBWM: Loaded 0 optimal features with 46.87% confidence from JSON config
[2026-01-07T20:36:10.337184] [DEBUG] [MAG       ] Building data for symbol: MBWM with lookback: 0
[2026-01-07T20:36:10.338004] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2026-01-07T20:36:10.338377] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:36:10.338869] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-07T20:36:10.378857] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-07T20:36:10.379565] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:10.434092] [DEBUG] [MAG       ] JLL: Last date is validated at 2026-01-07
[2026-01-07T20:36:10.448506] [DEBUG] [MAG       ] HPQ: Last date is validated at 2026-01-07
[2026-01-07T20:36:10.606662] [DEBUG] [MAG       ] JLL: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:10.621714] [DEBUG] [MAG       ] HPQ: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:10.697399] [DEBUG] [MAG       ] MBWM: Last date is validated at 2026-01-07
[2026-01-07T20:36:10.703002] [INFO ] [LOCAL     ] HPQ: Saved forecast.
[2026-01-07T20:36:10.703263] [INFO ] [main      ] HPQ: Signal=1 (Conf=90.0%), Magnitude=-3.96% (Conf=48.7735%)
[2026-01-07T20:36:10.703693] [INFO ] [main      ] Fetching symbol history for SENEA...
[2026-01-07T20:36:10.703746] [DEBUG] [REMOTE    ] SENEA: Fetching historical data.
[2026-01-07T20:36:10.704667] [INFO ] [main      ] Progress: 305/391 forecasts completed (78.0%). HPQ finished in 0.7s. ETA: 14.6s. Rate: 354.11 forecasts/min
[2026-01-07T20:36:10.715965] [DEBUG] [REMOTE    ] SENEA: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:10.716874] [DEBUG] [LOCAL     ] Loaded configuration for SENEA: 1 features, N/A% accuracy
[2026-01-07T20:36:10.716925] [INFO ] [LOCAL     ] SENEA: Loaded 1 optimal features with 47.06% confidence from JSON config
[2026-01-07T20:36:10.716957] [DEBUG] [MAG       ] Building data for symbol: SENEA with lookback: 0
[2026-01-07T20:36:10.717945] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-07T20:36:10.718184] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:36:10.723186] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:10.731843] [DEBUG] [MAG       ] FCF: Last date is validated at 2026-01-07
[2026-01-07T20:36:10.734917] [INFO ] [LOCAL     ] JLL: Saved forecast.
[2026-01-07T20:36:10.735177] [INFO ] [main      ] JLL: Signal=1 (Conf=90.0%), Magnitude=-1.28% (Conf=45.2981%)
[2026-01-07T20:36:10.735373] [INFO ] [main      ] Fetching symbol history for CPIX...
[2026-01-07T20:36:10.735418] [DEBUG] [REMOTE    ] CPIX: Fetching historical data.
[2026-01-07T20:36:10.736650] [INFO ] [main      ] Progress: 306/391 forecasts completed (78.3%). JLL finished in 0.7s. ETA: 14.4s. Rate: 355.05 forecasts/min
[2026-01-07T20:36:10.746957] [DEBUG] [REMOTE    ] CPIX: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:10.747704] [DEBUG] [LOCAL     ] Loaded configuration for CPIX: 1 features, N/A% accuracy
[2026-01-07T20:36:10.747757] [INFO ] [LOCAL     ] CPIX: Loaded 1 optimal features with 47.38% confidence from JSON config
[2026-01-07T20:36:10.747788] [DEBUG] [MAG       ] Building data for symbol: CPIX with lookback: 0
[2026-01-07T20:36:10.748533] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-07T20:36:10.748608] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-07T20:36:10.749608] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:10.866884] [DEBUG] [MAG       ] MBWM: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:10.899667] [DEBUG] [MAG       ] FCF: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:10.950297] [INFO ] [LOCAL     ] MBWM: Saved forecast.
[2026-01-07T20:36:10.950370] [INFO ] [main      ] MBWM: Signal=1 (Conf=90.0%), Magnitude=0.44% (Conf=46.8737%)
[2026-01-07T20:36:10.950718] [INFO ] [main      ] Fetching symbol history for BROS...
[2026-01-07T20:36:10.950769] [DEBUG] [REMOTE    ] BROS: Fetching historical data.
[2026-01-07T20:36:10.952058] [INFO ] [main      ] Progress: 307/391 forecasts completed (78.5%). MBWM finished in 0.6s. ETA: 14.2s. Rate: 354.73 forecasts/min
[2026-01-07T20:36:10.962494] [DEBUG] [REMOTE    ] BROS: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:10.963400] [DEBUG] [LOCAL     ] Loaded configuration for BROS: 10 features, N/A% accuracy
[2026-01-07T20:36:10.963453] [INFO ] [LOCAL     ] BROS: Loaded 10 optimal features with 51.07% confidence from JSON config
[2026-01-07T20:36:10.963484] [DEBUG] [MAG       ] Building data for symbol: BROS with lookback: 0
[2026-01-07T20:36:10.964282] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2026-01-07T20:36:10.964347] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:36:10.969074] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-07T20:36:10.969078] [INFO ] [LOCAL     ] FCF: Saved forecast.
[2026-01-07T20:36:10.969144] [INFO ] [main      ] FCF: Signal=1 (Conf=90.0%), Magnitude=-0.48% (Conf=57.251%)
[2026-01-07T20:36:10.969520] [INFO ] [main      ] Fetching symbol history for DEA...
[2026-01-07T20:36:10.969596] [DEBUG] [REMOTE    ] DEA: Fetching historical data.
[2026-01-07T20:36:10.969652] [INFO ] [main      ] Progress: 308/391 forecasts completed (78.8%). FCF finished in 0.7s. ETA: 14.0s. Rate: 355.77 forecasts/min
[2026-01-07T20:36:10.970370] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:36:10.972387] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:36:10.972893] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-07T20:36:10.973927] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-07T20:36:10.975494] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-07T20:36:10.976328] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-07T20:36:10.977187] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-07T20:36:10.978228] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2026-01-07T20:36:10.982184] [DEBUG] [REMOTE    ] DEA: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:10.983112] [DEBUG] [LOCAL     ] Loaded configuration for DEA: 3 features, N/A% accuracy
[2026-01-07T20:36:10.983168] [INFO ] [LOCAL     ] DEA: Loaded 3 optimal features with 47.78% confidence from JSON config
[2026-01-07T20:36:10.983200] [DEBUG] [MAG       ] Building data for symbol: DEA with lookback: 0
[2026-01-07T20:36:10.983810] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:10.984022] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-07T20:36:10.984083] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:36:10.985779] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:36:10.986278] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:36:10.986686] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:11.073468] [DEBUG] [MAG       ] SENEA: Last date is validated at 2026-01-07
[2026-01-07T20:36:11.090823] [DEBUG] [MAG       ] CPIX: Last date is validated at 2026-01-07
[2026-01-07T20:36:11.248269] [DEBUG] [MAG       ] SENEA: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:11.257925] [DEBUG] [MAG       ] CPIX: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:11.322819] [DEBUG] [MAG       ] DEA: Last date is validated at 2026-01-07
[2026-01-07T20:36:11.324666] [INFO ] [LOCAL     ] CPIX: Saved forecast.
[2026-01-07T20:36:11.324734] [INFO ] [main      ] CPIX: Signal=1 (Conf=90.0%), Magnitude=7.27% (Conf=47.3769%)
[2026-01-07T20:36:11.324914] [INFO ] [main      ] Fetching symbol history for CMSA...
[2026-01-07T20:36:11.324959] [DEBUG] [REMOTE    ] CMSA: Fetching historical data.
[2026-01-07T20:36:11.326739] [INFO ] [main      ] Progress: 309/391 forecasts completed (79.0%). CPIX finished in 0.6s. ETA: 13.9s. Rate: 354.48 forecasts/min
[2026-01-07T20:36:11.337434] [DEBUG] [REMOTE    ] CMSA: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:11.338253] [DEBUG] [LOCAL     ] Loaded configuration for CMSA: 7 features, N/A% accuracy
[2026-01-07T20:36:11.338305] [INFO ] [LOCAL     ] CMSA: Loaded 7 optimal features with 53.63% confidence from JSON config
[2026-01-07T20:36:11.338337] [DEBUG] [MAG       ] Building data for symbol: CMSA with lookback: 0
[2026-01-07T20:36:11.339333] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-07T20:36:11.339394] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:36:11.344799] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:36:11.346705] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:36:11.347364] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:36:11.347820] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:36:11.348386] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-07T20:36:11.351098] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-07T20:36:11.356383] [INFO ] [LOCAL     ] SENEA: Saved forecast.
[2026-01-07T20:36:11.356453] [INFO ] [main      ] SENEA: Signal=1 (Conf=90.0%), Magnitude=1.04% (Conf=47.06%)
[2026-01-07T20:36:11.356834] [INFO ] [main      ] Fetching symbol history for HSBC...
[2026-01-07T20:36:11.356890] [DEBUG] [REMOTE    ] HSBC: Fetching historical data.
[2026-01-07T20:36:11.357685] [INFO ] [main      ] Progress: 310/391 forecasts completed (79.3%). SENEA finished in 0.7s. ETA: 13.7s. Rate: 355.42 forecasts/min
[2026-01-07T20:36:11.368633] [DEBUG] [REMOTE    ] HSBC: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:11.369533] [DEBUG] [LOCAL     ] Loaded configuration for HSBC: 2 features, N/A% accuracy
[2026-01-07T20:36:11.369607] [INFO ] [LOCAL     ] HSBC: Loaded 2 optimal features with 66.30% confidence from JSON config
[2026-01-07T20:36:11.369641] [DEBUG] [MAG       ] Building data for symbol: HSBC with lookback: 0
[2026-01-07T20:36:11.370416] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-07T20:36:11.370476] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:36:11.375310] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-07T20:36:11.390267] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:11.396724] [DEBUG] [MAG       ] BROS: Last date is validated at 2026-01-07
[2026-01-07T20:36:11.428183] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:11.493591] [DEBUG] [MAG       ] DEA: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:11.559293] [INFO ] [LOCAL     ] DEA: Saved forecast.
[2026-01-07T20:36:11.559359] [INFO ] [main      ] DEA: Signal=1 (Conf=90.0%), Magnitude=0.28% (Conf=47.7839%)
[2026-01-07T20:36:11.559854] [INFO ] [main      ] Fetching symbol history for VUZI...
[2026-01-07T20:36:11.559906] [DEBUG] [REMOTE    ] VUZI: Fetching historical data.
[2026-01-07T20:36:11.560661] [INFO ] [main      ] Progress: 311/391 forecasts completed (79.5%). DEA finished in 0.6s. ETA: 13.5s. Rate: 355.19 forecasts/min
[2026-01-07T20:36:11.564372] [DEBUG] [MAG       ] BROS: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:11.573059] [DEBUG] [REMOTE    ] VUZI: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:11.574312] [DEBUG] [LOCAL     ] Loaded configuration for VUZI: 4 features, N/A% accuracy
[2026-01-07T20:36:11.574364] [INFO ] [LOCAL     ] VUZI: Loaded 4 optimal features with 58.54% confidence from JSON config
[2026-01-07T20:36:11.574407] [DEBUG] [MAG       ] Building data for symbol: VUZI with lookback: 0
[2026-01-07T20:36:11.575219] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-07T20:36:11.575279] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:36:11.576966] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:36:11.577642] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-07T20:36:11.579609] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-07T20:36:11.580337] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:11.696048] [INFO ] [LOCAL     ] BROS: Saved forecast.
[2026-01-07T20:36:11.696154] [INFO ] [main      ] BROS: Signal=1 (Conf=90.0%), Magnitude=4.85% (Conf=51.0686%)
[2026-01-07T20:36:11.696689] [INFO ] [main      ] Fetching symbol history for LPTH...
[2026-01-07T20:36:11.696764] [DEBUG] [REMOTE    ] LPTH: Fetching historical data.
[2026-01-07T20:36:11.697853] [INFO ] [main      ] Progress: 312/391 forecasts completed (79.8%). BROS finished in 0.7s. ETA: 13.3s. Rate: 355.40 forecasts/min
[2026-01-07T20:36:11.714413] [DEBUG] [REMOTE    ] LPTH: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:11.715512] [DEBUG] [LOCAL     ] Loaded configuration for LPTH: 4 features, N/A% accuracy
[2026-01-07T20:36:11.715606] [INFO ] [LOCAL     ] LPTH: Loaded 4 optimal features with 67.22% confidence from JSON config
[2026-01-07T20:36:11.716098] [DEBUG] [MAG       ] Building data for symbol: LPTH with lookback: 0
[2026-01-07T20:36:11.717278] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-07T20:36:11.717364] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:36:11.725689] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-07T20:36:11.729362] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-07T20:36:11.730318] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-07T20:36:11.731784] [DEBUG] [MAG       ] CMSA: Last date is validated at 2026-01-07
[2026-01-07T20:36:11.732681] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:11.809203] [DEBUG] [MAG       ] HSBC: Last date is validated at 2026-01-07
[2026-01-07T20:36:11.900909] [DEBUG] [MAG       ] CMSA: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:11.933036] [DEBUG] [MAG       ] VUZI: Last date is validated at 2026-01-07
[2026-01-07T20:36:11.966342] [INFO ] [LOCAL     ] CMSA: Saved forecast.
[2026-01-07T20:36:11.966413] [INFO ] [main      ] CMSA: Signal=1 (Conf=90.0%), Magnitude=0.37% (Conf=53.6327%)
[2026-01-07T20:36:11.966803] [INFO ] [main      ] Fetching symbol history for KOP...
[2026-01-07T20:36:11.966856] [DEBUG] [REMOTE    ] KOP: Fetching historical data.
[2026-01-07T20:36:11.967630] [INFO ] [main      ] Progress: 313/391 forecasts completed (80.1%). CMSA finished in 0.6s. ETA: 13.2s. Rate: 354.73 forecasts/min
[2026-01-07T20:36:11.977533] [DEBUG] [REMOTE    ] KOP: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:11.978466] [DEBUG] [LOCAL     ] Loaded configuration for KOP: 3 features, N/A% accuracy
[2026-01-07T20:36:11.978517] [INFO ] [LOCAL     ] KOP: Loaded 3 optimal features with 63.51% confidence from JSON config
[2026-01-07T20:36:11.978549] [DEBUG] [MAG       ] Building data for symbol: KOP with lookback: 0
[2026-01-07T20:36:11.979345] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-07T20:36:11.979404] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:36:11.981624] [DEBUG] [MAG       ] HSBC: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:11.984146] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-07T20:36:11.985117] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-07T20:36:11.985824] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:12.073616] [INFO ] [LOCAL     ] HSBC: Saved forecast.
[2026-01-07T20:36:12.073685] [INFO ] [main      ] HSBC: Signal=1 (Conf=90.0%), Magnitude=-0.06% (Conf=66.3005%)
[2026-01-07T20:36:12.074059] [INFO ] [main      ] Fetching symbol history for USVM...
[2026-01-07T20:36:12.074111] [DEBUG] [REMOTE    ] USVM: Fetching historical data.
[2026-01-07T20:36:12.075649] [INFO ] [main      ] Progress: 314/391 forecasts completed (80.3%). HSBC finished in 0.7s. ETA: 13.0s. Rate: 355.13 forecasts/min
[2026-01-07T20:36:12.086926] [DEBUG] [REMOTE    ] USVM: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:12.087903] [DEBUG] [LOCAL     ] Loaded configuration for USVM: 4 features, N/A% accuracy
[2026-01-07T20:36:12.087966] [INFO ] [LOCAL     ] USVM: Loaded 4 optimal features with 65.69% confidence from JSON config
[2026-01-07T20:36:12.087999] [DEBUG] [MAG       ] Building data for symbol: USVM with lookback: 0
[2026-01-07T20:36:12.089207] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-07T20:36:12.089268] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:36:12.091022] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:36:12.091550] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-07T20:36:12.092663] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-07T20:36:12.092684] [DEBUG] [MAG       ] LPTH: Last date is validated at 2026-01-07
[2026-01-07T20:36:12.093504] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:12.101153] [DEBUG] [MAG       ] VUZI: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:12.166093] [INFO ] [LOCAL     ] VUZI: Saved forecast.
[2026-01-07T20:36:12.166159] [INFO ] [main      ] VUZI: Signal=1 (Conf=90.0%), Magnitude=-9.78% (Conf=58.5395%)
[2026-01-07T20:36:12.166508] [INFO ] [main      ] Fetching symbol history for TPL...
[2026-01-07T20:36:12.166558] [DEBUG] [REMOTE    ] TPL: Fetching historical data.
[2026-01-07T20:36:12.167652] [INFO ] [main      ] Progress: 315/391 forecasts completed (80.6%). VUZI finished in 0.6s. ETA: 12.8s. Rate: 355.65 forecasts/min
[2026-01-07T20:36:12.178746] [DEBUG] [REMOTE    ] TPL: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:12.179655] [DEBUG] [LOCAL     ] Loaded configuration for TPL: 4 features, N/A% accuracy
[2026-01-07T20:36:12.179707] [INFO ] [LOCAL     ] TPL: Loaded 4 optimal features with 56.96% confidence from JSON config
[2026-01-07T20:36:12.179738] [DEBUG] [MAG       ] Building data for symbol: TPL with lookback: 0
[2026-01-07T20:36:12.180503] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-07T20:36:12.180563] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:36:12.182406] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:36:12.182918] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:36:12.183539] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-07T20:36:12.184480] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:12.264482] [DEBUG] [MAG       ] LPTH: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:12.326817] [DEBUG] [MAG       ] KOP: Last date is validated at 2026-01-07
[2026-01-07T20:36:12.341349] [INFO ] [LOCAL     ] LPTH: Saved forecast.
[2026-01-07T20:36:12.341416] [INFO ] [main      ] LPTH: Signal=1 (Conf=90.0%), Magnitude=13.56% (Conf=67.2233%)
[2026-01-07T20:36:12.341787] [INFO ] [main      ] Progress: 316/391 forecasts completed (80.8%). LPTH finished in 0.6s. ETA: 12.7s. Rate: 355.61 forecasts/min
[2026-01-07T20:36:12.341921] [INFO ] [main      ] Fetching symbol history for EB...
[2026-01-07T20:36:12.341963] [DEBUG] [REMOTE    ] EB: Fetching historical data.
[2026-01-07T20:36:12.353689] [DEBUG] [REMOTE    ] EB: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:12.354841] [DEBUG] [LOCAL     ] Loaded configuration for EB: 2 features, N/A% accuracy
[2026-01-07T20:36:12.354903] [INFO ] [LOCAL     ] EB: Loaded 2 optimal features with 56.41% confidence from JSON config
[2026-01-07T20:36:12.354935] [DEBUG] [MAG       ] Building data for symbol: EB with lookback: 0
[2026-01-07T20:36:12.355878] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-07T20:36:12.355936] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-07T20:36:12.394477] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-07T20:36:12.448843] [DEBUG] [MAG       ] USVM: Last date is validated at 2026-01-07
[2026-01-07T20:36:12.470881] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:12.493620] [DEBUG] [MAG       ] KOP: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:12.523590] [DEBUG] [MAG       ] TPL: Last date is validated at 2026-01-07
[2026-01-07T20:36:12.574523] [INFO ] [LOCAL     ] KOP: Saved forecast.
[2026-01-07T20:36:12.574608] [INFO ] [main      ] KOP: Signal=1 (Conf=90.0%), Magnitude=2.21% (Conf=63.5111%)
[2026-01-07T20:36:12.574966] [INFO ] [main      ] Fetching symbol history for AMAL...
[2026-01-07T20:36:12.575017] [DEBUG] [REMOTE    ] AMAL: Fetching historical data.
[2026-01-07T20:36:12.575647] [INFO ] [main      ] Progress: 317/391 forecasts completed (81.1%). KOP finished in 0.6s. ETA: 12.5s. Rate: 355.18 forecasts/min
[2026-01-07T20:36:12.585704] [DEBUG] [REMOTE    ] AMAL: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:12.586555] [DEBUG] [LOCAL     ] Loaded configuration for AMAL: 8 features, N/A% accuracy
[2026-01-07T20:36:12.586819] [INFO ] [LOCAL     ] AMAL: Loaded 8 optimal features with 50.30% confidence from JSON config
[2026-01-07T20:36:12.586866] [DEBUG] [MAG       ] Building data for symbol: AMAL with lookback: 0
[2026-01-07T20:36:12.587648] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-07T20:36:12.587708] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:36:12.589359] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:36:12.589901] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:36:12.590436] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-07T20:36:12.592917] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-07T20:36:12.594336] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-07T20:36:12.618667] [DEBUG] [MAG       ] USVM: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:12.669042] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-07T20:36:12.672039] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2026-01-07T20:36:12.674202] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:12.688869] [DEBUG] [MAG       ] TPL: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:12.702070] [INFO ] [LOCAL     ] USVM: Saved forecast.
[2026-01-07T20:36:12.702140] [INFO ] [main      ] USVM: Signal=1 (Conf=90.0%), Magnitude=-0.03% (Conf=65.6887%)
[2026-01-07T20:36:12.702500] [INFO ] [main      ] Fetching symbol history for STRS...
[2026-01-07T20:36:12.702550] [DEBUG] [REMOTE    ] STRS: Fetching historical data.
[2026-01-07T20:36:12.703654] [INFO ] [main      ] Progress: 318/391 forecasts completed (81.3%). USVM finished in 0.6s. ETA: 12.3s. Rate: 355.45 forecasts/min
[2026-01-07T20:36:12.713866] [DEBUG] [REMOTE    ] STRS: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:12.714855] [DEBUG] [LOCAL     ] Loaded configuration for STRS: 7 features, N/A% accuracy
[2026-01-07T20:36:12.714909] [INFO ] [LOCAL     ] STRS: Loaded 7 optimal features with 49.10% confidence from JSON config
[2026-01-07T20:36:12.714940] [DEBUG] [MAG       ] Building data for symbol: STRS with lookback: 0
[2026-01-07T20:36:12.715882] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-07T20:36:12.715950] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:36:12.717637] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:36:12.718138] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-07T20:36:12.719194] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-07T20:36:12.721248] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-07T20:36:12.721976] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2026-01-07T20:36:12.725874] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-07T20:36:12.726590] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:12.809147] [DEBUG] [MAG       ] EB: Last date is validated at 2026-01-07
[2026-01-07T20:36:12.901611] [INFO ] [LOCAL     ] TPL: Saved forecast.
[2026-01-07T20:36:12.901679] [INFO ] [main      ] TPL: Signal=1 (Conf=90.0%), Magnitude=-3.94% (Conf=56.96%)
[2026-01-07T20:36:12.902025] [INFO ] [main      ] Fetching symbol history for LTC...
[2026-01-07T20:36:12.902093] [DEBUG] [REMOTE    ] LTC: Fetching historical data.
[2026-01-07T20:36:12.903674] [INFO ] [main      ] Progress: 319/391 forecasts completed (81.6%). TPL finished in 0.7s. ETA: 12.2s. Rate: 355.24 forecasts/min
[2026-01-07T20:36:12.916530] [DEBUG] [REMOTE    ] LTC: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:12.917162] [DEBUG] [LOCAL     ] Loaded configuration for LTC: 6 features, N/A% accuracy
[2026-01-07T20:36:12.917208] [INFO ] [LOCAL     ] LTC: Loaded 6 optimal features with 50.72% confidence from JSON config
[2026-01-07T20:36:12.917240] [DEBUG] [MAG       ] Building data for symbol: LTC with lookback: 0
[2026-01-07T20:36:12.918032] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-07T20:36:12.918093] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:36:12.922868] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:36:12.924622] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:36:12.925085] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-07T20:36:12.927396] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-07T20:36:12.982117] [DEBUG] [MAG       ] EB: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:13.009343] [DEBUG] [MAG       ] AMAL: Last date is validated at 2026-01-07
[2026-01-07T20:36:13.036177] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2026-01-07T20:36:13.038561] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:13.040489] [INFO ] [LOCAL     ] EB: Saved forecast.
[2026-01-07T20:36:13.040566] [INFO ] [main      ] EB: Signal=1 (Conf=90.0%), Magnitude=-1.70% (Conf=56.4107%)
[2026-01-07T20:36:13.040960] [INFO ] [main      ] Progress: 320/391 forecasts completed (81.8%). EB finished in 0.7s. ETA: 12.0s. Rate: 355.45 forecasts/min
[2026-01-07T20:36:13.041090] [INFO ] [main      ] Fetching symbol history for OFS...
[2026-01-07T20:36:13.041135] [DEBUG] [REMOTE    ] OFS: Fetching historical data.
[2026-01-07T20:36:13.053415] [DEBUG] [REMOTE    ] OFS: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:13.054646] [DEBUG] [LOCAL     ] Loaded configuration for OFS: 6 features, N/A% accuracy
[2026-01-07T20:36:13.054701] [INFO ] [LOCAL     ] OFS: Loaded 6 optimal features with 48.82% confidence from JSON config
[2026-01-07T20:36:13.054731] [DEBUG] [MAG       ] Building data for symbol: OFS with lookback: 0
[2026-01-07T20:36:13.055529] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-07T20:36:13.055618] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:36:13.057301] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:36:13.057838] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:36:13.058270] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:36:13.058696] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-07T20:36:13.065823] [DEBUG] [MAG       ] STRS: Last date is validated at 2026-01-07
[2026-01-07T20:36:13.097644] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-07T20:36:13.098465] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:13.176412] [DEBUG] [MAG       ] AMAL: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:13.231993] [DEBUG] [MAG       ] STRS: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:13.259851] [INFO ] [LOCAL     ] AMAL: Saved forecast.
[2026-01-07T20:36:13.259923] [INFO ] [main      ] AMAL: Signal=1 (Conf=90.0%), Magnitude=1.93% (Conf=50.2965%)
[2026-01-07T20:36:13.260087] [INFO ] [main      ] Fetching symbol history for CSX...
[2026-01-07T20:36:13.260132] [DEBUG] [REMOTE    ] CSX: Fetching historical data.
[2026-01-07T20:36:13.260869] [INFO ] [main      ] Progress: 321/391 forecasts completed (82.1%). AMAL finished in 0.7s. ETA: 11.8s. Rate: 355.12 forecasts/min
[2026-01-07T20:36:13.271067] [DEBUG] [REMOTE    ] CSX: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:13.272228] [DEBUG] [LOCAL     ] Loaded configuration for CSX: 10 features, N/A% accuracy
[2026-01-07T20:36:13.272282] [INFO ] [LOCAL     ] CSX: Loaded 10 optimal features with 64.55% confidence from JSON config
[2026-01-07T20:36:13.272317] [DEBUG] [MAG       ] Building data for symbol: CSX with lookback: 0
[2026-01-07T20:36:13.273133] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2026-01-07T20:36:13.273197] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:36:13.274934] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:36:13.275799] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:36:13.276257] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:36:13.276685] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-07T20:36:13.277462] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-07T20:36:13.278065] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-07T20:36:13.279457] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-07T20:36:13.282378] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-07T20:36:13.284414] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-07T20:36:13.286821] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:13.317503] [INFO ] [LOCAL     ] STRS: Saved forecast.
[2026-01-07T20:36:13.317589] [INFO ] [main      ] STRS: Signal=1 (Conf=90.0%), Magnitude=12.50% (Conf=49.1038%)
[2026-01-07T20:36:13.318255] [INFO ] [main      ] Fetching symbol history for PAGS...
[2026-01-07T20:36:13.318307] [DEBUG] [REMOTE    ] PAGS: Fetching historical data.
[2026-01-07T20:36:13.318651] [INFO ] [main      ] Progress: 322/391 forecasts completed (82.4%). STRS finished in 0.6s. ETA: 11.6s. Rate: 355.84 forecasts/min
[2026-01-07T20:36:13.329554] [DEBUG] [REMOTE    ] PAGS: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:13.330656] [DEBUG] [LOCAL     ] Loaded configuration for PAGS: 3 features, N/A% accuracy
[2026-01-07T20:36:13.330709] [INFO ] [LOCAL     ] PAGS: Loaded 3 optimal features with 47.31% confidence from JSON config
[2026-01-07T20:36:13.330742] [DEBUG] [MAG       ] Building data for symbol: PAGS with lookback: 0
[2026-01-07T20:36:13.331518] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-07T20:36:13.331594] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:36:13.333283] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:36:13.333802] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-07T20:36:13.376681] [DEBUG] [MAG       ] LTC: Last date is validated at 2026-01-07
[2026-01-07T20:36:13.438121] [DEBUG] [MAG       ] OFS: Last date is validated at 2026-01-07
[2026-01-07T20:36:13.447298] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:13.548231] [DEBUG] [MAG       ] LTC: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:13.605323] [DEBUG] [MAG       ] OFS: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:13.623331] [INFO ] [LOCAL     ] LTC: Saved forecast.
[2026-01-07T20:36:13.623402] [INFO ] [main      ] LTC: Signal=1 (Conf=90.0%), Magnitude=1.08% (Conf=50.7224%)
[2026-01-07T20:36:13.623914] [INFO ] [main      ] Fetching symbol history for AGX...
[2026-01-07T20:36:13.623967] [DEBUG] [REMOTE    ] AGX: Fetching historical data.
[2026-01-07T20:36:13.624654] [INFO ] [main      ] Progress: 323/391 forecasts completed (82.6%). LTC finished in 0.7s. ETA: 11.5s. Rate: 354.95 forecasts/min
[2026-01-07T20:36:13.633139] [DEBUG] [MAG       ] CSX: Last date is validated at 2026-01-07
[2026-01-07T20:36:13.637185] [DEBUG] [REMOTE    ] AGX: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:13.638145] [DEBUG] [LOCAL     ] Loaded configuration for AGX: 6 features, N/A% accuracy
[2026-01-07T20:36:13.638203] [INFO ] [LOCAL     ] AGX: Loaded 6 optimal features with 59.73% confidence from JSON config
[2026-01-07T20:36:13.638234] [DEBUG] [MAG       ] Building data for symbol: AGX with lookback: 0
[2026-01-07T20:36:13.639054] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-07T20:36:13.639114] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:36:13.640851] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:36:13.641351] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:36:13.641772] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-07T20:36:13.643391] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-07T20:36:13.644495] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-07T20:36:13.645196] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:13.666089] [INFO ] [LOCAL     ] OFS: Saved forecast.
[2026-01-07T20:36:13.666156] [INFO ] [main      ] OFS: Signal=1 (Conf=90.0%), Magnitude=-0.77% (Conf=48.8237%)
[2026-01-07T20:36:13.666542] [INFO ] [main      ] Progress: 324/391 forecasts completed (82.9%). OFS finished in 0.6s. ETA: 11.3s. Rate: 355.78 forecasts/min
[2026-01-07T20:36:13.666693] [INFO ] [main      ] Fetching symbol history for SY...
[2026-01-07T20:36:13.666736] [DEBUG] [REMOTE    ] SY: Fetching historical data.
[2026-01-07T20:36:13.678080] [DEBUG] [REMOTE    ] SY: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:13.679111] [DEBUG] [LOCAL     ] Loaded configuration for SY: 7 features, N/A% accuracy
[2026-01-07T20:36:13.679163] [INFO ] [LOCAL     ] SY: Loaded 7 optimal features with 42.69% confidence from JSON config
[2026-01-07T20:36:13.679194] [DEBUG] [MAG       ] Building data for symbol: SY with lookback: 0
[2026-01-07T20:36:13.680056] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-07T20:36:13.680119] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:36:13.684942] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-07T20:36:13.685756] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-07T20:36:13.688470] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:36:13.690217] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:36:13.690701] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-07T20:36:13.691763] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-07T20:36:13.693742] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:13.786587] [DEBUG] [MAG       ] PAGS: Last date is validated at 2026-01-07
[2026-01-07T20:36:13.802501] [DEBUG] [MAG       ] CSX: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:13.884388] [INFO ] [LOCAL     ] CSX: Saved forecast.
[2026-01-07T20:36:13.884460] [INFO ] [main      ] CSX: Signal=1 (Conf=90.0%), Magnitude=-3.54% (Conf=64.5468%)
[2026-01-07T20:36:13.884834] [INFO ] [main      ] Fetching symbol history for RBLX...
[2026-01-07T20:36:13.884889] [DEBUG] [REMOTE    ] RBLX: Fetching historical data.
[2026-01-07T20:36:13.885660] [INFO ] [main      ] Progress: 325/391 forecasts completed (83.1%). CSX finished in 0.6s. ETA: 11.1s. Rate: 355.45 forecasts/min
[2026-01-07T20:36:13.895980] [DEBUG] [REMOTE    ] RBLX: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:13.896928] [DEBUG] [LOCAL     ] Loaded configuration for RBLX: 2 features, N/A% accuracy
[2026-01-07T20:36:13.896984] [INFO ] [LOCAL     ] RBLX: Loaded 2 optimal features with 63.92% confidence from JSON config
[2026-01-07T20:36:13.897019] [DEBUG] [MAG       ] Building data for symbol: RBLX with lookback: 0
[2026-01-07T20:36:13.897818] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-07T20:36:13.897879] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:36:13.902861] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-07T20:36:13.918146] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:13.954231] [DEBUG] [MAG       ] PAGS: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:14.000914] [DEBUG] [MAG       ] AGX: Last date is validated at 2026-01-07
[2026-01-07T20:36:14.013960] [INFO ] [LOCAL     ] PAGS: Saved forecast.
[2026-01-07T20:36:14.014029] [INFO ] [main      ] PAGS: Signal=1 (Conf=90.0%), Magnitude=-2.61% (Conf=47.3066%)
[2026-01-07T20:36:14.014391] [INFO ] [main      ] Fetching symbol history for AMLX...
[2026-01-07T20:36:14.014444] [DEBUG] [REMOTE    ] AMLX: Fetching historical data.
[2026-01-07T20:36:14.015673] [INFO ] [main      ] Progress: 326/391 forecasts completed (83.4%). PAGS finished in 0.7s. ETA: 11.0s. Rate: 355.70 forecasts/min
[2026-01-07T20:36:14.025855] [DEBUG] [REMOTE    ] AMLX: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:14.026862] [DEBUG] [LOCAL     ] Loaded configuration for AMLX: 4 features, N/A% accuracy
[2026-01-07T20:36:14.026916] [INFO ] [LOCAL     ] AMLX: Loaded 4 optimal features with 61.30% confidence from JSON config
[2026-01-07T20:36:14.026949] [DEBUG] [MAG       ] Building data for symbol: AMLX with lookback: 0
[2026-01-07T20:36:14.027741] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-07T20:36:14.027802] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:36:14.029465] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:36:14.030015] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-07T20:36:14.031999] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2026-01-07T20:36:14.032284] [DEBUG] [MAG       ] SY: Last date is validated at 2026-01-07
[2026-01-07T20:36:14.033210] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:14.171189] [DEBUG] [MAG       ] AGX: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:14.218869] [DEBUG] [MAG       ] SY: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:14.260201] [DEBUG] [MAG       ] RBLX: Last date is validated at 2026-01-07
[2026-01-07T20:36:14.282546] [INFO ] [LOCAL     ] SY: Saved forecast.
[2026-01-07T20:36:14.282632] [INFO ] [main      ] SY: Signal=1 (Conf=90.0%), Magnitude=-4.78% (Conf=42.6868%)
[2026-01-07T20:36:14.283077] [INFO ] [main      ] Fetching symbol history for TXN...
[2026-01-07T20:36:14.283125] [DEBUG] [REMOTE    ] TXN: Fetching historical data.
[2026-01-07T20:36:14.282990] [INFO ] [main      ] Progress: 327/391 forecasts completed (83.6%). SY finished in 0.6s. ETA: 10.8s. Rate: 355.06 forecasts/min
[2026-01-07T20:36:14.296358] [DEBUG] [REMOTE    ] TXN: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:14.297332] [DEBUG] [LOCAL     ] Loaded configuration for TXN: 11 features, N/A% accuracy
[2026-01-07T20:36:14.297398] [INFO ] [LOCAL     ] TXN: Loaded 11 optimal features with 59.88% confidence from JSON config
[2026-01-07T20:36:14.297431] [DEBUG] [MAG       ] Building data for symbol: TXN with lookback: 0
[2026-01-07T20:36:14.298423] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2026-01-07T20:36:14.298489] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-07T20:36:14.301361] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-07T20:36:14.302344] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-07T20:36:14.304951] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-07T20:36:14.306236] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-07T20:36:14.306529] [INFO ] [LOCAL     ] AGX: Saved forecast.
[2026-01-07T20:36:14.306613] [INFO ] [main      ] AGX: Signal=1 (Conf=90.0%), Magnitude=10.29% (Conf=59.7344%)
[2026-01-07T20:36:14.307280] [INFO ] [main      ] Fetching symbol history for AWRE...
[2026-01-07T20:36:14.307338] [DEBUG] [REMOTE    ] AWRE: Fetching historical data.
[2026-01-07T20:36:14.307658] [INFO ] [main      ] Progress: 328/391 forecasts completed (83.9%). AGX finished in 0.7s. ETA: 10.6s. Rate: 355.99 forecasts/min
[2026-01-07T20:36:14.309601] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-07T20:36:14.312660] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:36:14.314407] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:36:14.314899] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-07T20:36:14.316670] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-07T20:36:14.318826] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2026-01-07T20:36:14.321599] [DEBUG] [REMOTE    ] AWRE: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:14.322364] [DEBUG] [LOCAL     ] Loaded configuration for AWRE: 7 features, N/A% accuracy
[2026-01-07T20:36:14.322416] [INFO ] [LOCAL     ] AWRE: Loaded 7 optimal features with 53.43% confidence from JSON config
[2026-01-07T20:36:14.322449] [DEBUG] [MAG       ] Building data for symbol: AWRE with lookback: 0
[2026-01-07T20:36:14.323256] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-07T20:36:14.323321] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:36:14.324464] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:14.328416] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-07T20:36:14.329680] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-07T20:36:14.372894] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-07T20:36:14.374794] [DEBUG] [MAG       ] AMLX: Last date is validated at 2026-01-07
[2026-01-07T20:36:14.374884] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-07T20:36:14.375758] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-07T20:36:14.377403] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2026-01-07T20:36:14.381013] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:14.429053] [DEBUG] [MAG       ] RBLX: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:14.535894] [INFO ] [LOCAL     ] RBLX: Saved forecast.
[2026-01-07T20:36:14.535963] [INFO ] [main      ] RBLX: Signal=1 (Conf=90.0%), Magnitude=1.74% (Conf=63.9205%)
[2026-01-07T20:36:14.536125] [INFO ] [main      ] Fetching symbol history for BGRN...
[2026-01-07T20:36:14.536169] [DEBUG] [REMOTE    ] BGRN: Fetching historical data.
[2026-01-07T20:36:14.537661] [INFO ] [main      ] Progress: 329/391 forecasts completed (84.1%). RBLX finished in 0.7s. ETA: 10.5s. Rate: 355.60 forecasts/min
[2026-01-07T20:36:14.543698] [DEBUG] [MAG       ] AMLX: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:14.546329] [DEBUG] [REMOTE    ] BGRN: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:14.547351] [DEBUG] [LOCAL     ] Loaded configuration for BGRN: 3 features, N/A% accuracy
[2026-01-07T20:36:14.547402] [INFO ] [LOCAL     ] BGRN: Loaded 3 optimal features with 54.95% confidence from JSON config
[2026-01-07T20:36:14.547434] [DEBUG] [MAG       ] Building data for symbol: BGRN with lookback: 0
[2026-01-07T20:36:14.548216] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-07T20:36:14.548275] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-07T20:36:14.549001] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-07T20:36:14.550975] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-07T20:36:14.565515] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:14.614676] [INFO ] [LOCAL     ] AMLX: Saved forecast.
[2026-01-07T20:36:14.614747] [INFO ] [main      ] AMLX: Signal=1 (Conf=90.0%), Magnitude=1.45% (Conf=61.2954%)
[2026-01-07T20:36:14.615089] [INFO ] [main      ] Fetching symbol history for IPGP...
[2026-01-07T20:36:14.615140] [DEBUG] [REMOTE    ] IPGP: Fetching historical data.
[2026-01-07T20:36:14.615664] [INFO ] [main      ] Progress: 330/391 forecasts completed (84.4%). AMLX finished in 0.6s. ETA: 10.3s. Rate: 356.18 forecasts/min
[2026-01-07T20:36:14.628273] [DEBUG] [REMOTE    ] IPGP: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:14.629288] [DEBUG] [LOCAL     ] Loaded configuration for IPGP: 3 features, N/A% accuracy
[2026-01-07T20:36:14.629344] [INFO ] [LOCAL     ] IPGP: Loaded 3 optimal features with 53.22% confidence from JSON config
[2026-01-07T20:36:14.629376] [DEBUG] [MAG       ] Building data for symbol: IPGP with lookback: 0
[2026-01-07T20:36:14.630221] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-07T20:36:14.630282] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-07T20:36:14.631023] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-07T20:36:14.633378] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-07T20:36:14.634457] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:14.664796] [DEBUG] [MAG       ] TXN: Last date is validated at 2026-01-07
[2026-01-07T20:36:14.746138] [DEBUG] [MAG       ] AWRE: Last date is validated at 2026-01-07
[2026-01-07T20:36:14.829122] [DEBUG] [MAG       ] TXN: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:14.906611] [DEBUG] [MAG       ] BGRN: Last date is validated at 2026-01-07
[2026-01-07T20:36:14.936906] [DEBUG] [MAG       ] AWRE: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:14.972725] [INFO ] [LOCAL     ] TXN: Saved forecast.
[2026-01-07T20:36:14.972801] [INFO ] [main      ] TXN: Signal=1 (Conf=90.0%), Magnitude=-2.00% (Conf=59.876%)
[2026-01-07T20:36:14.973202] [INFO ] [main      ] Fetching symbol history for BBCP...
[2026-01-07T20:36:14.973255] [DEBUG] [REMOTE    ] BBCP: Fetching historical data.
[2026-01-07T20:36:14.973432] [DEBUG] [MAG       ] IPGP: Last date is validated at 2026-01-07
[2026-01-07T20:36:14.974061] [INFO ] [main      ] Progress: 331/391 forecasts completed (84.7%). TXN finished in 0.7s. ETA: 10.1s. Rate: 354.97 forecasts/min
[2026-01-07T20:36:14.986915] [DEBUG] [REMOTE    ] BBCP: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:14.988100] [DEBUG] [LOCAL     ] Loaded configuration for BBCP: 6 features, N/A% accuracy
[2026-01-07T20:36:14.988154] [INFO ] [LOCAL     ] BBCP: Loaded 6 optimal features with 56.34% confidence from JSON config
[2026-01-07T20:36:14.988185] [DEBUG] [MAG       ] Building data for symbol: BBCP with lookback: 0
[2026-01-07T20:36:14.989015] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-07T20:36:14.989078] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:36:14.993946] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-07T20:36:14.994999] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-07T20:36:14.995689] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-07T20:36:14.998608] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-07T20:36:15.001021] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-07T20:36:15.002454] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:15.012597] [INFO ] [LOCAL     ] AWRE: Saved forecast.
[2026-01-07T20:36:15.012664] [INFO ] [main      ] AWRE: Signal=1 (Conf=90.0%), Magnitude=2.22% (Conf=53.4311%)
[2026-01-07T20:36:15.013101] [INFO ] [main      ] Fetching symbol history for UPWK...
[2026-01-07T20:36:15.013153] [DEBUG] [REMOTE    ] UPWK: Fetching historical data.
[2026-01-07T20:36:15.013667] [INFO ] [main      ] Progress: 332/391 forecasts completed (84.9%). AWRE finished in 0.7s. ETA: 9.9s. Rate: 355.79 forecasts/min
[2026-01-07T20:36:15.024689] [DEBUG] [REMOTE    ] UPWK: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:15.025747] [DEBUG] [LOCAL     ] Loaded configuration for UPWK: 4 features, N/A% accuracy
[2026-01-07T20:36:15.025799] [INFO ] [LOCAL     ] UPWK: Loaded 4 optimal features with 49.36% confidence from JSON config
[2026-01-07T20:36:15.025830] [DEBUG] [MAG       ] Building data for symbol: UPWK with lookback: 0
[2026-01-07T20:36:15.026617] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-07T20:36:15.026677] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-07T20:36:15.027532] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-07T20:36:15.030021] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-07T20:36:15.030791] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-07T20:36:15.032426] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:15.089189] [DEBUG] [MAG       ] BGRN: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:15.142890] [DEBUG] [MAG       ] IPGP: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:15.152986] [INFO ] [LOCAL     ] BGRN: Saved forecast.
[2026-01-07T20:36:15.153061] [INFO ] [main      ] BGRN: Signal=1 (Conf=90.0%), Magnitude=0.16% (Conf=54.9535%)
[2026-01-07T20:36:15.153430] [INFO ] [main      ] Fetching symbol history for MOH...
[2026-01-07T20:36:15.153484] [DEBUG] [REMOTE    ] MOH: Fetching historical data.
[2026-01-07T20:36:15.154661] [INFO ] [main      ] Progress: 333/391 forecasts completed (85.2%). BGRN finished in 0.6s. ETA: 9.8s. Rate: 355.96 forecasts/min
[2026-01-07T20:36:15.165010] [DEBUG] [REMOTE    ] MOH: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:15.166042] [DEBUG] [LOCAL     ] Loaded configuration for MOH: 2 features, N/A% accuracy
[2026-01-07T20:36:15.166290] [INFO ] [LOCAL     ] MOH: Loaded 2 optimal features with 49.48% confidence from JSON config
[2026-01-07T20:36:15.166335] [DEBUG] [MAG       ] Building data for symbol: MOH with lookback: 0
[2026-01-07T20:36:15.167206] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-07T20:36:15.167280] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:36:15.173413] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-07T20:36:15.226496] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:15.246099] [INFO ] [LOCAL     ] IPGP: Saved forecast.
[2026-01-07T20:36:15.246168] [INFO ] [main      ] IPGP: Signal=1 (Conf=90.0%), Magnitude=-4.52% (Conf=53.2185%)
[2026-01-07T20:36:15.246534] [INFO ] [main      ] Fetching symbol history for FC...
[2026-01-07T20:36:15.246603] [DEBUG] [REMOTE    ] FC: Fetching historical data.
[2026-01-07T20:36:15.246656] [INFO ] [main      ] Progress: 334/391 forecasts completed (85.4%). IPGP finished in 0.6s. ETA: 9.6s. Rate: 356.45 forecasts/min
[2026-01-07T20:36:15.258356] [DEBUG] [REMOTE    ] FC: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:15.259324] [DEBUG] [LOCAL     ] Loaded configuration for FC: 3 features, N/A% accuracy
[2026-01-07T20:36:15.259376] [INFO ] [LOCAL     ] FC: Loaded 3 optimal features with 61.96% confidence from JSON config
[2026-01-07T20:36:15.259407] [DEBUG] [MAG       ] Building data for symbol: FC with lookback: 0
[2026-01-07T20:36:15.260209] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-07T20:36:15.260268] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:36:15.261948] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:36:15.262443] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-07T20:36:15.263963] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:15.347807] [DEBUG] [MAG       ] BBCP: Last date is validated at 2026-01-07
[2026-01-07T20:36:15.379921] [DEBUG] [MAG       ] UPWK: Last date is validated at 2026-01-07
[2026-01-07T20:36:15.515618] [DEBUG] [MAG       ] BBCP: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:15.550743] [DEBUG] [MAG       ] UPWK: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:15.596936] [DEBUG] [MAG       ] MOH: Last date is validated at 2026-01-07
[2026-01-07T20:36:15.606081] [DEBUG] [MAG       ] FC: Last date is validated at 2026-01-07
[2026-01-07T20:36:15.623739] [INFO ] [LOCAL     ] UPWK: Saved forecast.
[2026-01-07T20:36:15.623805] [INFO ] [main      ] UPWK: Signal=1 (Conf=90.0%), Magnitude=-1.06% (Conf=49.3574%)
[2026-01-07T20:36:15.624265] [INFO ] [main      ] Fetching symbol history for TD...
[2026-01-07T20:36:15.624318] [DEBUG] [REMOTE    ] TD: Fetching historical data.
[2026-01-07T20:36:15.624401] [INFO ] [main      ] Progress: 335/391 forecasts completed (85.7%). UPWK finished in 0.6s. ETA: 9.5s. Rate: 355.13 forecasts/min
[2026-01-07T20:36:15.635395] [DEBUG] [REMOTE    ] TD: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:15.636602] [DEBUG] [LOCAL     ] Loaded configuration for TD: 5 features, N/A% accuracy
[2026-01-07T20:36:15.636656] [INFO ] [LOCAL     ] TD: Loaded 5 optimal features with 45.19% confidence from JSON config
[2026-01-07T20:36:15.636687] [DEBUG] [MAG       ] Building data for symbol: TD with lookback: 0
[2026-01-07T20:36:15.637448] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-07T20:36:15.639266] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:36:15.645391] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-07T20:36:15.650044] [INFO ] [LOCAL     ] BBCP: Saved forecast.
[2026-01-07T20:36:15.650108] [INFO ] [main      ] BBCP: Signal=1 (Conf=90.0%), Magnitude=2.49% (Conf=56.3402%)
[2026-01-07T20:36:15.650410] [INFO ] [main      ] Fetching symbol history for DJCO...
[2026-01-07T20:36:15.650460] [DEBUG] [REMOTE    ] DJCO: Fetching historical data.
[2026-01-07T20:36:15.651349] [INFO ] [main      ] Progress: 336/391 forecasts completed (85.9%). BBCP finished in 0.7s. ETA: 9.3s. Rate: 356.02 forecasts/min
[2026-01-07T20:36:15.661860] [DEBUG] [REMOTE    ] DJCO: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:15.662686] [DEBUG] [LOCAL     ] Loaded configuration for DJCO: 4 features, N/A% accuracy
[2026-01-07T20:36:15.662743] [INFO ] [LOCAL     ] DJCO: Loaded 4 optimal features with 58.58% confidence from JSON config
[2026-01-07T20:36:15.662775] [DEBUG] [MAG       ] Building data for symbol: DJCO with lookback: 0
[2026-01-07T20:36:15.663536] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-07T20:36:15.663648] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:36:15.668451] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-07T20:36:15.669276] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-07T20:36:15.671686] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-07T20:36:15.672654] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:15.684367] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-07T20:36:15.686661] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-07T20:36:15.688671] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2026-01-07T20:36:15.689878] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:15.772778] [DEBUG] [MAG       ] FC: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:15.775701] [DEBUG] [MAG       ] MOH: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:15.855937] [INFO ] [LOCAL     ] FC: Saved forecast.
[2026-01-07T20:36:15.856003] [INFO ] [main      ] FC: Signal=1 (Conf=90.0%), Magnitude=-1.27% (Conf=61.961%)
[2026-01-07T20:36:15.856350] [INFO ] [main      ] Fetching symbol history for TFIN...
[2026-01-07T20:36:15.856401] [DEBUG] [REMOTE    ] TFIN: Fetching historical data.
[2026-01-07T20:36:15.856665] [INFO ] [main      ] Progress: 337/391 forecasts completed (86.2%). FC finished in 0.6s. ETA: 9.1s. Rate: 355.79 forecasts/min
[2026-01-07T20:36:15.867564] [DEBUG] [REMOTE    ] TFIN: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:15.868653] [DEBUG] [LOCAL     ] Loaded configuration for TFIN: 5 features, N/A% accuracy
[2026-01-07T20:36:15.868706] [INFO ] [LOCAL     ] TFIN: Loaded 5 optimal features with 48.68% confidence from JSON config
[2026-01-07T20:36:15.868738] [DEBUG] [MAG       ] Building data for symbol: TFIN with lookback: 0
[2026-01-07T20:36:15.869545] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-07T20:36:15.869627] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:36:15.871293] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:36:15.871806] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:36:15.872196] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-07T20:36:15.911343] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-07T20:36:15.923520] [INFO ] [LOCAL     ] MOH: Saved forecast.
[2026-01-07T20:36:15.923610] [INFO ] [main      ] MOH: Signal=1 (Conf=90.0%), Magnitude=4.65% (Conf=49.4823%)
[2026-01-07T20:36:15.923980] [INFO ] [main      ] Fetching symbol history for SRI...
[2026-01-07T20:36:15.924030] [DEBUG] [REMOTE    ] SRI: Fetching historical data.
[2026-01-07T20:36:15.924645] [INFO ] [main      ] Progress: 338/391 forecasts completed (86.4%). MOH finished in 0.8s. ETA: 8.9s. Rate: 356.42 forecasts/min
[2026-01-07T20:36:15.934949] [DEBUG] [REMOTE    ] SRI: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:15.936043] [DEBUG] [LOCAL     ] Loaded configuration for SRI: 5 features, N/A% accuracy
[2026-01-07T20:36:15.936097] [INFO ] [LOCAL     ] SRI: Loaded 5 optimal features with 48.84% confidence from JSON config
[2026-01-07T20:36:15.936130] [DEBUG] [MAG       ] Building data for symbol: SRI with lookback: 0
[2026-01-07T20:36:15.936955] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-07T20:36:15.937017] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-07T20:36:15.939459] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-07T20:36:15.941297] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-07T20:36:15.960758] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:15.981912] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-07T20:36:15.984068] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-07T20:36:16.002264] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:16.005564] [DEBUG] [MAG       ] DJCO: Last date is validated at 2026-01-07
[2026-01-07T20:36:16.041753] [DEBUG] [MAG       ] TD: Last date is validated at 2026-01-07
[2026-01-07T20:36:16.170789] [DEBUG] [MAG       ] DJCO: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:16.211410] [DEBUG] [MAG       ] TD: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:16.297900] [DEBUG] [MAG       ] TFIN: Last date is validated at 2026-01-07
[2026-01-07T20:36:16.303528] [INFO ] [LOCAL     ] TD: Saved forecast.
[2026-01-07T20:36:16.303657] [INFO ] [main      ] TD: Signal=1 (Conf=90.0%), Magnitude=0.04% (Conf=45.1902%)
[2026-01-07T20:36:16.304032] [INFO ] [main      ] Fetching symbol history for BWIN...
[2026-01-07T20:36:16.304083] [DEBUG] [REMOTE    ] BWIN: Fetching historical data.
[2026-01-07T20:36:16.304104] [INFO ] [main      ] Progress: 339/391 forecasts completed (86.7%). TD finished in 0.7s. ETA: 8.8s. Rate: 355.11 forecasts/min
[2026-01-07T20:36:16.317287] [DEBUG] [REMOTE    ] BWIN: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:16.318238] [DEBUG] [LOCAL     ] Loaded configuration for BWIN: 11 features, N/A% accuracy
[2026-01-07T20:36:16.318289] [INFO ] [LOCAL     ] BWIN: Loaded 11 optimal features with 70.13% confidence from JSON config
[2026-01-07T20:36:16.318320] [DEBUG] [MAG       ] Building data for symbol: BWIN with lookback: 0
[2026-01-07T20:36:16.319125] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2026-01-07T20:36:16.319189] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:36:16.323976] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-07T20:36:16.324800] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-07T20:36:16.325625] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-07T20:36:16.326607] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-07T20:36:16.332249] [INFO ] [LOCAL     ] DJCO: Saved forecast.
[2026-01-07T20:36:16.332321] [INFO ] [main      ] DJCO: Signal=1 (Conf=90.0%), Magnitude=0.14% (Conf=58.5776%)
[2026-01-07T20:36:16.332493] [INFO ] [main      ] Fetching symbol history for DTIL...
[2026-01-07T20:36:16.332537] [DEBUG] [REMOTE    ] DTIL: Fetching historical data.
[2026-01-07T20:36:16.333642] [INFO ] [main      ] Progress: 340/391 forecasts completed (87.0%). DJCO finished in 0.7s. ETA: 8.6s. Rate: 355.97 forecasts/min
[2026-01-07T20:36:16.335364] [DEBUG] [MAG       ] SRI: Last date is validated at 2026-01-07
[2026-01-07T20:36:16.344266] [DEBUG] [REMOTE    ] DTIL: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:16.345106] [DEBUG] [LOCAL     ] Loaded configuration for DTIL: 2 features, N/A% accuracy
[2026-01-07T20:36:16.345157] [INFO ] [LOCAL     ] DTIL: Loaded 2 optimal features with 55.74% confidence from JSON config
[2026-01-07T20:36:16.345190] [DEBUG] [MAG       ] Building data for symbol: DTIL with lookback: 0
[2026-01-07T20:36:16.345988] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-07T20:36:16.346046] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:36:16.350851] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-07T20:36:16.352135] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:16.375343] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-07T20:36:16.376262] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-07T20:36:16.376948] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:36:16.378748] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:36:16.379243] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-07T20:36:16.380385] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-07T20:36:16.382388] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:16.468059] [DEBUG] [MAG       ] TFIN: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:16.499642] [DEBUG] [MAG       ] SRI: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:16.570630] [INFO ] [LOCAL     ] TFIN: Saved forecast.
[2026-01-07T20:36:16.570699] [INFO ] [main      ] TFIN: Signal=1 (Conf=90.0%), Magnitude=1.37% (Conf=48.6796%)
[2026-01-07T20:36:16.571386] [INFO ] [main      ] Fetching symbol history for DASH...
[2026-01-07T20:36:16.571440] [DEBUG] [REMOTE    ] DASH: Fetching historical data.
[2026-01-07T20:36:16.571659] [INFO ] [main      ] Progress: 341/391 forecasts completed (87.2%). TFIN finished in 0.7s. ETA: 8.4s. Rate: 355.54 forecasts/min
[2026-01-07T20:36:16.573461] [INFO ] [LOCAL     ] SRI: Saved forecast.
[2026-01-07T20:36:16.573527] [INFO ] [main      ] SRI: Signal=1 (Conf=90.0%), Magnitude=-5.58% (Conf=48.8376%)
[2026-01-07T20:36:16.573986] [INFO ] [main      ] Fetching symbol history for SOCL...
[2026-01-07T20:36:16.574039] [DEBUG] [REMOTE    ] SOCL: Fetching historical data.
[2026-01-07T20:36:16.574638] [INFO ] [main      ] Progress: 342/391 forecasts completed (87.5%). SRI finished in 0.6s. ETA: 8.2s. Rate: 356.56 forecasts/min
[2026-01-07T20:36:16.583464] [DEBUG] [REMOTE    ] DASH: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:16.584616] [DEBUG] [LOCAL     ] Loaded configuration for DASH: 3 features, N/A% accuracy
[2026-01-07T20:36:16.584560] [DEBUG] [REMOTE    ] SOCL: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:16.584667] [INFO ] [LOCAL     ] DASH: Loaded 3 optimal features with 68.08% confidence from JSON config
[2026-01-07T20:36:16.584704] [DEBUG] [MAG       ] Building data for symbol: DASH with lookback: 0
[2026-01-07T20:36:16.585515] [DEBUG] [LOCAL     ] Loaded configuration for SOCL: 5 features, N/A% accuracy
[2026-01-07T20:36:16.585567] [INFO ] [LOCAL     ] SOCL: Loaded 5 optimal features with 52.17% confidence from JSON config
[2026-01-07T20:36:16.585892] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-07T20:36:16.585941] [DEBUG] [MAG       ] Building data for symbol: SOCL with lookback: 0
[2026-01-07T20:36:16.585952] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:36:16.586714] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-07T20:36:16.586774] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:36:16.590798] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-07T20:36:16.591591] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:36:16.591800] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-07T20:36:16.593310] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:36:16.593593] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:16.593807] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:36:16.594189] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-07T20:36:16.594938] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:16.687301] [DEBUG] [MAG       ] DTIL: Last date is validated at 2026-01-07
[2026-01-07T20:36:16.721833] [DEBUG] [MAG       ] BWIN: Last date is validated at 2026-01-07
[2026-01-07T20:36:16.855261] [DEBUG] [MAG       ] DTIL: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:16.891406] [DEBUG] [MAG       ] BWIN: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:16.917786] [INFO ] [LOCAL     ] DTIL: Saved forecast.
[2026-01-07T20:36:16.917852] [INFO ] [main      ] DTIL: Signal=1 (Conf=90.0%), Magnitude=-2.68% (Conf=55.7434%)
[2026-01-07T20:36:16.918215] [INFO ] [main      ] Progress: 343/391 forecasts completed (87.7%). DTIL finished in 0.6s. ETA: 8.1s. Rate: 355.48 forecasts/min
[2026-01-07T20:36:16.918336] [INFO ] [main      ] Fetching symbol history for RES...
[2026-01-07T20:36:16.918378] [DEBUG] [REMOTE    ] RES: Fetching historical data.
[2026-01-07T20:36:16.928774] [DEBUG] [MAG       ] SOCL: Last date is validated at 2026-01-07
[2026-01-07T20:36:16.929522] [DEBUG] [REMOTE    ] RES: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:16.930617] [DEBUG] [LOCAL     ] Loaded configuration for RES: 4 features, N/A% accuracy
[2026-01-07T20:36:16.930669] [INFO ] [LOCAL     ] RES: Loaded 4 optimal features with 47.36% confidence from JSON config
[2026-01-07T20:36:16.930700] [DEBUG] [MAG       ] Building data for symbol: RES with lookback: 0
[2026-01-07T20:36:16.931029] [DEBUG] [MAG       ] DASH: Last date is validated at 2026-01-07
[2026-01-07T20:36:16.931462] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-07T20:36:16.931522] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:36:16.933215] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:36:16.933740] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:36:16.934128] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2026-01-07T20:36:16.939888] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:16.985812] [INFO ] [LOCAL     ] BWIN: Saved forecast.
[2026-01-07T20:36:16.985880] [INFO ] [main      ] BWIN: Signal=1 (Conf=90.0%), Magnitude=1.25% (Conf=70.1268%)
[2026-01-07T20:36:16.986258] [INFO ] [main      ] Fetching symbol history for AMWL...
[2026-01-07T20:36:16.986310] [DEBUG] [REMOTE    ] AMWL: Fetching historical data.
[2026-01-07T20:36:16.987645] [INFO ] [main      ] Progress: 344/391 forecasts completed (88.0%). BWIN finished in 0.7s. ETA: 7.9s. Rate: 356.09 forecasts/min
[2026-01-07T20:36:16.999850] [DEBUG] [REMOTE    ] AMWL: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:17.000741] [DEBUG] [LOCAL     ] Loaded configuration for AMWL: 5 features, N/A% accuracy
[2026-01-07T20:36:17.000794] [INFO ] [LOCAL     ] AMWL: Loaded 5 optimal features with 55.29% confidence from JSON config
[2026-01-07T20:36:17.000826] [DEBUG] [MAG       ] Building data for symbol: AMWL with lookback: 0
[2026-01-07T20:36:17.001611] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-07T20:36:17.001671] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:36:17.006364] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-07T20:36:17.007180] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-07T20:36:17.009449] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-07T20:36:17.092514] [DEBUG] [MAG       ] SOCL: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:17.095862] [DEBUG] [MAG       ] DASH: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:17.123656] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-07T20:36:17.124636] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:17.169301] [INFO ] [LOCAL     ] SOCL: Saved forecast.
[2026-01-07T20:36:17.169367] [INFO ] [main      ] SOCL: Signal=1 (Conf=90.0%), Magnitude=1.32% (Conf=52.1701%)
[2026-01-07T20:36:17.169551] [INFO ] [main      ] Fetching symbol history for TBB...
[2026-01-07T20:36:17.169611] [DEBUG] [REMOTE    ] TBB: Fetching historical data.
[2026-01-07T20:36:17.170662] [INFO ] [main      ] Progress: 345/391 forecasts completed (88.2%). SOCL finished in 0.6s. ETA: 7.8s. Rate: 356.00 forecasts/min
[2026-01-07T20:36:17.182612] [DEBUG] [REMOTE    ] TBB: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:17.183525] [DEBUG] [LOCAL     ] Loaded configuration for TBB: 7 features, N/A% accuracy
[2026-01-07T20:36:17.183593] [INFO ] [LOCAL     ] TBB: Loaded 7 optimal features with 56.08% confidence from JSON config
[2026-01-07T20:36:17.183627] [DEBUG] [MAG       ] Building data for symbol: TBB with lookback: 0
[2026-01-07T20:36:17.184388] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-07T20:36:17.184459] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:36:17.189170] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:36:17.190924] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:36:17.191382] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:36:17.191781] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-07T20:36:17.192635] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-07T20:36:17.194942] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-07T20:36:17.195566] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:17.216649] [INFO ] [LOCAL     ] DASH: Saved forecast.
[2026-01-07T20:36:17.216718] [INFO ] [main      ] DASH: Signal=1 (Conf=90.0%), Magnitude=6.81% (Conf=68.0828%)
[2026-01-07T20:36:17.216881] [INFO ] [main      ] Fetching symbol history for NKTX...
[2026-01-07T20:36:17.216925] [DEBUG] [REMOTE    ] NKTX: Fetching historical data.
[2026-01-07T20:36:17.218646] [INFO ] [main      ] Progress: 346/391 forecasts completed (88.5%). DASH finished in 0.6s. ETA: 7.6s. Rate: 356.74 forecasts/min
[2026-01-07T20:36:17.229810] [DEBUG] [REMOTE    ] NKTX: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:17.230703] [DEBUG] [LOCAL     ] Loaded configuration for NKTX: 7 features, N/A% accuracy
[2026-01-07T20:36:17.230756] [INFO ] [LOCAL     ] NKTX: Loaded 7 optimal features with 63.97% confidence from JSON config
[2026-01-07T20:36:17.230788] [DEBUG] [MAG       ] Building data for symbol: NKTX with lookback: 0
[2026-01-07T20:36:17.231556] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-07T20:36:17.231644] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:36:17.233313] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:36:17.233833] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:36:17.234271] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-07T20:36:17.235185] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-07T20:36:17.275358] [DEBUG] [MAG       ] RES: Last date is validated at 2026-01-07
[2026-01-07T20:36:17.345452] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-07T20:36:17.350088] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2026-01-07T20:36:17.352903] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:17.446859] [DEBUG] [MAG       ] RES: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:17.465981] [DEBUG] [MAG       ] AMWL: Last date is validated at 2026-01-07
[2026-01-07T20:36:17.504741] [INFO ] [LOCAL     ] RES: Saved forecast.
[2026-01-07T20:36:17.504809] [INFO ] [main      ] RES: Signal=1 (Conf=90.0%), Magnitude=1.14% (Conf=47.3624%)
[2026-01-07T20:36:17.505160] [INFO ] [main      ] Progress: 347/391 forecasts completed (88.7%). RES finished in 0.6s. ETA: 7.4s. Rate: 356.02 forecasts/min
[2026-01-07T20:36:17.505284] [INFO ] [main      ] Fetching symbol history for APO...
[2026-01-07T20:36:17.505326] [DEBUG] [REMOTE    ] APO: Fetching historical data.
[2026-01-07T20:36:17.517474] [DEBUG] [REMOTE    ] APO: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:17.519540] [DEBUG] [LOCAL     ] Loaded configuration for APO: 3 features, N/A% accuracy
[2026-01-07T20:36:17.519608] [INFO ] [LOCAL     ] APO: Loaded 3 optimal features with 57.05% confidence from JSON config
[2026-01-07T20:36:17.519641] [DEBUG] [MAG       ] Building data for symbol: APO with lookback: 0
[2026-01-07T20:36:17.520676] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-07T20:36:17.520736] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:36:17.525995] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-07T20:36:17.528430] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-07T20:36:17.529158] [DEBUG] [MAG       ] TBB: Last date is validated at 2026-01-07
[2026-01-07T20:36:17.604478] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:17.641780] [DEBUG] [MAG       ] AMWL: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:17.690366] [DEBUG] [MAG       ] NKTX: Last date is validated at 2026-01-07
[2026-01-07T20:36:17.693964] [DEBUG] [MAG       ] TBB: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:17.716606] [INFO ] [LOCAL     ] AMWL: Saved forecast.
[2026-01-07T20:36:17.716674] [INFO ] [main      ] AMWL: Signal=1 (Conf=90.0%), Magnitude=10.35% (Conf=55.2857%)
[2026-01-07T20:36:17.717046] [INFO ] [main      ] Fetching symbol history for SAFE...
[2026-01-07T20:36:17.717098] [DEBUG] [REMOTE    ] SAFE: Fetching historical data.
[2026-01-07T20:36:17.717678] [INFO ] [main      ] Progress: 348/391 forecasts completed (89.0%). AMWL finished in 0.7s. ETA: 7.3s. Rate: 355.75 forecasts/min
[2026-01-07T20:36:17.731475] [DEBUG] [REMOTE    ] SAFE: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:17.732475] [DEBUG] [LOCAL     ] Loaded configuration for SAFE: 3 features, N/A% accuracy
[2026-01-07T20:36:17.732528] [INFO ] [LOCAL     ] SAFE: Loaded 3 optimal features with 54.64% confidence from JSON config
[2026-01-07T20:36:17.732558] [DEBUG] [MAG       ] Building data for symbol: SAFE with lookback: 0
[2026-01-07T20:36:17.733354] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-07T20:36:17.733414] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:36:17.738171] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-07T20:36:17.739455] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-07T20:36:17.741796] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:17.755837] [INFO ] [LOCAL     ] TBB: Saved forecast.
[2026-01-07T20:36:17.755904] [INFO ] [main      ] TBB: Signal=1 (Conf=90.0%), Magnitude=-0.34% (Conf=56.0761%)
[2026-01-07T20:36:17.756266] [INFO ] [main      ] Fetching symbol history for HSAI...
[2026-01-07T20:36:17.756316] [DEBUG] [REMOTE    ] HSAI: Fetching historical data.
[2026-01-07T20:36:17.757662] [INFO ] [main      ] Progress: 349/391 forecasts completed (89.3%). TBB finished in 0.6s. ETA: 7.1s. Rate: 356.53 forecasts/min
[2026-01-07T20:36:17.770243] [DEBUG] [REMOTE    ] HSAI: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:17.771308] [DEBUG] [LOCAL     ] Loaded configuration for HSAI: 2 features, N/A% accuracy
[2026-01-07T20:36:17.771360] [INFO ] [LOCAL     ] HSAI: Loaded 2 optimal features with 63.94% confidence from JSON config
[2026-01-07T20:36:17.771391] [DEBUG] [MAG       ] Building data for symbol: HSAI with lookback: 0
[2026-01-07T20:36:17.772195] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-07T20:36:17.772254] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-07T20:36:17.773152] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-07T20:36:17.811481] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:17.860780] [DEBUG] [MAG       ] NKTX: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:17.920499] [INFO ] [LOCAL     ] NKTX: Saved forecast.
[2026-01-07T20:36:17.920583] [INFO ] [main      ] NKTX: Signal=1 (Conf=90.0%), Magnitude=3.67% (Conf=63.9722%)
[2026-01-07T20:36:17.920928] [INFO ] [main      ] Fetching symbol history for AMPL...
[2026-01-07T20:36:17.920978] [DEBUG] [REMOTE    ] AMPL: Fetching historical data.
[2026-01-07T20:36:17.922648] [INFO ] [main      ] Progress: 350/391 forecasts completed (89.5%). NKTX finished in 0.7s. ETA: 6.9s. Rate: 356.55 forecasts/min
[2026-01-07T20:36:17.933030] [DEBUG] [REMOTE    ] AMPL: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:17.934201] [DEBUG] [LOCAL     ] Loaded configuration for AMPL: 3 features, N/A% accuracy
[2026-01-07T20:36:17.934253] [INFO ] [LOCAL     ] AMPL: Loaded 3 optimal features with 54.27% confidence from JSON config
[2026-01-07T20:36:17.934285] [DEBUG] [MAG       ] Building data for symbol: AMPL with lookback: 0
[2026-01-07T20:36:17.935076] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-07T20:36:17.935135] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:36:17.939943] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-07T20:36:17.941630] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-07T20:36:17.956486] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:17.958125] [DEBUG] [MAG       ] APO: Last date is validated at 2026-01-07
[2026-01-07T20:36:18.086346] [DEBUG] [MAG       ] SAFE: Last date is validated at 2026-01-07
[2026-01-07T20:36:18.122741] [DEBUG] [MAG       ] APO: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:18.143807] [DEBUG] [MAG       ] HSAI: Last date is validated at 2026-01-07
[2026-01-07T20:36:18.250954] [INFO ] [LOCAL     ] APO: Saved forecast.
[2026-01-07T20:36:18.251025] [INFO ] [main      ] APO: Signal=1 (Conf=90.0%), Magnitude=-4.26% (Conf=57.0547%)
[2026-01-07T20:36:18.251380] [INFO ] [main      ] Progress: 351/391 forecasts completed (89.8%). APO finished in 0.7s. ETA: 6.7s. Rate: 355.59 forecasts/min
[2026-01-07T20:36:18.251503] [INFO ] [main      ] Fetching symbol history for DUKB...
[2026-01-07T20:36:18.251546] [DEBUG] [REMOTE    ] DUKB: Fetching historical data.
[2026-01-07T20:36:18.254651] [DEBUG] [MAG       ] SAFE: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:18.262988] [DEBUG] [REMOTE    ] DUKB: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:18.264649] [DEBUG] [LOCAL     ] Loaded configuration for DUKB: 2 features, N/A% accuracy
[2026-01-07T20:36:18.264714] [INFO ] [LOCAL     ] DUKB: Loaded 2 optimal features with 44.28% confidence from JSON config
[2026-01-07T20:36:18.264745] [DEBUG] [MAG       ] Building data for symbol: DUKB with lookback: 0
[2026-01-07T20:36:18.265538] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-07T20:36:18.265614] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-07T20:36:18.267551] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-07T20:36:18.282172] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:18.296824] [DEBUG] [MAG       ] AMPL: Last date is validated at 2026-01-07
[2026-01-07T20:36:18.309779] [DEBUG] [MAG       ] HSAI: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:18.327875] [INFO ] [LOCAL     ] SAFE: Saved forecast.
[2026-01-07T20:36:18.327946] [INFO ] [main      ] SAFE: Signal=1 (Conf=90.0%), Magnitude=2.48% (Conf=54.6429%)
[2026-01-07T20:36:18.328116] [INFO ] [main      ] Fetching symbol history for BRZE...
[2026-01-07T20:36:18.328162] [DEBUG] [REMOTE    ] BRZE: Fetching historical data.
[2026-01-07T20:36:18.328851] [INFO ] [main      ] Progress: 352/391 forecasts completed (90.0%). SAFE finished in 0.6s. ETA: 6.6s. Rate: 356.13 forecasts/min
[2026-01-07T20:36:18.339917] [DEBUG] [REMOTE    ] BRZE: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:18.340890] [DEBUG] [LOCAL     ] Loaded configuration for BRZE: 6 features, N/A% accuracy
[2026-01-07T20:36:18.340951] [INFO ] [LOCAL     ] BRZE: Loaded 6 optimal features with 56.40% confidence from JSON config
[2026-01-07T20:36:18.340987] [DEBUG] [MAG       ] Building data for symbol: BRZE with lookback: 0
[2026-01-07T20:36:18.341812] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-07T20:36:18.341874] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:36:18.346821] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-07T20:36:18.348597] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-07T20:36:18.349365] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-07T20:36:18.350679] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-07T20:36:18.353352] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2026-01-07T20:36:18.354724] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:18.394703] [INFO ] [LOCAL     ] HSAI: Saved forecast.
[2026-01-07T20:36:18.394773] [INFO ] [main      ] HSAI: Signal=1 (Conf=90.0%), Magnitude=3.79% (Conf=63.9359%)
[2026-01-07T20:36:18.394932] [INFO ] [main      ] Fetching symbol history for STKH...
[2026-01-07T20:36:18.394989] [DEBUG] [REMOTE    ] STKH: Fetching historical data.
[2026-01-07T20:36:18.395900] [INFO ] [main      ] Progress: 353/391 forecasts completed (90.3%). HSAI finished in 0.6s. ETA: 6.4s. Rate: 356.74 forecasts/min
[2026-01-07T20:36:18.405378] [DEBUG] [REMOTE    ] STKH: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:18.406299] [DEBUG] [LOCAL     ] Loaded configuration for STKH: 5 features, N/A% accuracy
[2026-01-07T20:36:18.406351] [INFO ] [LOCAL     ] STKH: Loaded 5 optimal features with 33.49% confidence from JSON config
[2026-01-07T20:36:18.406382] [DEBUG] [MAG       ] Building data for symbol: STKH with lookback: 0
[2026-01-07T20:36:18.407175] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-07T20:36:18.407235] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:36:18.412007] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:36:18.413770] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:36:18.414232] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:36:18.414630] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-07T20:36:18.415344] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:18.464982] [DEBUG] [MAG       ] AMPL: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:18.535527] [INFO ] [LOCAL     ] AMPL: Saved forecast.
[2026-01-07T20:36:18.535613] [INFO ] [main      ] AMPL: Signal=1 (Conf=90.0%), Magnitude=0.13% (Conf=54.2686%)
[2026-01-07T20:36:18.535947] [INFO ] [main      ] Fetching symbol history for DHI...
[2026-01-07T20:36:18.535997] [DEBUG] [REMOTE    ] DHI: Fetching historical data.
[2026-01-07T20:36:18.536668] [INFO ] [main      ] Progress: 354/391 forecasts completed (90.5%). AMPL finished in 0.6s. ETA: 6.2s. Rate: 356.91 forecasts/min
[2026-01-07T20:36:18.548480] [DEBUG] [REMOTE    ] DHI: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:18.550140] [DEBUG] [LOCAL     ] Loaded configuration for DHI: 5 features, N/A% accuracy
[2026-01-07T20:36:18.550193] [INFO ] [LOCAL     ] DHI: Loaded 5 optimal features with 50.77% confidence from JSON config
[2026-01-07T20:36:18.550372] [DEBUG] [MAG       ] Building data for symbol: DHI with lookback: 0
[2026-01-07T20:36:18.551162] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-07T20:36:18.551222] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:36:18.556213] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:36:18.557978] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:36:18.558653] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-07T20:36:18.643844] [DEBUG] [MAG       ] DUKB: Last date is validated at 2026-01-07
[2026-01-07T20:36:18.670702] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-07T20:36:18.673640] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:18.697900] [DEBUG] [MAG       ] BRZE: Last date is validated at 2026-01-07
[2026-01-07T20:36:18.751293] [DEBUG] [MAG       ] STKH: Last date is validated at 2026-01-07
[2026-01-07T20:36:18.825200] [DEBUG] [MAG       ] DUKB: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:18.862232] [DEBUG] [MAG       ] BRZE: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:18.887179] [INFO ] [LOCAL     ] DUKB: Saved forecast.
[2026-01-07T20:36:18.887246] [INFO ] [main      ] DUKB: Signal=1 (Conf=90.0%), Magnitude=-0.15% (Conf=44.2832%)
[2026-01-07T20:36:18.887633] [INFO ] [main      ] Progress: 355/391 forecasts completed (90.8%). DUKB finished in 0.6s. ETA: 6.1s. Rate: 355.82 forecasts/min
[2026-01-07T20:36:18.887815] [INFO ] [main      ] Fetching symbol history for ARVN...
[2026-01-07T20:36:18.887862] [DEBUG] [REMOTE    ] ARVN: Fetching historical data.
[2026-01-07T20:36:18.902363] [DEBUG] [REMOTE    ] ARVN: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:18.903265] [DEBUG] [LOCAL     ] Loaded configuration for ARVN: 4 features, N/A% accuracy
[2026-01-07T20:36:18.903317] [INFO ] [LOCAL     ] ARVN: Loaded 4 optimal features with 52.03% confidence from JSON config
[2026-01-07T20:36:18.903348] [DEBUG] [MAG       ] Building data for symbol: ARVN with lookback: 0
[2026-01-07T20:36:18.904156] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-07T20:36:18.904234] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:36:18.908954] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-07T20:36:18.909937] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-07T20:36:18.910962] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-07T20:36:18.911638] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:18.918134] [DEBUG] [MAG       ] STKH: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:18.954323] [INFO ] [LOCAL     ] BRZE: Saved forecast.
[2026-01-07T20:36:18.954390] [INFO ] [main      ] BRZE: Signal=1 (Conf=90.0%), Magnitude=2.79% (Conf=56.3953%)
[2026-01-07T20:36:18.954856] [INFO ] [main      ] Fetching symbol history for SKLZ...
[2026-01-07T20:36:18.954909] [DEBUG] [REMOTE    ] SKLZ: Fetching historical data.
[2026-01-07T20:36:18.955655] [INFO ] [main      ] Progress: 356/391 forecasts completed (91.0%). BRZE finished in 0.6s. ETA: 5.9s. Rate: 356.41 forecasts/min
[2026-01-07T20:36:18.966594] [DEBUG] [REMOTE    ] SKLZ: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:18.967484] [DEBUG] [LOCAL     ] Loaded configuration for SKLZ: 2 features, N/A% accuracy
[2026-01-07T20:36:18.967536] [INFO ] [LOCAL     ] SKLZ: Loaded 2 optimal features with 44.88% confidence from JSON config
[2026-01-07T20:36:18.967569] [DEBUG] [MAG       ] Building data for symbol: SKLZ with lookback: 0
[2026-01-07T20:36:18.968351] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-07T20:36:18.968409] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:36:18.973122] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-07T20:36:18.974066] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:19.011606] [DEBUG] [MAG       ] DHI: Last date is validated at 2026-01-07
[2026-01-07T20:36:19.019047] [INFO ] [LOCAL     ] STKH: Saved forecast.
[2026-01-07T20:36:19.019113] [INFO ] [main      ] STKH: Signal=1 (Conf=90.0%), Magnitude=-7.22% (Conf=33.4887%)
[2026-01-07T20:36:19.019460] [INFO ] [main      ] Fetching symbol history for CGON...
[2026-01-07T20:36:19.019532] [DEBUG] [REMOTE    ] CGON: Fetching historical data.
[2026-01-07T20:36:19.020651] [INFO ] [main      ] Progress: 357/391 forecasts completed (91.3%). STKH finished in 0.6s. ETA: 5.7s. Rate: 357.03 forecasts/min
[2026-01-07T20:36:19.031214] [DEBUG] [REMOTE    ] CGON: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:19.032236] [DEBUG] [LOCAL     ] Loaded configuration for CGON: 1 features, N/A% accuracy
[2026-01-07T20:36:19.032288] [INFO ] [LOCAL     ] CGON: Loaded 1 optimal features with 49.72% confidence from JSON config
[2026-01-07T20:36:19.032329] [DEBUG] [MAG       ] Building data for symbol: CGON with lookback: 0
[2026-01-07T20:36:19.033108] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-07T20:36:19.033165] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-07T20:36:19.035548] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:19.180416] [DEBUG] [MAG       ] DHI: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:19.249726] [DEBUG] [MAG       ] ARVN: Last date is validated at 2026-01-07
[2026-01-07T20:36:19.299367] [INFO ] [LOCAL     ] DHI: Saved forecast.
[2026-01-07T20:36:19.299436] [INFO ] [main      ] DHI: Signal=1 (Conf=90.0%), Magnitude=-2.01% (Conf=50.7726%)
[2026-01-07T20:36:19.299812] [INFO ] [main      ] Fetching symbol history for ASA...
[2026-01-07T20:36:19.299865] [DEBUG] [REMOTE    ] ASA: Fetching historical data.
[2026-01-07T20:36:19.300675] [INFO ] [main      ] Progress: 358/391 forecasts completed (91.6%). DHI finished in 0.8s. ETA: 5.6s. Rate: 356.36 forecasts/min
[2026-01-07T20:36:19.311357] [DEBUG] [REMOTE    ] ASA: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:19.312467] [DEBUG] [LOCAL     ] Loaded configuration for ASA: 8 features, N/A% accuracy
[2026-01-07T20:36:19.312519] [INFO ] [LOCAL     ] ASA: Loaded 8 optimal features with 56.00% confidence from JSON config
[2026-01-07T20:36:19.312551] [DEBUG] [MAG       ] Building data for symbol: ASA with lookback: 0
[2026-01-07T20:36:19.313400] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-07T20:36:19.313463] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:36:19.315156] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:36:19.315670] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:36:19.316109] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-07T20:36:19.317348] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-07T20:36:19.317797] [DEBUG] [MAG       ] SKLZ: Last date is validated at 2026-01-07
[2026-01-07T20:36:19.377108] [DEBUG] [MAG       ] CGON: Last date is validated at 2026-01-07
[2026-01-07T20:36:19.427608] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-07T20:36:19.428747] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-07T20:36:19.429357] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2026-01-07T20:36:19.430283] [DEBUG] [MAG       ] ARVN: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:19.432125] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:19.486688] [DEBUG] [MAG       ] SKLZ: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:19.521747] [INFO ] [LOCAL     ] ARVN: Saved forecast.
[2026-01-07T20:36:19.521815] [INFO ] [main      ] ARVN: Signal=1 (Conf=90.0%), Magnitude=-3.70% (Conf=52.0271%)
[2026-01-07T20:36:19.522384] [INFO ] [main      ] Fetching symbol history for NVDD...
[2026-01-07T20:36:19.522449] [DEBUG] [REMOTE    ] NVDD: Fetching historical data.
[2026-01-07T20:36:19.523463] [INFO ] [main      ] Progress: 359/391 forecasts completed (91.8%). ARVN finished in 0.6s. ETA: 5.4s. Rate: 356.04 forecasts/min
[2026-01-07T20:36:19.534692] [DEBUG] [REMOTE    ] NVDD: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:19.535849] [DEBUG] [LOCAL     ] Loaded configuration for NVDD: 5 features, N/A% accuracy
[2026-01-07T20:36:19.535902] [INFO ] [LOCAL     ] NVDD: Loaded 5 optimal features with 76.28% confidence from JSON config
[2026-01-07T20:36:19.535933] [DEBUG] [MAG       ] Building data for symbol: NVDD with lookback: 0
[2026-01-07T20:36:19.536762] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-07T20:36:19.536823] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:36:19.541610] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-07T20:36:19.542566] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-07T20:36:19.544942] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-07T20:36:19.546548] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-07T20:36:19.546825] [DEBUG] [MAG       ] CGON: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:19.547304] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:19.551614] [INFO ] [LOCAL     ] SKLZ: Saved forecast.
[2026-01-07T20:36:19.551683] [INFO ] [main      ] SKLZ: Signal=1 (Conf=90.0%), Magnitude=-1.43% (Conf=44.8838%)
[2026-01-07T20:36:19.552041] [INFO ] [main      ] Progress: 360/391 forecasts completed (92.1%). SKLZ finished in 0.6s. ETA: 5.2s. Rate: 356.87 forecasts/min
[2026-01-07T20:36:19.552219] [INFO ] [main      ] Fetching symbol history for CVEO...
[2026-01-07T20:36:19.552267] [DEBUG] [REMOTE    ] CVEO: Fetching historical data.
[2026-01-07T20:36:19.565055] [DEBUG] [REMOTE    ] CVEO: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:19.565900] [DEBUG] [LOCAL     ] Loaded configuration for CVEO: 2 features, N/A% accuracy
[2026-01-07T20:36:19.565959] [INFO ] [LOCAL     ] CVEO: Loaded 2 optimal features with 53.43% confidence from JSON config
[2026-01-07T20:36:19.565992] [DEBUG] [MAG       ] Building data for symbol: CVEO with lookback: 0
[2026-01-07T20:36:19.566801] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-07T20:36:19.566860] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:36:19.572349] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-07T20:36:19.573302] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:19.644641] [INFO ] [LOCAL     ] CGON: Saved forecast.
[2026-01-07T20:36:19.644723] [INFO ] [main      ] CGON: Signal=1 (Conf=90.0%), Magnitude=12.36% (Conf=49.7247%)
[2026-01-07T20:36:19.645190] [INFO ] [main      ] Fetching symbol history for SLN...
[2026-01-07T20:36:19.645244] [DEBUG] [REMOTE    ] SLN: Fetching historical data.
[2026-01-07T20:36:19.645669] [INFO ] [main      ] Progress: 361/391 forecasts completed (92.3%). CGON finished in 0.6s. ETA: 5.0s. Rate: 357.31 forecasts/min
[2026-01-07T20:36:19.657203] [DEBUG] [REMOTE    ] SLN: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:19.660513] [DEBUG] [LOCAL     ] Loaded configuration for SLN: 4 features, N/A% accuracy
[2026-01-07T20:36:19.660591] [INFO ] [LOCAL     ] SLN: Loaded 4 optimal features with 48.35% confidence from JSON config
[2026-01-07T20:36:19.660628] [DEBUG] [MAG       ] Building data for symbol: SLN with lookback: 0
[2026-01-07T20:36:19.661430] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-07T20:36:19.661492] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:36:19.663220] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:36:19.663765] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:36:19.664217] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-07T20:36:19.666715] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:19.774459] [DEBUG] [MAG       ] ASA: Last date is validated at 2026-01-07
[2026-01-07T20:36:19.892748] [DEBUG] [MAG       ] NVDD: Last date is validated at 2026-01-07
[2026-01-07T20:36:19.924262] [DEBUG] [MAG       ] CVEO: Last date is validated at 2026-01-07
[2026-01-07T20:36:19.943031] [DEBUG] [MAG       ] ASA: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:20.001567] [DEBUG] [MAG       ] SLN: Last date is validated at 2026-01-07
[2026-01-07T20:36:20.030966] [INFO ] [LOCAL     ] ASA: Saved forecast.
[2026-01-07T20:36:20.031034] [INFO ] [main      ] ASA: Signal=1 (Conf=90.0%), Magnitude=3.68% (Conf=55.9998%)
[2026-01-07T20:36:20.031393] [INFO ] [main      ] Fetching symbol history for VGSH...
[2026-01-07T20:36:20.031450] [DEBUG] [REMOTE    ] VGSH: Fetching historical data.
[2026-01-07T20:36:20.032657] [INFO ] [main      ] Progress: 362/391 forecasts completed (92.6%). ASA finished in 0.7s. ETA: 4.9s. Rate: 356.02 forecasts/min
[2026-01-07T20:36:20.043944] [DEBUG] [REMOTE    ] VGSH: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:20.044876] [DEBUG] [LOCAL     ] Loaded configuration for VGSH: 1 features, N/A% accuracy
[2026-01-07T20:36:20.044934] [INFO ] [LOCAL     ] VGSH: Loaded 1 optimal features with 23.69% confidence from JSON config
[2026-01-07T20:36:20.044965] [DEBUG] [MAG       ] Building data for symbol: VGSH with lookback: 0
[2026-01-07T20:36:20.045767] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-07T20:36:20.045826] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-07T20:36:20.046526] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:20.067381] [DEBUG] [MAG       ] NVDD: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:20.105216] [DEBUG] [MAG       ] CVEO: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:20.170962] [DEBUG] [MAG       ] SLN: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:20.171064] [INFO ] [LOCAL     ] NVDD: Saved forecast.
[2026-01-07T20:36:20.171136] [INFO ] [main      ] NVDD: Signal=1 (Conf=90.0%), Magnitude=-2.17% (Conf=76.28%)
[2026-01-07T20:36:20.171515] [INFO ] [main      ] Fetching symbol history for ELVA...
[2026-01-07T20:36:20.171583] [DEBUG] [REMOTE    ] ELVA: Fetching historical data.
[2026-01-07T20:36:20.171587] [INFO ] [main      ] Progress: 363/391 forecasts completed (92.8%). NVDD finished in 0.6s. ETA: 4.7s. Rate: 356.20 forecasts/min
[2026-01-07T20:36:20.182876] [DEBUG] [REMOTE    ] ELVA: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:20.183999] [DEBUG] [LOCAL     ] Loaded configuration for ELVA: 4 features, N/A% accuracy
[2026-01-07T20:36:20.183998] [INFO ] [LOCAL     ] CVEO: Saved forecast.
[2026-01-07T20:36:20.184052] [INFO ] [LOCAL     ] ELVA: Loaded 4 optimal features with 46.25% confidence from JSON config
[2026-01-07T20:36:20.184063] [INFO ] [main      ] CVEO: Signal=1 (Conf=90.0%), Magnitude=-1.18% (Conf=53.4251%)
[2026-01-07T20:36:20.184085] [DEBUG] [MAG       ] Building data for symbol: ELVA with lookback: 0
[2026-01-07T20:36:20.184227] [INFO ] [main      ] Fetching symbol history for AG...
[2026-01-07T20:36:20.184272] [DEBUG] [REMOTE    ] AG: Fetching historical data.
[2026-01-07T20:36:20.184874] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-07T20:36:20.184934] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:36:20.186895] [INFO ] [main      ] Progress: 364/391 forecasts completed (93.1%). CVEO finished in 0.6s. ETA: 4.5s. Rate: 357.09 forecasts/min
[2026-01-07T20:36:20.186926] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:36:20.187438] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:36:20.187854] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-07T20:36:20.188745] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:20.197242] [DEBUG] [REMOTE    ] AG: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:20.198164] [DEBUG] [LOCAL     ] Loaded configuration for AG: 4 features, N/A% accuracy
[2026-01-07T20:36:20.198225] [INFO ] [LOCAL     ] AG: Loaded 4 optimal features with 56.69% confidence from JSON config
[2026-01-07T20:36:20.198263] [DEBUG] [MAG       ] Building data for symbol: AG with lookback: 0
[2026-01-07T20:36:20.199109] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-07T20:36:20.199172] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:36:20.200988] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:36:20.201548] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:36:20.201995] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-07T20:36:20.202851] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:20.245812] [INFO ] [LOCAL     ] SLN: Saved forecast.
[2026-01-07T20:36:20.245879] [INFO ] [main      ] SLN: Signal=1 (Conf=90.0%), Magnitude=0.95% (Conf=48.352%)
[2026-01-07T20:36:20.246040] [INFO ] [main      ] Fetching symbol history for PX...
[2026-01-07T20:36:20.246082] [DEBUG] [REMOTE    ] PX: Fetching historical data.
[2026-01-07T20:36:20.247667] [INFO ] [main      ] Progress: 365/391 forecasts completed (93.4%). SLN finished in 0.6s. ETA: 4.4s. Rate: 357.71 forecasts/min
[2026-01-07T20:36:20.256935] [DEBUG] [REMOTE    ] PX: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:20.257852] [DEBUG] [LOCAL     ] Loaded configuration for PX: 5 features, N/A% accuracy
[2026-01-07T20:36:20.257904] [INFO ] [LOCAL     ] PX: Loaded 5 optimal features with 54.06% confidence from JSON config
[2026-01-07T20:36:20.257935] [DEBUG] [MAG       ] Building data for symbol: PX with lookback: 0
[2026-01-07T20:36:20.258705] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-07T20:36:20.258765] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:36:20.263500] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-07T20:36:20.264311] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-07T20:36:20.267009] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2026-01-07T20:36:20.270837] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2026-01-07T20:36:20.273523] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:20.406702] [DEBUG] [MAG       ] VGSH: Last date is validated at 2026-01-07
[2026-01-07T20:36:20.533692] [DEBUG] [MAG       ] ELVA: Last date is validated at 2026-01-07
[2026-01-07T20:36:20.567480] [DEBUG] [MAG       ] AG: Last date is validated at 2026-01-07
[2026-01-07T20:36:20.573427] [DEBUG] [MAG       ] VGSH: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:20.626795] [INFO ] [LOCAL     ] VGSH: Saved forecast.
[2026-01-07T20:36:20.626866] [INFO ] [main      ] VGSH: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=23.6865%)
[2026-01-07T20:36:20.627404] [INFO ] [main      ] Fetching symbol history for CXDO...
[2026-01-07T20:36:20.627455] [DEBUG] [REMOTE    ] CXDO: Fetching historical data.
[2026-01-07T20:36:20.627671] [INFO ] [main      ] Progress: 366/391 forecasts completed (93.6%). VGSH finished in 0.6s. ETA: 4.2s. Rate: 356.48 forecasts/min
[2026-01-07T20:36:20.628688] [DEBUG] [MAG       ] PX: Last date is validated at 2026-01-07
[2026-01-07T20:36:20.639403] [DEBUG] [REMOTE    ] CXDO: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:20.641230] [DEBUG] [LOCAL     ] Loaded configuration for CXDO: 8 features, N/A% accuracy
[2026-01-07T20:36:20.641283] [INFO ] [LOCAL     ] CXDO: Loaded 8 optimal features with 38.37% confidence from JSON config
[2026-01-07T20:36:20.641314] [DEBUG] [MAG       ] Building data for symbol: CXDO with lookback: 0
[2026-01-07T20:36:20.642145] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-07T20:36:20.642210] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:36:20.643932] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:36:20.644436] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:36:20.644848] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-07T20:36:20.688350] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-07T20:36:20.689363] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-07T20:36:20.693885] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-07T20:36:20.695274] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-07T20:36:20.695910] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:20.709880] [DEBUG] [MAG       ] ELVA: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:20.744142] [DEBUG] [MAG       ] AG: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:20.772696] [INFO ] [LOCAL     ] ELVA: Saved forecast.
[2026-01-07T20:36:20.772763] [INFO ] [main      ] ELVA: Signal=1 (Conf=90.0%), Magnitude=-7.88% (Conf=46.2536%)
[2026-01-07T20:36:20.773145] [INFO ] [main      ] Fetching symbol history for ASTL...
[2026-01-07T20:36:20.773196] [DEBUG] [REMOTE    ] ASTL: Fetching historical data.
[2026-01-07T20:36:20.773189] [INFO ] [main      ] Progress: 367/391 forecasts completed (93.9%). ELVA finished in 0.6s. ETA: 4.0s. Rate: 356.61 forecasts/min
[2026-01-07T20:36:20.785004] [DEBUG] [REMOTE    ] ASTL: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:20.785959] [DEBUG] [LOCAL     ] Loaded configuration for ASTL: 2 features, N/A% accuracy
[2026-01-07T20:36:20.786011] [INFO ] [LOCAL     ] ASTL: Loaded 2 optimal features with 56.31% confidence from JSON config
[2026-01-07T20:36:20.786586] [DEBUG] [MAG       ] Building data for symbol: ASTL with lookback: 0
[2026-01-07T20:36:20.787595] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-07T20:36:20.787655] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-07T20:36:20.788524] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-07T20:36:20.789165] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:20.803904] [DEBUG] [MAG       ] PX: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:20.818694] [INFO ] [LOCAL     ] AG: Saved forecast.
[2026-01-07T20:36:20.818769] [INFO ] [main      ] AG: Signal=1 (Conf=90.0%), Magnitude=-0.21% (Conf=56.69%)
[2026-01-07T20:36:20.819148] [INFO ] [main      ] Progress: 368/391 forecasts completed (94.1%). AG finished in 0.6s. ETA: 3.9s. Rate: 357.32 forecasts/min
[2026-01-07T20:36:20.819293] [INFO ] [main      ] Fetching symbol history for KBWD...
[2026-01-07T20:36:20.819339] [DEBUG] [REMOTE    ] KBWD: Fetching historical data.
[2026-01-07T20:36:20.832423] [DEBUG] [REMOTE    ] KBWD: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:20.833156] [DEBUG] [LOCAL     ] Loaded configuration for KBWD: 3 features, N/A% accuracy
[2026-01-07T20:36:20.833221] [INFO ] [LOCAL     ] KBWD: Loaded 3 optimal features with 61.77% confidence from JSON config
[2026-01-07T20:36:20.833261] [DEBUG] [MAG       ] Building data for symbol: KBWD with lookback: 0
[2026-01-07T20:36:20.834528] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-07T20:36:20.834615] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-07T20:36:20.835366] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-07T20:36:20.836247] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-07T20:36:20.838842] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:20.877801] [INFO ] [LOCAL     ] PX: Saved forecast.
[2026-01-07T20:36:20.877868] [INFO ] [main      ] PX: Signal=1 (Conf=90.0%), Magnitude=-4.31% (Conf=54.0617%)
[2026-01-07T20:36:20.878320] [INFO ] [main      ] Fetching symbol history for CMI...
[2026-01-07T20:36:20.878372] [DEBUG] [REMOTE    ] CMI: Fetching historical data.
[2026-01-07T20:36:20.878660] [INFO ] [main      ] Progress: 369/391 forecasts completed (94.4%). PX finished in 0.6s. ETA: 3.7s. Rate: 357.94 forecasts/min
[2026-01-07T20:36:20.890868] [DEBUG] [REMOTE    ] CMI: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:20.891728] [DEBUG] [LOCAL     ] Loaded configuration for CMI: 5 features, N/A% accuracy
[2026-01-07T20:36:20.891784] [INFO ] [LOCAL     ] CMI: Loaded 5 optimal features with 57.39% confidence from JSON config
[2026-01-07T20:36:20.891818] [DEBUG] [MAG       ] Building data for symbol: CMI with lookback: 0
[2026-01-07T20:36:20.892624] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-07T20:36:20.892696] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:36:20.897658] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:36:20.899486] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:36:20.900019] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-07T20:36:20.900754] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2026-01-07T20:36:20.902882] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:21.035174] [DEBUG] [MAG       ] CXDO: Last date is validated at 2026-01-07
[2026-01-07T20:36:21.135309] [DEBUG] [MAG       ] ASTL: Last date is validated at 2026-01-07
[2026-01-07T20:36:21.186720] [DEBUG] [MAG       ] KBWD: Last date is validated at 2026-01-07
[2026-01-07T20:36:21.201150] [DEBUG] [MAG       ] CXDO: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:21.246850] [DEBUG] [MAG       ] CMI: Last date is validated at 2026-01-07
[2026-01-07T20:36:21.267961] [INFO ] [LOCAL     ] CXDO: Saved forecast.
[2026-01-07T20:36:21.268028] [INFO ] [main      ] CXDO: Signal=1 (Conf=90.0%), Magnitude=1.10% (Conf=38.3656%)
[2026-01-07T20:36:21.268622] [INFO ] [main      ] Fetching symbol history for ENVX...
[2026-01-07T20:36:21.268683] [DEBUG] [REMOTE    ] ENVX: Fetching historical data.
[2026-01-07T20:36:21.269652] [INFO ] [main      ] Progress: 370/391 forecasts completed (94.6%). CXDO finished in 0.6s. ETA: 3.5s. Rate: 356.66 forecasts/min
[2026-01-07T20:36:21.281258] [DEBUG] [REMOTE    ] ENVX: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:21.282376] [DEBUG] [LOCAL     ] Loaded configuration for ENVX: 5 features, N/A% accuracy
[2026-01-07T20:36:21.282432] [INFO ] [LOCAL     ] ENVX: Loaded 5 optimal features with 61.85% confidence from JSON config
[2026-01-07T20:36:21.282472] [DEBUG] [MAG       ] Building data for symbol: ENVX with lookback: 0
[2026-01-07T20:36:21.283298] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-07T20:36:21.283365] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:36:21.285128] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:36:21.285674] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-07T20:36:21.288487] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-07T20:36:21.289537] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-07T20:36:21.290204] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:21.305075] [DEBUG] [MAG       ] ASTL: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:21.383746] [INFO ] [LOCAL     ] ASTL: Saved forecast.
[2026-01-07T20:36:21.383810] [INFO ] [main      ] ASTL: Signal=1 (Conf=90.0%), Magnitude=7.28% (Conf=56.3068%)
[2026-01-07T20:36:21.384167] [INFO ] [main      ] Fetching symbol history for GSBC...
[2026-01-07T20:36:21.384217] [DEBUG] [REMOTE    ] GSBC: Fetching historical data.
[2026-01-07T20:36:21.385696] [INFO ] [main      ] Progress: 371/391 forecasts completed (94.9%). ASTL finished in 0.6s. ETA: 3.4s. Rate: 356.96 forecasts/min
[2026-01-07T20:36:21.395818] [DEBUG] [REMOTE    ] GSBC: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:21.396704] [DEBUG] [LOCAL     ] Loaded configuration for GSBC: 7 features, N/A% accuracy
[2026-01-07T20:36:21.396757] [INFO ] [LOCAL     ] GSBC: Loaded 7 optimal features with 53.93% confidence from JSON config
[2026-01-07T20:36:21.396789] [DEBUG] [MAG       ] Building data for symbol: GSBC with lookback: 0
[2026-01-07T20:36:21.397553] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-07T20:36:21.397636] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:36:21.402465] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:36:21.404333] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:36:21.404837] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:36:21.405270] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-07T20:36:21.406115] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-07T20:36:21.407906] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-07T20:36:21.408905] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:21.437149] [DEBUG] [MAG       ] CMI: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:21.444129] [DEBUG] [MAG       ] KBWD: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:21.506697] [INFO ] [LOCAL     ] KBWD: Saved forecast.
[2026-01-07T20:36:21.506778] [INFO ] [main      ] KBWD: Signal=1 (Conf=90.0%), Magnitude=-0.22% (Conf=61.7668%)
[2026-01-07T20:36:21.507172] [INFO ] [main      ] Progress: 372/391 forecasts completed (95.1%). KBWD finished in 0.7s. ETA: 3.2s. Rate: 357.22 forecasts/min
[2026-01-07T20:36:21.507305] [INFO ] [main      ] Fetching symbol history for AVK...
[2026-01-07T20:36:21.507349] [DEBUG] [REMOTE    ] AVK: Fetching historical data.
[2026-01-07T20:36:21.519926] [DEBUG] [REMOTE    ] AVK: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:21.522129] [DEBUG] [LOCAL     ] Loaded configuration for AVK: 1 features, N/A% accuracy
[2026-01-07T20:36:21.522196] [INFO ] [LOCAL     ] AVK: Loaded 1 optimal features with 46.06% confidence from JSON config
[2026-01-07T20:36:21.522229] [DEBUG] [MAG       ] Building data for symbol: AVK with lookback: 0
[2026-01-07T20:36:21.523253] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-07T20:36:21.523322] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:36:21.528657] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:21.567077] [INFO ] [LOCAL     ] CMI: Saved forecast.
[2026-01-07T20:36:21.567142] [INFO ] [main      ] CMI: Signal=1 (Conf=90.0%), Magnitude=-2.71% (Conf=57.3855%)
[2026-01-07T20:36:21.567302] [INFO ] [main      ] Fetching symbol history for SATS...
[2026-01-07T20:36:21.567345] [DEBUG] [REMOTE    ] SATS: Fetching historical data.
[2026-01-07T20:36:21.567874] [INFO ] [main      ] Progress: 373/391 forecasts completed (95.4%). CMI finished in 0.7s. ETA: 3.0s. Rate: 357.84 forecasts/min
[2026-01-07T20:36:21.579698] [DEBUG] [REMOTE    ] SATS: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:21.580534] [DEBUG] [LOCAL     ] Loaded configuration for SATS: 6 features, N/A% accuracy
[2026-01-07T20:36:21.580606] [INFO ] [LOCAL     ] SATS: Loaded 6 optimal features with 65.58% confidence from JSON config
[2026-01-07T20:36:21.580640] [DEBUG] [MAG       ] Building data for symbol: SATS with lookback: 0
[2026-01-07T20:36:21.581606] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-07T20:36:21.581668] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:36:21.586629] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-07T20:36:21.587432] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-07T20:36:21.588325] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-07T20:36:21.590824] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-07T20:36:21.592082] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-07T20:36:21.594093] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:21.629708] [DEBUG] [MAG       ] ENVX: Last date is validated at 2026-01-07
[2026-01-07T20:36:21.760020] [DEBUG] [MAG       ] GSBC: Last date is validated at 2026-01-07
[2026-01-07T20:36:21.797980] [DEBUG] [MAG       ] ENVX: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:21.879252] [INFO ] [LOCAL     ] ENVX: Saved forecast.
[2026-01-07T20:36:21.879322] [INFO ] [main      ] ENVX: Signal=1 (Conf=90.0%), Magnitude=-1.91% (Conf=61.8475%)
[2026-01-07T20:36:21.879730] [INFO ] [main      ] Progress: 374/391 forecasts completed (95.7%). ENVX finished in 0.6s. ETA: 2.9s. Rate: 357.02 forecasts/min
[2026-01-07T20:36:21.879869] [INFO ] [main      ] Fetching symbol history for ENB...
[2026-01-07T20:36:21.879916] [DEBUG] [REMOTE    ] ENB: Fetching historical data.
[2026-01-07T20:36:21.888765] [DEBUG] [MAG       ] AVK: Last date is validated at 2026-01-07
[2026-01-07T20:36:21.892625] [DEBUG] [REMOTE    ] ENB: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:21.893601] [DEBUG] [LOCAL     ] Loaded configuration for ENB: 4 features, N/A% accuracy
[2026-01-07T20:36:21.893666] [INFO ] [LOCAL     ] ENB: Loaded 4 optimal features with 50.89% confidence from JSON config
[2026-01-07T20:36:21.893700] [DEBUG] [MAG       ] Building data for symbol: ENB with lookback: 0
[2026-01-07T20:36:21.894706] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-07T20:36:21.894773] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:36:21.896501] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:36:21.897083] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-07T20:36:21.928094] [DEBUG] [MAG       ] GSBC: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:21.947638] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-07T20:36:21.949824] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:21.953997] [DEBUG] [MAG       ] SATS: Last date is validated at 2026-01-07
[2026-01-07T20:36:22.028980] [INFO ] [LOCAL     ] GSBC: Saved forecast.
[2026-01-07T20:36:22.029045] [INFO ] [main      ] GSBC: Signal=1 (Conf=90.0%), Magnitude=-2.80% (Conf=53.9295%)
[2026-01-07T20:36:22.029395] [INFO ] [main      ] Fetching symbol history for PUK...
[2026-01-07T20:36:22.029446] [DEBUG] [REMOTE    ] PUK: Fetching historical data.
[2026-01-07T20:36:22.030651] [INFO ] [main      ] Progress: 375/391 forecasts completed (95.9%). GSBC finished in 0.6s. ETA: 2.7s. Rate: 357.11 forecasts/min
[2026-01-07T20:36:22.041384] [DEBUG] [REMOTE    ] PUK: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:22.042264] [DEBUG] [LOCAL     ] Loaded configuration for PUK: 4 features, N/A% accuracy
[2026-01-07T20:36:22.042315] [INFO ] [LOCAL     ] PUK: Loaded 4 optimal features with 47.51% confidence from JSON config
[2026-01-07T20:36:22.042346] [DEBUG] [MAG       ] Building data for symbol: PUK with lookback: 0
[2026-01-07T20:36:22.043125] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-07T20:36:22.043187] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:36:22.044867] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:36:22.045567] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:36:22.045978] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-07T20:36:22.077610] [DEBUG] [MAG       ] AVK: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:22.123938] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:22.134256] [INFO ] [LOCAL     ] AVK: Saved forecast.
[2026-01-07T20:36:22.134691] [INFO ] [main      ] AVK: Signal=1 (Conf=90.0%), Magnitude=0.15% (Conf=46.0566%)
[2026-01-07T20:36:22.135039] [INFO ] [main      ] Fetching symbol history for ARMK...
[2026-01-07T20:36:22.135090] [DEBUG] [REMOTE    ] ARMK: Fetching historical data.
[2026-01-07T20:36:22.135659] [INFO ] [main      ] Progress: 376/391 forecasts completed (96.2%). AVK finished in 0.6s. ETA: 2.5s. Rate: 357.47 forecasts/min
[2026-01-07T20:36:22.137314] [DEBUG] [MAG       ] SATS: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:22.149616] [DEBUG] [REMOTE    ] ARMK: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:22.154206] [DEBUG] [LOCAL     ] Loaded configuration for ARMK: 5 features, N/A% accuracy
[2026-01-07T20:36:22.154546] [INFO ] [LOCAL     ] ARMK: Loaded 5 optimal features with 51.73% confidence from JSON config
[2026-01-07T20:36:22.154605] [DEBUG] [MAG       ] Building data for symbol: ARMK with lookback: 0
[2026-01-07T20:36:22.155671] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-07T20:36:22.155735] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:36:22.157875] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:36:22.158411] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:36:22.158829] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-07T20:36:22.161305] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2026-01-07T20:36:22.162998] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:22.288743] [INFO ] [LOCAL     ] SATS: Saved forecast.
[2026-01-07T20:36:22.288816] [INFO ] [main      ] SATS: Signal=1 (Conf=90.0%), Magnitude=1.92% (Conf=65.5803%)
[2026-01-07T20:36:22.289201] [INFO ] [main      ] Fetching symbol history for XOMA...
[2026-01-07T20:36:22.289253] [DEBUG] [REMOTE    ] XOMA: Fetching historical data.
[2026-01-07T20:36:22.290662] [INFO ] [main      ] Progress: 377/391 forecasts completed (96.4%). SATS finished in 0.7s. ETA: 2.3s. Rate: 357.54 forecasts/min
[2026-01-07T20:36:22.292629] [DEBUG] [MAG       ] ENB: Last date is validated at 2026-01-07
[2026-01-07T20:36:22.300189] [DEBUG] [REMOTE    ] XOMA: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:22.301087] [DEBUG] [LOCAL     ] Loaded configuration for XOMA: 6 features, N/A% accuracy
[2026-01-07T20:36:22.301140] [INFO ] [LOCAL     ] XOMA: Loaded 6 optimal features with 41.11% confidence from JSON config
[2026-01-07T20:36:22.301171] [DEBUG] [MAG       ] Building data for symbol: XOMA with lookback: 0
[2026-01-07T20:36:22.301963] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-07T20:36:22.302024] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:36:22.303702] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:36:22.304191] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-07T20:36:22.413688] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-07T20:36:22.414887] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-07T20:36:22.416235] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-07T20:36:22.434698] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:22.458803] [DEBUG] [MAG       ] ENB: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:22.476012] [DEBUG] [MAG       ] PUK: Last date is validated at 2026-01-07
[2026-01-07T20:36:22.520415] [DEBUG] [MAG       ] ARMK: Last date is validated at 2026-01-07
[2026-01-07T20:36:22.535922] [INFO ] [LOCAL     ] ENB: Saved forecast.
[2026-01-07T20:36:22.535993] [INFO ] [main      ] ENB: Signal=1 (Conf=90.0%), Magnitude=-0.36% (Conf=50.8925%)
[2026-01-07T20:36:22.536166] [INFO ] [main      ] Fetching symbol history for WH...
[2026-01-07T20:36:22.536220] [DEBUG] [REMOTE    ] WH: Fetching historical data.
[2026-01-07T20:36:22.537257] [INFO ] [main      ] Progress: 378/391 forecasts completed (96.7%). ENB finished in 0.7s. ETA: 2.2s. Rate: 357.10 forecasts/min
[2026-01-07T20:36:22.548621] [DEBUG] [REMOTE    ] WH: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:22.549968] [DEBUG] [LOCAL     ] Loaded configuration for WH: 2 features, N/A% accuracy
[2026-01-07T20:36:22.550030] [INFO ] [LOCAL     ] WH: Loaded 2 optimal features with 66.55% confidence from JSON config
[2026-01-07T20:36:22.550064] [DEBUG] [MAG       ] Building data for symbol: WH with lookback: 0
[2026-01-07T20:36:22.550888] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-07T20:36:22.550948] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-07T20:36:22.551530] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-07T20:36:22.553596] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:22.645154] [DEBUG] [MAG       ] PUK: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:22.698420] [DEBUG] [MAG       ] ARMK: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:22.714367] [INFO ] [LOCAL     ] PUK: Saved forecast.
[2026-01-07T20:36:22.714433] [INFO ] [main      ] PUK: Signal=1 (Conf=90.0%), Magnitude=0.39% (Conf=47.5106%)
[2026-01-07T20:36:22.714816] [INFO ] [main      ] Fetching symbol history for CTS...
[2026-01-07T20:36:22.714869] [DEBUG] [REMOTE    ] CTS: Fetching historical data.
[2026-01-07T20:36:22.715662] [INFO ] [main      ] Progress: 379/391 forecasts completed (96.9%). PUK finished in 0.7s. ETA: 2.0s. Rate: 357.04 forecasts/min
[2026-01-07T20:36:22.726489] [DEBUG] [REMOTE    ] CTS: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:22.727510] [DEBUG] [LOCAL     ] Loaded configuration for CTS: 4 features, N/A% accuracy
[2026-01-07T20:36:22.727564] [INFO ] [LOCAL     ] CTS: Loaded 4 optimal features with 54.93% confidence from JSON config
[2026-01-07T20:36:22.727624] [DEBUG] [MAG       ] Building data for symbol: CTS with lookback: 0
[2026-01-07T20:36:22.728472] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-07T20:36:22.728534] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:36:22.733472] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:36:22.735304] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:36:22.735812] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:36:22.736240] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:22.778153] [DEBUG] [MAG       ] XOMA: Last date is validated at 2026-01-07
[2026-01-07T20:36:22.781157] [INFO ] [LOCAL     ] ARMK: Saved forecast.
[2026-01-07T20:36:22.781226] [INFO ] [main      ] ARMK: Signal=1 (Conf=90.0%), Magnitude=-0.27% (Conf=51.7312%)
[2026-01-07T20:36:22.781702] [INFO ] [main      ] Fetching symbol history for STTK...
[2026-01-07T20:36:22.781756] [DEBUG] [REMOTE    ] STTK: Fetching historical data.
[2026-01-07T20:36:22.782198] [INFO ] [main      ] Progress: 380/391 forecasts completed (97.2%). ARMK finished in 0.6s. ETA: 1.8s. Rate: 357.61 forecasts/min
[2026-01-07T20:36:22.793609] [DEBUG] [REMOTE    ] STTK: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:22.794521] [DEBUG] [LOCAL     ] Loaded configuration for STTK: 7 features, N/A% accuracy
[2026-01-07T20:36:22.794592] [INFO ] [LOCAL     ] STTK: Loaded 7 optimal features with 58.63% confidence from JSON config
[2026-01-07T20:36:22.794626] [DEBUG] [MAG       ] Building data for symbol: STTK with lookback: 0
[2026-01-07T20:36:22.795381] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-07T20:36:22.795441] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:36:22.800285] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:36:22.802178] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:36:22.802666] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:36:22.803114] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-07T20:36:22.805602] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-07T20:36:22.806245] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2026-01-07T20:36:22.807775] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:22.908188] [DEBUG] [MAG       ] WH: Last date is validated at 2026-01-07
[2026-01-07T20:36:22.945093] [DEBUG] [MAG       ] XOMA: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:23.034171] [INFO ] [LOCAL     ] XOMA: Saved forecast.
[2026-01-07T20:36:23.034240] [INFO ] [main      ] XOMA: Signal=1 (Conf=90.0%), Magnitude=6.47% (Conf=41.1081%)
[2026-01-07T20:36:23.034621] [INFO ] [main      ] Fetching symbol history for VLY...
[2026-01-07T20:36:23.034672] [DEBUG] [REMOTE    ] VLY: Fetching historical data.
[2026-01-07T20:36:23.034654] [INFO ] [main      ] Progress: 381/391 forecasts completed (97.4%). XOMA finished in 0.7s. ETA: 1.7s. Rate: 357.14 forecasts/min
[2026-01-07T20:36:23.045544] [DEBUG] [REMOTE    ] VLY: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:23.046404] [DEBUG] [LOCAL     ] Loaded configuration for VLY: 12 features, N/A% accuracy
[2026-01-07T20:36:23.046458] [INFO ] [LOCAL     ] VLY: Loaded 12 optimal features with 55.92% confidence from JSON config
[2026-01-07T20:36:23.046491] [DEBUG] [MAG       ] Building data for symbol: VLY with lookback: 0
[2026-01-07T20:36:23.047296] [DEBUG] [FEATURES  ] DataBuilder: Executing 12 feature methods.
[2026-01-07T20:36:23.047364] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:36:23.049092] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:36:23.049643] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:36:23.050081] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-07T20:36:23.051004] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-07T20:36:23.052681] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-07T20:36:23.053898] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-07T20:36:23.054926] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2026-01-07T20:36:23.056462] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-07T20:36:23.057487] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-07T20:36:23.059124] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-07T20:36:23.060211] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-07T20:36:23.060926] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:23.088316] [DEBUG] [MAG       ] WH: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:23.089650] [DEBUG] [MAG       ] CTS: Last date is validated at 2026-01-07
[2026-01-07T20:36:23.158771] [DEBUG] [MAG       ] STTK: Last date is validated at 2026-01-07
[2026-01-07T20:36:23.183415] [INFO ] [LOCAL     ] WH: Saved forecast.
[2026-01-07T20:36:23.183486] [INFO ] [main      ] WH: Signal=1 (Conf=90.0%), Magnitude=0.99% (Conf=66.5492%)
[2026-01-07T20:36:23.183816] [INFO ] [main      ] Fetching symbol history for PLRX...
[2026-01-07T20:36:23.183869] [DEBUG] [REMOTE    ] PLRX: Fetching historical data.
[2026-01-07T20:36:23.184771] [INFO ] [main      ] Progress: 382/391 forecasts completed (97.7%). WH finished in 0.6s. ETA: 1.5s. Rate: 357.23 forecasts/min
[2026-01-07T20:36:23.195890] [DEBUG] [REMOTE    ] PLRX: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:23.196812] [DEBUG] [LOCAL     ] Loaded configuration for PLRX: 1 features, N/A% accuracy
[2026-01-07T20:36:23.196866] [INFO ] [LOCAL     ] PLRX: Loaded 1 optimal features with 37.30% confidence from JSON config
[2026-01-07T20:36:23.196900] [DEBUG] [MAG       ] Building data for symbol: PLRX with lookback: 0
[2026-01-07T20:36:23.197799] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-07T20:36:23.197860] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-07T20:36:23.198954] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:23.268772] [DEBUG] [MAG       ] CTS: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:23.332561] [DEBUG] [MAG       ] STTK: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:23.357687] [INFO ] [LOCAL     ] CTS: Saved forecast.
[2026-01-07T20:36:23.357755] [INFO ] [main      ] CTS: Signal=1 (Conf=90.0%), Magnitude=-1.91% (Conf=54.9336%)
[2026-01-07T20:36:23.358108] [INFO ] [main      ] Fetching symbol history for REAX...
[2026-01-07T20:36:23.358167] [DEBUG] [REMOTE    ] REAX: Fetching historical data.
[2026-01-07T20:36:23.358664] [INFO ] [main      ] Progress: 383/391 forecasts completed (98.0%). CTS finished in 0.6s. ETA: 1.3s. Rate: 357.20 forecasts/min
[2026-01-07T20:36:23.369672] [DEBUG] [REMOTE    ] REAX: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:23.370639] [DEBUG] [LOCAL     ] Loaded configuration for REAX: 5 features, N/A% accuracy
[2026-01-07T20:36:23.370691] [INFO ] [LOCAL     ] REAX: Loaded 5 optimal features with 53.25% confidence from JSON config
[2026-01-07T20:36:23.370722] [DEBUG] [MAG       ] Building data for symbol: REAX with lookback: 0
[2026-01-07T20:36:23.371497] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-07T20:36:23.371559] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-07T20:36:23.372494] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-07T20:36:23.373734] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-07T20:36:23.377923] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-07T20:36:23.379935] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-07T20:36:23.394533] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:23.397383] [INFO ] [LOCAL     ] STTK: Saved forecast.
[2026-01-07T20:36:23.397461] [INFO ] [main      ] STTK: Signal=1 (Conf=90.0%), Magnitude=-2.91% (Conf=58.6258%)
[2026-01-07T20:36:23.397647] [INFO ] [main      ] Fetching symbol history for MCO...
[2026-01-07T20:36:23.397694] [DEBUG] [REMOTE    ] MCO: Fetching historical data.
[2026-01-07T20:36:23.399658] [INFO ] [main      ] Progress: 384/391 forecasts completed (98.2%). STTK finished in 0.6s. ETA: 1.2s. Rate: 357.91 forecasts/min
[2026-01-07T20:36:23.406399] [DEBUG] [MAG       ] VLY: Last date is validated at 2026-01-07
[2026-01-07T20:36:23.410661] [DEBUG] [REMOTE    ] MCO: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:23.411733] [DEBUG] [LOCAL     ] Loaded configuration for MCO: 4 features, N/A% accuracy
[2026-01-07T20:36:23.411789] [INFO ] [LOCAL     ] MCO: Loaded 4 optimal features with 45.59% confidence from JSON config
[2026-01-07T20:36:23.411821] [DEBUG] [MAG       ] Building data for symbol: MCO with lookback: 0
[2026-01-07T20:36:23.412644] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-07T20:36:23.412706] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:36:23.414454] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:36:23.415025] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:36:23.415616] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-07T20:36:23.417862] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:23.552341] [DEBUG] [MAG       ] PLRX: Last date is validated at 2026-01-07
[2026-01-07T20:36:23.588542] [DEBUG] [MAG       ] VLY: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:23.662519] [INFO ] [LOCAL     ] VLY: Saved forecast.
[2026-01-07T20:36:23.662604] [INFO ] [main      ] VLY: Signal=1 (Conf=90.0%), Magnitude=1.87% (Conf=55.9151%)
[2026-01-07T20:36:23.662969] [INFO ] [main      ] Fetching symbol history for EFC...
[2026-01-07T20:36:23.663020] [DEBUG] [REMOTE    ] EFC: Fetching historical data.
[2026-01-07T20:36:23.663653] [INFO ] [main      ] Progress: 385/391 forecasts completed (98.5%). VLY finished in 0.6s. ETA: 1.0s. Rate: 357.37 forecasts/min
[2026-01-07T20:36:23.674348] [DEBUG] [REMOTE    ] EFC: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:23.675492] [DEBUG] [LOCAL     ] Loaded configuration for EFC: 5 features, N/A% accuracy
[2026-01-07T20:36:23.675543] [INFO ] [LOCAL     ] EFC: Loaded 5 optimal features with 52.42% confidence from JSON config
[2026-01-07T20:36:23.675598] [DEBUG] [MAG       ] Building data for symbol: EFC with lookback: 0
[2026-01-07T20:36:23.676379] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-07T20:36:23.676439] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-07T20:36:23.681515] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:36:23.683282] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:36:23.683805] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:36:23.684231] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:36:23.684632] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:23.728501] [DEBUG] [MAG       ] PLRX: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:23.751070] [DEBUG] [MAG       ] REAX: Last date is validated at 2026-01-07
[2026-01-07T20:36:23.779366] [DEBUG] [MAG       ] MCO: Last date is validated at 2026-01-07
[2026-01-07T20:36:23.897799] [INFO ] [LOCAL     ] PLRX: Saved forecast.
[2026-01-07T20:36:23.897868] [INFO ] [main      ] PLRX: Signal=1 (Conf=90.0%), Magnitude=6.28% (Conf=37.298%)
[2026-01-07T20:36:23.898026] [INFO ] [main      ] Fetching symbol history for OPP...
[2026-01-07T20:36:23.898071] [DEBUG] [REMOTE    ] OPP: Fetching historical data.
[2026-01-07T20:36:23.898927] [INFO ] [main      ] Progress: 386/391 forecasts completed (98.7%). PLRX finished in 0.7s. ETA: 0.8s. Rate: 357.00 forecasts/min
[2026-01-07T20:36:23.911186] [DEBUG] [REMOTE    ] OPP: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:23.912101] [DEBUG] [LOCAL     ] Loaded configuration for OPP: 9 features, N/A% accuracy
[2026-01-07T20:36:23.912157] [INFO ] [LOCAL     ] OPP: Loaded 9 optimal features with 42.67% confidence from JSON config
[2026-01-07T20:36:23.912188] [DEBUG] [MAG       ] Building data for symbol: OPP with lookback: 0
[2026-01-07T20:36:23.912983] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-07T20:36:23.913046] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-07T20:36:23.914730] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-07T20:36:23.915226] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-07T20:36:23.915632] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-07T20:36:23.917614] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-07T20:36:23.918086] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-07T20:36:23.919098] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-07T20:36:23.920851] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-07T20:36:23.921905] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-07T20:36:23.922591] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:23.926965] [DEBUG] [MAG       ] REAX: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:23.961047] [DEBUG] [MAG       ] MCO: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:23.997185] [INFO ] [LOCAL     ] REAX: Saved forecast.
[2026-01-07T20:36:23.997251] [INFO ] [main      ] REAX: Signal=1 (Conf=90.0%), Magnitude=2.39% (Conf=53.2527%)
[2026-01-07T20:36:23.997654] [INFO ] [main      ] Progress: 387/391 forecasts completed (99.0%). REAX finished in 0.6s. ETA: 0.7s. Rate: 357.38 forecasts/min
[2026-01-07T20:36:23.997633] [INFO ] [main      ] Fetching symbol history for GBDC...
[2026-01-07T20:36:23.998004] [DEBUG] [REMOTE    ] GBDC: Fetching historical data.
[2026-01-07T20:36:24.011346] [DEBUG] [REMOTE    ] GBDC: Successfully parsed 300 rows of historical data.
[2026-01-07T20:36:24.012544] [DEBUG] [LOCAL     ] Loaded configuration for GBDC: 1 features, N/A% accuracy
[2026-01-07T20:36:24.012613] [INFO ] [LOCAL     ] GBDC: Loaded 1 optimal features with 55.92% confidence from JSON config
[2026-01-07T20:36:24.012646] [DEBUG] [MAG       ] Building data for symbol: GBDC with lookback: 0
[2026-01-07T20:36:24.013433] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-07T20:36:24.013502] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-07T20:36:24.014371] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-07T20:36:24.043337] [DEBUG] [MAG       ] EFC: Last date is validated at 2026-01-07
[2026-01-07T20:36:24.127068] [INFO ] [LOCAL     ] MCO: Saved forecast.
[2026-01-07T20:36:24.127134] [INFO ] [main      ] MCO: Signal=1 (Conf=90.0%), Magnitude=-0.54% (Conf=45.5943%)
[2026-01-07T20:36:24.128663] [INFO ] [main      ] Progress: 388/391 forecasts completed (99.2%). MCO finished in 0.7s. ETA: 0.5s. Rate: 357.59 forecasts/min
[2026-01-07T20:36:24.214077] [DEBUG] [MAG       ] EFC: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:24.273632] [INFO ] [LOCAL     ] EFC: Saved forecast.
[2026-01-07T20:36:24.273705] [INFO ] [main      ] EFC: Signal=1 (Conf=90.0%), Magnitude=1.35% (Conf=52.416%)
[2026-01-07T20:36:24.275665] [INFO ] [main      ] Progress: 389/391 forecasts completed (99.5%). EFC finished in 0.6s. ETA: 0.3s. Rate: 357.70 forecasts/min
[2026-01-07T20:36:24.292661] [DEBUG] [MAG       ] OPP: Last date is validated at 2026-01-07
[2026-01-07T20:36:24.382830] [DEBUG] [MAG       ] GBDC: Last date is validated at 2026-01-07
[2026-01-07T20:36:24.464279] [DEBUG] [MAG       ] OPP: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:24.528989] [INFO ] [LOCAL     ] OPP: Saved forecast.
[2026-01-07T20:36:24.529057] [INFO ] [main      ] OPP: Signal=1 (Conf=90.0%), Magnitude=-0.86% (Conf=42.6694%)
[2026-01-07T20:36:24.529664] [INFO ] [main      ] Progress: 390/391 forecasts completed (99.7%). OPP finished in 0.6s. ETA: 0.2s. Rate: 357.23 forecasts/min
[2026-01-07T20:36:24.557094] [DEBUG] [MAG       ] GBDC: Forecast date (T1) determined as 2026-01-08
[2026-01-07T20:36:24.613871] [INFO ] [LOCAL     ] GBDC: Saved forecast.
[2026-01-07T20:36:24.613939] [INFO ] [main      ] GBDC: Signal=1 (Conf=90.0%), Magnitude=-3.22% (Conf=55.9223%)
[2026-01-07T20:36:24.614653] [INFO ] [main      ] Progress: 391/391 forecasts completed (100.0%). GBDC finished in 0.6s. ETA: 0.0s. Rate: 357.68 forecasts/min
[2026-01-07T20:36:24.643695] [INFO ] [main      ] Parallel forecast generation completed in 1m 6s. Processed 391 forecasts.
[2026-01-07T20:36:24.643845] [INFO ] [main      ] Generated and saved 391 forecast pairs.
[2026-01-07T20:36:25.446706] [DEBUG] [EMAIL     ] Email sent to 'chris.punches@silogroup.org' with subject: 'MAG Forecast Generation Completed (391/391 @ 100.00%)'
[2026-01-07T20:36:25.448340] [INFO ] [MODE      ] Ignoring multithreaded flag for report generation
[2026-01-07T20:36:25.448417] [INFO ] [main      ] Fetching available MAG forecast dates...
[2026-01-07T20:36:25.448811] [INFO ] [main      ] Found 36 forecast dates
[2026-01-07T20:36:25.448855] [INFO ] [main      ] Processing forecast date: 2025-11-17
[2026-01-07T20:36:25.528070] [INFO ] [main      ] Overwriting existing report for 2025-11-17
[2026-01-07T20:36:25.530921] [INFO ] [main      ] Generated forecast report for 2025-11-17: 472 forecasts
[2026-01-07T20:36:25.531040] [INFO ] [main      ] Processing forecast date: 2025-11-18
[2026-01-07T20:36:25.588445] [INFO ] [main      ] Overwriting existing report for 2025-11-18
[2026-01-07T20:36:25.590094] [INFO ] [main      ] Generated forecast report for 2025-11-18: 421 forecasts
[2026-01-07T20:36:25.590190] [INFO ] [main      ] Processing forecast date: 2025-11-19
[2026-01-07T20:36:25.672928] [INFO ] [main      ] Overwriting existing report for 2025-11-19
[2026-01-07T20:36:25.675257] [INFO ] [main      ] Generated forecast report for 2025-11-19: 480 forecasts
[2026-01-07T20:36:25.675366] [INFO ] [main      ] Processing forecast date: 2025-11-20
[2026-01-07T20:36:25.705988] [INFO ] [main      ] Overwriting existing report for 2025-11-20
[2026-01-07T20:36:25.707732] [INFO ] [main      ] Generated forecast report for 2025-11-20: 423 forecasts
[2026-01-07T20:36:25.707855] [INFO ] [main      ] Processing forecast date: 2025-11-21
[2026-01-07T20:36:25.743329] [INFO ] [main      ] Overwriting existing report for 2025-11-21
[2026-01-07T20:36:25.764768] [INFO ] [main      ] Generated forecast report for 2025-11-21: 368 forecasts
[2026-01-07T20:36:25.764909] [INFO ] [main      ] Processing forecast date: 2025-11-24
[2026-01-07T20:36:25.847996] [INFO ] [main      ] Overwriting existing report for 2025-11-24
[2026-01-07T20:36:25.849999] [INFO ] [main      ] Generated forecast report for 2025-11-24: 527 forecasts
[2026-01-07T20:36:25.850116] [INFO ] [main      ] Processing forecast date: 2025-11-25
[2026-01-07T20:36:25.885760] [INFO ] [main      ] Overwriting existing report for 2025-11-25
[2026-01-07T20:36:25.888609] [INFO ] [main      ] Generated forecast report for 2025-11-25: 524 forecasts
[2026-01-07T20:36:25.888722] [INFO ] [main      ] Processing forecast date: 2025-11-26
[2026-01-07T20:36:25.956158] [INFO ] [main      ] Overwriting existing report for 2025-11-26
[2026-01-07T20:36:25.957933] [INFO ] [main      ] Generated forecast report for 2025-11-26: 452 forecasts
[2026-01-07T20:36:25.958059] [INFO ] [main      ] Processing forecast date: 2025-11-28
[2026-01-07T20:36:26.062741] [INFO ] [main      ] Overwriting existing report for 2025-11-28
[2026-01-07T20:36:26.066585] [INFO ] [main      ] Generated forecast report for 2025-11-28: 1002 forecasts
[2026-01-07T20:36:26.066796] [INFO ] [main      ] Processing forecast date: 2025-12-01
[2026-01-07T20:36:26.157394] [INFO ] [main      ] Overwriting existing report for 2025-12-01
[2026-01-07T20:36:26.160475] [INFO ] [main      ] Generated forecast report for 2025-12-01: 835 forecasts
[2026-01-07T20:36:26.160656] [INFO ] [main      ] Processing forecast date: 2025-12-02
[2026-01-07T20:36:26.265510] [INFO ] [main      ] Overwriting existing report for 2025-12-02
[2026-01-07T20:36:26.268433] [INFO ] [main      ] Generated forecast report for 2025-12-02: 769 forecasts
[2026-01-07T20:36:26.268611] [INFO ] [main      ] Processing forecast date: 2025-12-03
[2026-01-07T20:36:26.368134] [INFO ] [main      ] Overwriting existing report for 2025-12-03
[2026-01-07T20:36:26.371511] [INFO ] [main      ] Generated forecast report for 2025-12-03: 965 forecasts
[2026-01-07T20:36:26.371701] [INFO ] [main      ] Processing forecast date: 2025-12-04
[2026-01-07T20:36:26.504108] [INFO ] [main      ] Overwriting existing report for 2025-12-04
[2026-01-07T20:36:26.507658] [INFO ] [main      ] Generated forecast report for 2025-12-04: 965 forecasts
[2026-01-07T20:36:26.507837] [INFO ] [main      ] Processing forecast date: 2025-12-05
[2026-01-07T20:36:26.630896] [INFO ] [main      ] Overwriting existing report for 2025-12-05
[2026-01-07T20:36:26.634257] [INFO ] [main      ] Generated forecast report for 2025-12-05: 970 forecasts
[2026-01-07T20:36:26.634430] [INFO ] [main      ] Processing forecast date: 2025-12-08
[2026-01-07T20:36:26.744892] [INFO ] [main      ] Overwriting existing report for 2025-12-08
[2026-01-07T20:36:26.748375] [INFO ] [main      ] Generated forecast report for 2025-12-08: 935 forecasts
[2026-01-07T20:36:26.748623] [INFO ] [main      ] Processing forecast date: 2025-12-09
[2026-01-07T20:36:26.855271] [INFO ] [main      ] Overwriting existing report for 2025-12-09
[2026-01-07T20:36:26.858799] [INFO ] [main      ] Generated forecast report for 2025-12-09: 970 forecasts
[2026-01-07T20:36:26.858980] [INFO ] [main      ] Processing forecast date: 2025-12-10
[2026-01-07T20:36:26.909785] [INFO ] [main      ] Overwriting existing report for 2025-12-10
[2026-01-07T20:36:26.911412] [INFO ] [main      ] Generated forecast report for 2025-12-10: 438 forecasts
[2026-01-07T20:36:26.911513] [INFO ] [main      ] Processing forecast date: 2025-12-11
[2026-01-07T20:36:26.966640] [INFO ] [main      ] Overwriting existing report for 2025-12-11
[2026-01-07T20:36:26.968241] [INFO ] [main      ] Generated forecast report for 2025-12-11: 430 forecasts
[2026-01-07T20:36:26.968340] [INFO ] [main      ] Processing forecast date: 2025-12-12
[2026-01-07T20:36:27.023480] [INFO ] [main      ] Overwriting existing report for 2025-12-12
[2026-01-07T20:36:27.024991] [INFO ] [main      ] Generated forecast report for 2025-12-12: 412 forecasts
[2026-01-07T20:36:27.025102] [INFO ] [main      ] Processing forecast date: 2025-12-15
[2026-01-07T20:36:27.070912] [INFO ] [main      ] Overwriting existing report for 2025-12-15
[2026-01-07T20:36:27.072812] [INFO ] [main      ] Generated forecast report for 2025-12-15: 415 forecasts
[2026-01-07T20:36:27.072909] [INFO ] [main      ] Processing forecast date: 2025-12-16
[2026-01-07T20:36:27.115975] [INFO ] [main      ] Overwriting existing report for 2025-12-16
[2026-01-07T20:36:27.117638] [INFO ] [main      ] Generated forecast report for 2025-12-16: 429 forecasts
[2026-01-07T20:36:27.117737] [INFO ] [main      ] Processing forecast date: 2025-12-17
[2026-01-07T20:36:27.173425] [INFO ] [main      ] Overwriting existing report for 2025-12-17
[2026-01-07T20:36:27.175128] [INFO ] [main      ] Generated forecast report for 2025-12-17: 434 forecasts
[2026-01-07T20:36:27.175238] [INFO ] [main      ] Processing forecast date: 2025-12-18
[2026-01-07T20:36:27.227367] [INFO ] [main      ] Overwriting existing report for 2025-12-18
[2026-01-07T20:36:27.229000] [INFO ] [main      ] Generated forecast report for 2025-12-18: 430 forecasts
[2026-01-07T20:36:27.229099] [INFO ] [main      ] Processing forecast date: 2025-12-19
[2026-01-07T20:36:27.271070] [INFO ] [main      ] Overwriting existing report for 2025-12-19
[2026-01-07T20:36:27.272669] [INFO ] [main      ] Generated forecast report for 2025-12-19: 421 forecasts
[2026-01-07T20:36:27.272766] [INFO ] [main      ] Processing forecast date: 2025-12-22
[2026-01-07T20:36:27.288532] [INFO ] [main      ] Overwriting existing report for 2025-12-22
[2026-01-07T20:36:27.290349] [INFO ] [main      ] Generated forecast report for 2025-12-22: 455 forecasts
[2026-01-07T20:36:27.290457] [INFO ] [main      ] Processing forecast date: 2025-12-23
[2026-01-07T20:36:27.335599] [INFO ] [main      ] Overwriting existing report for 2025-12-23
[2026-01-07T20:36:27.337201] [INFO ] [main      ] Generated forecast report for 2025-12-23: 426 forecasts
[2026-01-07T20:36:27.337322] [INFO ] [main      ] Processing forecast date: 2025-12-24
[2026-01-07T20:36:27.393652] [INFO ] [main      ] Overwriting existing report for 2025-12-24
[2026-01-07T20:36:27.395505] [INFO ] [main      ] Generated forecast report for 2025-12-24: 403 forecasts
[2026-01-07T20:36:27.395649] [INFO ] [main      ] Processing forecast date: 2025-12-26
[2026-01-07T20:36:27.449295] [INFO ] [main      ] Overwriting existing report for 2025-12-26
[2026-01-07T20:36:27.450822] [INFO ] [main      ] Generated forecast report for 2025-12-26: 364 forecasts
[2026-01-07T20:36:27.450940] [INFO ] [main      ] Processing forecast date: 2025-12-29
[2026-01-07T20:36:27.506204] [INFO ] [main      ] Overwriting existing report for 2025-12-29
[2026-01-07T20:36:27.507758] [INFO ] [main      ] Generated forecast report for 2025-12-29: 409 forecasts
[2026-01-07T20:36:27.507879] [INFO ] [main      ] Processing forecast date: 2025-12-30
[2026-01-07T20:36:27.554551] [INFO ] [main      ] Overwriting existing report for 2025-12-30
[2026-01-07T20:36:27.556159] [INFO ] [main      ] Generated forecast report for 2025-12-30: 403 forecasts
[2026-01-07T20:36:27.556265] [INFO ] [main      ] Processing forecast date: 2025-12-31
[2026-01-07T20:36:27.598086] [INFO ] [main      ] Overwriting existing report for 2025-12-31
[2026-01-07T20:36:27.599679] [INFO ] [main      ] Generated forecast report for 2025-12-31: 412 forecasts
[2026-01-07T20:36:27.599784] [INFO ] [main      ] Processing forecast date: 2026-01-02
[2026-01-07T20:36:27.640773] [INFO ] [main      ] Overwriting existing report for 2026-01-02
[2026-01-07T20:36:27.642336] [INFO ] [main      ] Generated forecast report for 2026-01-02: 409 forecasts
[2026-01-07T20:36:27.642651] [INFO ] [main      ] Processing forecast date: 2026-01-05
[2026-01-07T20:36:27.684300] [INFO ] [main      ] Overwriting existing report for 2026-01-05
[2026-01-07T20:36:27.685903] [INFO ] [main      ] Generated forecast report for 2026-01-05: 420 forecasts
[2026-01-07T20:36:27.686015] [INFO ] [main      ] Processing forecast date: 2026-01-06
[2026-01-07T20:36:27.736327] [INFO ] [main      ] Overwriting existing report for 2026-01-06
[2026-01-07T20:36:27.737941] [INFO ] [main      ] Generated forecast report for 2026-01-06: 429 forecasts
[2026-01-07T20:36:27.738049] [INFO ] [main      ] Processing forecast date: 2026-01-07
[2026-01-07T20:36:27.824945] [INFO ] [main      ] Overwriting existing report for 2026-01-07
[2026-01-07T20:36:27.826455] [INFO ] [main      ] Generated forecast report for 2026-01-07: 407 forecasts
[2026-01-07T20:36:27.826551] [INFO ] [main      ] Processing forecast date: 2026-01-08
[2026-01-07T20:36:27.835186] [INFO ] [main      ] Generated forecast report for 2026-01-08: 391 forecasts
[2026-01-07T20:36:27.835271] [INFO ] [main      ] Generated 36/36 forecast reports
[2026-01-07T20:36:27.835319] [INFO ] [main      ] Reading forecast report for email: ./output/forecasts/full/2026-01-08.txt
[2026-01-07T20:36:28.578187] [DEBUG] [EMAIL     ] Email sent to 'chris.punches@silogroup.org' with subject: 'MAG Forecast Report - 2026-01-08'
[2026-01-07T20:36:28.578413] [INFO ] [main      ] Forecast report email sent for 2026-01-08
[2026-01-07T20:36:28.578517] [INFO ] [MAG       ] MAG operation completed successfully
[2026-01-07T20:36:28.578847] [WARN ] [STATE     ] State set to: COMPLETED_OK
[2026-01-07T20:36:28.579126] [INFO ] [STATE     ] Last completion updated: 2026-01-07T20:36:28.578933