[2026-01-06T20:30:03.114294] [INFO ] [MAG ] Starting MAG operation... [2026-01-06T20:30:03.299496] [DEBUG] [R-STATUS ] Registered 'tdm' as a dependent service. [2026-01-06T20:30:03.475707] [DEBUG] [R-STATUS ] Registered 'sig' as a dependent service. [2026-01-06T20:30:03.651526] [DEBUG] [R-STATUS ] Registered 'sap' as a dependent service. [2026-01-06T20:30:03.826786] [DEBUG] [R-STATUS ] Registered 'exp' as a dependent service. [2026-01-06T20:30:03.827134] [WARN ] [STATE ] State set to: WAITING [2026-01-06T20:30:03.827397] [INFO ] [STATE ] Checking service statuses... [2026-01-06T20:30:03.833799] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-06T20:30:03.838198] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-06), and is a dependency of this service. [2026-01-06T20:30:03.913980] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-06T20:30:03.981972] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-06T20:30:04.048763] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-06T20:30:04.048864] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-06T20:30:07.054138] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-06T20:30:07.058287] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-06), and is a dependency of this service. [2026-01-06T20:30:07.061848] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-06T20:30:07.065628] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-06T20:30:07.069187] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-06T20:30:07.069256] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-06T20:30:10.075336] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-06T20:30:10.079883] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-06), and is a dependency of this service. [2026-01-06T20:30:10.084043] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-06T20:30:10.088175] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-06T20:30:10.092430] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-06T20:30:10.092517] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-06T20:30:13.099378] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-06T20:30:13.104100] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-06), and is a dependency of this service. [2026-01-06T20:30:13.108919] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-06T20:30:13.113511] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-06T20:30:13.118006] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-06T20:30:13.118097] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-06T20:30:16.123322] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-06T20:30:16.128131] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-06), and is a dependency of this service. [2026-01-06T20:30:16.133253] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-06T20:30:16.137130] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-06T20:30:16.140832] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-06T20:30:16.140900] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-06T20:30:19.146176] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-06T20:30:19.150064] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-06), and is a dependency of this service. [2026-01-06T20:30:19.153897] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-06T20:30:19.157307] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-06T20:30:19.160869] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-06T20:30:19.160945] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-06T20:30:22.167465] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-06T20:30:22.171359] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-06), and is a dependency of this service. [2026-01-06T20:30:22.174901] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-06T20:30:22.178237] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-06T20:30:22.181615] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-06T20:30:22.181879] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-06T20:30:25.187018] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-06T20:30:25.191011] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-06), and is a dependency of this service. [2026-01-06T20:30:25.194835] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-06T20:30:25.198945] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-06T20:30:25.203360] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-06T20:30:25.203475] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-06T20:30:28.208292] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-06T20:30:28.212660] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-06), and is a dependency of this service. [2026-01-06T20:30:28.216923] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-06T20:30:28.221072] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-06T20:30:28.225012] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-06T20:30:28.225116] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-06T20:30:31.230315] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-06T20:30:31.234308] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-06), and is a dependency of this service. [2026-01-06T20:30:31.238024] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-06T20:30:31.241626] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-06T20:30:31.245246] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-06T20:30:31.245334] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-06T20:30:34.250598] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-06T20:30:34.254592] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-06), and is a dependency of this service. [2026-01-06T20:30:34.260828] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-06T20:30:34.270032] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-06T20:30:34.280831] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-06T20:30:34.280925] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-06T20:30:37.286938] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-06T20:30:37.291591] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-06), and is a dependency of this service. [2026-01-06T20:30:37.296673] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-06T20:30:37.302618] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-06T20:30:37.307292] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-06T20:30:37.307379] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-06T20:30:40.311986] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-06T20:30:40.315429] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-06), and is a dependency of this service. [2026-01-06T20:30:40.318944] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-06T20:30:40.322189] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-06T20:30:40.325508] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-06T20:30:40.325606] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-06T20:30:43.332121] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-06T20:30:43.336132] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-06), and is a dependency of this service. [2026-01-06T20:30:43.339901] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-06T20:30:43.343532] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-06T20:30:43.346994] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-06T20:30:43.347075] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-06T20:30:46.352106] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-06T20:30:46.355835] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-06), and is a dependency of this service. [2026-01-06T20:30:46.359467] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-06T20:30:46.363087] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-06T20:30:46.366846] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-06T20:30:46.366951] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-06T20:30:49.372217] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-06T20:30:49.376367] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-06), and is a dependency of this service. [2026-01-06T20:30:49.380233] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-06T20:30:49.383975] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-06T20:30:49.387698] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-06T20:30:49.387803] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-06T20:30:52.392921] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-06T20:30:52.396703] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-06), and is a dependency of this service. [2026-01-06T20:30:52.400178] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-06T20:30:52.403497] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-06T20:30:52.406770] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-06T20:30:52.406837] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-06T20:30:55.413437] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-06T20:30:55.418131] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-06), and is a dependency of this service. [2026-01-06T20:30:55.422735] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-06T20:30:55.427370] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-06T20:30:55.431722] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-06T20:30:55.431835] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-06T20:30:58.438155] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-06T20:30:58.443823] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-06), and is a dependency of this service. [2026-01-06T20:30:58.449701] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-06T20:30:58.455271] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-06T20:30:58.460718] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-06T20:30:58.460872] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-06T20:31:01.466120] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-06T20:31:01.470784] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-06), and is a dependency of this service. [2026-01-06T20:31:01.474613] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-06T20:31:01.478379] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-06T20:31:01.482471] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-06T20:31:01.482701] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-06T20:31:04.489125] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-06T20:31:04.493936] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-06), and is a dependency of this service. [2026-01-06T20:31:04.499423] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-06T20:31:04.504663] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-06T20:31:04.510264] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-06T20:31:04.510409] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-06T20:31:07.516161] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-06T20:31:07.520536] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-06), and is a dependency of this service. [2026-01-06T20:31:07.524601] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-06T20:31:07.529959] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-06T20:31:07.534979] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-06T20:31:07.535113] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-06T20:31:10.541238] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-06T20:31:10.546752] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-06), and is a dependency of this service. [2026-01-06T20:31:10.551468] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-06T20:31:10.555525] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-06T20:31:10.559213] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-06T20:31:10.559302] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-06T20:31:13.564197] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-06T20:31:13.569136] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-06), and is a dependency of this service. [2026-01-06T20:31:13.573217] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-06T20:31:13.577850] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-06T20:31:13.582729] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-06T20:31:13.582829] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-06T20:31:16.590358] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-06T20:31:16.594941] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-06), and is a dependency of this service. [2026-01-06T20:31:16.598554] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-06T20:31:16.602038] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-06T20:31:16.605397] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-06T20:31:16.605475] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-06T20:31:19.611869] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-06T20:31:19.615849] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-06), and is a dependency of this service. [2026-01-06T20:31:19.620644] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-06T20:31:19.624690] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-06T20:31:19.628994] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-06T20:31:19.629107] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-06T20:31:22.634061] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-06T20:31:22.638126] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-06), and is a dependency of this service. [2026-01-06T20:31:22.642000] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-06T20:31:22.645907] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-06T20:31:22.649913] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-06T20:31:22.650016] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-06T20:31:25.655027] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-06T20:31:25.659024] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-06), and is a dependency of this service. [2026-01-06T20:31:25.662526] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-06T20:31:25.665836] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-06T20:31:25.669662] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-06T20:31:25.669734] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-06T20:31:28.676107] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-06T20:31:28.681496] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-06), and is a dependency of this service. [2026-01-06T20:31:28.685692] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-06T20:31:28.690190] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-06T20:31:28.694723] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-06T20:31:28.694795] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-06T20:31:31.700165] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-06T20:31:31.704110] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-06), and is a dependency of this service. [2026-01-06T20:31:31.707861] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-06T20:31:31.711614] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-06T20:31:31.715136] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-06T20:31:31.715408] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-06T20:31:34.720711] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-06T20:31:34.724420] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-06), and is a dependency of this service. [2026-01-06T20:31:34.729807] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-06T20:31:34.735196] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-06T20:31:34.740423] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-06T20:31:34.740527] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-06T20:31:37.746717] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-06T20:31:37.752151] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-06), and is a dependency of this service. [2026-01-06T20:31:37.757149] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-06T20:31:37.761980] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-06T20:31:37.766609] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-06T20:31:37.766746] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-06T20:31:40.771457] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-06T20:31:40.775015] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-06), and is a dependency of this service. [2026-01-06T20:31:40.778249] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-06T20:31:40.781525] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-06T20:31:40.785075] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-06T20:31:40.785145] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-06T20:31:43.790410] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-06T20:31:43.794708] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-06), and is a dependency of this service. [2026-01-06T20:31:43.798225] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-06T20:31:43.801394] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-06T20:31:43.804885] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-06T20:31:43.804954] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-06T20:31:46.810114] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-06T20:31:46.813802] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-06), and is a dependency of this service. [2026-01-06T20:31:46.817281] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-06T20:31:46.821024] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-06T20:31:46.824620] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-06T20:31:46.824716] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-06T20:31:49.829087] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-06T20:31:49.832768] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-06), and is a dependency of this service. [2026-01-06T20:31:49.836322] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-06T20:31:49.839722] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-06T20:31:49.843045] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-06T20:31:49.843116] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-06T20:31:52.848431] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-06T20:31:52.852922] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-06), and is a dependency of this service. [2026-01-06T20:31:52.856495] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-06T20:31:52.860163] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-06T20:31:52.864230] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-06T20:31:52.864326] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-06T20:31:55.869486] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-06T20:31:55.873073] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-06), and is a dependency of this service. [2026-01-06T20:31:55.876345] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-06T20:31:55.879611] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-06T20:31:55.882792] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-06T20:31:55.882864] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-06T20:31:58.889504] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-06T20:31:58.893691] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-06), and is a dependency of this service. [2026-01-06T20:31:58.898507] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-06T20:31:58.903687] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-06T20:31:58.908779] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-06T20:31:58.908923] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-06T20:32:01.915829] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-06T20:32:01.922277] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-06), and is a dependency of this service. [2026-01-06T20:32:01.927593] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-06T20:32:01.932711] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-06T20:32:01.938156] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-06T20:32:01.938265] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-06T20:32:04.943147] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-06T20:32:04.947043] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-06), and is a dependency of this service. [2026-01-06T20:32:04.957343] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-06T20:32:04.964427] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-06T20:32:04.977623] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-06T20:32:04.977737] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-06T20:32:07.982256] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-06T20:32:07.985798] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-06), and is a dependency of this service. [2026-01-06T20:32:07.989345] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-06T20:32:07.992854] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-06T20:32:07.996175] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-06T20:32:07.996255] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-06T20:32:11.001755] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-06T20:32:11.005951] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-06), and is a dependency of this service. [2026-01-06T20:32:11.010439] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-06T20:32:11.014642] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-06T20:32:11.018477] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-06T20:32:11.018566] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-06T20:32:14.023595] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-06T20:32:14.027596] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-06), and is a dependency of this service. [2026-01-06T20:32:14.031385] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-06T20:32:14.035105] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-06T20:32:14.038853] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-06T20:32:14.038952] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-06T20:32:17.043529] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-06T20:32:17.047800] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-06), and is a dependency of this service. [2026-01-06T20:32:17.051916] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-06T20:32:17.056125] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-06T20:32:17.060212] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-06T20:32:17.060295] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-06T20:32:20.065507] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-06T20:32:20.069788] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-06), and is a dependency of this service. [2026-01-06T20:32:20.073460] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-06T20:32:20.076844] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-06T20:32:20.081161] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-06T20:32:20.081267] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-06T20:32:23.086070] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-06T20:32:23.090145] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-06), and is a dependency of this service. [2026-01-06T20:32:23.093607] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-06T20:32:23.096984] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-06T20:32:23.100414] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-06T20:32:23.100487] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-06T20:32:26.105775] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-06T20:32:26.109470] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-06), and is a dependency of this service. [2026-01-06T20:32:26.113337] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-06T20:32:26.117063] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-06T20:32:26.120633] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-06T20:32:26.120711] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-06T20:32:29.126868] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-06T20:32:29.131921] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-06), and is a dependency of this service. [2026-01-06T20:32:29.137183] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-06T20:32:29.142810] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-06T20:32:29.147338] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-06T20:32:29.147434] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-06T20:32:32.153039] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-06T20:32:32.156744] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-06), and is a dependency of this service. [2026-01-06T20:32:32.160183] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-06T20:32:32.163716] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-06T20:32:32.167036] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-06T20:32:32.167114] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-06T20:32:35.172262] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-06T20:32:35.176183] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-06), and is a dependency of this service. [2026-01-06T20:32:35.180115] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-06T20:32:35.183868] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-06T20:32:35.187699] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-06T20:32:35.187787] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-06T20:32:38.193131] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-06T20:32:38.196449] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-06), and is a dependency of this service. [2026-01-06T20:32:38.199830] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-06T20:32:38.203104] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-06T20:32:38.206478] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-06T20:32:38.206548] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-06T20:32:41.212061] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-06T20:32:41.215874] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-06), and is a dependency of this service. [2026-01-06T20:32:41.219208] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-06T20:32:41.222733] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-06T20:32:41.226601] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-06T20:32:41.226707] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-06T20:32:44.231697] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-06T20:32:44.235146] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-06), and is a dependency of this service. [2026-01-06T20:32:44.238772] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-06T20:32:44.242179] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-06T20:32:44.245468] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-06T20:32:44.245541] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-06T20:32:47.250773] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-06T20:32:47.254644] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-06), and is a dependency of this service. [2026-01-06T20:32:47.258514] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-06T20:32:47.262201] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-06T20:32:47.266540] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-06T20:32:47.266679] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-06T20:32:50.273417] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-06T20:32:50.279459] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-06), and is a dependency of this service. [2026-01-06T20:32:50.285377] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-06T20:32:50.289334] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-06T20:32:50.293090] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-06T20:32:50.293168] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-06T20:32:53.303935] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-06T20:32:53.314237] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-06), and is a dependency of this service. [2026-01-06T20:32:53.323406] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-06T20:32:53.329808] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-06T20:32:53.335242] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-06T20:32:53.335377] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-06T20:32:56.340730] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-06T20:32:56.344196] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-06), and is a dependency of this service. [2026-01-06T20:32:56.347509] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-06T20:32:56.350768] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-06T20:32:56.353905] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-06T20:32:56.354002] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-06T20:32:59.358930] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-06T20:32:59.362487] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-06), and is a dependency of this service. [2026-01-06T20:32:59.366172] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-06T20:32:59.370259] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-06T20:32:59.374444] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-06T20:32:59.374527] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-06T20:33:02.380864] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-06T20:33:02.385625] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-06), and is a dependency of this service. [2026-01-06T20:33:02.390332] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-06T20:33:02.394111] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-06T20:33:02.397391] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-06T20:33:02.397458] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-06T20:33:05.402682] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-06T20:33:05.406766] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-06), and is a dependency of this service. [2026-01-06T20:33:05.413419] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-06T20:33:05.429794] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-06T20:33:05.438689] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-06T20:33:05.438819] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-06T20:33:08.443479] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-06T20:33:08.447512] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-06), and is a dependency of this service. [2026-01-06T20:33:08.451627] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-06T20:33:08.455128] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-06T20:33:08.459530] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-06T20:33:08.459703] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-06T20:33:11.465876] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-06T20:33:11.470649] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-06), and is a dependency of this service. [2026-01-06T20:33:11.474371] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-06T20:33:11.478563] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-06T20:33:11.482188] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-06T20:33:11.482256] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-06T20:33:14.487079] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-06T20:33:14.490693] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-06), and is a dependency of this service. [2026-01-06T20:33:14.494450] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-06T20:33:14.497737] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-06T20:33:14.501407] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-06T20:33:14.501498] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-06T20:33:17.507565] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-06T20:33:17.512608] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-06), and is a dependency of this service. [2026-01-06T20:33:17.516169] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-06T20:33:17.519425] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-06T20:33:17.523282] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-06T20:33:17.523352] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-06T20:33:20.530224] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-06T20:33:20.535793] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-06), and is a dependency of this service. [2026-01-06T20:33:20.541093] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-06T20:33:20.546513] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-06T20:33:20.552001] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-06T20:33:20.552144] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-06T20:33:23.557255] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-06T20:33:23.560810] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-06), and is a dependency of this service. [2026-01-06T20:33:23.564242] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-06T20:33:23.567900] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-06T20:33:23.571476] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-06T20:33:23.571569] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-06T20:33:26.576609] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-06T20:33:26.580259] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-06), and is a dependency of this service. [2026-01-06T20:33:26.584047] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-06T20:33:26.587847] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-06T20:33:26.591484] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-06T20:33:26.591604] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-06T20:33:29.596979] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-06T20:33:29.600892] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-06), and is a dependency of this service. [2026-01-06T20:33:29.604196] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-06T20:33:29.607478] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-06T20:33:29.611030] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-06T20:33:29.611107] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-06T20:33:32.617727] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-06T20:33:32.622968] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-06), and is a dependency of this service. [2026-01-06T20:33:32.627847] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-06T20:33:32.632636] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-06T20:33:32.637675] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-06T20:33:32.637802] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-06T20:33:35.642924] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-06T20:33:35.646690] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-06), and is a dependency of this service. [2026-01-06T20:33:35.651002] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-06T20:33:35.658446] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-06T20:33:35.662689] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-06T20:33:35.662782] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-06T20:33:38.668666] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-06T20:33:38.672739] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-06), and is a dependency of this service. [2026-01-06T20:33:38.677827] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-06T20:33:38.682028] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-06T20:33:38.685852] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-06T20:33:38.685947] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-06T20:33:41.690909] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-06T20:33:41.694238] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-06), and is a dependency of this service. [2026-01-06T20:33:41.697468] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-06T20:33:41.700857] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-06T20:33:41.704131] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-06T20:33:41.704217] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-06T20:33:44.708942] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-06T20:33:44.712966] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-06), and is a dependency of this service. [2026-01-06T20:33:44.716383] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-06T20:33:44.720124] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-06T20:33:44.723476] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-06T20:33:44.723553] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-06T20:33:47.728676] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-06T20:33:47.733368] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-06), and is a dependency of this service. [2026-01-06T20:33:47.737203] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-06T20:33:47.740737] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-06T20:33:47.744120] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-06T20:33:47.744200] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-06T20:33:50.749973] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-06T20:33:50.753354] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-06), and is a dependency of this service. [2026-01-06T20:33:50.756814] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-06T20:33:50.760458] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-06T20:33:50.764221] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-06T20:33:50.764310] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-06T20:33:53.769168] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-06T20:33:53.772687] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-06), and is a dependency of this service. [2026-01-06T20:33:53.776274] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-06T20:33:53.779758] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-06T20:33:53.783033] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-06T20:33:53.783108] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-06T20:33:56.787798] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-06T20:33:56.791291] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-06), and is a dependency of this service. [2026-01-06T20:33:56.794744] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-06T20:33:56.798203] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-06T20:33:56.801922] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-06T20:33:56.801995] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-06T20:33:59.806939] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-06T20:33:59.814195] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-06), and is a dependency of this service. [2026-01-06T20:33:59.817764] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-06T20:33:59.821765] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-06T20:33:59.825032] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-06T20:33:59.825117] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-06T20:34:02.830226] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-06T20:34:02.833749] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-06), and is a dependency of this service. [2026-01-06T20:34:02.837070] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-06T20:34:02.840623] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-06T20:34:02.844067] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-06T20:34:02.844155] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-06T20:34:05.849659] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-06T20:34:05.853435] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-06), and is a dependency of this service. [2026-01-06T20:34:05.870845] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-06T20:34:05.876253] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-06T20:34:05.885341] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-06T20:34:05.885423] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-06T20:34:08.890315] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-06T20:34:08.893970] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-06), and is a dependency of this service. [2026-01-06T20:34:08.897861] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-06T20:34:08.901790] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-06T20:34:08.905082] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-06T20:34:08.905152] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-06T20:34:11.910135] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-06T20:34:11.914075] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-06), and is a dependency of this service. [2026-01-06T20:34:11.918072] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-06T20:34:11.922028] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-06T20:34:11.927050] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-06T20:34:11.927192] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-06T20:34:14.932761] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-06T20:34:14.937271] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-06), and is a dependency of this service. [2026-01-06T20:34:14.941379] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-06T20:34:14.945345] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-06T20:34:14.949419] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-06T20:34:14.949497] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-06T20:34:17.954315] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-06T20:34:17.958979] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-06), and is a dependency of this service. [2026-01-06T20:34:17.962741] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-06T20:34:17.966230] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-06T20:34:17.970105] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-06T20:34:17.970182] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-06T20:34:20.974997] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-06T20:34:20.978349] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-06), and is a dependency of this service. [2026-01-06T20:34:20.981562] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-06T20:34:20.984805] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-06T20:34:20.987964] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-06T20:34:20.988037] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-06T20:34:23.993769] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-06T20:34:23.997476] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-06), and is a dependency of this service. [2026-01-06T20:34:24.001045] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-06T20:34:24.004528] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-06T20:34:24.007994] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-06T20:34:24.008087] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-06T20:34:27.013219] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-06T20:34:27.018389] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-06), and is a dependency of this service. [2026-01-06T20:34:27.022526] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-06T20:34:27.026479] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-06T20:34:27.030348] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-06T20:34:27.030438] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-06T20:34:30.035317] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-06T20:34:30.038686] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-06), and is a dependency of this service. [2026-01-06T20:34:30.041965] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-06T20:34:30.045177] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-06T20:34:30.048334] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-06T20:34:30.048408] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-06T20:34:33.057966] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-06T20:34:33.067718] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-06), and is a dependency of this service. [2026-01-06T20:34:33.076336] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-06T20:34:33.087568] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-06T20:34:33.096683] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-06T20:34:33.096917] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-06T20:34:36.101934] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-06T20:34:36.105557] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-06), and is a dependency of this service. [2026-01-06T20:34:36.171128] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-06T20:34:36.237541] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-06T20:34:36.304421] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-06T20:34:36.304530] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-06T20:34:39.310127] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-06T20:34:39.313787] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-06), and is a dependency of this service. [2026-01-06T20:34:39.317477] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-06T20:34:39.321041] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-06T20:34:39.324701] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-06T20:34:39.324780] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-06T20:34:42.332010] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-06T20:34:42.336827] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-06), and is a dependency of this service. [2026-01-06T20:34:42.341828] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-06T20:34:42.346689] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-06T20:34:42.351705] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-06T20:34:42.351806] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-06T20:34:45.357123] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-06T20:34:45.361681] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-06), and is a dependency of this service. [2026-01-06T20:34:45.366379] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-06T20:34:45.370823] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-06T20:34:45.374954] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-06T20:34:45.375053] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-06T20:34:48.380196] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-06T20:34:48.383913] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-06), and is a dependency of this service. [2026-01-06T20:34:48.387523] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-06T20:34:48.391436] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-06T20:34:48.395130] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-06T20:34:48.395204] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-06T20:34:51.400453] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-06T20:34:51.403860] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-06), and is a dependency of this service. [2026-01-06T20:34:51.407128] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-06T20:34:51.410313] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-06T20:34:51.413601] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-06T20:34:51.413677] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-06T20:34:54.418681] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-06T20:34:54.422960] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-06), and is a dependency of this service. [2026-01-06T20:34:54.427140] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-06T20:34:54.430543] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-06T20:34:54.433901] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-06T20:34:54.433979] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-06T20:34:57.440514] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-06T20:34:57.445297] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-06), and is a dependency of this service. [2026-01-06T20:34:57.450077] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-06T20:34:57.453892] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-06T20:34:57.457313] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-06T20:34:57.457393] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-06T20:35:00.462851] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-06T20:35:00.468360] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-06), and is a dependency of this service. [2026-01-06T20:35:00.475130] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-06T20:35:00.481048] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-06T20:35:00.486602] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-06T20:35:00.486852] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-06T20:35:03.493642] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-06T20:35:03.499643] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-06), and is a dependency of this service. [2026-01-06T20:35:03.504432] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-06T20:35:03.509115] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-06T20:35:03.513860] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-06T20:35:03.513978] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-06T20:35:06.518978] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-06T20:35:06.522793] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-06), and is a dependency of this service. [2026-01-06T20:35:06.529818] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-06T20:35:06.533879] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-06T20:35:06.538023] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-06T20:35:06.538109] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-06T20:35:09.544039] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-06T20:35:09.547425] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-06), and is a dependency of this service. [2026-01-06T20:35:09.550915] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-06T20:35:09.554527] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-06T20:35:09.558133] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-06T20:35:09.558214] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-06T20:35:12.563598] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-06T20:35:12.567193] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-06), and is a dependency of this service. [2026-01-06T20:35:12.570617] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-06T20:35:12.573931] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-06T20:35:12.577309] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-06T20:35:12.577401] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-06T20:35:15.582027] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-06T20:35:15.585620] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-06), and is a dependency of this service. [2026-01-06T20:35:15.590291] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service. [2026-01-06T20:35:15.594397] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-06T20:35:15.598390] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-06T20:35:15.598461] [WARN ] [R-STATUS ] One or more dependent services are not clear. Waiting 3 seconds before checking again. [2026-01-06T20:35:18.603473] [WARN ] [tdm-status] Service 'tdm' is not running. [2026-01-06T20:35:18.607351] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-06), and is a dependency of this service. [2026-01-06T20:35:18.611195] [WARN ] [sig-status] Service 'sig' is not running. [2026-01-06T20:35:18.614450] [WARN ] [sig-status] Service 'sig' is not running, has completed successfully since the last trading day (2026-01-06), and is a dependency of this service. [2026-01-06T20:35:18.617734] [WARN ] [sap-status] Service 'sap' is not running. [2026-01-06T20:35:18.621236] [WARN ] [exp-status] Service 'exp' is not running. [2026-01-06T20:35:18.621506] [WARN ] [STATE ] State set to: RUNNING [2026-01-06T20:35:18.621615] [INFO ] [MODE ] Using multithreaded [2026-01-06T20:35:18.621667] [DEBUG] [REMOTE ] Fetching available forecast dates from 'https://sig.silogroup.org/forecasts/full'. [2026-01-06T20:35:18.627854] [DEBUG] [REMOTE ] Found 59 available forecast dates. [2026-01-06T20:35:18.628159] [DEBUG] [REMOTE ] Fetching signal forecasts from 'https://sig.silogroup.org/forecasts/full/2026-01-07.txt'. [2026-01-06T20:35:18.635389] [DEBUG] [REMOTE ] Fetched 3516 signal forecasts for 2026-01-07. [2026-01-06T20:35:18.664912] [INFO ] [main ] Starting parallel forecast configuration with 4 worker processes for 0 symbols [2026-01-06T20:35:18.666420] [INFO ] [main ] Parallel configuration completed in 0.0s. Processed 0 symbols. [2026-01-06T20:35:18.666491] [INFO ] [main ] Configuration success rate: 0.0% (0/0 symbols) [2026-01-06T20:35:19.452522] [DEBUG] [EMAIL ] Email sent to 'chris.punches@silogroup.org' with subject: 'COMPLETE_OK: MAG Forecast Configuration Completed (0/0 @ 0.00%)' [2026-01-06T20:35:19.461469] [INFO ] [MODE ] Using multithreaded [2026-01-06T20:35:19.461617] [INFO ] [main ] Fetching signal forecasts... [2026-01-06T20:35:19.461683] [DEBUG] [REMOTE ] Fetching available forecast dates from 'https://sig.silogroup.org/forecasts/full'. [2026-01-06T20:35:19.469318] [DEBUG] [REMOTE ] Found 59 available forecast dates. [2026-01-06T20:35:19.469589] [INFO ] [main ] Found available forecast date (2026-01-07). [2026-01-06T20:35:19.469673] [DEBUG] [REMOTE ] Fetching signal forecasts from 'https://sig.silogroup.org/forecasts/full/2026-01-07.txt'. [2026-01-06T20:35:19.476386] [DEBUG] [REMOTE ] Fetched 3516 signal forecasts for 2026-01-07. [2026-01-06T20:35:19.476567] [INFO ] [main ] Fetched 3516 forecasts. [2026-01-06T20:35:19.476889] [INFO ] [main ] Found 407 high-confidence bullish forecasts (>= 90.0%). [2026-01-06T20:35:19.476952] [INFO ] [main ] Starting parallel forecast generation with 4 worker processes for 407 symbols [2026-01-06T20:35:19.502214] [INFO ] [main ] Fetching symbol history for SEDG... [2026-01-06T20:35:19.502365] [INFO ] [main ] Fetching symbol history for GPRE... [2026-01-06T20:35:19.502326] [INFO ] [main ] Fetching symbol history for PCN... [2026-01-06T20:35:19.502565] [DEBUG] [REMOTE ] SEDG: Fetching historical data. [2026-01-06T20:35:19.502691] [DEBUG] [REMOTE ] PCN: Fetching historical data. [2026-01-06T20:35:19.502706] [DEBUG] [REMOTE ] GPRE: Fetching historical data. [2026-01-06T20:35:19.505144] [INFO ] [main ] Fetching symbol history for CCK... [2026-01-06T20:35:19.505421] [DEBUG] [REMOTE ] CCK: Fetching historical data. [2026-01-06T20:35:19.530828] [DEBUG] [REMOTE ] GPRE: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:19.530828] [DEBUG] [REMOTE ] CCK: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:19.530833] [DEBUG] [REMOTE ] PCN: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:19.531983] [DEBUG] [LOCAL ] Loaded configuration for PCN: 4 features, N/A% accuracy [2026-01-06T20:35:19.532011] [DEBUG] [LOCAL ] Loaded configuration for GPRE: 4 features, N/A% accuracy [2026-01-06T20:35:19.532055] [INFO ] [LOCAL ] PCN: Loaded 4 optimal features with 56.27% confidence from JSON config [2026-01-06T20:35:19.532082] [INFO ] [LOCAL ] GPRE: Loaded 4 optimal features with 72.81% confidence from JSON config [2026-01-06T20:35:19.532094] [DEBUG] [MAG ] Building data for symbol: PCN with lookback: 0 [2026-01-06T20:35:19.532121] [DEBUG] [MAG ] Building data for symbol: GPRE with lookback: 0 [2026-01-06T20:35:19.532606] [DEBUG] [LOCAL ] Loaded configuration for CCK: 5 features, N/A% accuracy [2026-01-06T20:35:19.532668] [INFO ] [LOCAL ] CCK: Loaded 5 optimal features with 58.19% confidence from JSON config [2026-01-06T20:35:19.532705] [DEBUG] [MAG ] Building data for symbol: CCK with lookback: 0 [2026-01-06T20:35:19.533061] [DEBUG] [REMOTE ] SEDG: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:19.533856] [DEBUG] [LOCAL ] Loaded configuration for SEDG: 1 features, N/A% accuracy [2026-01-06T20:35:19.533921] [INFO ] [LOCAL ] SEDG: Loaded 1 optimal features with 37.78% confidence from JSON config [2026-01-06T20:35:19.533958] [DEBUG] [MAG ] Building data for symbol: SEDG with lookback: 0 [2026-01-06T20:35:19.534159] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-06T20:35:19.534165] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-06T20:35:19.534242] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:35:19.534246] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:35:19.534694] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-06T20:35:19.534810] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:35:19.535555] [DEBUG] [FEATURES ] DataBuilder: Executing 1 feature methods. [2026-01-06T20:35:19.535657] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:35:19.540864] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:19.540875] [DEBUG] [FEATURES ] DataBuilder: Executing add_fullday_parkinson_range [2026-01-06T20:35:19.540867] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_hour_microstructure [2026-01-06T20:35:19.542186] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:19.543104] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:35:19.543117] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_fill_state [2026-01-06T20:35:19.544076] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-06T20:35:19.544988] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_vs_prev_range_position [2026-01-06T20:35:19.545148] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:19.548265] [DEBUG] [FEATURES ] DataBuilder: Executing add_overnight_gap_amplitude [2026-01-06T20:35:19.549008] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:19.583861] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_skewness_proxies [2026-01-06T20:35:19.585365] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_hour_microstructure [2026-01-06T20:35:19.588337] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:19.900965] [DEBUG] [MAG ] SEDG: Last date is validated at 2026-01-06 [2026-01-06T20:35:19.905929] [DEBUG] [MAG ] GPRE: Last date is validated at 2026-01-06 [2026-01-06T20:35:19.920379] [DEBUG] [MAG ] PCN: Last date is validated at 2026-01-06 [2026-01-06T20:35:19.951978] [DEBUG] [MAG ] CCK: Last date is validated at 2026-01-06 [2026-01-06T20:35:20.072252] [DEBUG] [MAG ] SEDG: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:20.077788] [DEBUG] [MAG ] GPRE: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:20.102641] [DEBUG] [MAG ] PCN: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:20.121922] [DEBUG] [MAG ] CCK: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:20.174639] [INFO ] [LOCAL ] GPRE: Saved forecast. [2026-01-06T20:35:20.174719] [INFO ] [main ] GPRE: Signal=1 (Conf=100.0%), Magnitude=0.98% (Conf=72.8115%) [2026-01-06T20:35:20.175330] [INFO ] [main ] Fetching symbol history for TSQ... [2026-01-06T20:35:20.175387] [DEBUG] [REMOTE ] TSQ: Fetching historical data. [2026-01-06T20:35:20.175741] [INFO ] [main ] Progress: 1/407 forecasts completed (0.2%). GPRE finished in 0.7s. ETA: 4m 44s. Rate: 85.87 forecasts/min [2026-01-06T20:35:20.180794] [INFO ] [LOCAL ] PCN: Saved forecast. [2026-01-06T20:35:20.180868] [INFO ] [main ] PCN: Signal=1 (Conf=100.0%), Magnitude=-0.26% (Conf=56.2675%) [2026-01-06T20:35:20.181359] [INFO ] [main ] Fetching symbol history for PMAX... [2026-01-06T20:35:20.181417] [DEBUG] [REMOTE ] PMAX: Fetching historical data. [2026-01-06T20:35:20.182254] [INFO ] [main ] Progress: 2/407 forecasts completed (0.5%). PCN finished in 0.7s. ETA: 2m 23s. Rate: 170.15 forecasts/min [2026-01-06T20:35:20.185386] [INFO ] [LOCAL ] SEDG: Saved forecast. [2026-01-06T20:35:20.185655] [INFO ] [main ] SEDG: Signal=1 (Conf=100.0%), Magnitude=4.94% (Conf=37.7786%) [2026-01-06T20:35:20.186018] [INFO ] [main ] Fetching symbol history for CNK... [2026-01-06T20:35:20.186073] [DEBUG] [REMOTE ] CNK: Fetching historical data. [2026-01-06T20:35:20.186209] [DEBUG] [REMOTE ] TSQ: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:20.186964] [INFO ] [main ] Progress: 3/407 forecasts completed (0.7%). SEDG finished in 0.7s. ETA: 1m 36s. Rate: 253.53 forecasts/min [2026-01-06T20:35:20.187086] [DEBUG] [LOCAL ] Loaded configuration for TSQ: 4 features, N/A% accuracy [2026-01-06T20:35:20.187128] [INFO ] [LOCAL ] TSQ: Loaded 4 optimal features with 55.88% confidence from JSON config [2026-01-06T20:35:20.187159] [DEBUG] [MAG ] Building data for symbol: TSQ with lookback: 0 [2026-01-06T20:35:20.187948] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-06T20:35:20.188017] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:35:20.192104] [DEBUG] [REMOTE ] PMAX: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:20.192797] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_hour_microstructure [2026-01-06T20:35:20.192874] [DEBUG] [LOCAL ] Loaded configuration for PMAX: 6 features, N/A% accuracy [2026-01-06T20:35:20.192929] [INFO ] [LOCAL ] PMAX: Loaded 6 optimal features with 47.90% confidence from JSON config [2026-01-06T20:35:20.192962] [DEBUG] [MAG ] Building data for symbol: PMAX with lookback: 0 [2026-01-06T20:35:20.193762] [DEBUG] [FEATURES ] DataBuilder: Executing 6 feature methods. [2026-01-06T20:35:20.193826] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:35:20.195794] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_reversal_intensity [2026-01-06T20:35:20.197207] [DEBUG] [FEATURES ] DataBuilder: Executing add_overnight_gap_amplitude [2026-01-06T20:35:20.197853] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:20.197983] [DEBUG] [REMOTE ] CNK: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:20.198744] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:20.199150] [DEBUG] [LOCAL ] Loaded configuration for CNK: 6 features, N/A% accuracy [2026-01-06T20:35:20.199210] [INFO ] [LOCAL ] CNK: Loaded 6 optimal features with 53.39% confidence from JSON config [2026-01-06T20:35:20.199242] [DEBUG] [MAG ] Building data for symbol: CNK with lookback: 0 [2026-01-06T20:35:20.200154] [DEBUG] [FEATURES ] DataBuilder: Executing 6 feature methods. [2026-01-06T20:35:20.200229] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:20.200632] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:35:20.201210] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:35:20.201691] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-06T20:35:20.202112] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:35:20.202448] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-06T20:35:20.202893] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:35:20.203389] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:35:20.203487] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:20.203839] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_resolution_state [2026-01-06T20:35:20.244797] [INFO ] [LOCAL ] CCK: Saved forecast. [2026-01-06T20:35:20.244873] [INFO ] [main ] CCK: Signal=1 (Conf=100.0%), Magnitude=-2.30% (Conf=58.1949%) [2026-01-06T20:35:20.245288] [INFO ] [main ] Fetching symbol history for STEM... [2026-01-06T20:35:20.245343] [DEBUG] [REMOTE ] STEM: Fetching historical data. [2026-01-06T20:35:20.245670] [INFO ] [main ] Progress: 4/407 forecasts completed (1.0%). CCK finished in 0.7s. ETA: 1m 17s. Rate: 312.23 forecasts/min [2026-01-06T20:35:20.253322] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_skewness_proxies [2026-01-06T20:35:20.254659] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:20.256267] [DEBUG] [REMOTE ] STEM: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:20.257185] [DEBUG] [LOCAL ] Loaded configuration for STEM: 5 features, N/A% accuracy [2026-01-06T20:35:20.257238] [INFO ] [LOCAL ] STEM: Loaded 5 optimal features with 59.84% confidence from JSON config [2026-01-06T20:35:20.257271] [DEBUG] [MAG ] Building data for symbol: STEM with lookback: 0 [2026-01-06T20:35:20.258078] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-06T20:35:20.258140] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:35:20.266660] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-06T20:35:20.267585] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-06T20:35:20.268406] [DEBUG] [FEATURES ] DataBuilder: Executing add_fullday_parkinson_range [2026-01-06T20:35:20.270171] [DEBUG] [FEATURES ] DataBuilder: Executing add_morning_followthrough_mag_T0 [2026-01-06T20:35:20.270928] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:20.551427] [DEBUG] [MAG ] PMAX: Last date is validated at 2026-01-06 [2026-01-06T20:35:20.562850] [DEBUG] [MAG ] TSQ: Last date is validated at 2026-01-06 [2026-01-06T20:35:20.601302] [DEBUG] [MAG ] CNK: Last date is validated at 2026-01-06 [2026-01-06T20:35:20.618236] [DEBUG] [MAG ] STEM: Last date is validated at 2026-01-06 [2026-01-06T20:35:20.723456] [DEBUG] [MAG ] PMAX: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:20.732968] [DEBUG] [MAG ] TSQ: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:20.768328] [DEBUG] [MAG ] CNK: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:20.788499] [DEBUG] [MAG ] STEM: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:20.795396] [INFO ] [LOCAL ] TSQ: Saved forecast. [2026-01-06T20:35:20.795465] [INFO ] [main ] TSQ: Signal=1 (Conf=100.0%), Magnitude=0.60% (Conf=55.8827%) [2026-01-06T20:35:20.795652] [INFO ] [main ] Fetching symbol history for TS... [2026-01-06T20:35:20.795701] [DEBUG] [REMOTE ] TS: Fetching historical data. [2026-01-06T20:35:20.796676] [INFO ] [main ] Progress: 5/407 forecasts completed (1.2%). TSQ finished in 0.6s. ETA: 1m 46s. Rate: 227.33 forecasts/min [2026-01-06T20:35:20.806676] [DEBUG] [REMOTE ] TS: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:20.808299] [DEBUG] [LOCAL ] Loaded configuration for TS: 1 features, N/A% accuracy [2026-01-06T20:35:20.808353] [INFO ] [LOCAL ] TS: Loaded 1 optimal features with 63.90% confidence from JSON config [2026-01-06T20:35:20.808396] [DEBUG] [MAG ] Building data for symbol: TS with lookback: 0 [2026-01-06T20:35:20.809218] [DEBUG] [FEATURES ] DataBuilder: Executing 1 feature methods. [2026-01-06T20:35:20.809276] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:35:20.811035] [INFO ] [LOCAL ] PMAX: Saved forecast. [2026-01-06T20:35:20.811107] [INFO ] [main ] PMAX: Signal=1 (Conf=100.0%), Magnitude=1.29% (Conf=47.8997%) [2026-01-06T20:35:20.811462] [INFO ] [main ] Fetching symbol history for CBNK... [2026-01-06T20:35:20.811516] [DEBUG] [REMOTE ] CBNK: Fetching historical data. [2026-01-06T20:35:20.811664] [INFO ] [main ] Progress: 6/407 forecasts completed (1.5%). PMAX finished in 0.6s. ETA: 1m 29s. Rate: 269.73 forecasts/min [2026-01-06T20:35:20.815055] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:20.823798] [DEBUG] [REMOTE ] CBNK: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:20.824605] [DEBUG] [LOCAL ] Loaded configuration for CBNK: 4 features, N/A% accuracy [2026-01-06T20:35:20.824658] [INFO ] [LOCAL ] CBNK: Loaded 4 optimal features with 42.30% confidence from JSON config [2026-01-06T20:35:20.824689] [DEBUG] [MAG ] Building data for symbol: CBNK with lookback: 0 [2026-01-06T20:35:20.825435] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-06T20:35:20.825494] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:35:20.830405] [DEBUG] [FEATURES ] DataBuilder: Executing add_directional_consistency [2026-01-06T20:35:20.854052] [INFO ] [LOCAL ] CNK: Saved forecast. [2026-01-06T20:35:20.854122] [INFO ] [main ] CNK: Signal=1 (Conf=100.0%), Magnitude=-0.17% (Conf=53.3928%) [2026-01-06T20:35:20.854493] [INFO ] [main ] Fetching symbol history for NVO... [2026-01-06T20:35:20.854545] [DEBUG] [REMOTE ] NVO: Fetching historical data. [2026-01-06T20:35:20.855647] [INFO ] [main ] Progress: 7/407 forecasts completed (1.7%). CNK finished in 0.7s. ETA: 1m 19s. Rate: 304.65 forecasts/min [2026-01-06T20:35:20.866800] [DEBUG] [REMOTE ] NVO: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:20.867493] [DEBUG] [LOCAL ] Loaded configuration for NVO: 6 features, N/A% accuracy [2026-01-06T20:35:20.867542] [INFO ] [LOCAL ] NVO: Loaded 6 optimal features with 56.02% confidence from JSON config [2026-01-06T20:35:20.867591] [DEBUG] [MAG ] Building data for symbol: NVO with lookback: 0 [2026-01-06T20:35:20.868337] [DEBUG] [FEATURES ] DataBuilder: Executing 6 feature methods. [2026-01-06T20:35:20.868399] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:20.870133] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:35:20.870648] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:35:20.871046] [DEBUG] [FEATURES ] DataBuilder: Executing add_micro_gap_fill_velocity [2026-01-06T20:35:20.873223] [DEBUG] [FEATURES ] DataBuilder: Executing add_overnight_gap_amplitude [2026-01-06T20:35:20.873891] [DEBUG] [FEATURES ] DataBuilder: Executing add_prev_1100_to_open [2026-01-06T20:35:20.874561] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:20.899186] [INFO ] [LOCAL ] STEM: Saved forecast. [2026-01-06T20:35:20.899255] [INFO ] [main ] STEM: Signal=1 (Conf=100.0%), Magnitude=0.34% (Conf=59.8362%) [2026-01-06T20:35:20.899424] [INFO ] [main ] Fetching symbol history for QLYS... [2026-01-06T20:35:20.899469] [DEBUG] [REMOTE ] QLYS: Fetching historical data. [2026-01-06T20:35:20.900668] [INFO ] [main ] Progress: 8/407 forecasts completed (2.0%). STEM finished in 0.7s. ETA: 1m 11s. Rate: 337.16 forecasts/min [2026-01-06T20:35:20.911211] [DEBUG] [REMOTE ] QLYS: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:20.912111] [DEBUG] [LOCAL ] Loaded configuration for QLYS: 6 features, N/A% accuracy [2026-01-06T20:35:20.912162] [INFO ] [LOCAL ] QLYS: Loaded 6 optimal features with 56.44% confidence from JSON config [2026-01-06T20:35:20.912195] [DEBUG] [MAG ] Building data for symbol: QLYS with lookback: 0 [2026-01-06T20:35:20.913000] [DEBUG] [FEATURES ] DataBuilder: Executing 6 feature methods. [2026-01-06T20:35:20.913060] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:20.914831] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:35:20.915445] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:35:20.915941] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_session_pressure [2026-01-06T20:35:20.917010] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_11_elasticity [2026-01-06T20:35:20.918201] [DEBUG] [FEATURES ] DataBuilder: Executing add_shelf_lag [2026-01-06T20:35:20.923505] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:20.951372] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_resolution_state [2026-01-06T20:35:21.000546] [DEBUG] [FEATURES ] DataBuilder: Executing add_morning_followthrough_mag_T0 [2026-01-06T20:35:21.001511] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:21.169887] [DEBUG] [MAG ] TS: Last date is validated at 2026-01-06 [2026-01-06T20:35:21.230206] [DEBUG] [MAG ] NVO: Last date is validated at 2026-01-06 [2026-01-06T20:35:21.278654] [DEBUG] [MAG ] QLYS: Last date is validated at 2026-01-06 [2026-01-06T20:35:21.348467] [DEBUG] [MAG ] CBNK: Last date is validated at 2026-01-06 [2026-01-06T20:35:21.354068] [DEBUG] [MAG ] TS: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:21.405693] [DEBUG] [MAG ] NVO: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:21.438108] [INFO ] [LOCAL ] TS: Saved forecast. [2026-01-06T20:35:21.438179] [INFO ] [main ] TS: Signal=1 (Conf=100.0%), Magnitude=0.83% (Conf=63.9039%) [2026-01-06T20:35:21.438353] [INFO ] [main ] Fetching symbol history for PVL... [2026-01-06T20:35:21.438407] [DEBUG] [REMOTE ] PVL: Fetching historical data. [2026-01-06T20:35:21.438865] [INFO ] [main ] Progress: 9/407 forecasts completed (2.2%). TS finished in 0.6s. ETA: 1m 27s. Rate: 275.25 forecasts/min [2026-01-06T20:35:21.449813] [DEBUG] [REMOTE ] PVL: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:21.451163] [DEBUG] [LOCAL ] Loaded configuration for PVL: 7 features, N/A% accuracy [2026-01-06T20:35:21.451217] [INFO ] [LOCAL ] PVL: Loaded 7 optimal features with 40.39% confidence from JSON config [2026-01-06T20:35:21.451249] [DEBUG] [MAG ] Building data for symbol: PVL with lookback: 0 [2026-01-06T20:35:21.452049] [DEBUG] [FEATURES ] DataBuilder: Executing 7 feature methods. [2026-01-06T20:35:21.452112] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:35:21.457014] [DEBUG] [FEATURES ] DataBuilder: Executing add_shelf_lag [2026-01-06T20:35:21.458257] [DEBUG] [MAG ] QLYS: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:21.458417] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:21.460327] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:35:21.460949] [DEBUG] [FEATURES ] DataBuilder: Executing add_vol_of_vol [2026-01-06T20:35:21.462291] [DEBUG] [FEATURES ] DataBuilder: Executing add_volatility_state_percentiles [2026-01-06T20:35:21.464322] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_flow_differentials [2026-01-06T20:35:21.467196] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:21.521750] [DEBUG] [MAG ] CBNK: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:21.532953] [INFO ] [LOCAL ] NVO: Saved forecast. [2026-01-06T20:35:21.533043] [INFO ] [main ] NVO: Signal=1 (Conf=100.0%), Magnitude=-1.52% (Conf=56.0234%) [2026-01-06T20:35:21.533370] [INFO ] [main ] Fetching symbol history for NKSH... [2026-01-06T20:35:21.533421] [DEBUG] [REMOTE ] NKSH: Fetching historical data. [2026-01-06T20:35:21.533663] [INFO ] [main ] Progress: 10/407 forecasts completed (2.5%). NVO finished in 0.7s. ETA: 1m 22s. Rate: 291.74 forecasts/min [2026-01-06T20:35:21.544624] [DEBUG] [REMOTE ] NKSH: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:21.545835] [DEBUG] [LOCAL ] Loaded configuration for NKSH: 3 features, N/A% accuracy [2026-01-06T20:35:21.545887] [INFO ] [LOCAL ] NKSH: Loaded 3 optimal features with 55.28% confidence from JSON config [2026-01-06T20:35:21.545918] [DEBUG] [MAG ] Building data for symbol: NKSH with lookback: 0 [2026-01-06T20:35:21.546716] [DEBUG] [FEATURES ] DataBuilder: Executing 3 feature methods. [2026-01-06T20:35:21.547005] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-06T20:35:21.547918] [DEBUG] [FEATURES ] DataBuilder: Executing add_morning_followthrough_mag_T0 [2026-01-06T20:35:21.548670] [DEBUG] [FEATURES ] DataBuilder: Executing add_prior_day_tail_pressure [2026-01-06T20:35:21.551459] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:21.598796] [INFO ] [LOCAL ] CBNK: Saved forecast. [2026-01-06T20:35:21.598868] [INFO ] [main ] CBNK: Signal=1 (Conf=100.0%), Magnitude=-1.99% (Conf=42.2973%) [2026-01-06T20:35:21.599278] [INFO ] [main ] Fetching symbol history for DSX... [2026-01-06T20:35:21.599330] [DEBUG] [REMOTE ] DSX: Fetching historical data. [2026-01-06T20:35:21.599847] [INFO ] [main ] Progress: 11/407 forecasts completed (2.7%). CBNK finished in 0.8s. ETA: 1m 16s. Rate: 310.93 forecasts/min [2026-01-06T20:35:21.611033] [DEBUG] [REMOTE ] DSX: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:21.611743] [DEBUG] [LOCAL ] Loaded configuration for DSX: 4 features, N/A% accuracy [2026-01-06T20:35:21.611795] [INFO ] [LOCAL ] DSX: Loaded 4 optimal features with 25.65% confidence from JSON config [2026-01-06T20:35:21.612035] [DEBUG] [MAG ] Building data for symbol: DSX with lookback: 0 [2026-01-06T20:35:21.612837] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-06T20:35:21.612896] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:21.615188] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:35:21.615700] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:35:21.616098] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-06T20:35:21.617001] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:21.718068] [INFO ] [LOCAL ] QLYS: Saved forecast. [2026-01-06T20:35:21.718135] [INFO ] [main ] QLYS: Signal=1 (Conf=100.0%), Magnitude=2.45% (Conf=56.4378%) [2026-01-06T20:35:21.718489] [INFO ] [main ] Fetching symbol history for BBLG... [2026-01-06T20:35:21.718539] [DEBUG] [REMOTE ] BBLG: Fetching historical data. [2026-01-06T20:35:21.718650] [INFO ] [main ] Progress: 12/407 forecasts completed (2.9%). QLYS finished in 0.8s. ETA: 1m 14s. Rate: 321.19 forecasts/min [2026-01-06T20:35:21.729165] [DEBUG] [REMOTE ] BBLG: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:21.730000] [DEBUG] [LOCAL ] Loaded configuration for BBLG: 6 features, N/A% accuracy [2026-01-06T20:35:21.730051] [INFO ] [LOCAL ] BBLG: Loaded 6 optimal features with 55.63% confidence from JSON config [2026-01-06T20:35:21.730082] [DEBUG] [MAG ] Building data for symbol: BBLG with lookback: 0 [2026-01-06T20:35:21.730891] [DEBUG] [FEATURES ] DataBuilder: Executing 6 feature methods. [2026-01-06T20:35:21.730952] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:35:21.735743] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:21.737500] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:35:21.737997] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:35:21.738394] [DEBUG] [FEATURES ] DataBuilder: Executing add_directional_consistency [2026-01-06T20:35:21.816566] [DEBUG] [MAG ] PVL: Last date is validated at 2026-01-06 [2026-01-06T20:35:21.849541] [DEBUG] [FEATURES ] DataBuilder: Executing add_range_overlap_v_prior_day [2026-01-06T20:35:21.852022] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:21.905671] [DEBUG] [MAG ] NKSH: Last date is validated at 2026-01-06 [2026-01-06T20:35:21.955309] [DEBUG] [MAG ] DSX: Last date is validated at 2026-01-06 [2026-01-06T20:35:21.984603] [DEBUG] [MAG ] PVL: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:22.073791] [DEBUG] [MAG ] NKSH: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:22.102088] [INFO ] [LOCAL ] PVL: Saved forecast. [2026-01-06T20:35:22.102157] [INFO ] [main ] PVL: Signal=1 (Conf=100.0%), Magnitude=0.83% (Conf=40.3916%) [2026-01-06T20:35:22.102312] [INFO ] [main ] Fetching symbol history for PSCH... [2026-01-06T20:35:22.102356] [DEBUG] [REMOTE ] PSCH: Fetching historical data. [2026-01-06T20:35:22.102839] [INFO ] [main ] Progress: 13/407 forecasts completed (3.2%). PVL finished in 0.7s. ETA: 1m 20s. Rate: 297.05 forecasts/min [2026-01-06T20:35:22.112983] [DEBUG] [REMOTE ] PSCH: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:22.113956] [DEBUG] [LOCAL ] Loaded configuration for PSCH: 0 features, N/A% accuracy [2026-01-06T20:35:22.114009] [INFO ] [LOCAL ] PSCH: Loaded 0 optimal features with 64.82% confidence from JSON config [2026-01-06T20:35:22.114048] [DEBUG] [MAG ] Building data for symbol: PSCH with lookback: 0 [2026-01-06T20:35:22.114825] [DEBUG] [FEATURES ] DataBuilder: Empty feature list provided, returning after step 3 (no features). [2026-01-06T20:35:22.120715] [DEBUG] [MAG ] DSX: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:22.147704] [INFO ] [LOCAL ] NKSH: Saved forecast. [2026-01-06T20:35:22.147771] [INFO ] [main ] NKSH: Signal=1 (Conf=100.0%), Magnitude=0.19% (Conf=55.2775%) [2026-01-06T20:35:22.148133] [INFO ] [main ] Fetching symbol history for PFIS... [2026-01-06T20:35:22.148184] [DEBUG] [REMOTE ] PFIS: Fetching historical data. [2026-01-06T20:35:22.148665] [INFO ] [main ] Progress: 14/407 forecasts completed (3.4%). NKSH finished in 0.6s. ETA: 1m 15s. Rate: 314.41 forecasts/min [2026-01-06T20:35:22.161230] [DEBUG] [REMOTE ] PFIS: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:22.162151] [DEBUG] [LOCAL ] Loaded configuration for PFIS: 7 features, N/A% accuracy [2026-01-06T20:35:22.162207] [INFO ] [LOCAL ] PFIS: Loaded 7 optimal features with 62.79% confidence from JSON config [2026-01-06T20:35:22.162241] [DEBUG] [MAG ] Building data for symbol: PFIS with lookback: 0 [2026-01-06T20:35:22.163062] [DEBUG] [FEATURES ] DataBuilder: Executing 7 feature methods. [2026-01-06T20:35:22.163130] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:35:22.168169] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:22.170065] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:35:22.170550] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:35:22.171042] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-06T20:35:22.173544] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_session_pressure [2026-01-06T20:35:22.174630] [DEBUG] [FEATURES ] DataBuilder: Executing add_prior_mag_lag [2026-01-06T20:35:22.175063] [INFO ] [LOCAL ] DSX: Saved forecast. [2026-01-06T20:35:22.175136] [INFO ] [main ] DSX: Signal=1 (Conf=100.0%), Magnitude=4.05% (Conf=25.6488%) [2026-01-06T20:35:22.175296] [INFO ] [main ] Fetching symbol history for XYL... [2026-01-06T20:35:22.175340] [DEBUG] [REMOTE ] XYL: Fetching historical data. [2026-01-06T20:35:22.175835] [INFO ] [main ] Progress: 15/407 forecasts completed (3.7%). DSX finished in 0.6s. ETA: 1m 11s. Rate: 333.48 forecasts/min [2026-01-06T20:35:22.177292] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:22.188597] [DEBUG] [REMOTE ] XYL: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:22.190179] [DEBUG] [LOCAL ] Loaded configuration for XYL: 6 features, N/A% accuracy [2026-01-06T20:35:22.190236] [INFO ] [LOCAL ] XYL: Loaded 6 optimal features with 66.98% confidence from JSON config [2026-01-06T20:35:22.190269] [DEBUG] [MAG ] Building data for symbol: XYL with lookback: 0 [2026-01-06T20:35:22.191043] [DEBUG] [FEATURES ] DataBuilder: Executing 6 feature methods. [2026-01-06T20:35:22.191103] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:35:22.195894] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-06T20:35:22.196710] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-06T20:35:22.199060] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_fill_state [2026-01-06T20:35:22.203695] [DEBUG] [MAG ] BBLG: Last date is validated at 2026-01-06 [2026-01-06T20:35:22.243018] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_morning_composite [2026-01-06T20:35:22.244124] [DEBUG] [FEATURES ] DataBuilder: Executing add_preclose_acceleration_mag [2026-01-06T20:35:22.245227] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:22.380205] [DEBUG] [MAG ] BBLG: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:22.449448] [INFO ] [LOCAL ] BBLG: Saved forecast. [2026-01-06T20:35:22.449519] [INFO ] [main ] BBLG: Signal=1 (Conf=100.0%), Magnitude=-8.63% (Conf=55.629%) [2026-01-06T20:35:22.449929] [INFO ] [main ] Fetching symbol history for VLO... [2026-01-06T20:35:22.449983] [DEBUG] [REMOTE ] VLO: Fetching historical data. [2026-01-06T20:35:22.450661] [INFO ] [main ] Progress: 16/407 forecasts completed (3.9%). BBLG finished in 0.7s. ETA: 1m 13s. Rate: 322.84 forecasts/min [2026-01-06T20:35:22.459435] [DEBUG] [MAG ] PSCH: Last date is validated at 2026-01-06 [2026-01-06T20:35:22.462777] [DEBUG] [REMOTE ] VLO: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:22.463692] [DEBUG] [LOCAL ] Loaded configuration for VLO: 4 features, N/A% accuracy [2026-01-06T20:35:22.463752] [INFO ] [LOCAL ] VLO: Loaded 4 optimal features with 52.81% confidence from JSON config [2026-01-06T20:35:22.463787] [DEBUG] [MAG ] Building data for symbol: VLO with lookback: 0 [2026-01-06T20:35:22.464643] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-06T20:35:22.466456] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:22.468307] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:35:22.469085] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:35:22.469538] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:35:22.469970] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:22.526042] [DEBUG] [MAG ] PFIS: Last date is validated at 2026-01-06 [2026-01-06T20:35:22.590805] [DEBUG] [MAG ] XYL: Last date is validated at 2026-01-06 [2026-01-06T20:35:22.632138] [DEBUG] [MAG ] PSCH: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:22.692748] [DEBUG] [MAG ] PFIS: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:22.704223] [INFO ] [LOCAL ] PSCH: Saved forecast. [2026-01-06T20:35:22.704293] [INFO ] [main ] PSCH: Signal=1 (Conf=100.0%), Magnitude=3.17% (Conf=64.8248%) [2026-01-06T20:35:22.704452] [INFO ] [main ] Fetching symbol history for MSA... [2026-01-06T20:35:22.704495] [DEBUG] [REMOTE ] MSA: Fetching historical data. [2026-01-06T20:35:22.705817] [INFO ] [main ] Progress: 17/407 forecasts completed (4.2%). PSCH finished in 0.6s. ETA: 1m 14s. Rate: 315.91 forecasts/min [2026-01-06T20:35:22.720855] [DEBUG] [REMOTE ] MSA: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:22.721874] [DEBUG] [LOCAL ] Loaded configuration for MSA: 8 features, N/A% accuracy [2026-01-06T20:35:22.721928] [INFO ] [LOCAL ] MSA: Loaded 8 optimal features with 44.64% confidence from JSON config [2026-01-06T20:35:22.721960] [DEBUG] [MAG ] Building data for symbol: MSA with lookback: 0 [2026-01-06T20:35:22.722811] [DEBUG] [FEATURES ] DataBuilder: Executing 8 feature methods. [2026-01-06T20:35:22.722873] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:22.724721] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:35:22.725273] [DEBUG] [FEATURES ] DataBuilder: Executing add_directional_consistency [2026-01-06T20:35:22.759721] [DEBUG] [MAG ] XYL: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:22.785658] [INFO ] [LOCAL ] PFIS: Saved forecast. [2026-01-06T20:35:22.785732] [INFO ] [main ] PFIS: Signal=1 (Conf=100.0%), Magnitude=0.72% (Conf=62.7871%) [2026-01-06T20:35:22.785920] [INFO ] [main ] Fetching symbol history for LPSN... [2026-01-06T20:35:22.785964] [DEBUG] [REMOTE ] LPSN: Fetching historical data. [2026-01-06T20:35:22.786948] [INFO ] [main ] Progress: 18/407 forecasts completed (4.4%). PFIS finished in 0.6s. ETA: 1m 12s. Rate: 326.29 forecasts/min [2026-01-06T20:35:22.797469] [DEBUG] [REMOTE ] LPSN: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:22.798317] [DEBUG] [LOCAL ] Loaded configuration for LPSN: 2 features, N/A% accuracy [2026-01-06T20:35:22.798373] [INFO ] [LOCAL ] LPSN: Loaded 2 optimal features with 48.89% confidence from JSON config [2026-01-06T20:35:22.798405] [DEBUG] [MAG ] Building data for symbol: LPSN with lookback: 0 [2026-01-06T20:35:22.799219] [DEBUG] [FEATURES ] DataBuilder: Executing 2 feature methods. [2026-01-06T20:35:22.799278] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-06T20:35:22.800053] [DEBUG] [FEATURES ] DataBuilder: Executing add_overnight_gap_mag [2026-01-06T20:35:22.800731] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:22.818393] [DEBUG] [MAG ] VLO: Last date is validated at 2026-01-06 [2026-01-06T20:35:22.837069] [DEBUG] [FEATURES ] DataBuilder: Executing add_fullday_parkinson_range [2026-01-06T20:35:22.839032] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_morning_composite [2026-01-06T20:35:22.839991] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_resolution_state [2026-01-06T20:35:22.875083] [INFO ] [LOCAL ] XYL: Saved forecast. [2026-01-06T20:35:22.875156] [INFO ] [main ] XYL: Signal=1 (Conf=100.0%), Magnitude=-0.88% (Conf=66.98%) [2026-01-06T20:35:22.875488] [INFO ] [main ] Progress: 19/407 forecasts completed (4.7%). XYL finished in 0.7s. ETA: 1m 9s. Rate: 335.44 forecasts/min [2026-01-06T20:35:22.875634] [INFO ] [main ] Fetching symbol history for SO... [2026-01-06T20:35:22.875679] [DEBUG] [REMOTE ] SO: Fetching historical data. [2026-01-06T20:35:22.887149] [DEBUG] [REMOTE ] SO: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:22.887965] [DEBUG] [LOCAL ] Loaded configuration for SO: 2 features, N/A% accuracy [2026-01-06T20:35:22.888022] [INFO ] [LOCAL ] SO: Loaded 2 optimal features with 46.66% confidence from JSON config [2026-01-06T20:35:22.888054] [DEBUG] [MAG ] Building data for symbol: SO with lookback: 0 [2026-01-06T20:35:22.888863] [DEBUG] [FEATURES ] DataBuilder: Executing 2 feature methods. [2026-01-06T20:35:22.888921] [DEBUG] [FEATURES ] DataBuilder: Executing add_fullday_parkinson_range [2026-01-06T20:35:22.890594] [DEBUG] [FEATURES ] DataBuilder: Executing add_sma_ratio [2026-01-06T20:35:22.891382] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:22.892430] [DEBUG] [FEATURES ] DataBuilder: Executing add_range_volume_efficiency_refinements [2026-01-06T20:35:22.896494] [DEBUG] [FEATURES ] DataBuilder: Executing add_signed_carry_history_11 [2026-01-06T20:35:22.898247] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:22.999936] [DEBUG] [MAG ] VLO: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:23.123552] [INFO ] [LOCAL ] VLO: Saved forecast. [2026-01-06T20:35:23.123648] [INFO ] [main ] VLO: Signal=1 (Conf=100.0%), Magnitude=0.80% (Conf=52.8113%) [2026-01-06T20:35:23.124324] [INFO ] [main ] Fetching symbol history for LBTYK... [2026-01-06T20:35:23.124377] [DEBUG] [REMOTE ] LBTYK: Fetching historical data. [2026-01-06T20:35:23.124653] [INFO ] [main ] Progress: 20/407 forecasts completed (4.9%). VLO finished in 0.7s. ETA: 1m 11s. Rate: 328.98 forecasts/min [2026-01-06T20:35:23.136005] [DEBUG] [REMOTE ] LBTYK: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:23.136923] [DEBUG] [LOCAL ] Loaded configuration for LBTYK: 8 features, N/A% accuracy [2026-01-06T20:35:23.136982] [INFO ] [LOCAL ] LBTYK: Loaded 8 optimal features with 57.61% confidence from JSON config [2026-01-06T20:35:23.137016] [DEBUG] [MAG ] Building data for symbol: LBTYK with lookback: 0 [2026-01-06T20:35:23.137810] [DEBUG] [FEATURES ] DataBuilder: Executing 8 feature methods. [2026-01-06T20:35:23.137875] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:35:23.142794] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:23.144886] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:35:23.145377] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:35:23.145982] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-06T20:35:23.146873] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_hour_microstructure [2026-01-06T20:35:23.149121] [DEBUG] [MAG ] LPSN: Last date is validated at 2026-01-06 [2026-01-06T20:35:23.149640] [DEBUG] [FEATURES ] DataBuilder: Executing add_morning_followthrough_mag_T0 [2026-01-06T20:35:23.150692] [DEBUG] [FEATURES ] DataBuilder: Executing add_prior_mag_lag [2026-01-06T20:35:23.152537] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:23.236074] [DEBUG] [MAG ] SO: Last date is validated at 2026-01-06 [2026-01-06T20:35:23.241612] [DEBUG] [MAG ] MSA: Last date is validated at 2026-01-06 [2026-01-06T20:35:23.321694] [DEBUG] [MAG ] LPSN: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:23.403334] [DEBUG] [MAG ] SO: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:23.406396] [DEBUG] [MAG ] MSA: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:23.413731] [INFO ] [LOCAL ] LPSN: Saved forecast. [2026-01-06T20:35:23.413809] [INFO ] [main ] LPSN: Signal=1 (Conf=100.0%), Magnitude=1.24% (Conf=48.8904%) [2026-01-06T20:35:23.414200] [INFO ] [main ] Fetching symbol history for EPD... [2026-01-06T20:35:23.414253] [DEBUG] [REMOTE ] EPD: Fetching historical data. [2026-01-06T20:35:23.414652] [INFO ] [main ] Progress: 21/407 forecasts completed (5.2%). LPSN finished in 0.6s. ETA: 1m 12s. Rate: 319.99 forecasts/min [2026-01-06T20:35:23.428588] [DEBUG] [REMOTE ] EPD: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:23.429541] [DEBUG] [LOCAL ] Loaded configuration for EPD: 7 features, N/A% accuracy [2026-01-06T20:35:23.429848] [INFO ] [LOCAL ] EPD: Loaded 7 optimal features with 44.18% confidence from JSON config [2026-01-06T20:35:23.429898] [DEBUG] [MAG ] Building data for symbol: EPD with lookback: 0 [2026-01-06T20:35:23.430719] [DEBUG] [FEATURES ] DataBuilder: Executing 7 feature methods. [2026-01-06T20:35:23.430783] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:23.432517] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:35:23.433068] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:35:23.433461] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-06T20:35:23.434268] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_morning_composite [2026-01-06T20:35:23.435211] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_vs_prev_range_position [2026-01-06T20:35:23.438218] [DEBUG] [FEATURES ] DataBuilder: Executing add_prev_1100_to_open [2026-01-06T20:35:23.438996] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:23.486621] [INFO ] [LOCAL ] SO: Saved forecast. [2026-01-06T20:35:23.486691] [INFO ] [main ] SO: Signal=1 (Conf=100.0%), Magnitude=1.54% (Conf=46.663%) [2026-01-06T20:35:23.486850] [INFO ] [main ] Fetching symbol history for AGNCO... [2026-01-06T20:35:23.486893] [DEBUG] [REMOTE ] AGNCO: Fetching historical data. [2026-01-06T20:35:23.487809] [INFO ] [main ] Progress: 22/407 forecasts completed (5.4%). SO finished in 0.6s. ETA: 1m 10s. Rate: 329.11 forecasts/min [2026-01-06T20:35:23.499289] [DEBUG] [MAG ] LBTYK: Last date is validated at 2026-01-06 [2026-01-06T20:35:23.500495] [DEBUG] [REMOTE ] AGNCO: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:23.501606] [DEBUG] [LOCAL ] Loaded configuration for AGNCO: 8 features, N/A% accuracy [2026-01-06T20:35:23.501660] [INFO ] [LOCAL ] AGNCO: Loaded 8 optimal features with 26.73% confidence from JSON config [2026-01-06T20:35:23.501693] [DEBUG] [MAG ] Building data for symbol: AGNCO with lookback: 0 [2026-01-06T20:35:23.502471] [DEBUG] [FEATURES ] DataBuilder: Executing 8 feature methods. [2026-01-06T20:35:23.502534] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:35:23.507496] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:23.509397] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:35:23.509890] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:35:23.510280] [DEBUG] [FEATURES ] DataBuilder: Executing add_fullday_parkinson_range [2026-01-06T20:35:23.511977] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:35:23.512429] [DEBUG] [FEATURES ] DataBuilder: Executing add_vol_of_vol [2026-01-06T20:35:23.513816] [DEBUG] [FEATURES ] DataBuilder: Executing add_volatility_state_percentiles [2026-01-06T20:35:23.516001] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:23.524845] [INFO ] [LOCAL ] MSA: Saved forecast. [2026-01-06T20:35:23.524916] [INFO ] [main ] MSA: Signal=1 (Conf=100.0%), Magnitude=2.35% (Conf=44.6423%) [2026-01-06T20:35:23.525305] [INFO ] [main ] Fetching symbol history for PTON... [2026-01-06T20:35:23.525358] [DEBUG] [REMOTE ] PTON: Fetching historical data. [2026-01-06T20:35:23.525663] [INFO ] [main ] Progress: 23/407 forecasts completed (5.7%). MSA finished in 0.8s. ETA: 1m 8s. Rate: 340.85 forecasts/min [2026-01-06T20:35:23.537325] [DEBUG] [REMOTE ] PTON: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:23.538251] [DEBUG] [LOCAL ] Loaded configuration for PTON: 5 features, N/A% accuracy [2026-01-06T20:35:23.538308] [INFO ] [LOCAL ] PTON: Loaded 5 optimal features with 70.41% confidence from JSON config [2026-01-06T20:35:23.538340] [DEBUG] [MAG ] Building data for symbol: PTON with lookback: 0 [2026-01-06T20:35:23.539177] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-06T20:35:23.539239] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:23.540938] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:35:23.541444] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-06T20:35:23.542294] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-06T20:35:23.544629] [DEBUG] [FEATURES ] DataBuilder: Executing add_shelf_lag [2026-01-06T20:35:23.546050] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:23.692201] [DEBUG] [MAG ] LBTYK: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:23.761332] [INFO ] [LOCAL ] LBTYK: Saved forecast. [2026-01-06T20:35:23.761400] [INFO ] [main ] LBTYK: Signal=1 (Conf=100.0%), Magnitude=1.02% (Conf=57.6102%) [2026-01-06T20:35:23.761783] [INFO ] [main ] Fetching symbol history for ONTO... [2026-01-06T20:35:23.761836] [DEBUG] [REMOTE ] ONTO: Fetching historical data. [2026-01-06T20:35:23.762758] [INFO ] [main ] Progress: 24/407 forecasts completed (5.9%). LBTYK finished in 0.6s. ETA: 1m 8s. Rate: 336.00 forecasts/min [2026-01-06T20:35:23.772866] [DEBUG] [REMOTE ] ONTO: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:23.773968] [DEBUG] [LOCAL ] Loaded configuration for ONTO: 1 features, N/A% accuracy [2026-01-06T20:35:23.774022] [INFO ] [LOCAL ] ONTO: Loaded 1 optimal features with 55.07% confidence from JSON config [2026-01-06T20:35:23.774055] [DEBUG] [MAG ] Building data for symbol: ONTO with lookback: 0 [2026-01-06T20:35:23.774840] [DEBUG] [FEATURES ] DataBuilder: Executing 1 feature methods. [2026-01-06T20:35:23.774899] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:35:23.779680] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:23.797169] [DEBUG] [MAG ] EPD: Last date is validated at 2026-01-06 [2026-01-06T20:35:23.855955] [DEBUG] [MAG ] AGNCO: Last date is validated at 2026-01-06 [2026-01-06T20:35:23.886222] [DEBUG] [MAG ] PTON: Last date is validated at 2026-01-06 [2026-01-06T20:35:23.973643] [DEBUG] [MAG ] EPD: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:24.023306] [DEBUG] [MAG ] AGNCO: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:24.049704] [INFO ] [LOCAL ] EPD: Saved forecast. [2026-01-06T20:35:24.049775] [INFO ] [main ] EPD: Signal=1 (Conf=100.0%), Magnitude=-0.47% (Conf=44.1762%) [2026-01-06T20:35:24.049943] [INFO ] [main ] Fetching symbol history for NRDS... [2026-01-06T20:35:24.049988] [DEBUG] [REMOTE ] NRDS: Fetching historical data. [2026-01-06T20:35:24.051668] [INFO ] [main ] Progress: 25/407 forecasts completed (6.1%). EPD finished in 0.6s. ETA: 1m 10s. Rate: 327.89 forecasts/min [2026-01-06T20:35:24.056013] [DEBUG] [MAG ] PTON: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:24.063993] [DEBUG] [REMOTE ] NRDS: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:24.065346] [DEBUG] [LOCAL ] Loaded configuration for NRDS: 6 features, N/A% accuracy [2026-01-06T20:35:24.065399] [INFO ] [LOCAL ] NRDS: Loaded 6 optimal features with 56.58% confidence from JSON config [2026-01-06T20:35:24.065436] [DEBUG] [MAG ] Building data for symbol: NRDS with lookback: 0 [2026-01-06T20:35:24.066480] [DEBUG] [FEATURES ] DataBuilder: Executing 6 feature methods. [2026-01-06T20:35:24.066542] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:24.068450] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:35:24.069001] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:35:24.069396] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-06T20:35:24.070163] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_11_elasticity [2026-01-06T20:35:24.071322] [DEBUG] [FEATURES ] DataBuilder: Executing add_vol_of_vol [2026-01-06T20:35:24.072675] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:24.083718] [INFO ] [LOCAL ] AGNCO: Saved forecast. [2026-01-06T20:35:24.083792] [INFO ] [main ] AGNCO: Signal=1 (Conf=100.0%), Magnitude=-0.11% (Conf=26.7284%) [2026-01-06T20:35:24.084128] [INFO ] [main ] Progress: 26/407 forecasts completed (6.4%). AGNCO finished in 0.6s. ETA: 1m 8s. Rate: 338.61 forecasts/min [2026-01-06T20:35:24.084257] [INFO ] [main ] Fetching symbol history for IONS... [2026-01-06T20:35:24.084300] [DEBUG] [REMOTE ] IONS: Fetching historical data. [2026-01-06T20:35:24.095930] [DEBUG] [REMOTE ] IONS: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:24.096891] [DEBUG] [LOCAL ] Loaded configuration for IONS: 9 features, N/A% accuracy [2026-01-06T20:35:24.096943] [INFO ] [LOCAL ] IONS: Loaded 9 optimal features with 53.82% confidence from JSON config [2026-01-06T20:35:24.096974] [DEBUG] [MAG ] Building data for symbol: IONS with lookback: 0 [2026-01-06T20:35:24.097936] [DEBUG] [FEATURES ] DataBuilder: Executing 9 feature methods. [2026-01-06T20:35:24.097999] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:35:24.102841] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:24.104560] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:35:24.105051] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:35:24.105429] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-06T20:35:24.106161] [DEBUG] [FEATURES ] DataBuilder: Executing add_directional_consistency [2026-01-06T20:35:24.131503] [DEBUG] [MAG ] ONTO: Last date is validated at 2026-01-06 [2026-01-06T20:35:24.222781] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_fill_state [2026-01-06T20:35:24.232966] [INFO ] [LOCAL ] PTON: Saved forecast. [2026-01-06T20:35:24.233043] [INFO ] [main ] PTON: Signal=1 (Conf=100.0%), Magnitude=6.94% (Conf=70.4097%) [2026-01-06T20:35:24.233213] [INFO ] [main ] Fetching symbol history for HLI... [2026-01-06T20:35:24.233258] [DEBUG] [REMOTE ] HLI: Fetching historical data. [2026-01-06T20:35:24.234388] [INFO ] [main ] Progress: 27/407 forecasts completed (6.6%). PTON finished in 0.7s. ETA: 1m 7s. Rate: 340.52 forecasts/min [2026-01-06T20:35:24.246070] [DEBUG] [REMOTE ] HLI: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:24.247241] [DEBUG] [LOCAL ] Loaded configuration for HLI: 1 features, N/A% accuracy [2026-01-06T20:35:24.247298] [INFO ] [LOCAL ] HLI: Loaded 1 optimal features with 40.20% confidence from JSON config [2026-01-06T20:35:24.247330] [DEBUG] [MAG ] Building data for symbol: HLI with lookback: 0 [2026-01-06T20:35:24.248138] [DEBUG] [FEATURES ] DataBuilder: Executing 1 feature methods. [2026-01-06T20:35:24.248196] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_dispersion [2026-01-06T20:35:24.249548] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:24.263421] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_skewness_proxies [2026-01-06T20:35:24.265299] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_session_pressure [2026-01-06T20:35:24.266368] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:24.302711] [DEBUG] [MAG ] ONTO: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:24.428305] [DEBUG] [MAG ] NRDS: Last date is validated at 2026-01-06 [2026-01-06T20:35:24.438620] [INFO ] [LOCAL ] ONTO: Saved forecast. [2026-01-06T20:35:24.438692] [INFO ] [main ] ONTO: Signal=1 (Conf=100.0%), Magnitude=-2.35% (Conf=55.0682%) [2026-01-06T20:35:24.439088] [INFO ] [main ] Fetching symbol history for VTMX... [2026-01-06T20:35:24.439140] [DEBUG] [REMOTE ] VTMX: Fetching historical data. [2026-01-06T20:35:24.439654] [INFO ] [main ] Progress: 28/407 forecasts completed (6.9%). ONTO finished in 0.7s. ETA: 1m 7s. Rate: 338.53 forecasts/min [2026-01-06T20:35:24.449832] [DEBUG] [REMOTE ] VTMX: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:24.450915] [DEBUG] [LOCAL ] Loaded configuration for VTMX: 2 features, N/A% accuracy [2026-01-06T20:35:24.450968] [INFO ] [LOCAL ] VTMX: Loaded 2 optimal features with 55.13% confidence from JSON config [2026-01-06T20:35:24.451000] [DEBUG] [MAG ] Building data for symbol: VTMX with lookback: 0 [2026-01-06T20:35:24.451783] [DEBUG] [FEATURES ] DataBuilder: Executing 2 feature methods. [2026-01-06T20:35:24.451841] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:35:24.456587] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_fill_state [2026-01-06T20:35:24.495305] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:24.587499] [DEBUG] [MAG ] HLI: Last date is validated at 2026-01-06 [2026-01-06T20:35:24.598835] [DEBUG] [MAG ] NRDS: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:24.608322] [DEBUG] [MAG ] IONS: Last date is validated at 2026-01-06 [2026-01-06T20:35:24.672034] [INFO ] [LOCAL ] NRDS: Saved forecast. [2026-01-06T20:35:24.672105] [INFO ] [main ] NRDS: Signal=1 (Conf=100.0%), Magnitude=-5.30% (Conf=56.5781%) [2026-01-06T20:35:24.672488] [INFO ] [main ] Fetching symbol history for VIRC... [2026-01-06T20:35:24.672539] [DEBUG] [REMOTE ] VIRC: Fetching historical data. [2026-01-06T20:35:24.672657] [INFO ] [main ] Progress: 29/407 forecasts completed (7.1%). NRDS finished in 0.6s. ETA: 1m 8s. Rate: 334.90 forecasts/min [2026-01-06T20:35:24.686327] [DEBUG] [REMOTE ] VIRC: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:24.687480] [DEBUG] [LOCAL ] Loaded configuration for VIRC: 7 features, N/A% accuracy [2026-01-06T20:35:24.687533] [INFO ] [LOCAL ] VIRC: Loaded 7 optimal features with 45.91% confidence from JSON config [2026-01-06T20:35:24.687565] [DEBUG] [MAG ] Building data for symbol: VIRC with lookback: 0 [2026-01-06T20:35:24.688400] [DEBUG] [FEATURES ] DataBuilder: Executing 7 feature methods. [2026-01-06T20:35:24.688460] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:35:24.693415] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:24.695457] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:35:24.696250] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:35:24.696713] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:35:24.697287] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-06T20:35:24.698177] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-06T20:35:24.700615] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:24.755926] [DEBUG] [MAG ] HLI: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:24.774759] [DEBUG] [MAG ] IONS: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:24.844319] [DEBUG] [MAG ] VTMX: Last date is validated at 2026-01-06 [2026-01-06T20:35:24.866646] [INFO ] [LOCAL ] HLI: Saved forecast. [2026-01-06T20:35:24.866716] [INFO ] [main ] HLI: Signal=1 (Conf=100.0%), Magnitude=0.93% (Conf=40.2026%) [2026-01-06T20:35:24.866880] [INFO ] [main ] Fetching symbol history for LXEO... [2026-01-06T20:35:24.866923] [DEBUG] [REMOTE ] LXEO: Fetching historical data. [2026-01-06T20:35:24.867974] [INFO ] [main ] Progress: 30/407 forecasts completed (7.4%). HLI finished in 0.6s. ETA: 1m 8s. Rate: 333.89 forecasts/min [2026-01-06T20:35:24.881686] [DEBUG] [REMOTE ] LXEO: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:24.882865] [DEBUG] [LOCAL ] Loaded configuration for LXEO: 3 features, N/A% accuracy [2026-01-06T20:35:24.882918] [INFO ] [LOCAL ] LXEO: Loaded 3 optimal features with 51.84% confidence from JSON config [2026-01-06T20:35:24.882950] [DEBUG] [MAG ] Building data for symbol: LXEO with lookback: 0 [2026-01-06T20:35:24.883746] [DEBUG] [FEATURES ] DataBuilder: Executing 3 feature methods. [2026-01-06T20:35:24.883804] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-06T20:35:24.886437] [DEBUG] [FEATURES ] DataBuilder: Executing add_last_hour_momentum_mag [2026-01-06T20:35:24.887142] [DEBUG] [FEATURES ] DataBuilder: Executing add_prior_mag_lag [2026-01-06T20:35:24.888695] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:24.893955] [INFO ] [LOCAL ] IONS: Saved forecast. [2026-01-06T20:35:24.894028] [INFO ] [main ] IONS: Signal=1 (Conf=100.0%), Magnitude=-0.06% (Conf=53.8161%) [2026-01-06T20:35:24.894398] [INFO ] [main ] Progress: 31/407 forecasts completed (7.6%). IONS finished in 0.8s. ETA: 1m 6s. Rate: 343.34 forecasts/min [2026-01-06T20:35:24.894522] [INFO ] [main ] Fetching symbol history for ZM... [2026-01-06T20:35:24.894564] [DEBUG] [REMOTE ] ZM: Fetching historical data. [2026-01-06T20:35:24.905691] [DEBUG] [REMOTE ] ZM: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:24.906748] [DEBUG] [LOCAL ] Loaded configuration for ZM: 4 features, N/A% accuracy [2026-01-06T20:35:24.906801] [INFO ] [LOCAL ] ZM: Loaded 4 optimal features with 42.47% confidence from JSON config [2026-01-06T20:35:24.906833] [DEBUG] [MAG ] Building data for symbol: ZM with lookback: 0 [2026-01-06T20:35:24.907606] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-06T20:35:24.907676] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:35:24.912406] [DEBUG] [FEATURES ] DataBuilder: Executing add_directional_consistency [2026-01-06T20:35:25.016655] [DEBUG] [MAG ] VTMX: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:25.021616] [DEBUG] [FEATURES ] DataBuilder: Executing add_regime [2026-01-06T20:35:25.036424] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_zscore [2026-01-06T20:35:25.038601] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:25.044077] [DEBUG] [MAG ] VIRC: Last date is validated at 2026-01-06 [2026-01-06T20:35:25.089141] [INFO ] [LOCAL ] VTMX: Saved forecast. [2026-01-06T20:35:25.089214] [INFO ] [main ] VTMX: Signal=1 (Conf=100.0%), Magnitude=-0.89% (Conf=55.1319%) [2026-01-06T20:35:25.089600] [INFO ] [main ] Fetching symbol history for OVLY... [2026-01-06T20:35:25.089655] [DEBUG] [REMOTE ] OVLY: Fetching historical data. [2026-01-06T20:35:25.091041] [INFO ] [main ] Progress: 32/407 forecasts completed (7.9%). VTMX finished in 0.6s. ETA: 1m 6s. Rate: 342.00 forecasts/min [2026-01-06T20:35:25.100556] [DEBUG] [REMOTE ] OVLY: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:25.102478] [DEBUG] [LOCAL ] Loaded configuration for OVLY: 7 features, N/A% accuracy [2026-01-06T20:35:25.102549] [INFO ] [LOCAL ] OVLY: Loaded 7 optimal features with 47.12% confidence from JSON config [2026-01-06T20:35:25.102617] [DEBUG] [MAG ] Building data for symbol: OVLY with lookback: 0 [2026-01-06T20:35:25.103496] [DEBUG] [FEATURES ] DataBuilder: Executing 7 feature methods. [2026-01-06T20:35:25.103560] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:35:25.108493] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:25.110342] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:35:25.110843] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:35:25.111232] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-06T20:35:25.113658] [DEBUG] [FEATURES ] DataBuilder: Executing add_range_overlap_v_prior_day [2026-01-06T20:35:25.116308] [DEBUG] [FEATURES ] DataBuilder: Executing add_regime [2026-01-06T20:35:25.134720] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:25.212276] [DEBUG] [MAG ] VIRC: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:25.231538] [DEBUG] [MAG ] LXEO: Last date is validated at 2026-01-06 [2026-01-06T20:35:25.285092] [INFO ] [LOCAL ] VIRC: Saved forecast. [2026-01-06T20:35:25.285165] [INFO ] [main ] VIRC: Signal=1 (Conf=100.0%), Magnitude=-1.24% (Conf=45.9051%) [2026-01-06T20:35:25.285496] [INFO ] [main ] Fetching symbol history for EWTX... [2026-01-06T20:35:25.285546] [DEBUG] [REMOTE ] EWTX: Fetching historical data. [2026-01-06T20:35:25.286654] [INFO ] [main ] Progress: 33/407 forecasts completed (8.1%). VIRC finished in 0.6s. ETA: 1m 6s. Rate: 340.81 forecasts/min [2026-01-06T20:35:25.299362] [DEBUG] [REMOTE ] EWTX: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:25.300606] [DEBUG] [LOCAL ] Loaded configuration for EWTX: 4 features, N/A% accuracy [2026-01-06T20:35:25.300666] [INFO ] [LOCAL ] EWTX: Loaded 4 optimal features with 57.73% confidence from JSON config [2026-01-06T20:35:25.300699] [DEBUG] [MAG ] Building data for symbol: EWTX with lookback: 0 [2026-01-06T20:35:25.301685] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-06T20:35:25.301745] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:35:25.307342] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-06T20:35:25.310174] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_fill_state [2026-01-06T20:35:25.349070] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_day_volatility [2026-01-06T20:35:25.351029] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:25.384672] [DEBUG] [MAG ] ZM: Last date is validated at 2026-01-06 [2026-01-06T20:35:25.404813] [DEBUG] [MAG ] LXEO: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:25.475996] [INFO ] [LOCAL ] LXEO: Saved forecast. [2026-01-06T20:35:25.476070] [INFO ] [main ] LXEO: Signal=1 (Conf=100.0%), Magnitude=5.90% (Conf=51.8446%) [2026-01-06T20:35:25.476396] [INFO ] [main ] Fetching symbol history for WEX... [2026-01-06T20:35:25.476445] [DEBUG] [REMOTE ] WEX: Fetching historical data. [2026-01-06T20:35:25.476659] [INFO ] [main ] Progress: 34/407 forecasts completed (8.4%). LXEO finished in 0.6s. ETA: 1m 6s. Rate: 340.02 forecasts/min [2026-01-06T20:35:25.488853] [DEBUG] [MAG ] OVLY: Last date is validated at 2026-01-06 [2026-01-06T20:35:25.492731] [DEBUG] [REMOTE ] WEX: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:25.493772] [DEBUG] [LOCAL ] Loaded configuration for WEX: 3 features, N/A% accuracy [2026-01-06T20:35:25.493825] [INFO ] [LOCAL ] WEX: Loaded 3 optimal features with 53.29% confidence from JSON config [2026-01-06T20:35:25.493867] [DEBUG] [MAG ] Building data for symbol: WEX with lookback: 0 [2026-01-06T20:35:25.494678] [DEBUG] [FEATURES ] DataBuilder: Executing 3 feature methods. [2026-01-06T20:35:25.494737] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:35:25.499529] [DEBUG] [FEATURES ] DataBuilder: Executing add_last_hour_momentum_mag [2026-01-06T20:35:25.500236] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:25.502212] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:25.552554] [DEBUG] [MAG ] ZM: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:25.657017] [INFO ] [LOCAL ] ZM: Saved forecast. [2026-01-06T20:35:25.657088] [INFO ] [main ] ZM: Signal=1 (Conf=100.0%), Magnitude=-0.23% (Conf=42.4658%) [2026-01-06T20:35:25.657598] [INFO ] [main ] Fetching symbol history for VNQI... [2026-01-06T20:35:25.657646] [DEBUG] [REMOTE ] VNQI: Fetching historical data. [2026-01-06T20:35:25.659738] [INFO ] [main ] Progress: 35/407 forecasts completed (8.6%). ZM finished in 0.8s. ETA: 1m 6s. Rate: 339.66 forecasts/min [2026-01-06T20:35:25.663451] [DEBUG] [MAG ] OVLY: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:25.672735] [DEBUG] [REMOTE ] VNQI: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:25.673622] [DEBUG] [LOCAL ] Loaded configuration for VNQI: 2 features, N/A% accuracy [2026-01-06T20:35:25.673682] [INFO ] [LOCAL ] VNQI: Loaded 2 optimal features with 63.20% confidence from JSON config [2026-01-06T20:35:25.673713] [DEBUG] [MAG ] Building data for symbol: VNQI with lookback: 0 [2026-01-06T20:35:25.674492] [DEBUG] [FEATURES ] DataBuilder: Executing 2 feature methods. [2026-01-06T20:35:25.674550] [DEBUG] [FEATURES ] DataBuilder: Executing add_fullday_parkinson_range [2026-01-06T20:35:25.676170] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_morning_composite [2026-01-06T20:35:25.677181] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:25.699652] [DEBUG] [MAG ] EWTX: Last date is validated at 2026-01-06 [2026-01-06T20:35:25.747919] [INFO ] [LOCAL ] OVLY: Saved forecast. [2026-01-06T20:35:25.747990] [INFO ] [main ] OVLY: Signal=1 (Conf=100.0%), Magnitude=-0.37% (Conf=47.1172%) [2026-01-06T20:35:25.748326] [INFO ] [main ] Fetching symbol history for CIVB... [2026-01-06T20:35:25.748375] [DEBUG] [REMOTE ] CIVB: Fetching historical data. [2026-01-06T20:35:25.748658] [INFO ] [main ] Progress: 36/407 forecasts completed (8.8%). OVLY finished in 0.7s. ETA: 1m 5s. Rate: 344.41 forecasts/min [2026-01-06T20:35:25.760119] [DEBUG] [REMOTE ] CIVB: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:25.761398] [DEBUG] [LOCAL ] Loaded configuration for CIVB: 9 features, N/A% accuracy [2026-01-06T20:35:25.761455] [INFO ] [LOCAL ] CIVB: Loaded 9 optimal features with 62.15% confidence from JSON config [2026-01-06T20:35:25.761487] [DEBUG] [MAG ] Building data for symbol: CIVB with lookback: 0 [2026-01-06T20:35:25.762273] [DEBUG] [FEATURES ] DataBuilder: Executing 9 feature methods. [2026-01-06T20:35:25.762337] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:35:25.767084] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:25.768925] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:35:25.769403] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:35:25.769856] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-06T20:35:25.770956] [DEBUG] [FEATURES ] DataBuilder: Executing add_last_hour_momentum_mag [2026-01-06T20:35:25.771814] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_hour_microstructure [2026-01-06T20:35:25.774704] [DEBUG] [FEATURES ] DataBuilder: Executing add_prior_day_tail_pressure [2026-01-06T20:35:25.777630] [DEBUG] [FEATURES ] DataBuilder: Executing add_range_volume_efficiency [2026-01-06T20:35:25.779984] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:25.844429] [DEBUG] [MAG ] WEX: Last date is validated at 2026-01-06 [2026-01-06T20:35:25.866093] [DEBUG] [MAG ] EWTX: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:25.956800] [INFO ] [LOCAL ] EWTX: Saved forecast. [2026-01-06T20:35:25.956871] [INFO ] [main ] EWTX: Signal=1 (Conf=100.0%), Magnitude=0.93% (Conf=57.7345%) [2026-01-06T20:35:25.957031] [INFO ] [main ] Fetching symbol history for HUM... [2026-01-06T20:35:25.957074] [DEBUG] [REMOTE ] HUM: Fetching historical data. [2026-01-06T20:35:25.958948] [INFO ] [main ] Progress: 37/407 forecasts completed (9.1%). EWTX finished in 0.7s. ETA: 1m 5s. Rate: 342.49 forecasts/min [2026-01-06T20:35:25.971125] [DEBUG] [REMOTE ] HUM: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:25.971941] [DEBUG] [LOCAL ] Loaded configuration for HUM: 1 features, N/A% accuracy [2026-01-06T20:35:25.971992] [INFO ] [LOCAL ] HUM: Loaded 1 optimal features with 52.75% confidence from JSON config [2026-01-06T20:35:25.972023] [DEBUG] [MAG ] Building data for symbol: HUM with lookback: 0 [2026-01-06T20:35:25.972856] [DEBUG] [FEATURES ] DataBuilder: Executing 1 feature methods. [2026-01-06T20:35:25.972913] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-06T20:35:25.975241] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:26.012355] [DEBUG] [MAG ] WEX: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:26.019095] [DEBUG] [MAG ] VNQI: Last date is validated at 2026-01-06 [2026-01-06T20:35:26.127108] [DEBUG] [MAG ] CIVB: Last date is validated at 2026-01-06 [2026-01-06T20:35:26.139070] [INFO ] [LOCAL ] WEX: Saved forecast. [2026-01-06T20:35:26.139145] [INFO ] [main ] WEX: Signal=1 (Conf=100.0%), Magnitude=1.84% (Conf=53.2942%) [2026-01-06T20:35:26.139322] [INFO ] [main ] Fetching symbol history for OPRX... [2026-01-06T20:35:26.139366] [DEBUG] [REMOTE ] OPRX: Fetching historical data. [2026-01-06T20:35:26.140701] [INFO ] [main ] Progress: 38/407 forecasts completed (9.3%). WEX finished in 0.7s. ETA: 1m 5s. Rate: 342.15 forecasts/min [2026-01-06T20:35:26.153408] [DEBUG] [REMOTE ] OPRX: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:26.155258] [DEBUG] [LOCAL ] Loaded configuration for OPRX: 5 features, N/A% accuracy [2026-01-06T20:35:26.155310] [INFO ] [LOCAL ] OPRX: Loaded 5 optimal features with 48.12% confidence from JSON config [2026-01-06T20:35:26.155343] [DEBUG] [MAG ] Building data for symbol: OPRX with lookback: 0 [2026-01-06T20:35:26.156126] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-06T20:35:26.156186] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:26.157878] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:35:26.158383] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-06T20:35:26.159307] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_11_elasticity [2026-01-06T20:35:26.160445] [DEBUG] [FEATURES ] DataBuilder: Executing add_overnight_gap_mag [2026-01-06T20:35:26.161158] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:26.191501] [DEBUG] [MAG ] VNQI: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:26.260343] [INFO ] [LOCAL ] VNQI: Saved forecast. [2026-01-06T20:35:26.260415] [INFO ] [main ] VNQI: Signal=1 (Conf=100.0%), Magnitude=1.01% (Conf=63.1963%) [2026-01-06T20:35:26.260611] [INFO ] [main ] Fetching symbol history for ARLP... [2026-01-06T20:35:26.260664] [DEBUG] [REMOTE ] ARLP: Fetching historical data. [2026-01-06T20:35:26.261502] [INFO ] [main ] Progress: 39/407 forecasts completed (9.6%). VNQI finished in 0.6s. ETA: 1m 4s. Rate: 344.90 forecasts/min [2026-01-06T20:35:26.275049] [DEBUG] [REMOTE ] ARLP: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:26.276209] [DEBUG] [LOCAL ] Loaded configuration for ARLP: 6 features, N/A% accuracy [2026-01-06T20:35:26.276264] [INFO ] [LOCAL ] ARLP: Loaded 6 optimal features with 70.84% confidence from JSON config [2026-01-06T20:35:26.276297] [DEBUG] [MAG ] Building data for symbol: ARLP with lookback: 0 [2026-01-06T20:35:26.277388] [DEBUG] [FEATURES ] DataBuilder: Executing 6 feature methods. [2026-01-06T20:35:26.277452] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:26.279485] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:35:26.280049] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:35:26.280464] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-06T20:35:26.281462] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_fill_state [2026-01-06T20:35:26.307157] [DEBUG] [MAG ] CIVB: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:26.313767] [DEBUG] [MAG ] HUM: Last date is validated at 2026-01-06 [2026-01-06T20:35:26.321782] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_hour_microstructure [2026-01-06T20:35:26.325148] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:26.388145] [INFO ] [LOCAL ] CIVB: Saved forecast. [2026-01-06T20:35:26.388213] [INFO ] [main ] CIVB: Signal=1 (Conf=100.0%), Magnitude=0.89% (Conf=62.1456%) [2026-01-06T20:35:26.388542] [INFO ] [main ] Fetching symbol history for FTHY... [2026-01-06T20:35:26.388608] [DEBUG] [REMOTE ] FTHY: Fetching historical data. [2026-01-06T20:35:26.388659] [INFO ] [main ] Progress: 40/407 forecasts completed (9.8%). CIVB finished in 0.6s. ETA: 1m 3s. Rate: 347.24 forecasts/min [2026-01-06T20:35:26.400153] [DEBUG] [REMOTE ] FTHY: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:26.401296] [DEBUG] [LOCAL ] Loaded configuration for FTHY: 3 features, N/A% accuracy [2026-01-06T20:35:26.401352] [INFO ] [LOCAL ] FTHY: Loaded 3 optimal features with 48.12% confidence from JSON config [2026-01-06T20:35:26.401383] [DEBUG] [MAG ] Building data for symbol: FTHY with lookback: 0 [2026-01-06T20:35:26.402274] [DEBUG] [FEATURES ] DataBuilder: Executing 3 feature methods. [2026-01-06T20:35:26.402336] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:26.404205] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:35:26.404750] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:35:26.405298] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:26.481303] [DEBUG] [MAG ] HUM: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:26.500497] [DEBUG] [MAG ] OPRX: Last date is validated at 2026-01-06 [2026-01-06T20:35:26.623795] [INFO ] [LOCAL ] HUM: Saved forecast. [2026-01-06T20:35:26.623864] [INFO ] [main ] HUM: Signal=1 (Conf=100.0%), Magnitude=0.03% (Conf=52.7504%) [2026-01-06T20:35:26.624211] [INFO ] [main ] Fetching symbol history for ASTH... [2026-01-06T20:35:26.624261] [DEBUG] [REMOTE ] ASTH: Fetching historical data. [2026-01-06T20:35:26.624684] [INFO ] [main ] Progress: 41/407 forecasts completed (10.1%). HUM finished in 0.7s. ETA: 1m 4s. Rate: 344.17 forecasts/min [2026-01-06T20:35:26.638640] [DEBUG] [REMOTE ] ASTH: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:26.639867] [DEBUG] [LOCAL ] Loaded configuration for ASTH: 2 features, N/A% accuracy [2026-01-06T20:35:26.639920] [INFO ] [LOCAL ] ASTH: Loaded 2 optimal features with 41.68% confidence from JSON config [2026-01-06T20:35:26.639952] [DEBUG] [MAG ] Building data for symbol: ASTH with lookback: 0 [2026-01-06T20:35:26.640755] [DEBUG] [FEATURES ] DataBuilder: Executing 2 feature methods. [2026-01-06T20:35:26.640813] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:35:26.645481] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_flow_differentials [2026-01-06T20:35:26.648882] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:26.669120] [DEBUG] [MAG ] ARLP: Last date is validated at 2026-01-06 [2026-01-06T20:35:26.672073] [DEBUG] [MAG ] OPRX: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:26.746809] [INFO ] [LOCAL ] OPRX: Saved forecast. [2026-01-06T20:35:26.746880] [INFO ] [main ] OPRX: Signal=1 (Conf=100.0%), Magnitude=1.49% (Conf=48.1179%) [2026-01-06T20:35:26.747056] [INFO ] [main ] Fetching symbol history for BUD... [2026-01-06T20:35:26.747101] [DEBUG] [REMOTE ] BUD: Fetching historical data. [2026-01-06T20:35:26.748670] [INFO ] [main ] Progress: 42/407 forecasts completed (10.3%). OPRX finished in 0.6s. ETA: 1m 3s. Rate: 346.55 forecasts/min [2026-01-06T20:35:26.761416] [DEBUG] [REMOTE ] BUD: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:26.762362] [DEBUG] [LOCAL ] Loaded configuration for BUD: 3 features, N/A% accuracy [2026-01-06T20:35:26.762420] [INFO ] [LOCAL ] BUD: Loaded 3 optimal features with 57.74% confidence from JSON config [2026-01-06T20:35:26.762453] [DEBUG] [MAG ] Building data for symbol: BUD with lookback: 0 [2026-01-06T20:35:26.762429] [DEBUG] [MAG ] FTHY: Last date is validated at 2026-01-06 [2026-01-06T20:35:26.763261] [DEBUG] [FEATURES ] DataBuilder: Executing 3 feature methods. [2026-01-06T20:35:26.763322] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:35:26.768312] [DEBUG] [FEATURES ] DataBuilder: Executing add_prior_day_tail_pressure [2026-01-06T20:35:26.771267] [DEBUG] [FEATURES ] DataBuilder: Executing add_regime [2026-01-06T20:35:26.786816] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:26.836478] [DEBUG] [MAG ] ARLP: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:26.908618] [INFO ] [LOCAL ] ARLP: Saved forecast. [2026-01-06T20:35:26.908694] [INFO ] [main ] ARLP: Signal=1 (Conf=100.0%), Magnitude=1.87% (Conf=70.8363%) [2026-01-06T20:35:26.909084] [INFO ] [main ] Progress: 43/407 forecasts completed (10.6%). ARLP finished in 0.6s. ETA: 1m 3s. Rate: 347.14 forecasts/min [2026-01-06T20:35:26.909217] [INFO ] [main ] Fetching symbol history for RMBI... [2026-01-06T20:35:26.909261] [DEBUG] [REMOTE ] RMBI: Fetching historical data. [2026-01-06T20:35:26.923268] [DEBUG] [REMOTE ] RMBI: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:26.925214] [DEBUG] [LOCAL ] Loaded configuration for RMBI: 9 features, N/A% accuracy [2026-01-06T20:35:26.925276] [INFO ] [LOCAL ] RMBI: Loaded 9 optimal features with 60.81% confidence from JSON config [2026-01-06T20:35:26.925307] [DEBUG] [MAG ] Building data for symbol: RMBI with lookback: 0 [2026-01-06T20:35:26.926104] [DEBUG] [FEATURES ] DataBuilder: Executing 9 feature methods. [2026-01-06T20:35:26.926168] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:26.927892] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:35:26.928380] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:35:26.928869] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-06T20:35:26.929664] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-06T20:35:26.930496] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_fill_state [2026-01-06T20:35:26.948245] [DEBUG] [MAG ] FTHY: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:26.968464] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_morning_composite [2026-01-06T20:35:26.969554] [DEBUG] [FEATURES ] DataBuilder: Executing add_last_hour_momentum_mag [2026-01-06T20:35:26.970221] [DEBUG] [FEATURES ] DataBuilder: Executing add_prior_mag_lag [2026-01-06T20:35:26.971805] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:26.984279] [DEBUG] [MAG ] ASTH: Last date is validated at 2026-01-06 [2026-01-06T20:35:27.002869] [INFO ] [LOCAL ] FTHY: Saved forecast. [2026-01-06T20:35:27.002944] [INFO ] [main ] FTHY: Signal=1 (Conf=100.0%), Magnitude=0.27% (Conf=48.1242%) [2026-01-06T20:35:27.003314] [INFO ] [main ] Fetching symbol history for MYN... [2026-01-06T20:35:27.003368] [DEBUG] [REMOTE ] MYN: Fetching historical data. [2026-01-06T20:35:27.003654] [INFO ] [main ] Progress: 44/407 forecasts completed (10.8%). FTHY finished in 0.6s. ETA: 1m 2s. Rate: 350.75 forecasts/min [2026-01-06T20:35:27.014068] [DEBUG] [REMOTE ] MYN: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:27.015936] [DEBUG] [LOCAL ] Loaded configuration for MYN: 6 features, N/A% accuracy [2026-01-06T20:35:27.015991] [INFO ] [LOCAL ] MYN: Loaded 6 optimal features with 48.66% confidence from JSON config [2026-01-06T20:35:27.016025] [DEBUG] [MAG ] Building data for symbol: MYN with lookback: 0 [2026-01-06T20:35:27.016835] [DEBUG] [FEATURES ] DataBuilder: Executing 6 feature methods. [2026-01-06T20:35:27.016898] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:27.018738] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:35:27.019308] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:35:27.019733] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-06T20:35:27.020631] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-06T20:35:27.023036] [DEBUG] [FEATURES ] DataBuilder: Executing add_fullday_parkinson_range [2026-01-06T20:35:27.025108] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:27.135244] [DEBUG] [MAG ] BUD: Last date is validated at 2026-01-06 [2026-01-06T20:35:27.152218] [DEBUG] [MAG ] ASTH: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:27.249869] [INFO ] [LOCAL ] ASTH: Saved forecast. [2026-01-06T20:35:27.249938] [INFO ] [main ] ASTH: Signal=1 (Conf=100.0%), Magnitude=-0.10% (Conf=41.6813%) [2026-01-06T20:35:27.250093] [INFO ] [main ] Fetching symbol history for EMBC... [2026-01-06T20:35:27.250136] [DEBUG] [REMOTE ] EMBC: Fetching historical data. [2026-01-06T20:35:27.251653] [INFO ] [main ] Progress: 45/407 forecasts completed (11.1%). ASTH finished in 0.6s. ETA: 1m 3s. Rate: 347.28 forecasts/min [2026-01-06T20:35:27.263337] [DEBUG] [REMOTE ] EMBC: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:27.264446] [DEBUG] [LOCAL ] Loaded configuration for EMBC: 1 features, N/A% accuracy [2026-01-06T20:35:27.264499] [INFO ] [LOCAL ] EMBC: Loaded 1 optimal features with 57.23% confidence from JSON config [2026-01-06T20:35:27.264530] [DEBUG] [MAG ] Building data for symbol: EMBC with lookback: 0 [2026-01-06T20:35:27.265324] [DEBUG] [FEATURES ] DataBuilder: Executing 1 feature methods. [2026-01-06T20:35:27.265382] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_vs_close_liquidity_ratio [2026-01-06T20:35:27.266868] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:27.306272] [DEBUG] [MAG ] BUD: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:27.308610] [DEBUG] [MAG ] RMBI: Last date is validated at 2026-01-06 [2026-01-06T20:35:27.367410] [DEBUG] [MAG ] MYN: Last date is validated at 2026-01-06 [2026-01-06T20:35:27.398873] [INFO ] [LOCAL ] BUD: Saved forecast. [2026-01-06T20:35:27.399140] [INFO ] [main ] BUD: Signal=1 (Conf=100.0%), Magnitude=2.94% (Conf=57.7443%) [2026-01-06T20:35:27.399477] [INFO ] [main ] Fetching symbol history for BLX... [2026-01-06T20:35:27.399527] [DEBUG] [REMOTE ] BLX: Fetching historical data. [2026-01-06T20:35:27.399664] [INFO ] [main ] Progress: 46/407 forecasts completed (11.3%). BUD finished in 0.7s. ETA: 1m 2s. Rate: 348.37 forecasts/min [2026-01-06T20:35:27.412840] [DEBUG] [REMOTE ] BLX: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:27.414001] [DEBUG] [LOCAL ] Loaded configuration for BLX: 1 features, N/A% accuracy [2026-01-06T20:35:27.414054] [INFO ] [LOCAL ] BLX: Loaded 1 optimal features with 54.90% confidence from JSON config [2026-01-06T20:35:27.414085] [DEBUG] [MAG ] Building data for symbol: BLX with lookback: 0 [2026-01-06T20:35:27.414897] [DEBUG] [FEATURES ] DataBuilder: Executing 1 feature methods. [2026-01-06T20:35:27.414955] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-06T20:35:27.415824] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:27.474942] [DEBUG] [MAG ] RMBI: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:27.537391] [DEBUG] [MAG ] MYN: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:27.545557] [INFO ] [LOCAL ] RMBI: Saved forecast. [2026-01-06T20:35:27.545653] [INFO ] [main ] RMBI: Signal=1 (Conf=100.0%), Magnitude=0.52% (Conf=60.8079%) [2026-01-06T20:35:27.545818] [INFO ] [main ] Fetching symbol history for GPRK... [2026-01-06T20:35:27.545862] [DEBUG] [REMOTE ] GPRK: Fetching historical data. [2026-01-06T20:35:27.547083] [INFO ] [main ] Progress: 47/407 forecasts completed (11.5%). RMBI finished in 0.6s. ETA: 1m 2s. Rate: 349.44 forecasts/min [2026-01-06T20:35:27.559552] [DEBUG] [REMOTE ] GPRK: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:27.560475] [DEBUG] [LOCAL ] Loaded configuration for GPRK: 1 features, N/A% accuracy [2026-01-06T20:35:27.560532] [INFO ] [LOCAL ] GPRK: Loaded 1 optimal features with 39.86% confidence from JSON config [2026-01-06T20:35:27.560564] [DEBUG] [MAG ] Building data for symbol: GPRK with lookback: 0 [2026-01-06T20:35:27.561375] [DEBUG] [FEATURES ] DataBuilder: Executing 1 feature methods. [2026-01-06T20:35:27.561433] [DEBUG] [FEATURES ] DataBuilder: Executing add_morning_followthrough_mag_T0 [2026-01-06T20:35:27.562099] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:27.595190] [INFO ] [LOCAL ] MYN: Saved forecast. [2026-01-06T20:35:27.595266] [INFO ] [main ] MYN: Signal=1 (Conf=100.0%), Magnitude=0.16% (Conf=48.6561%) [2026-01-06T20:35:27.595617] [INFO ] [main ] Fetching symbol history for AMRX... [2026-01-06T20:35:27.595669] [DEBUG] [REMOTE ] AMRX: Fetching historical data. [2026-01-06T20:35:27.595675] [INFO ] [main ] Progress: 48/407 forecasts completed (11.8%). MYN finished in 0.6s. ETA: 1m 1s. Rate: 354.74 forecasts/min [2026-01-06T20:35:27.604555] [DEBUG] [MAG ] EMBC: Last date is validated at 2026-01-06 [2026-01-06T20:35:27.608295] [DEBUG] [REMOTE ] AMRX: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:27.609400] [DEBUG] [LOCAL ] Loaded configuration for AMRX: 6 features, N/A% accuracy [2026-01-06T20:35:27.609452] [INFO ] [LOCAL ] AMRX: Loaded 6 optimal features with 52.93% confidence from JSON config [2026-01-06T20:35:27.609485] [DEBUG] [MAG ] Building data for symbol: AMRX with lookback: 0 [2026-01-06T20:35:27.610278] [DEBUG] [FEATURES ] DataBuilder: Executing 6 feature methods. [2026-01-06T20:35:27.610340] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:27.612020] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:35:27.612517] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_fill_state [2026-01-06T20:35:27.653569] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_morning_composite [2026-01-06T20:35:27.654717] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_skewness_proxies [2026-01-06T20:35:27.655997] [DEBUG] [FEATURES ] DataBuilder: Executing add_micro_gap_fill_velocity [2026-01-06T20:35:27.658083] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:27.759481] [DEBUG] [MAG ] BLX: Last date is validated at 2026-01-06 [2026-01-06T20:35:27.775194] [DEBUG] [MAG ] EMBC: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:27.846504] [INFO ] [LOCAL ] EMBC: Saved forecast. [2026-01-06T20:35:27.846591] [INFO ] [main ] EMBC: Signal=1 (Conf=100.0%), Magnitude=3.68% (Conf=57.2327%) [2026-01-06T20:35:27.846770] [INFO ] [main ] Fetching symbol history for KRG... [2026-01-06T20:35:27.846816] [DEBUG] [REMOTE ] KRG: Fetching historical data. [2026-01-06T20:35:27.848865] [INFO ] [main ] Progress: 49/407 forecasts completed (12.0%). EMBC finished in 0.6s. ETA: 1m 1s. Rate: 351.18 forecasts/min [2026-01-06T20:35:27.861566] [DEBUG] [REMOTE ] KRG: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:27.862701] [DEBUG] [LOCAL ] Loaded configuration for KRG: 10 features, N/A% accuracy [2026-01-06T20:35:27.862758] [INFO ] [LOCAL ] KRG: Loaded 10 optimal features with 66.02% confidence from JSON config [2026-01-06T20:35:27.862791] [DEBUG] [MAG ] Building data for symbol: KRG with lookback: 0 [2026-01-06T20:35:27.863607] [DEBUG] [FEATURES ] DataBuilder: Executing 10 feature methods. [2026-01-06T20:35:27.863673] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-06T20:35:27.866097] [DEBUG] [FEATURES ] DataBuilder: Executing add_fullday_parkinson_range [2026-01-06T20:35:27.867874] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_volatility_percentile [2026-01-06T20:35:27.906352] [DEBUG] [MAG ] GPRK: Last date is validated at 2026-01-06 [2026-01-06T20:35:27.933939] [DEBUG] [MAG ] BLX: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:27.943595] [DEBUG] [FEATURES ] DataBuilder: Executing add_micro_gap_fill_velocity [2026-01-06T20:35:27.946021] [DEBUG] [FEATURES ] DataBuilder: Executing add_morning_followthrough_mag_T0 [2026-01-06T20:35:27.946759] [DEBUG] [FEATURES ] DataBuilder: Executing add_overnight_gap_amplitude [2026-01-06T20:35:27.947552] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:27.949299] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:35:27.949783] [DEBUG] [FEATURES ] DataBuilder: Executing add_vol_of_vol [2026-01-06T20:35:27.951138] [DEBUG] [FEATURES ] DataBuilder: Executing add_volatility_state_percentiles [2026-01-06T20:35:27.953320] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:28.004614] [DEBUG] [MAG ] AMRX: Last date is validated at 2026-01-06 [2026-01-06T20:35:28.014201] [INFO ] [LOCAL ] BLX: Saved forecast. [2026-01-06T20:35:28.014271] [INFO ] [main ] BLX: Signal=1 (Conf=100.0%), Magnitude=-2.10% (Conf=54.8975%) [2026-01-06T20:35:28.014619] [INFO ] [main ] Fetching symbol history for HY... [2026-01-06T20:35:28.014672] [DEBUG] [REMOTE ] HY: Fetching historical data. [2026-01-06T20:35:28.014665] [INFO ] [main ] Progress: 50/407 forecasts completed (12.3%). BLX finished in 0.6s. ETA: 1m 1s. Rate: 351.38 forecasts/min [2026-01-06T20:35:28.029742] [DEBUG] [REMOTE ] HY: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:28.031500] [DEBUG] [LOCAL ] Loaded configuration for HY: 9 features, N/A% accuracy [2026-01-06T20:35:28.031553] [INFO ] [LOCAL ] HY: Loaded 9 optimal features with 48.91% confidence from JSON config [2026-01-06T20:35:28.031614] [DEBUG] [MAG ] Building data for symbol: HY with lookback: 0 [2026-01-06T20:35:28.032378] [DEBUG] [FEATURES ] DataBuilder: Executing 9 feature methods. [2026-01-06T20:35:28.032441] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:35:28.037190] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:28.038962] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:35:28.039434] [DEBUG] [FEATURES ] DataBuilder: Executing add_directional_consistency [2026-01-06T20:35:28.075418] [DEBUG] [MAG ] GPRK: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:28.134793] [INFO ] [LOCAL ] GPRK: Saved forecast. [2026-01-06T20:35:28.134866] [INFO ] [main ] GPRK: Signal=1 (Conf=100.0%), Magnitude=-3.59% (Conf=39.8611%) [2026-01-06T20:35:28.135035] [INFO ] [main ] Fetching symbol history for UONE... [2026-01-06T20:35:28.135079] [DEBUG] [REMOTE ] UONE: Fetching historical data. [2026-01-06T20:35:28.136435] [INFO ] [main ] Progress: 51/407 forecasts completed (12.5%). GPRK finished in 0.6s. ETA: 1m 0s. Rate: 353.37 forecasts/min [2026-01-06T20:35:28.148814] [DEBUG] [REMOTE ] UONE: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:28.149946] [DEBUG] [FEATURES ] DataBuilder: Executing add_fullday_parkinson_range [2026-01-06T20:35:28.150189] [DEBUG] [LOCAL ] Loaded configuration for UONE: 14 features, N/A% accuracy [2026-01-06T20:35:28.150242] [INFO ] [LOCAL ] UONE: Loaded 14 optimal features with 30.92% confidence from JSON config [2026-01-06T20:35:28.150273] [DEBUG] [MAG ] Building data for symbol: UONE with lookback: 0 [2026-01-06T20:35:28.151091] [DEBUG] [FEATURES ] DataBuilder: Executing 14 feature methods. [2026-01-06T20:35:28.151158] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:28.151868] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_resolution_state [2026-01-06T20:35:28.152837] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:35:28.153336] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:35:28.153795] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:35:28.154178] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_fill_state [2026-01-06T20:35:28.174110] [DEBUG] [MAG ] AMRX: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:28.192167] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_morning_composite [2026-01-06T20:35:28.193203] [DEBUG] [FEATURES ] DataBuilder: Executing add_micro_gap_fill_velocity [2026-01-06T20:35:28.195206] [DEBUG] [FEATURES ] DataBuilder: Executing add_pct_change [2026-01-06T20:35:28.197223] [DEBUG] [FEATURES ] DataBuilder: Executing add_preclose_acceleration_mag [2026-01-06T20:35:28.198291] [DEBUG] [FEATURES ] DataBuilder: Executing add_prior_day_tail_pressure [2026-01-06T20:35:28.201050] [DEBUG] [FEATURES ] DataBuilder: Executing add_prior_mag_lag [2026-01-06T20:35:28.201828] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_reversal_intensity [2026-01-06T20:35:28.202662] [DEBUG] [FEATURES ] DataBuilder: Executing add_regime_flags [2026-01-06T20:35:28.203194] [DEBUG] [FEATURES ] DataBuilder: Executing add_range_volume_efficiency_refinements [2026-01-06T20:35:28.203691] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_pressure_into_close [2026-01-06T20:35:28.205285] [DEBUG] [FEATURES ] DataBuilder: Executing add_return_volume_nonlinearity_proxies [2026-01-06T20:35:28.206175] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:28.207376] [DEBUG] [FEATURES ] DataBuilder: Executing add_signed_carry_history_11 [2026-01-06T20:35:28.208781] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:28.242108] [INFO ] [LOCAL ] AMRX: Saved forecast. [2026-01-06T20:35:28.242176] [INFO ] [main ] AMRX: Signal=1 (Conf=100.0%), Magnitude=1.32% (Conf=52.9259%) [2026-01-06T20:35:28.242507] [INFO ] [main ] Fetching symbol history for RMBS... [2026-01-06T20:35:28.242557] [DEBUG] [REMOTE ] RMBS: Fetching historical data. [2026-01-06T20:35:28.242650] [INFO ] [main ] Progress: 52/407 forecasts completed (12.8%). AMRX finished in 0.6s. ETA: 59.8s. Rate: 355.93 forecasts/min [2026-01-06T20:35:28.254722] [DEBUG] [REMOTE ] RMBS: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:28.256165] [DEBUG] [LOCAL ] Loaded configuration for RMBS: 8 features, N/A% accuracy [2026-01-06T20:35:28.256222] [INFO ] [LOCAL ] RMBS: Loaded 8 optimal features with 48.47% confidence from JSON config [2026-01-06T20:35:28.256256] [DEBUG] [MAG ] Building data for symbol: RMBS with lookback: 0 [2026-01-06T20:35:28.257103] [DEBUG] [FEATURES ] DataBuilder: Executing 8 feature methods. [2026-01-06T20:35:28.257171] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:35:28.262441] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:28.264827] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:35:28.265523] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:35:28.266130] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-06T20:35:28.266889] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_morning_composite [2026-01-06T20:35:28.267975] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_skewness_proxies [2026-01-06T20:35:28.269205] [DEBUG] [FEATURES ] DataBuilder: Executing add_morning_range_expansion [2026-01-06T20:35:28.273590] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:28.293176] [DEBUG] [MAG ] KRG: Last date is validated at 2026-01-06 [2026-01-06T20:35:28.460378] [DEBUG] [MAG ] KRG: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:28.539670] [INFO ] [LOCAL ] KRG: Saved forecast. [2026-01-06T20:35:28.539745] [INFO ] [main ] KRG: Signal=1 (Conf=100.0%), Magnitude=-0.62% (Conf=66.0151%) [2026-01-06T20:35:28.539903] [INFO ] [main ] Fetching symbol history for DBX... [2026-01-06T20:35:28.539948] [DEBUG] [REMOTE ] DBX: Fetching historical data. [2026-01-06T20:35:28.541057] [INFO ] [main ] Progress: 53/407 forecasts completed (13.0%). KRG finished in 0.7s. ETA: 1m 1s. Rate: 350.84 forecasts/min [2026-01-06T20:35:28.545378] [DEBUG] [MAG ] UONE: Last date is validated at 2026-01-06 [2026-01-06T20:35:28.554121] [DEBUG] [MAG ] HY: Last date is validated at 2026-01-06 [2026-01-06T20:35:28.556588] [DEBUG] [REMOTE ] DBX: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:28.557909] [DEBUG] [LOCAL ] Loaded configuration for DBX: 4 features, N/A% accuracy [2026-01-06T20:35:28.557963] [INFO ] [LOCAL ] DBX: Loaded 4 optimal features with 50.06% confidence from JSON config [2026-01-06T20:35:28.558008] [DEBUG] [MAG ] Building data for symbol: DBX with lookback: 0 [2026-01-06T20:35:28.558850] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-06T20:35:28.558910] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-06T20:35:28.559701] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_fill_state [2026-01-06T20:35:28.598779] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_resolution_state [2026-01-06T20:35:28.619123] [DEBUG] [MAG ] RMBS: Last date is validated at 2026-01-06 [2026-01-06T20:35:28.647838] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_vs_close_liquidity_ratio [2026-01-06T20:35:28.649640] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:28.715074] [DEBUG] [MAG ] UONE: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:28.722511] [DEBUG] [MAG ] HY: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:28.788799] [INFO ] [LOCAL ] UONE: Saved forecast. [2026-01-06T20:35:28.788868] [INFO ] [main ] UONE: Signal=1 (Conf=100.0%), Magnitude=1.14% (Conf=30.9248%) [2026-01-06T20:35:28.789028] [INFO ] [main ] Fetching symbol history for BELFB... [2026-01-06T20:35:28.789072] [DEBUG] [REMOTE ] BELFB: Fetching historical data. [2026-01-06T20:35:28.790351] [INFO ] [main ] Progress: 54/407 forecasts completed (13.3%). UONE finished in 0.7s. ETA: 1m 1s. Rate: 347.89 forecasts/min [2026-01-06T20:35:28.791220] [DEBUG] [MAG ] RMBS: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:28.800324] [DEBUG] [REMOTE ] BELFB: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:28.801136] [DEBUG] [LOCAL ] Loaded configuration for BELFB: 4 features, N/A% accuracy [2026-01-06T20:35:28.801187] [INFO ] [LOCAL ] BELFB: Loaded 4 optimal features with 52.60% confidence from JSON config [2026-01-06T20:35:28.801217] [DEBUG] [MAG ] Building data for symbol: BELFB with lookback: 0 [2026-01-06T20:35:28.802009] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-06T20:35:28.802078] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:35:28.807358] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-06T20:35:28.808313] [DEBUG] [FEATURES ] DataBuilder: Executing add_morning_followthrough_mag_T0 [2026-01-06T20:35:28.808954] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_zscore [2026-01-06T20:35:28.810612] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:28.824116] [INFO ] [LOCAL ] HY: Saved forecast. [2026-01-06T20:35:28.824187] [INFO ] [main ] HY: Signal=1 (Conf=100.0%), Magnitude=-0.09% (Conf=48.9122%) [2026-01-06T20:35:28.824345] [INFO ] [main ] Fetching symbol history for EDF... [2026-01-06T20:35:28.824389] [DEBUG] [REMOTE ] EDF: Fetching historical data. [2026-01-06T20:35:28.824612] [INFO ] [main ] Progress: 55/407 forecasts completed (13.5%). HY finished in 0.8s. ETA: 59.8s. Rate: 353.03 forecasts/min [2026-01-06T20:35:28.837622] [DEBUG] [REMOTE ] EDF: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:28.840536] [DEBUG] [LOCAL ] Loaded configuration for EDF: 7 features, N/A% accuracy [2026-01-06T20:35:28.840609] [INFO ] [LOCAL ] EDF: Loaded 7 optimal features with 20.09% confidence from JSON config [2026-01-06T20:35:28.840643] [DEBUG] [MAG ] Building data for symbol: EDF with lookback: 0 [2026-01-06T20:35:28.841567] [DEBUG] [FEATURES ] DataBuilder: Executing 7 feature methods. [2026-01-06T20:35:28.841656] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:35:28.846412] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-06T20:35:28.848917] [DEBUG] [FEATURES ] DataBuilder: Executing add_shelf_lag [2026-01-06T20:35:28.850096] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:28.854357] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:35:28.855070] [DEBUG] [FEATURES ] DataBuilder: Executing add_vol_of_vol [2026-01-06T20:35:28.856545] [DEBUG] [FEATURES ] DataBuilder: Executing add_volatility_state_percentiles [2026-01-06T20:35:28.858635] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:28.904357] [INFO ] [LOCAL ] RMBS: Saved forecast. [2026-01-06T20:35:28.904426] [INFO ] [main ] RMBS: Signal=1 (Conf=100.0%), Magnitude=-1.86% (Conf=48.4655%) [2026-01-06T20:35:28.904788] [INFO ] [main ] Fetching symbol history for SCSC... [2026-01-06T20:35:28.904844] [DEBUG] [REMOTE ] SCSC: Fetching historical data. [2026-01-06T20:35:28.905652] [INFO ] [main ] Progress: 56/407 forecasts completed (13.8%). RMBS finished in 0.7s. ETA: 59.1s. Rate: 356.36 forecasts/min [2026-01-06T20:35:28.916375] [DEBUG] [REMOTE ] SCSC: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:28.917506] [DEBUG] [LOCAL ] Loaded configuration for SCSC: 2 features, N/A% accuracy [2026-01-06T20:35:28.917566] [INFO ] [LOCAL ] SCSC: Loaded 2 optimal features with 53.38% confidence from JSON config [2026-01-06T20:35:28.917626] [DEBUG] [MAG ] Building data for symbol: SCSC with lookback: 0 [2026-01-06T20:35:28.918421] [DEBUG] [FEATURES ] DataBuilder: Executing 2 feature methods. [2026-01-06T20:35:28.918481] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:35:28.923386] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-06T20:35:28.924248] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:28.989647] [DEBUG] [MAG ] DBX: Last date is validated at 2026-01-06 [2026-01-06T20:35:29.155061] [DEBUG] [MAG ] BELFB: Last date is validated at 2026-01-06 [2026-01-06T20:35:29.162322] [DEBUG] [MAG ] DBX: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:29.203165] [DEBUG] [MAG ] EDF: Last date is validated at 2026-01-06 [2026-01-06T20:35:29.240332] [INFO ] [LOCAL ] DBX: Saved forecast. [2026-01-06T20:35:29.240403] [INFO ] [main ] DBX: Signal=1 (Conf=100.0%), Magnitude=-0.10% (Conf=50.0608%) [2026-01-06T20:35:29.240834] [INFO ] [main ] Fetching symbol history for LEN... [2026-01-06T20:35:29.240887] [DEBUG] [REMOTE ] LEN: Fetching historical data. [2026-01-06T20:35:29.241662] [INFO ] [main ] Progress: 57/407 forecasts completed (14.0%). DBX finished in 0.7s. ETA: 60.0s. Rate: 350.24 forecasts/min [2026-01-06T20:35:29.255515] [DEBUG] [REMOTE ] LEN: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:29.256655] [DEBUG] [LOCAL ] Loaded configuration for LEN: 7 features, N/A% accuracy [2026-01-06T20:35:29.256725] [INFO ] [LOCAL ] LEN: Loaded 7 optimal features with 62.59% confidence from JSON config [2026-01-06T20:35:29.256756] [DEBUG] [MAG ] Building data for symbol: LEN with lookback: 0 [2026-01-06T20:35:29.257514] [DEBUG] [FEATURES ] DataBuilder: Executing 7 feature methods. [2026-01-06T20:35:29.257591] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:29.259255] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:35:29.259762] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:35:29.260145] [DEBUG] [FEATURES ] DataBuilder: Executing add_fullday_parkinson_range [2026-01-06T20:35:29.261773] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_skewness_proxies [2026-01-06T20:35:29.262983] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_volatility_percentile [2026-01-06T20:35:29.276011] [DEBUG] [MAG ] SCSC: Last date is validated at 2026-01-06 [2026-01-06T20:35:29.337632] [DEBUG] [FEATURES ] DataBuilder: Executing add_morning_range_expansion [2026-01-06T20:35:29.338651] [DEBUG] [MAG ] BELFB: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:29.342157] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:29.376535] [DEBUG] [MAG ] EDF: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:29.448665] [DEBUG] [MAG ] SCSC: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:29.450871] [INFO ] [LOCAL ] BELFB: Saved forecast. [2026-01-06T20:35:29.450943] [INFO ] [main ] BELFB: Signal=1 (Conf=100.0%), Magnitude=1.02% (Conf=52.5969%) [2026-01-06T20:35:29.451107] [INFO ] [main ] Fetching symbol history for AVAL... [2026-01-06T20:35:29.451151] [DEBUG] [REMOTE ] AVAL: Fetching historical data. [2026-01-06T20:35:29.451976] [INFO ] [main ] Progress: 58/407 forecasts completed (14.3%). BELFB finished in 0.7s. ETA: 1m 0s. Rate: 348.87 forecasts/min [2026-01-06T20:35:29.463895] [DEBUG] [REMOTE ] AVAL: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:29.465052] [DEBUG] [LOCAL ] Loaded configuration for AVAL: 4 features, N/A% accuracy [2026-01-06T20:35:29.465107] [INFO ] [LOCAL ] AVAL: Loaded 4 optimal features with 32.50% confidence from JSON config [2026-01-06T20:35:29.465139] [DEBUG] [MAG ] Building data for symbol: AVAL with lookback: 0 [2026-01-06T20:35:29.465983] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-06T20:35:29.466047] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-06T20:35:29.466798] [DEBUG] [FEATURES ] DataBuilder: Executing add_overnight_gap_amplitude [2026-01-06T20:35:29.467380] [DEBUG] [FEATURES ] DataBuilder: Executing add_overnight_gap_mag [2026-01-06T20:35:29.468214] [DEBUG] [FEATURES ] DataBuilder: Executing add_shelf_lag [2026-01-06T20:35:29.469876] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:29.506633] [INFO ] [LOCAL ] EDF: Saved forecast. [2026-01-06T20:35:29.506703] [INFO ] [main ] EDF: Signal=1 (Conf=100.0%), Magnitude=0.00% (Conf=20.0937%) [2026-01-06T20:35:29.506863] [INFO ] [main ] Fetching symbol history for MBX... [2026-01-06T20:35:29.506907] [DEBUG] [REMOTE ] MBX: Fetching historical data. [2026-01-06T20:35:29.507904] [INFO ] [main ] Progress: 59/407 forecasts completed (14.5%). EDF finished in 0.7s. ETA: 59.2s. Rate: 352.91 forecasts/min [2026-01-06T20:35:29.520880] [DEBUG] [REMOTE ] MBX: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:29.521879] [DEBUG] [LOCAL ] Loaded configuration for MBX: 2 features, N/A% accuracy [2026-01-06T20:35:29.521933] [INFO ] [LOCAL ] MBX: Loaded 2 optimal features with 50.48% confidence from JSON config [2026-01-06T20:35:29.521964] [DEBUG] [MAG ] Building data for symbol: MBX with lookback: 0 [2026-01-06T20:35:29.522748] [DEBUG] [FEATURES ] DataBuilder: Executing 2 feature methods. [2026-01-06T20:35:29.522807] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_11_elasticity [2026-01-06T20:35:29.524091] [DEBUG] [FEATURES ] DataBuilder: Executing add_vwap_deviations [2026-01-06T20:35:29.530679] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:29.536747] [INFO ] [LOCAL ] SCSC: Saved forecast. [2026-01-06T20:35:29.536842] [INFO ] [main ] SCSC: Signal=1 (Conf=100.0%), Magnitude=2.03% (Conf=53.3767%) [2026-01-06T20:35:29.537415] [INFO ] [main ] Fetching symbol history for ASND... [2026-01-06T20:35:29.537469] [DEBUG] [REMOTE ] ASND: Fetching historical data. [2026-01-06T20:35:29.537643] [INFO ] [main ] Progress: 60/407 forecasts completed (14.7%). SCSC finished in 0.6s. ETA: 58.2s. Rate: 357.83 forecasts/min [2026-01-06T20:35:29.551893] [DEBUG] [REMOTE ] ASND: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:29.552781] [DEBUG] [LOCAL ] Loaded configuration for ASND: 6 features, N/A% accuracy [2026-01-06T20:35:29.552843] [INFO ] [LOCAL ] ASND: Loaded 6 optimal features with 54.06% confidence from JSON config [2026-01-06T20:35:29.552887] [DEBUG] [MAG ] Building data for symbol: ASND with lookback: 0 [2026-01-06T20:35:29.553715] [DEBUG] [FEATURES ] DataBuilder: Executing 6 feature methods. [2026-01-06T20:35:29.553791] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:29.555526] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:35:29.556183] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:35:29.556722] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:35:29.557165] [DEBUG] [FEATURES ] DataBuilder: Executing add_preclose_acceleration_mag [2026-01-06T20:35:29.558411] [DEBUG] [FEATURES ] DataBuilder: Executing add_prior_mag_lag [2026-01-06T20:35:29.560474] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:29.685505] [DEBUG] [MAG ] LEN: Last date is validated at 2026-01-06 [2026-01-06T20:35:29.838610] [DEBUG] [MAG ] AVAL: Last date is validated at 2026-01-06 [2026-01-06T20:35:29.855696] [DEBUG] [MAG ] LEN: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:29.875506] [DEBUG] [MAG ] MBX: Last date is validated at 2026-01-06 [2026-01-06T20:35:29.929292] [DEBUG] [MAG ] ASND: Last date is validated at 2026-01-06 [2026-01-06T20:35:29.961538] [INFO ] [LOCAL ] LEN: Saved forecast. [2026-01-06T20:35:29.961633] [INFO ] [main ] LEN: Signal=1 (Conf=100.0%), Magnitude=-1.38% (Conf=62.5913%) [2026-01-06T20:35:29.961793] [INFO ] [main ] Fetching symbol history for CMRE... [2026-01-06T20:35:29.961837] [DEBUG] [REMOTE ] CMRE: Fetching historical data. [2026-01-06T20:35:29.963655] [INFO ] [main ] Progress: 61/407 forecasts completed (15.0%). LEN finished in 0.7s. ETA: 59.5s. Rate: 349.02 forecasts/min [2026-01-06T20:35:29.975307] [DEBUG] [REMOTE ] CMRE: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:29.976544] [DEBUG] [LOCAL ] Loaded configuration for CMRE: 7 features, N/A% accuracy [2026-01-06T20:35:29.976630] [INFO ] [LOCAL ] CMRE: Loaded 7 optimal features with 49.75% confidence from JSON config [2026-01-06T20:35:29.976664] [DEBUG] [MAG ] Building data for symbol: CMRE with lookback: 0 [2026-01-06T20:35:29.977443] [DEBUG] [FEATURES ] DataBuilder: Executing 7 feature methods. [2026-01-06T20:35:29.977513] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:35:29.982230] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-06T20:35:29.984661] [DEBUG] [FEATURES ] DataBuilder: Executing add_directional_consistency [2026-01-06T20:35:30.027454] [DEBUG] [MAG ] AVAL: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:30.043083] [DEBUG] [MAG ] MBX: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:30.094194] [DEBUG] [FEATURES ] DataBuilder: Executing add_fullday_parkinson_range [2026-01-06T20:35:30.096002] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_resolution_state [2026-01-06T20:35:30.106269] [DEBUG] [MAG ] ASND: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:30.134672] [INFO ] [LOCAL ] MBX: Saved forecast. [2026-01-06T20:35:30.134748] [INFO ] [main ] MBX: Signal=1 (Conf=90.0%), Magnitude=0.91% (Conf=50.4812%) [2026-01-06T20:35:30.135073] [INFO ] [main ] Progress: 62/407 forecasts completed (15.2%). MBX finished in 0.6s. ETA: 59.3s. Rate: 349.03 forecasts/min [2026-01-06T20:35:30.135195] [INFO ] [main ] Fetching symbol history for SCL... [2026-01-06T20:35:30.135237] [DEBUG] [REMOTE ] SCL: Fetching historical data. [2026-01-06T20:35:30.146059] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_hour_microstructure [2026-01-06T20:35:30.148914] [DEBUG] [FEATURES ] DataBuilder: Executing add_regime_flags [2026-01-06T20:35:30.148932] [DEBUG] [REMOTE ] SCL: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:30.149842] [DEBUG] [LOCAL ] Loaded configuration for SCL: 3 features, N/A% accuracy [2026-01-06T20:35:30.149895] [INFO ] [LOCAL ] SCL: Loaded 3 optimal features with 53.92% confidence from JSON config [2026-01-06T20:35:30.149928] [DEBUG] [MAG ] Building data for symbol: SCL with lookback: 0 [2026-01-06T20:35:30.150035] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:30.150758] [DEBUG] [FEATURES ] DataBuilder: Executing 3 feature methods. [2026-01-06T20:35:30.150819] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-06T20:35:30.151715] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_resolution_state [2026-01-06T20:35:30.160104] [INFO ] [LOCAL ] AVAL: Saved forecast. [2026-01-06T20:35:30.160172] [INFO ] [main ] AVAL: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=32.5049%) [2026-01-06T20:35:30.160589] [INFO ] [main ] Fetching symbol history for KURA... [2026-01-06T20:35:30.160643] [DEBUG] [REMOTE ] KURA: Fetching historical data. [2026-01-06T20:35:30.160647] [INFO ] [main ] Progress: 63/407 forecasts completed (15.5%). AVAL finished in 0.7s. ETA: 58.3s. Rate: 353.81 forecasts/min [2026-01-06T20:35:30.173491] [DEBUG] [REMOTE ] KURA: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:30.174272] [DEBUG] [LOCAL ] Loaded configuration for KURA: 2 features, N/A% accuracy [2026-01-06T20:35:30.174328] [INFO ] [LOCAL ] KURA: Loaded 2 optimal features with 54.42% confidence from JSON config [2026-01-06T20:35:30.174359] [DEBUG] [MAG ] Building data for symbol: KURA with lookback: 0 [2026-01-06T20:35:30.175152] [DEBUG] [FEATURES ] DataBuilder: Executing 2 feature methods. [2026-01-06T20:35:30.175210] [DEBUG] [FEATURES ] DataBuilder: Executing add_range_overlap_v_prior_day [2026-01-06T20:35:30.177587] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:30.179351] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:30.201537] [DEBUG] [FEATURES ] DataBuilder: Executing add_overnight_gap_mag [2026-01-06T20:35:30.202517] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:30.225254] [INFO ] [LOCAL ] ASND: Saved forecast. [2026-01-06T20:35:30.225327] [INFO ] [main ] ASND: Signal=1 (Conf=90.0%), Magnitude=3.16% (Conf=54.0567%) [2026-01-06T20:35:30.225713] [INFO ] [main ] Fetching symbol history for BGY... [2026-01-06T20:35:30.225800] [DEBUG] [REMOTE ] BGY: Fetching historical data. [2026-01-06T20:35:30.226711] [INFO ] [main ] Progress: 64/407 forecasts completed (15.7%). ASND finished in 0.7s. ETA: 57.6s. Rate: 357.22 forecasts/min [2026-01-06T20:35:30.237320] [DEBUG] [REMOTE ] BGY: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:30.238429] [DEBUG] [LOCAL ] Loaded configuration for BGY: 5 features, N/A% accuracy [2026-01-06T20:35:30.238487] [INFO ] [LOCAL ] BGY: Loaded 5 optimal features with 36.50% confidence from JSON config [2026-01-06T20:35:30.238531] [DEBUG] [MAG ] Building data for symbol: BGY with lookback: 0 [2026-01-06T20:35:30.239459] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-06T20:35:30.239526] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:35:30.244669] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:30.246660] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:35:30.247195] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:35:30.247624] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-06T20:35:30.248510] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:30.489962] [DEBUG] [MAG ] CMRE: Last date is validated at 2026-01-06 [2026-01-06T20:35:30.519562] [DEBUG] [MAG ] KURA: Last date is validated at 2026-01-06 [2026-01-06T20:35:30.549270] [DEBUG] [MAG ] SCL: Last date is validated at 2026-01-06 [2026-01-06T20:35:30.615351] [DEBUG] [MAG ] BGY: Last date is validated at 2026-01-06 [2026-01-06T20:35:30.678871] [DEBUG] [MAG ] CMRE: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:30.686738] [DEBUG] [MAG ] KURA: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:30.719803] [DEBUG] [MAG ] SCL: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:30.753240] [INFO ] [LOCAL ] CMRE: Saved forecast. [2026-01-06T20:35:30.753309] [INFO ] [main ] CMRE: Signal=1 (Conf=90.0%), Magnitude=0.82% (Conf=49.7533%) [2026-01-06T20:35:30.753846] [INFO ] [main ] Fetching symbol history for ADP... [2026-01-06T20:35:30.753903] [DEBUG] [REMOTE ] ADP: Fetching historical data. [2026-01-06T20:35:30.754673] [INFO ] [main ] Progress: 65/407 forecasts completed (16.0%). CMRE finished in 0.8s. ETA: 59.3s. Rate: 345.82 forecasts/min [2026-01-06T20:35:30.756401] [INFO ] [LOCAL ] KURA: Saved forecast. [2026-01-06T20:35:30.756468] [INFO ] [main ] KURA: Signal=1 (Conf=90.0%), Magnitude=-8.18% (Conf=54.425%) [2026-01-06T20:35:30.756713] [INFO ] [main ] Fetching symbol history for FOLD... [2026-01-06T20:35:30.756760] [DEBUG] [REMOTE ] FOLD: Fetching historical data. [2026-01-06T20:35:30.756864] [INFO ] [main ] Progress: 66/407 forecasts completed (16.2%). KURA finished in 0.6s. ETA: 58.3s. Rate: 351.07 forecasts/min [2026-01-06T20:35:30.768554] [DEBUG] [REMOTE ] ADP: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:30.769678] [DEBUG] [REMOTE ] FOLD: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:30.769769] [DEBUG] [LOCAL ] Loaded configuration for ADP: 9 features, N/A% accuracy [2026-01-06T20:35:30.769824] [INFO ] [LOCAL ] ADP: Loaded 9 optimal features with 56.73% confidence from JSON config [2026-01-06T20:35:30.769857] [DEBUG] [MAG ] Building data for symbol: ADP with lookback: 0 [2026-01-06T20:35:30.770671] [DEBUG] [FEATURES ] DataBuilder: Executing 9 feature methods. [2026-01-06T20:35:30.770735] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:35:30.771393] [DEBUG] [LOCAL ] Loaded configuration for FOLD: 4 features, N/A% accuracy [2026-01-06T20:35:30.771447] [INFO ] [LOCAL ] FOLD: Loaded 4 optimal features with 58.75% confidence from JSON config [2026-01-06T20:35:30.771479] [DEBUG] [MAG ] Building data for symbol: FOLD with lookback: 0 [2026-01-06T20:35:30.772265] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-06T20:35:30.772324] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:35:30.775685] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:30.777052] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:30.777502] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:35:30.778041] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-06T20:35:30.778839] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:35:30.778858] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-06T20:35:30.779320] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-06T20:35:30.780203] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:30.781186] [DEBUG] [FEATURES ] DataBuilder: Executing add_fullday_parkinson_range [2026-01-06T20:35:30.782855] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_hour_microstructure [2026-01-06T20:35:30.785543] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_session_pressure [2026-01-06T20:35:30.786674] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_zscore [2026-01-06T20:35:30.788353] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:30.794740] [DEBUG] [MAG ] BGY: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:30.808005] [INFO ] [LOCAL ] SCL: Saved forecast. [2026-01-06T20:35:30.808095] [INFO ] [main ] SCL: Signal=1 (Conf=90.0%), Magnitude=3.26% (Conf=53.9248%) [2026-01-06T20:35:30.808256] [INFO ] [main ] Fetching symbol history for AZO... [2026-01-06T20:35:30.808300] [DEBUG] [REMOTE ] AZO: Fetching historical data. [2026-01-06T20:35:30.808872] [INFO ] [main ] Progress: 67/407 forecasts completed (16.5%). SCL finished in 0.7s. ETA: 57.5s. Rate: 354.75 forecasts/min [2026-01-06T20:35:30.822347] [DEBUG] [REMOTE ] AZO: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:30.823443] [DEBUG] [LOCAL ] Loaded configuration for AZO: 6 features, N/A% accuracy [2026-01-06T20:35:30.823496] [INFO ] [LOCAL ] AZO: Loaded 6 optimal features with 52.33% confidence from JSON config [2026-01-06T20:35:30.823527] [DEBUG] [MAG ] Building data for symbol: AZO with lookback: 0 [2026-01-06T20:35:30.824344] [DEBUG] [FEATURES ] DataBuilder: Executing 6 feature methods. [2026-01-06T20:35:30.824405] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:35:30.829241] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:30.831049] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:35:30.831546] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:35:30.832002] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:35:30.832402] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_skewness_proxies [2026-01-06T20:35:30.833662] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:30.852343] [INFO ] [LOCAL ] BGY: Saved forecast. [2026-01-06T20:35:30.852416] [INFO ] [main ] BGY: Signal=1 (Conf=90.0%), Magnitude=0.07% (Conf=36.4979%) [2026-01-06T20:35:30.852600] [INFO ] [main ] Fetching symbol history for OGI... [2026-01-06T20:35:30.852647] [DEBUG] [REMOTE ] OGI: Fetching historical data. [2026-01-06T20:35:30.852793] [INFO ] [main ] Progress: 68/407 forecasts completed (16.7%). BGY finished in 0.6s. ETA: 56.7s. Rate: 358.66 forecasts/min [2026-01-06T20:35:30.864296] [DEBUG] [REMOTE ] OGI: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:30.866246] [DEBUG] [LOCAL ] Loaded configuration for OGI: 11 features, N/A% accuracy [2026-01-06T20:35:30.866304] [INFO ] [LOCAL ] OGI: Loaded 11 optimal features with 41.87% confidence from JSON config [2026-01-06T20:35:30.866348] [DEBUG] [MAG ] Building data for symbol: OGI with lookback: 0 [2026-01-06T20:35:30.867164] [DEBUG] [FEATURES ] DataBuilder: Executing 11 feature methods. [2026-01-06T20:35:30.867230] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:30.869034] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:35:30.869557] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:35:30.869983] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-06T20:35:30.870889] [DEBUG] [FEATURES ] DataBuilder: Executing add_regime [2026-01-06T20:35:30.888555] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:35:30.889146] [DEBUG] [FEATURES ] DataBuilder: Executing add_regime_flags [2026-01-06T20:35:30.890235] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_pressure_into_close [2026-01-06T20:35:30.891900] [DEBUG] [FEATURES ] DataBuilder: Executing add_preclose_acceleration_mag [2026-01-06T20:35:30.892954] [DEBUG] [FEATURES ] DataBuilder: Executing add_return_volume_nonlinearity_proxies [2026-01-06T20:35:30.893674] [DEBUG] [FEATURES ] DataBuilder: Executing add_shelf_lag [2026-01-06T20:35:30.895488] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:31.232980] [DEBUG] [MAG ] FOLD: Last date is validated at 2026-01-06 [2026-01-06T20:35:31.236050] [DEBUG] [MAG ] ADP: Last date is validated at 2026-01-06 [2026-01-06T20:35:31.292546] [DEBUG] [MAG ] AZO: Last date is validated at 2026-01-06 [2026-01-06T20:35:31.377283] [DEBUG] [MAG ] OGI: Last date is validated at 2026-01-06 [2026-01-06T20:35:31.398651] [DEBUG] [MAG ] FOLD: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:31.403966] [DEBUG] [MAG ] ADP: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:31.460459] [DEBUG] [MAG ] AZO: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:31.467339] [INFO ] [LOCAL ] FOLD: Saved forecast. [2026-01-06T20:35:31.467408] [INFO ] [main ] FOLD: Signal=1 (Conf=90.0%), Magnitude=-0.78% (Conf=58.7518%) [2026-01-06T20:35:31.467800] [INFO ] [main ] Progress: 69/407 forecasts completed (17.0%). FOLD finished in 0.7s. ETA: 58.7s. Rate: 345.26 forecasts/min [2026-01-06T20:35:31.467773] [INFO ] [main ] Fetching symbol history for CARS... [2026-01-06T20:35:31.468143] [DEBUG] [REMOTE ] CARS: Fetching historical data. [2026-01-06T20:35:31.483180] [DEBUG] [REMOTE ] CARS: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:31.484192] [DEBUG] [LOCAL ] Loaded configuration for CARS: 2 features, N/A% accuracy [2026-01-06T20:35:31.484251] [INFO ] [LOCAL ] CARS: Loaded 2 optimal features with 47.87% confidence from JSON config [2026-01-06T20:35:31.484285] [DEBUG] [MAG ] Building data for symbol: CARS with lookback: 0 [2026-01-06T20:35:31.485079] [DEBUG] [FEATURES ] DataBuilder: Executing 2 feature methods. [2026-01-06T20:35:31.485138] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:31.486824] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:35:31.487322] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:31.539743] [INFO ] [LOCAL ] ADP: Saved forecast. [2026-01-06T20:35:31.539814] [INFO ] [main ] ADP: Signal=1 (Conf=90.0%), Magnitude=1.46% (Conf=56.7338%) [2026-01-06T20:35:31.539970] [INFO ] [main ] Fetching symbol history for TDSC... [2026-01-06T20:35:31.540017] [DEBUG] [REMOTE ] TDSC: Fetching historical data. [2026-01-06T20:35:31.540881] [INFO ] [main ] Progress: 70/407 forecasts completed (17.2%). ADP finished in 0.8s. ETA: 58.1s. Rate: 348.15 forecasts/min [2026-01-06T20:35:31.542776] [DEBUG] [MAG ] OGI: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:31.554225] [DEBUG] [REMOTE ] TDSC: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:31.555100] [DEBUG] [LOCAL ] Loaded configuration for TDSC: 4 features, N/A% accuracy [2026-01-06T20:35:31.555478] [INFO ] [LOCAL ] TDSC: Loaded 4 optimal features with 46.18% confidence from JSON config [2026-01-06T20:35:31.555513] [DEBUG] [MAG ] Building data for symbol: TDSC with lookback: 0 [2026-01-06T20:35:31.556434] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-06T20:35:31.556494] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:31.558187] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:35:31.558699] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:35:31.559106] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_morning_composite [2026-01-06T20:35:31.560047] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:31.673146] [INFO ] [LOCAL ] AZO: Saved forecast. [2026-01-06T20:35:31.673240] [INFO ] [main ] AZO: Signal=1 (Conf=90.0%), Magnitude=1.64% (Conf=52.3278%) [2026-01-06T20:35:31.673431] [INFO ] [main ] Fetching symbol history for PHK... [2026-01-06T20:35:31.673490] [DEBUG] [REMOTE ] PHK: Fetching historical data. [2026-01-06T20:35:31.673845] [INFO ] [main ] Progress: 71/407 forecasts completed (17.4%). AZO finished in 0.9s. ETA: 57.7s. Rate: 349.27 forecasts/min [2026-01-06T20:35:31.680478] [INFO ] [LOCAL ] OGI: Saved forecast. [2026-01-06T20:35:31.680557] [INFO ] [main ] OGI: Signal=1 (Conf=90.0%), Magnitude=-2.84% (Conf=41.8721%) [2026-01-06T20:35:31.680935] [INFO ] [main ] Fetching symbol history for BHC... [2026-01-06T20:35:31.680986] [DEBUG] [REMOTE ] BHC: Fetching historical data. [2026-01-06T20:35:31.681611] [INFO ] [main ] Progress: 72/407 forecasts completed (17.7%). OGI finished in 0.8s. ETA: 56.8s. Rate: 353.96 forecasts/min [2026-01-06T20:35:31.688901] [DEBUG] [REMOTE ] PHK: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:31.689819] [DEBUG] [LOCAL ] Loaded configuration for PHK: 3 features, N/A% accuracy [2026-01-06T20:35:31.689882] [INFO ] [LOCAL ] PHK: Loaded 3 optimal features with 26.52% confidence from JSON config [2026-01-06T20:35:31.689917] [DEBUG] [MAG ] Building data for symbol: PHK with lookback: 0 [2026-01-06T20:35:31.690781] [DEBUG] [FEATURES ] DataBuilder: Executing 3 feature methods. [2026-01-06T20:35:31.690844] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:35:31.691770] [DEBUG] [REMOTE ] BHC: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:31.692590] [DEBUG] [LOCAL ] Loaded configuration for BHC: 7 features, N/A% accuracy [2026-01-06T20:35:31.692650] [INFO ] [LOCAL ] BHC: Loaded 7 optimal features with 49.01% confidence from JSON config [2026-01-06T20:35:31.692682] [DEBUG] [MAG ] Building data for symbol: BHC with lookback: 0 [2026-01-06T20:35:31.693455] [DEBUG] [FEATURES ] DataBuilder: Executing 7 feature methods. [2026-01-06T20:35:31.693519] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-06T20:35:31.694247] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_11_elasticity [2026-01-06T20:35:31.695396] [DEBUG] [FEATURES ] DataBuilder: Executing add_range_overlap_v_prior_day [2026-01-06T20:35:31.695914] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-06T20:35:31.696806] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-06T20:35:31.697880] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:31.699257] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:31.699759] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:35:31.700264] [DEBUG] [FEATURES ] DataBuilder: Executing add_vol_of_vol [2026-01-06T20:35:31.701525] [DEBUG] [FEATURES ] DataBuilder: Executing add_volatility_state_percentiles [2026-01-06T20:35:31.703610] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:31.823600] [DEBUG] [MAG ] CARS: Last date is validated at 2026-01-06 [2026-01-06T20:35:31.906430] [DEBUG] [MAG ] TDSC: Last date is validated at 2026-01-06 [2026-01-06T20:35:31.993112] [DEBUG] [MAG ] CARS: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:32.047103] [DEBUG] [MAG ] PHK: Last date is validated at 2026-01-06 [2026-01-06T20:35:32.055813] [DEBUG] [MAG ] BHC: Last date is validated at 2026-01-06 [2026-01-06T20:35:32.063269] [INFO ] [LOCAL ] CARS: Saved forecast. [2026-01-06T20:35:32.063344] [INFO ] [main ] CARS: Signal=1 (Conf=90.0%), Magnitude=-0.59% (Conf=47.8687%) [2026-01-06T20:35:32.063511] [INFO ] [main ] Fetching symbol history for WHD... [2026-01-06T20:35:32.063555] [DEBUG] [REMOTE ] WHD: Fetching historical data. [2026-01-06T20:35:32.065181] [INFO ] [main ] Progress: 73/407 forecasts completed (17.9%). CARS finished in 0.6s. ETA: 57.6s. Rate: 347.95 forecasts/min [2026-01-06T20:35:32.078266] [DEBUG] [REMOTE ] WHD: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:32.079335] [DEBUG] [LOCAL ] Loaded configuration for WHD: 9 features, N/A% accuracy [2026-01-06T20:35:32.079394] [INFO ] [LOCAL ] WHD: Loaded 9 optimal features with 56.35% confidence from JSON config [2026-01-06T20:35:32.079427] [DEBUG] [MAG ] Building data for symbol: WHD with lookback: 0 [2026-01-06T20:35:32.080287] [DEBUG] [FEATURES ] DataBuilder: Executing 9 feature methods. [2026-01-06T20:35:32.080353] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:35:32.083314] [DEBUG] [MAG ] TDSC: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:32.085254] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-06T20:35:32.087800] [DEBUG] [FEATURES ] DataBuilder: Executing add_prior_day_tail_pressure [2026-01-06T20:35:32.091415] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:32.093477] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:35:32.093961] [DEBUG] [FEATURES ] DataBuilder: Executing add_regime_flags [2026-01-06T20:35:32.094973] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_pressure_into_close [2026-01-06T20:35:32.096569] [DEBUG] [FEATURES ] DataBuilder: Executing add_preclose_acceleration_mag [2026-01-06T20:35:32.097602] [DEBUG] [FEATURES ] DataBuilder: Executing add_return_volume_nonlinearity_proxies [2026-01-06T20:35:32.098257] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:32.145371] [INFO ] [LOCAL ] TDSC: Saved forecast. [2026-01-06T20:35:32.145462] [INFO ] [main ] TDSC: Signal=1 (Conf=90.0%), Magnitude=0.31% (Conf=46.1844%) [2026-01-06T20:35:32.145873] [INFO ] [main ] Fetching symbol history for LQDA... [2026-01-06T20:35:32.145943] [DEBUG] [REMOTE ] LQDA: Fetching historical data. [2026-01-06T20:35:32.146653] [INFO ] [main ] Progress: 74/407 forecasts completed (18.2%). TDSC finished in 0.6s. ETA: 57.0s. Rate: 350.44 forecasts/min [2026-01-06T20:35:32.160471] [DEBUG] [REMOTE ] LQDA: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:32.161562] [DEBUG] [LOCAL ] Loaded configuration for LQDA: 4 features, N/A% accuracy [2026-01-06T20:35:32.161636] [INFO ] [LOCAL ] LQDA: Loaded 4 optimal features with 56.29% confidence from JSON config [2026-01-06T20:35:32.161669] [DEBUG] [MAG ] Building data for symbol: LQDA with lookback: 0 [2026-01-06T20:35:32.162682] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-06T20:35:32.162742] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-06T20:35:32.165348] [DEBUG] [FEATURES ] DataBuilder: Executing add_gaps [2026-01-06T20:35:32.166218] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_day_volatility [2026-01-06T20:35:32.168222] [DEBUG] [FEATURES ] DataBuilder: Executing add_range_overlap_v_prior_day [2026-01-06T20:35:32.170731] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:32.220660] [DEBUG] [MAG ] PHK: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:32.224775] [DEBUG] [MAG ] BHC: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:32.276196] [INFO ] [LOCAL ] PHK: Saved forecast. [2026-01-06T20:35:32.276263] [INFO ] [main ] PHK: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=26.5154%) [2026-01-06T20:35:32.276676] [INFO ] [main ] Fetching symbol history for FUND... [2026-01-06T20:35:32.276728] [DEBUG] [REMOTE ] FUND: Fetching historical data. [2026-01-06T20:35:32.277542] [INFO ] [main ] Progress: 75/407 forecasts completed (18.4%). PHK finished in 0.6s. ETA: 56.7s. Rate: 351.55 forecasts/min [2026-01-06T20:35:32.289646] [DEBUG] [REMOTE ] FUND: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:32.290853] [DEBUG] [LOCAL ] Loaded configuration for FUND: 0 features, N/A% accuracy [2026-01-06T20:35:32.290919] [INFO ] [LOCAL ] FUND: Loaded 0 optimal features with 39.62% confidence from JSON config [2026-01-06T20:35:32.290952] [DEBUG] [MAG ] Building data for symbol: FUND with lookback: 0 [2026-01-06T20:35:32.291730] [DEBUG] [FEATURES ] DataBuilder: Empty feature list provided, returning after step 3 (no features). [2026-01-06T20:35:32.293526] [INFO ] [LOCAL ] BHC: Saved forecast. [2026-01-06T20:35:32.293625] [INFO ] [main ] BHC: Signal=1 (Conf=90.0%), Magnitude=1.99% (Conf=49.0143%) [2026-01-06T20:35:32.293802] [INFO ] [main ] Fetching symbol history for TGLS... [2026-01-06T20:35:32.293847] [DEBUG] [REMOTE ] TGLS: Fetching historical data. [2026-01-06T20:35:32.294200] [INFO ] [main ] Progress: 76/407 forecasts completed (18.7%). BHC finished in 0.6s. ETA: 55.8s. Rate: 355.77 forecasts/min [2026-01-06T20:35:32.305446] [DEBUG] [REMOTE ] TGLS: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:32.306454] [DEBUG] [LOCAL ] Loaded configuration for TGLS: 8 features, N/A% accuracy [2026-01-06T20:35:32.306506] [INFO ] [LOCAL ] TGLS: Loaded 8 optimal features with 53.00% confidence from JSON config [2026-01-06T20:35:32.306538] [DEBUG] [MAG ] Building data for symbol: TGLS with lookback: 0 [2026-01-06T20:35:32.307380] [DEBUG] [FEATURES ] DataBuilder: Executing 8 feature methods. [2026-01-06T20:35:32.307444] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:32.309184] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:35:32.309755] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:35:32.310200] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:35:32.310609] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-06T20:35:32.311384] [DEBUG] [FEATURES ] DataBuilder: Executing add_directional_consistency [2026-01-06T20:35:32.422590] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_volatility_percentile [2026-01-06T20:35:32.440341] [DEBUG] [MAG ] WHD: Last date is validated at 2026-01-06 [2026-01-06T20:35:32.498468] [DEBUG] [FEATURES ] DataBuilder: Executing add_prior_day_tail_pressure [2026-01-06T20:35:32.501707] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:32.523727] [DEBUG] [MAG ] LQDA: Last date is validated at 2026-01-06 [2026-01-06T20:35:32.607740] [DEBUG] [MAG ] WHD: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:32.638075] [DEBUG] [MAG ] FUND: Last date is validated at 2026-01-06 [2026-01-06T20:35:32.693889] [DEBUG] [MAG ] LQDA: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:32.710711] [INFO ] [LOCAL ] WHD: Saved forecast. [2026-01-06T20:35:32.710780] [INFO ] [main ] WHD: Signal=1 (Conf=90.0%), Magnitude=3.85% (Conf=56.3482%) [2026-01-06T20:35:32.710933] [INFO ] [main ] Fetching symbol history for BSX... [2026-01-06T20:35:32.710977] [DEBUG] [REMOTE ] BSX: Fetching historical data. [2026-01-06T20:35:32.711941] [INFO ] [main ] Progress: 77/407 forecasts completed (18.9%). WHD finished in 0.6s. ETA: 56.7s. Rate: 349.08 forecasts/min [2026-01-06T20:35:32.725218] [DEBUG] [REMOTE ] BSX: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:32.726421] [DEBUG] [LOCAL ] Loaded configuration for BSX: 8 features, N/A% accuracy [2026-01-06T20:35:32.726477] [INFO ] [LOCAL ] BSX: Loaded 8 optimal features with 48.01% confidence from JSON config [2026-01-06T20:35:32.726508] [DEBUG] [MAG ] Building data for symbol: BSX with lookback: 0 [2026-01-06T20:35:32.727304] [DEBUG] [FEATURES ] DataBuilder: Executing 8 feature methods. [2026-01-06T20:35:32.727365] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:35:32.733002] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:32.735142] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:35:32.735634] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:35:32.736027] [DEBUG] [FEATURES ] DataBuilder: Executing add_gaps [2026-01-06T20:35:32.736790] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_day_volatility [2026-01-06T20:35:32.738555] [DEBUG] [FEATURES ] DataBuilder: Executing add_micro_gap_fill_velocity [2026-01-06T20:35:32.740544] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_vs_close_liquidity_ratio [2026-01-06T20:35:32.742087] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:32.776640] [INFO ] [LOCAL ] LQDA: Saved forecast. [2026-01-06T20:35:32.776713] [INFO ] [main ] LQDA: Signal=1 (Conf=90.0%), Magnitude=-8.83% (Conf=56.2886%) [2026-01-06T20:35:32.777253] [INFO ] [main ] Fetching symbol history for DOUG... [2026-01-06T20:35:32.777313] [DEBUG] [REMOTE ] DOUG: Fetching historical data. [2026-01-06T20:35:32.777686] [INFO ] [main ] Progress: 78/407 forecasts completed (19.2%). LQDA finished in 0.6s. ETA: 56.1s. Rate: 351.86 forecasts/min [2026-01-06T20:35:32.792287] [DEBUG] [REMOTE ] DOUG: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:32.793416] [DEBUG] [LOCAL ] Loaded configuration for DOUG: 6 features, N/A% accuracy [2026-01-06T20:35:32.793471] [INFO ] [LOCAL ] DOUG: Loaded 6 optimal features with 42.06% confidence from JSON config [2026-01-06T20:35:32.793502] [DEBUG] [MAG ] Building data for symbol: DOUG with lookback: 0 [2026-01-06T20:35:32.794304] [DEBUG] [FEATURES ] DataBuilder: Executing 6 feature methods. [2026-01-06T20:35:32.794366] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:35:32.799786] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:32.801831] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:35:32.802503] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:35:32.802925] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_vs_prev_range_position [2026-01-06T20:35:32.805869] [DEBUG] [FEATURES ] DataBuilder: Executing add_vol_of_vol [2026-01-06T20:35:32.806991] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:32.814603] [DEBUG] [MAG ] FUND: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:32.841385] [DEBUG] [MAG ] TGLS: Last date is validated at 2026-01-06 [2026-01-06T20:35:32.867009] [INFO ] [LOCAL ] FUND: Saved forecast. [2026-01-06T20:35:32.867078] [INFO ] [main ] FUND: Signal=1 (Conf=90.0%), Magnitude=0.14% (Conf=39.6219%) [2026-01-06T20:35:32.867390] [INFO ] [main ] Fetching symbol history for TMCI... [2026-01-06T20:35:32.867440] [DEBUG] [REMOTE ] TMCI: Fetching historical data. [2026-01-06T20:35:32.868527] [INFO ] [main ] Progress: 79/407 forecasts completed (19.4%). FUND finished in 0.6s. ETA: 55.6s. Rate: 353.96 forecasts/min [2026-01-06T20:35:32.881654] [DEBUG] [REMOTE ] TMCI: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:32.882529] [DEBUG] [LOCAL ] Loaded configuration for TMCI: 4 features, N/A% accuracy [2026-01-06T20:35:32.882609] [INFO ] [LOCAL ] TMCI: Loaded 4 optimal features with 49.26% confidence from JSON config [2026-01-06T20:35:32.882654] [DEBUG] [MAG ] Building data for symbol: TMCI with lookback: 0 [2026-01-06T20:35:32.883465] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-06T20:35:32.883531] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:35:32.888448] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:32.890291] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:35:32.890812] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:35:32.891222] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:33.008832] [DEBUG] [MAG ] TGLS: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:33.082431] [DEBUG] [MAG ] BSX: Last date is validated at 2026-01-06 [2026-01-06T20:35:33.113032] [INFO ] [LOCAL ] TGLS: Saved forecast. [2026-01-06T20:35:33.113099] [INFO ] [main ] TGLS: Signal=1 (Conf=90.0%), Magnitude=-2.59% (Conf=53.0028%) [2026-01-06T20:35:33.113450] [INFO ] [main ] Fetching symbol history for DVAX... [2026-01-06T20:35:33.113502] [DEBUG] [REMOTE ] DVAX: Fetching historical data. [2026-01-06T20:35:33.113655] [INFO ] [main ] Progress: 80/407 forecasts completed (19.7%). TGLS finished in 0.8s. ETA: 55.7s. Rate: 351.99 forecasts/min [2026-01-06T20:35:33.125335] [DEBUG] [REMOTE ] DVAX: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:33.126385] [DEBUG] [LOCAL ] Loaded configuration for DVAX: 5 features, N/A% accuracy [2026-01-06T20:35:33.126439] [INFO ] [LOCAL ] DVAX: Loaded 5 optimal features with 44.47% confidence from JSON config [2026-01-06T20:35:33.126470] [DEBUG] [MAG ] Building data for symbol: DVAX with lookback: 0 [2026-01-06T20:35:33.127310] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-06T20:35:33.127371] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:35:33.132141] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:33.133944] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:35:33.134428] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:35:33.134887] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:35:33.135281] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:33.170480] [DEBUG] [MAG ] DOUG: Last date is validated at 2026-01-06 [2026-01-06T20:35:33.244282] [DEBUG] [MAG ] TMCI: Last date is validated at 2026-01-06 [2026-01-06T20:35:33.253160] [DEBUG] [MAG ] BSX: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:33.340714] [DEBUG] [MAG ] DOUG: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:33.357994] [INFO ] [LOCAL ] BSX: Saved forecast. [2026-01-06T20:35:33.358064] [INFO ] [main ] BSX: Signal=1 (Conf=90.0%), Magnitude=0.73% (Conf=48.0086%) [2026-01-06T20:35:33.358233] [INFO ] [main ] Fetching symbol history for CECO... [2026-01-06T20:35:33.358276] [DEBUG] [REMOTE ] CECO: Fetching historical data. [2026-01-06T20:35:33.359127] [INFO ] [main ] Progress: 81/407 forecasts completed (19.9%). BSX finished in 0.6s. ETA: 55.9s. Rate: 350.09 forecasts/min [2026-01-06T20:35:33.371275] [DEBUG] [REMOTE ] CECO: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:33.372919] [DEBUG] [LOCAL ] Loaded configuration for CECO: 7 features, N/A% accuracy [2026-01-06T20:35:33.372975] [INFO ] [LOCAL ] CECO: Loaded 7 optimal features with 56.33% confidence from JSON config [2026-01-06T20:35:33.373006] [DEBUG] [MAG ] Building data for symbol: CECO with lookback: 0 [2026-01-06T20:35:33.374028] [DEBUG] [FEATURES ] DataBuilder: Executing 7 feature methods. [2026-01-06T20:35:33.374091] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:35:33.378896] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:33.380899] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:35:33.381376] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:35:33.382030] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-06T20:35:33.384500] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_morning_composite [2026-01-06T20:35:33.385438] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_session_pressure [2026-01-06T20:35:33.386431] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:33.402244] [INFO ] [LOCAL ] DOUG: Saved forecast. [2026-01-06T20:35:33.402312] [INFO ] [main ] DOUG: Signal=1 (Conf=90.0%), Magnitude=-0.55% (Conf=42.0612%) [2026-01-06T20:35:33.402473] [INFO ] [main ] Fetching symbol history for TTEC... [2026-01-06T20:35:33.402517] [DEBUG] [REMOTE ] TTEC: Fetching historical data. [2026-01-06T20:35:33.403696] [INFO ] [main ] Progress: 82/407 forecasts completed (20.1%). DOUG finished in 0.6s. ETA: 55.2s. Rate: 353.28 forecasts/min [2026-01-06T20:35:33.413452] [DEBUG] [MAG ] TMCI: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:33.415887] [DEBUG] [REMOTE ] TTEC: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:33.416815] [DEBUG] [LOCAL ] Loaded configuration for TTEC: 9 features, N/A% accuracy [2026-01-06T20:35:33.416868] [INFO ] [LOCAL ] TTEC: Loaded 9 optimal features with 54.91% confidence from JSON config [2026-01-06T20:35:33.416899] [DEBUG] [MAG ] Building data for symbol: TTEC with lookback: 0 [2026-01-06T20:35:33.417690] [DEBUG] [FEATURES ] DataBuilder: Executing 9 feature methods. [2026-01-06T20:35:33.417767] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:33.419449] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:35:33.420113] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:35:33.420496] [DEBUG] [FEATURES ] DataBuilder: Executing add_fullday_parkinson_range [2026-01-06T20:35:33.422194] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_morning_composite [2026-01-06T20:35:33.423140] [DEBUG] [FEATURES ] DataBuilder: Executing add_last_hour_momentum_mag [2026-01-06T20:35:33.423776] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_day_volatility [2026-01-06T20:35:33.425524] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_vs_prev_range_position [2026-01-06T20:35:33.428301] [DEBUG] [FEATURES ] DataBuilder: Executing add_preclose_acceleration_mag [2026-01-06T20:35:33.429368] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:33.479910] [DEBUG] [MAG ] DVAX: Last date is validated at 2026-01-06 [2026-01-06T20:35:33.482419] [INFO ] [LOCAL ] TMCI: Saved forecast. [2026-01-06T20:35:33.482489] [INFO ] [main ] TMCI: Signal=1 (Conf=90.0%), Magnitude=-4.51% (Conf=49.2561%) [2026-01-06T20:35:33.482854] [INFO ] [main ] Fetching symbol history for NATL... [2026-01-06T20:35:33.482907] [DEBUG] [REMOTE ] NATL: Fetching historical data. [2026-01-06T20:35:33.483661] [INFO ] [main ] Progress: 83/407 forecasts completed (20.4%). TMCI finished in 0.6s. ETA: 54.7s. Rate: 355.55 forecasts/min [2026-01-06T20:35:33.495909] [DEBUG] [REMOTE ] NATL: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:33.496764] [DEBUG] [LOCAL ] Loaded configuration for NATL: 5 features, N/A% accuracy [2026-01-06T20:35:33.496818] [INFO ] [LOCAL ] NATL: Loaded 5 optimal features with 57.28% confidence from JSON config [2026-01-06T20:35:33.496852] [DEBUG] [MAG ] Building data for symbol: NATL with lookback: 0 [2026-01-06T20:35:33.497679] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-06T20:35:33.497741] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-06T20:35:33.498469] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-06T20:35:33.501539] [DEBUG] [FEATURES ] DataBuilder: Executing add_last_hour_momentum_mag [2026-01-06T20:35:33.502268] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_vs_prev_range_position [2026-01-06T20:35:33.505191] [DEBUG] [FEATURES ] DataBuilder: Executing add_prior_mag_lag [2026-01-06T20:35:33.506805] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:33.649849] [DEBUG] [MAG ] DVAX: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:33.725704] [INFO ] [LOCAL ] DVAX: Saved forecast. [2026-01-06T20:35:33.725778] [INFO ] [main ] DVAX: Signal=1 (Conf=90.0%), Magnitude=3.06% (Conf=44.465%) [2026-01-06T20:35:33.725959] [INFO ] [main ] Fetching symbol history for HPE... [2026-01-06T20:35:33.726005] [DEBUG] [REMOTE ] HPE: Fetching historical data. [2026-01-06T20:35:33.727550] [DEBUG] [MAG ] CECO: Last date is validated at 2026-01-06 [2026-01-06T20:35:33.727662] [INFO ] [main ] Progress: 84/407 forecasts completed (20.6%). DVAX finished in 0.6s. ETA: 54.8s. Rate: 353.67 forecasts/min [2026-01-06T20:35:33.737317] [DEBUG] [REMOTE ] HPE: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:33.738173] [DEBUG] [LOCAL ] Loaded configuration for HPE: 2 features, N/A% accuracy [2026-01-06T20:35:33.738222] [INFO ] [LOCAL ] HPE: Loaded 2 optimal features with 58.69% confidence from JSON config [2026-01-06T20:35:33.738255] [DEBUG] [MAG ] Building data for symbol: HPE with lookback: 0 [2026-01-06T20:35:33.739072] [DEBUG] [FEATURES ] DataBuilder: Executing 2 feature methods. [2026-01-06T20:35:33.739131] [DEBUG] [FEATURES ] DataBuilder: Executing add_directional_consistency [2026-01-06T20:35:33.784683] [DEBUG] [MAG ] TTEC: Last date is validated at 2026-01-06 [2026-01-06T20:35:33.848829] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_morning_composite [2026-01-06T20:35:33.849994] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:33.852168] [DEBUG] [MAG ] NATL: Last date is validated at 2026-01-06 [2026-01-06T20:35:33.894170] [DEBUG] [MAG ] CECO: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:33.960816] [DEBUG] [MAG ] TTEC: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:33.982860] [INFO ] [LOCAL ] CECO: Saved forecast. [2026-01-06T20:35:33.982932] [INFO ] [main ] CECO: Signal=1 (Conf=90.0%), Magnitude=3.61% (Conf=56.334%) [2026-01-06T20:35:33.983084] [INFO ] [main ] Fetching symbol history for MSGS... [2026-01-06T20:35:33.983127] [DEBUG] [REMOTE ] MSGS: Fetching historical data. [2026-01-06T20:35:33.983941] [INFO ] [main ] Progress: 85/407 forecasts completed (20.9%). CECO finished in 0.6s. ETA: 55.0s. Rate: 351.56 forecasts/min [2026-01-06T20:35:33.996391] [DEBUG] [REMOTE ] MSGS: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:33.997514] [DEBUG] [LOCAL ] Loaded configuration for MSGS: 7 features, N/A% accuracy [2026-01-06T20:35:33.997589] [INFO ] [LOCAL ] MSGS: Loaded 7 optimal features with 39.29% confidence from JSON config [2026-01-06T20:35:34.001409] [DEBUG] [MAG ] Building data for symbol: MSGS with lookback: 0 [2026-01-06T20:35:34.002243] [DEBUG] [FEATURES ] DataBuilder: Executing 7 feature methods. [2026-01-06T20:35:34.002306] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:35:34.007480] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:34.009343] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:35:34.009851] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:35:34.010306] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-06T20:35:34.012765] [DEBUG] [FEATURES ] DataBuilder: Executing add_fullday_parkinson_range [2026-01-06T20:35:34.014448] [DEBUG] [FEATURES ] DataBuilder: Executing add_preclose_acceleration_mag [2026-01-06T20:35:34.015505] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:34.021866] [DEBUG] [MAG ] NATL: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:34.028492] [INFO ] [LOCAL ] TTEC: Saved forecast. [2026-01-06T20:35:34.028605] [INFO ] [main ] TTEC: Signal=1 (Conf=90.0%), Magnitude=-3.63% (Conf=54.9101%) [2026-01-06T20:35:34.028829] [INFO ] [main ] Fetching symbol history for BJ... [2026-01-06T20:35:34.028885] [DEBUG] [REMOTE ] BJ: Fetching historical data. [2026-01-06T20:35:34.029971] [INFO ] [main ] Progress: 86/407 forecasts completed (21.1%). TTEC finished in 0.6s. ETA: 54.3s. Rate: 354.57 forecasts/min [2026-01-06T20:35:34.042997] [DEBUG] [REMOTE ] BJ: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:34.044388] [DEBUG] [LOCAL ] Loaded configuration for BJ: 3 features, N/A% accuracy [2026-01-06T20:35:34.044441] [INFO ] [LOCAL ] BJ: Loaded 3 optimal features with 46.22% confidence from JSON config [2026-01-06T20:35:34.044472] [DEBUG] [MAG ] Building data for symbol: BJ with lookback: 0 [2026-01-06T20:35:34.045341] [DEBUG] [FEATURES ] DataBuilder: Executing 3 feature methods. [2026-01-06T20:35:34.045404] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:35:34.050909] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_skewness_proxies [2026-01-06T20:35:34.052186] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_session_pressure [2026-01-06T20:35:34.053250] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:34.110647] [INFO ] [LOCAL ] NATL: Saved forecast. [2026-01-06T20:35:34.110720] [INFO ] [main ] NATL: Signal=1 (Conf=90.0%), Magnitude=0.21% (Conf=57.2769%) [2026-01-06T20:35:34.111069] [INFO ] [main ] Fetching symbol history for BLBD... [2026-01-06T20:35:34.111122] [DEBUG] [REMOTE ] BLBD: Fetching historical data. [2026-01-06T20:35:34.111659] [INFO ] [main ] Progress: 87/407 forecasts completed (21.4%). NATL finished in 0.6s. ETA: 53.8s. Rate: 356.69 forecasts/min [2026-01-06T20:35:34.125402] [DEBUG] [REMOTE ] BLBD: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:34.126647] [DEBUG] [LOCAL ] Loaded configuration for BLBD: 3 features, N/A% accuracy [2026-01-06T20:35:34.126702] [INFO ] [LOCAL ] BLBD: Loaded 3 optimal features with 61.05% confidence from JSON config [2026-01-06T20:35:34.126735] [DEBUG] [MAG ] Building data for symbol: BLBD with lookback: 0 [2026-01-06T20:35:34.127516] [DEBUG] [FEATURES ] DataBuilder: Executing 3 feature methods. [2026-01-06T20:35:34.127613] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-06T20:35:34.128346] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_morning_composite [2026-01-06T20:35:34.129315] [DEBUG] [FEATURES ] DataBuilder: Executing add_overnight_gap_mag [2026-01-06T20:35:34.130079] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:34.191462] [DEBUG] [MAG ] HPE: Last date is validated at 2026-01-06 [2026-01-06T20:35:34.359860] [DEBUG] [MAG ] HPE: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:34.362379] [DEBUG] [MAG ] MSGS: Last date is validated at 2026-01-06 [2026-01-06T20:35:34.407718] [DEBUG] [MAG ] BJ: Last date is validated at 2026-01-06 [2026-01-06T20:35:34.435102] [INFO ] [LOCAL ] HPE: Saved forecast. [2026-01-06T20:35:34.435179] [INFO ] [main ] HPE: Signal=1 (Conf=90.0%), Magnitude=0.08% (Conf=58.6856%) [2026-01-06T20:35:34.435558] [INFO ] [main ] Fetching symbol history for VOC... [2026-01-06T20:35:34.435625] [DEBUG] [REMOTE ] VOC: Fetching historical data. [2026-01-06T20:35:34.435652] [INFO ] [main ] Progress: 88/407 forecasts completed (21.6%). HPE finished in 0.7s. ETA: 54.2s. Rate: 352.97 forecasts/min [2026-01-06T20:35:34.446799] [DEBUG] [REMOTE ] VOC: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:34.448225] [DEBUG] [LOCAL ] Loaded configuration for VOC: 1 features, N/A% accuracy [2026-01-06T20:35:34.448277] [INFO ] [LOCAL ] VOC: Loaded 1 optimal features with 43.92% confidence from JSON config [2026-01-06T20:35:34.448318] [DEBUG] [MAG ] Building data for symbol: VOC with lookback: 0 [2026-01-06T20:35:34.449132] [DEBUG] [FEATURES ] DataBuilder: Executing 1 feature methods. [2026-01-06T20:35:34.449189] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:35:34.456866] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:34.492668] [DEBUG] [MAG ] BLBD: Last date is validated at 2026-01-06 [2026-01-06T20:35:34.540752] [DEBUG] [MAG ] MSGS: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:34.580924] [DEBUG] [MAG ] BJ: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:34.664480] [DEBUG] [MAG ] BLBD: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:34.666280] [INFO ] [LOCAL ] MSGS: Saved forecast. [2026-01-06T20:35:34.666348] [INFO ] [main ] MSGS: Signal=1 (Conf=90.0%), Magnitude=0.56% (Conf=39.2888%) [2026-01-06T20:35:34.666503] [INFO ] [main ] Fetching symbol history for AXON... [2026-01-06T20:35:34.666546] [DEBUG] [REMOTE ] AXON: Fetching historical data. [2026-01-06T20:35:34.666911] [INFO ] [main ] Progress: 89/407 forecasts completed (21.9%). MSGS finished in 0.7s. ETA: 54.3s. Rate: 351.55 forecasts/min [2026-01-06T20:35:34.680468] [DEBUG] [REMOTE ] AXON: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:34.681512] [DEBUG] [LOCAL ] Loaded configuration for AXON: 9 features, N/A% accuracy [2026-01-06T20:35:34.681599] [INFO ] [LOCAL ] AXON: Loaded 9 optimal features with 63.61% confidence from JSON config [2026-01-06T20:35:34.681635] [DEBUG] [MAG ] Building data for symbol: AXON with lookback: 0 [2026-01-06T20:35:34.682440] [DEBUG] [FEATURES ] DataBuilder: Executing 9 feature methods. [2026-01-06T20:35:34.682503] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:35:34.684328] [INFO ] [LOCAL ] BJ: Saved forecast. [2026-01-06T20:35:34.684396] [INFO ] [main ] BJ: Signal=1 (Conf=90.0%), Magnitude=-2.82% (Conf=46.2187%) [2026-01-06T20:35:34.684558] [INFO ] [main ] Fetching symbol history for AGNCL... [2026-01-06T20:35:34.684643] [DEBUG] [REMOTE ] AGNCL: Fetching historical data. [2026-01-06T20:35:34.685724] [INFO ] [main ] Progress: 90/407 forecasts completed (22.1%). BJ finished in 0.7s. ETA: 53.6s. Rate: 355.06 forecasts/min [2026-01-06T20:35:34.688100] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:34.690118] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:35:34.690622] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:35:34.691078] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:35:34.691471] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-06T20:35:34.693894] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_fill_state [2026-01-06T20:35:34.698947] [DEBUG] [REMOTE ] AGNCL: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:34.699905] [DEBUG] [LOCAL ] Loaded configuration for AGNCL: 3 features, N/A% accuracy [2026-01-06T20:35:34.699962] [INFO ] [LOCAL ] AGNCL: Loaded 3 optimal features with 56.45% confidence from JSON config [2026-01-06T20:35:34.699995] [DEBUG] [MAG ] Building data for symbol: AGNCL with lookback: 0 [2026-01-06T20:35:34.700876] [DEBUG] [FEATURES ] DataBuilder: Executing 3 feature methods. [2026-01-06T20:35:34.700936] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_resolution_state [2026-01-06T20:35:34.735149] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_hour_microstructure [2026-01-06T20:35:34.737918] [DEBUG] [FEATURES ] DataBuilder: Executing add_morning_followthrough_mag_T0 [2026-01-06T20:35:34.738656] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:34.750225] [DEBUG] [FEATURES ] DataBuilder: Executing add_prev_close_to_1100 [2026-01-06T20:35:34.751265] [DEBUG] [FEATURES ] DataBuilder: Executing add_range_volume_efficiency_refinements [2026-01-06T20:35:34.755741] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:34.764859] [INFO ] [LOCAL ] BLBD: Saved forecast. [2026-01-06T20:35:34.764937] [INFO ] [main ] BLBD: Signal=1 (Conf=90.0%), Magnitude=-4.17% (Conf=61.0506%) [2026-01-06T20:35:34.765304] [INFO ] [main ] Fetching symbol history for ESTA... [2026-01-06T20:35:34.765356] [DEBUG] [REMOTE ] ESTA: Fetching historical data. [2026-01-06T20:35:34.765667] [INFO ] [main ] Progress: 91/407 forecasts completed (22.4%). BLBD finished in 0.7s. ETA: 53.1s. Rate: 357.13 forecasts/min [2026-01-06T20:35:34.779779] [DEBUG] [REMOTE ] ESTA: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:34.780873] [DEBUG] [LOCAL ] Loaded configuration for ESTA: 5 features, N/A% accuracy [2026-01-06T20:35:34.780931] [INFO ] [LOCAL ] ESTA: Loaded 5 optimal features with 49.92% confidence from JSON config [2026-01-06T20:35:34.780964] [DEBUG] [MAG ] Building data for symbol: ESTA with lookback: 0 [2026-01-06T20:35:34.781951] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-06T20:35:34.782015] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:34.784149] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:35:34.784713] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:35:34.785325] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-06T20:35:34.786497] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_resolution_state [2026-01-06T20:35:34.797287] [DEBUG] [MAG ] VOC: Last date is validated at 2026-01-06 [2026-01-06T20:35:34.837176] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:34.968858] [DEBUG] [MAG ] VOC: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:35.027032] [INFO ] [LOCAL ] VOC: Saved forecast. [2026-01-06T20:35:35.027105] [INFO ] [main ] VOC: Signal=1 (Conf=90.0%), Magnitude=4.47% (Conf=43.918%) [2026-01-06T20:35:35.027473] [INFO ] [main ] Fetching symbol history for NUVL... [2026-01-06T20:35:35.027524] [DEBUG] [REMOTE ] NUVL: Fetching historical data. [2026-01-06T20:35:35.027655] [INFO ] [main ] Progress: 92/407 forecasts completed (22.6%). VOC finished in 0.6s. ETA: 53.2s. Rate: 354.97 forecasts/min [2026-01-06T20:35:35.039466] [DEBUG] [REMOTE ] NUVL: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:35.040490] [DEBUG] [LOCAL ] Loaded configuration for NUVL: 7 features, N/A% accuracy [2026-01-06T20:35:35.040543] [INFO ] [LOCAL ] NUVL: Loaded 7 optimal features with 56.87% confidence from JSON config [2026-01-06T20:35:35.040608] [DEBUG] [MAG ] Building data for symbol: NUVL with lookback: 0 [2026-01-06T20:35:35.041600] [DEBUG] [FEATURES ] DataBuilder: Executing 7 feature methods. [2026-01-06T20:35:35.041662] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:35.043358] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:35:35.043903] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:35:35.044344] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:35:35.044757] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-06T20:35:35.045659] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_fill_state [2026-01-06T20:35:35.083645] [DEBUG] [MAG ] AXON: Last date is validated at 2026-01-06 [2026-01-06T20:35:35.085474] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_resolution_state [2026-01-06T20:35:35.129966] [DEBUG] [MAG ] AGNCL: Last date is validated at 2026-01-06 [2026-01-06T20:35:35.145900] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:35.195909] [DEBUG] [MAG ] ESTA: Last date is validated at 2026-01-06 [2026-01-06T20:35:35.250876] [DEBUG] [MAG ] AXON: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:35.317040] [DEBUG] [MAG ] AGNCL: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:35.369330] [DEBUG] [MAG ] ESTA: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:35.371885] [INFO ] [LOCAL ] AGNCL: Saved forecast. [2026-01-06T20:35:35.371952] [INFO ] [main ] AGNCL: Signal=1 (Conf=90.0%), Magnitude=-0.40% (Conf=56.4549%) [2026-01-06T20:35:35.372302] [INFO ] [main ] Progress: 93/407 forecasts completed (22.9%). AGNCL finished in 0.7s. ETA: 53.7s. Rate: 351.05 forecasts/min [2026-01-06T20:35:35.372424] [INFO ] [main ] Fetching symbol history for ATRO... [2026-01-06T20:35:35.372467] [DEBUG] [REMOTE ] ATRO: Fetching historical data. [2026-01-06T20:35:35.386388] [DEBUG] [REMOTE ] ATRO: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:35.387338] [DEBUG] [LOCAL ] Loaded configuration for ATRO: 2 features, N/A% accuracy [2026-01-06T20:35:35.387391] [INFO ] [LOCAL ] ATRO: Loaded 2 optimal features with 61.51% confidence from JSON config [2026-01-06T20:35:35.387425] [DEBUG] [MAG ] Building data for symbol: ATRO with lookback: 0 [2026-01-06T20:35:35.388227] [DEBUG] [FEATURES ] DataBuilder: Executing 2 feature methods. [2026-01-06T20:35:35.388288] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:35:35.394707] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_morning_composite [2026-01-06T20:35:35.395801] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:35.445283] [INFO ] [LOCAL ] AXON: Saved forecast. [2026-01-06T20:35:35.445352] [INFO ] [main ] AXON: Signal=1 (Conf=90.0%), Magnitude=4.75% (Conf=63.6148%) [2026-01-06T20:35:35.445717] [INFO ] [main ] Fetching symbol history for GTES... [2026-01-06T20:35:35.445770] [DEBUG] [REMOTE ] GTES: Fetching historical data. [2026-01-06T20:35:35.446662] [INFO ] [main ] Progress: 94/407 forecasts completed (23.1%). AXON finished in 0.8s. ETA: 53.2s. Rate: 353.17 forecasts/min [2026-01-06T20:35:35.459274] [DEBUG] [REMOTE ] GTES: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:35.460451] [DEBUG] [LOCAL ] Loaded configuration for GTES: 2 features, N/A% accuracy [2026-01-06T20:35:35.460504] [INFO ] [LOCAL ] GTES: Loaded 2 optimal features with 47.82% confidence from JSON config [2026-01-06T20:35:35.460537] [DEBUG] [MAG ] Building data for symbol: GTES with lookback: 0 [2026-01-06T20:35:35.461359] [DEBUG] [FEATURES ] DataBuilder: Executing 2 feature methods. [2026-01-06T20:35:35.461422] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:35:35.466391] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_volatility_percentile [2026-01-06T20:35:35.474076] [INFO ] [LOCAL ] ESTA: Saved forecast. [2026-01-06T20:35:35.474154] [INFO ] [main ] ESTA: Signal=1 (Conf=90.0%), Magnitude=4.81% (Conf=49.9198%) [2026-01-06T20:35:35.474317] [INFO ] [main ] Fetching symbol history for TBIL... [2026-01-06T20:35:35.474363] [DEBUG] [REMOTE ] TBIL: Fetching historical data. [2026-01-06T20:35:35.475648] [INFO ] [main ] Progress: 95/407 forecasts completed (23.3%). ESTA finished in 0.7s. ETA: 52.5s. Rate: 356.28 forecasts/min [2026-01-06T20:35:35.487871] [DEBUG] [REMOTE ] TBIL: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:35.488878] [DEBUG] [LOCAL ] Loaded configuration for TBIL: 50 features, N/A% accuracy [2026-01-06T20:35:35.488934] [INFO ] [LOCAL ] TBIL: Loaded 50 optimal features with 14.41% confidence from JSON config [2026-01-06T20:35:35.488967] [DEBUG] [MAG ] Building data for symbol: TBIL with lookback: 0 [2026-01-06T20:35:35.489964] [DEBUG] [FEATURES ] DataBuilder: Executing 50 feature methods. [2026-01-06T20:35:35.490062] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:35:35.495728] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:35.497922] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:35:35.498423] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:35:35.498916] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:35:35.499319] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-06T20:35:35.500096] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-06T20:35:35.500927] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-06T20:35:35.502826] [DEBUG] [MAG ] NUVL: Last date is validated at 2026-01-06 [2026-01-06T20:35:35.503406] [DEBUG] [FEATURES ] DataBuilder: Executing add_directional_consistency [2026-01-06T20:35:35.548468] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:35.621746] [DEBUG] [FEATURES ] DataBuilder: Executing add_fullday_parkinson_range [2026-01-06T20:35:35.623832] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_fill_state [2026-01-06T20:35:35.664277] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_morning_composite [2026-01-06T20:35:35.665444] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_resolution_state [2026-01-06T20:35:35.675846] [DEBUG] [MAG ] NUVL: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:35.706166] [DEBUG] [FEATURES ] DataBuilder: Executing add_gaps [2026-01-06T20:35:35.707212] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_skewness_proxies [2026-01-06T20:35:35.708480] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_volatility_percentile [2026-01-06T20:35:35.761281] [DEBUG] [MAG ] ATRO: Last date is validated at 2026-01-06 [2026-01-06T20:35:35.790546] [DEBUG] [FEATURES ] DataBuilder: Executing add_last_hour_momentum_mag [2026-01-06T20:35:35.791492] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_day_volatility [2026-01-06T20:35:35.792394] [INFO ] [LOCAL ] NUVL: Saved forecast. [2026-01-06T20:35:35.792461] [INFO ] [main ] NUVL: Signal=1 (Conf=90.0%), Magnitude=-1.76% (Conf=56.8748%) [2026-01-06T20:35:35.792641] [INFO ] [main ] Fetching symbol history for KPRX... [2026-01-06T20:35:35.792687] [DEBUG] [REMOTE ] KPRX: Fetching historical data. [2026-01-06T20:35:35.793810] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_hour_microstructure [2026-01-06T20:35:35.794652] [INFO ] [main ] Progress: 96/407 forecasts completed (23.6%). NUVL finished in 0.8s. ETA: 52.9s. Rate: 352.99 forecasts/min [2026-01-06T20:35:35.797373] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_session_pressure [2026-01-06T20:35:35.798531] [DEBUG] [FEATURES ] DataBuilder: Executing add_micro_gap_fill_velocity [2026-01-06T20:35:35.800629] [DEBUG] [FEATURES ] DataBuilder: Executing add_morning_followthrough_mag_T0 [2026-01-06T20:35:35.801372] [DEBUG] [FEATURES ] DataBuilder: Executing add_morning_range_expansion [2026-01-06T20:35:35.804148] [DEBUG] [REMOTE ] KPRX: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:35.805106] [DEBUG] [LOCAL ] Loaded configuration for KPRX: 3 features, N/A% accuracy [2026-01-06T20:35:35.805159] [INFO ] [LOCAL ] KPRX: Loaded 3 optimal features with 49.41% confidence from JSON config [2026-01-06T20:35:35.805189] [DEBUG] [MAG ] Building data for symbol: KPRX with lookback: 0 [2026-01-06T20:35:35.806026] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_11_elasticity [2026-01-06T20:35:35.806037] [DEBUG] [FEATURES ] DataBuilder: Executing 3 feature methods. [2026-01-06T20:35:35.806108] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-06T20:35:35.806867] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_fill_state [2026-01-06T20:35:35.807240] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_reversal_intensity [2026-01-06T20:35:35.808605] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_vs_close_liquidity_ratio [2026-01-06T20:35:35.810265] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_vs_prev_range_position [2026-01-06T20:35:35.813171] [DEBUG] [FEATURES ] DataBuilder: Executing add_overnight_gap_amplitude [2026-01-06T20:35:35.813866] [DEBUG] [FEATURES ] DataBuilder: Executing add_overnight_gap_mag [2026-01-06T20:35:35.814564] [DEBUG] [FEATURES ] DataBuilder: Executing add_pct_change [2026-01-06T20:35:35.816821] [DEBUG] [FEATURES ] DataBuilder: Executing add_preclose_acceleration_mag [2026-01-06T20:35:35.817978] [DEBUG] [FEATURES ] DataBuilder: Executing add_prev_1100_to_open [2026-01-06T20:35:35.818719] [DEBUG] [FEATURES ] DataBuilder: Executing add_prev_close_to_1100 [2026-01-06T20:35:35.819449] [DEBUG] [FEATURES ] DataBuilder: Executing add_prev_close_to_open [2026-01-06T20:35:35.820180] [DEBUG] [FEATURES ] DataBuilder: Executing add_prior_day_tail_pressure [2026-01-06T20:35:35.823042] [DEBUG] [FEATURES ] DataBuilder: Executing add_prior_mag_lag [2026-01-06T20:35:35.824694] [DEBUG] [FEATURES ] DataBuilder: Executing add_range_overlap_v_prior_day [2026-01-06T20:35:35.827633] [DEBUG] [FEATURES ] DataBuilder: Executing add_range_volume_efficiency [2026-01-06T20:35:35.830217] [DEBUG] [FEATURES ] DataBuilder: Executing add_range_volume_efficiency_refinements [2026-01-06T20:35:35.834092] [DEBUG] [FEATURES ] DataBuilder: Executing add_regime [2026-01-06T20:35:35.847254] [DEBUG] [FEATURES ] DataBuilder: Executing add_prev_1100_to_open [2026-01-06T20:35:35.848264] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:35.853009] [DEBUG] [FEATURES ] DataBuilder: Executing add_regime_flags [2026-01-06T20:35:35.854272] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_pressure_into_close [2026-01-06T20:35:35.855982] [DEBUG] [FEATURES ] DataBuilder: Executing add_return_volume_nonlinearity_proxies [2026-01-06T20:35:35.856735] [DEBUG] [FEATURES ] DataBuilder: Executing add_shelf_lag [2026-01-06T20:35:35.858883] [DEBUG] [FEATURES ] DataBuilder: Executing add_signed_carry_history_11 [2026-01-06T20:35:35.860674] [DEBUG] [FEATURES ] DataBuilder: Executing add_sma_ratio [2026-01-06T20:35:35.861655] [DEBUG] [FEATURES ] DataBuilder: Executing add_vol_of_vol [2026-01-06T20:35:35.862872] [DEBUG] [FEATURES ] DataBuilder: Executing add_volatility_state_percentiles [2026-01-06T20:35:35.865443] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_dispersion [2026-01-06T20:35:35.867041] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_zscore [2026-01-06T20:35:35.868866] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:35.893825] [DEBUG] [MAG ] GTES: Last date is validated at 2026-01-06 [2026-01-06T20:35:35.940314] [DEBUG] [MAG ] ATRO: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:36.030899] [INFO ] [LOCAL ] ATRO: Saved forecast. [2026-01-06T20:35:36.030981] [INFO ] [main ] ATRO: Signal=1 (Conf=90.0%), Magnitude=2.75% (Conf=61.5086%) [2026-01-06T20:35:36.031144] [INFO ] [main ] Fetching symbol history for LII... [2026-01-06T20:35:36.031189] [DEBUG] [REMOTE ] LII: Fetching historical data. [2026-01-06T20:35:36.031907] [INFO ] [main ] Progress: 97/407 forecasts completed (23.8%). ATRO finished in 0.7s. ETA: 52.9s. Rate: 351.56 forecasts/min [2026-01-06T20:35:36.046393] [DEBUG] [REMOTE ] LII: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:36.047612] [DEBUG] [LOCAL ] Loaded configuration for LII: 1 features, N/A% accuracy [2026-01-06T20:35:36.047670] [INFO ] [LOCAL ] LII: Loaded 1 optimal features with 52.72% confidence from JSON config [2026-01-06T20:35:36.047717] [DEBUG] [MAG ] Building data for symbol: LII with lookback: 0 [2026-01-06T20:35:36.048544] [DEBUG] [FEATURES ] DataBuilder: Executing 1 feature methods. [2026-01-06T20:35:36.048624] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_fill_state [2026-01-06T20:35:36.069045] [DEBUG] [MAG ] GTES: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:36.090162] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:36.146019] [INFO ] [LOCAL ] GTES: Saved forecast. [2026-01-06T20:35:36.146282] [INFO ] [main ] GTES: Signal=1 (Conf=90.0%), Magnitude=1.24% (Conf=47.8169%) [2026-01-06T20:35:36.146456] [INFO ] [main ] Fetching symbol history for AFYA... [2026-01-06T20:35:36.146503] [DEBUG] [REMOTE ] AFYA: Fetching historical data. [2026-01-06T20:35:36.147628] [INFO ] [main ] Progress: 98/407 forecasts completed (24.1%). GTES finished in 0.7s. ETA: 52.6s. Rate: 352.72 forecasts/min [2026-01-06T20:35:36.161371] [DEBUG] [REMOTE ] AFYA: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:36.162781] [DEBUG] [LOCAL ] Loaded configuration for AFYA: 0 features, N/A% accuracy [2026-01-06T20:35:36.162841] [INFO ] [LOCAL ] AFYA: Loaded 0 optimal features with 44.94% confidence from JSON config [2026-01-06T20:35:36.162873] [DEBUG] [MAG ] Building data for symbol: AFYA with lookback: 0 [2026-01-06T20:35:36.163883] [DEBUG] [FEATURES ] DataBuilder: Empty feature list provided, returning after step 3 (no features). [2026-01-06T20:35:36.199119] [DEBUG] [MAG ] KPRX: Last date is validated at 2026-01-06 [2026-01-06T20:35:36.216416] [DEBUG] [MAG ] TBIL: Last date is validated at 2026-01-06 [2026-01-06T20:35:36.369838] [DEBUG] [MAG ] KPRX: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:36.390937] [DEBUG] [MAG ] TBIL: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:36.427728] [INFO ] [LOCAL ] KPRX: Saved forecast. [2026-01-06T20:35:36.427799] [INFO ] [main ] KPRX: Signal=1 (Conf=90.0%), Magnitude=2.82% (Conf=49.4114%) [2026-01-06T20:35:36.428163] [INFO ] [main ] Fetching symbol history for ACTG... [2026-01-06T20:35:36.428215] [DEBUG] [REMOTE ] ACTG: Fetching historical data. [2026-01-06T20:35:36.428652] [INFO ] [main ] Progress: 99/407 forecasts completed (24.3%). KPRX finished in 0.6s. ETA: 52.7s. Rate: 350.41 forecasts/min [2026-01-06T20:35:36.440619] [DEBUG] [REMOTE ] ACTG: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:36.441632] [DEBUG] [LOCAL ] Loaded configuration for ACTG: 1 features, N/A% accuracy [2026-01-06T20:35:36.441694] [INFO ] [LOCAL ] ACTG: Loaded 1 optimal features with 50.22% confidence from JSON config [2026-01-06T20:35:36.441727] [DEBUG] [MAG ] Building data for symbol: ACTG with lookback: 0 [2026-01-06T20:35:36.442562] [DEBUG] [FEATURES ] DataBuilder: Executing 1 feature methods. [2026-01-06T20:35:36.442638] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:35:36.447902] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:36.451487] [DEBUG] [MAG ] LII: Last date is validated at 2026-01-06 [2026-01-06T20:35:36.516597] [DEBUG] [MAG ] AFYA: Last date is validated at 2026-01-06 [2026-01-06T20:35:36.632268] [DEBUG] [MAG ] LII: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:36.666253] [INFO ] [LOCAL ] TBIL: Saved forecast. [2026-01-06T20:35:36.666324] [INFO ] [main ] TBIL: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=14.406%) [2026-01-06T20:35:36.666715] [INFO ] [main ] Fetching symbol history for GBAB... [2026-01-06T20:35:36.666770] [DEBUG] [REMOTE ] GBAB: Fetching historical data. [2026-01-06T20:35:36.668655] [INFO ] [main ] Progress: 100/407 forecasts completed (24.6%). TBIL finished in 1.2s. ETA: 52.8s. Rate: 349.01 forecasts/min [2026-01-06T20:35:36.683294] [DEBUG] [REMOTE ] GBAB: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:36.684147] [DEBUG] [LOCAL ] Loaded configuration for GBAB: 5 features, N/A% accuracy [2026-01-06T20:35:36.684201] [INFO ] [LOCAL ] GBAB: Loaded 5 optimal features with 55.86% confidence from JSON config [2026-01-06T20:35:36.684235] [DEBUG] [MAG ] Building data for symbol: GBAB with lookback: 0 [2026-01-06T20:35:36.685200] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-06T20:35:36.685276] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:36.686372] [DEBUG] [MAG ] AFYA: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:36.687326] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:35:36.687876] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:35:36.688288] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-06T20:35:36.689241] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_fill_state [2026-01-06T20:35:36.730139] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:36.750078] [INFO ] [LOCAL ] AFYA: Saved forecast. [2026-01-06T20:35:36.750149] [INFO ] [main ] AFYA: Signal=1 (Conf=90.0%), Magnitude=2.52% (Conf=44.9433%) [2026-01-06T20:35:36.750308] [INFO ] [main ] Fetching symbol history for WCLD... [2026-01-06T20:35:36.750352] [DEBUG] [REMOTE ] WCLD: Fetching historical data. [2026-01-06T20:35:36.751020] [INFO ] [main ] Progress: 101/407 forecasts completed (24.8%). AFYA finished in 0.6s. ETA: 52.3s. Rate: 350.82 forecasts/min [2026-01-06T20:35:36.765062] [DEBUG] [REMOTE ] WCLD: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:36.766071] [DEBUG] [LOCAL ] Loaded configuration for WCLD: 5 features, N/A% accuracy [2026-01-06T20:35:36.766123] [INFO ] [LOCAL ] WCLD: Loaded 5 optimal features with 53.31% confidence from JSON config [2026-01-06T20:35:36.766154] [DEBUG] [MAG ] Building data for symbol: WCLD with lookback: 0 [2026-01-06T20:35:36.766949] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-06T20:35:36.767011] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:36.768703] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:35:36.769213] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-06T20:35:36.770143] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-06T20:35:36.772519] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_volatility_percentile [2026-01-06T20:35:36.781114] [INFO ] [LOCAL ] LII: Saved forecast. [2026-01-06T20:35:36.781383] [INFO ] [main ] LII: Signal=1 (Conf=90.0%), Magnitude=1.28% (Conf=52.7203%) [2026-01-06T20:35:36.781554] [INFO ] [main ] Fetching symbol history for ACRS... [2026-01-06T20:35:36.781619] [DEBUG] [REMOTE ] ACRS: Fetching historical data. [2026-01-06T20:35:36.782658] [INFO ] [main ] Progress: 102/407 forecasts completed (25.1%). LII finished in 0.7s. ETA: 51.7s. Rate: 353.64 forecasts/min [2026-01-06T20:35:36.797168] [DEBUG] [MAG ] ACTG: Last date is validated at 2026-01-06 [2026-01-06T20:35:36.797749] [DEBUG] [REMOTE ] ACRS: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:36.798596] [DEBUG] [LOCAL ] Loaded configuration for ACRS: 6 features, N/A% accuracy [2026-01-06T20:35:36.798651] [INFO ] [LOCAL ] ACRS: Loaded 6 optimal features with 48.65% confidence from JSON config [2026-01-06T20:35:36.798685] [DEBUG] [MAG ] Building data for symbol: ACRS with lookback: 0 [2026-01-06T20:35:36.799637] [DEBUG] [FEATURES ] DataBuilder: Executing 6 feature methods. [2026-01-06T20:35:36.799714] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:35:36.805044] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:36.806927] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:35:36.807444] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:35:36.807967] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_hour_microstructure [2026-01-06T20:35:36.810901] [DEBUG] [FEATURES ] DataBuilder: Executing add_morning_range_expansion [2026-01-06T20:35:36.815396] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:36.847779] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:36.973493] [DEBUG] [MAG ] ACTG: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:37.027675] [INFO ] [LOCAL ] ACTG: Saved forecast. [2026-01-06T20:35:37.027749] [INFO ] [main ] ACTG: Signal=1 (Conf=90.0%), Magnitude=1.40% (Conf=50.2221%) [2026-01-06T20:35:37.028105] [INFO ] [main ] Fetching symbol history for TRNS... [2026-01-06T20:35:37.028157] [DEBUG] [REMOTE ] TRNS: Fetching historical data. [2026-01-06T20:35:37.028654] [INFO ] [main ] Progress: 103/407 forecasts completed (25.3%). ACTG finished in 0.6s. ETA: 51.8s. Rate: 352.10 forecasts/min [2026-01-06T20:35:37.044839] [DEBUG] [REMOTE ] TRNS: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:37.047583] [DEBUG] [LOCAL ] Loaded configuration for TRNS: 2 features, N/A% accuracy [2026-01-06T20:35:37.047638] [INFO ] [LOCAL ] TRNS: Loaded 2 optimal features with 53.68% confidence from JSON config [2026-01-06T20:35:37.047671] [DEBUG] [MAG ] Building data for symbol: TRNS with lookback: 0 [2026-01-06T20:35:37.048455] [DEBUG] [FEATURES ] DataBuilder: Executing 2 feature methods. [2026-01-06T20:35:37.048515] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:35:37.053398] [DEBUG] [FEATURES ] DataBuilder: Executing add_regime [2026-01-06T20:35:37.067844] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:37.086756] [DEBUG] [MAG ] GBAB: Last date is validated at 2026-01-06 [2026-01-06T20:35:37.161378] [DEBUG] [MAG ] ACRS: Last date is validated at 2026-01-06 [2026-01-06T20:35:37.195193] [DEBUG] [MAG ] WCLD: Last date is validated at 2026-01-06 [2026-01-06T20:35:37.255654] [DEBUG] [MAG ] GBAB: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:37.316565] [INFO ] [LOCAL ] GBAB: Saved forecast. [2026-01-06T20:35:37.316658] [INFO ] [main ] GBAB: Signal=1 (Conf=90.0%), Magnitude=-0.16% (Conf=55.8641%) [2026-01-06T20:35:37.317179] [INFO ] [main ] Fetching symbol history for ALGN... [2026-01-06T20:35:37.317245] [DEBUG] [REMOTE ] ALGN: Fetching historical data. [2026-01-06T20:35:37.317660] [INFO ] [main ] Progress: 104/407 forecasts completed (25.6%). GBAB finished in 0.6s. ETA: 52.0s. Rate: 349.76 forecasts/min [2026-01-06T20:35:37.333026] [DEBUG] [MAG ] ACRS: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:37.333112] [DEBUG] [REMOTE ] ALGN: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:37.334129] [DEBUG] [LOCAL ] Loaded configuration for ALGN: 5 features, N/A% accuracy [2026-01-06T20:35:37.334386] [INFO ] [LOCAL ] ALGN: Loaded 5 optimal features with 59.55% confidence from JSON config [2026-01-06T20:35:37.334419] [DEBUG] [MAG ] Building data for symbol: ALGN with lookback: 0 [2026-01-06T20:35:37.335261] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-06T20:35:37.335326] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:37.340315] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:35:37.340889] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:35:37.341325] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_session_pressure [2026-01-06T20:35:37.342396] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_reversal_intensity [2026-01-06T20:35:37.343792] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:37.364691] [DEBUG] [MAG ] WCLD: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:37.399365] [INFO ] [LOCAL ] ACRS: Saved forecast. [2026-01-06T20:35:37.399447] [INFO ] [main ] ACRS: Signal=1 (Conf=90.0%), Magnitude=5.13% (Conf=48.6532%) [2026-01-06T20:35:37.399854] [INFO ] [main ] Fetching symbol history for OBDC... [2026-01-06T20:35:37.399911] [DEBUG] [REMOTE ] OBDC: Fetching historical data. [2026-01-06T20:35:37.399904] [INFO ] [main ] Progress: 105/407 forecasts completed (25.8%). ACRS finished in 0.6s. ETA: 51.5s. Rate: 351.51 forecasts/min [2026-01-06T20:35:37.414892] [DEBUG] [REMOTE ] OBDC: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:37.415921] [DEBUG] [LOCAL ] Loaded configuration for OBDC: 4 features, N/A% accuracy [2026-01-06T20:35:37.415984] [INFO ] [LOCAL ] OBDC: Loaded 4 optimal features with 48.76% confidence from JSON config [2026-01-06T20:35:37.416018] [DEBUG] [MAG ] Building data for symbol: OBDC with lookback: 0 [2026-01-06T20:35:37.416833] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-06T20:35:37.416897] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_morning_composite [2026-01-06T20:35:37.417834] [DEBUG] [FEATURES ] DataBuilder: Executing add_gaps [2026-01-06T20:35:37.417783] [DEBUG] [MAG ] TRNS: Last date is validated at 2026-01-06 [2026-01-06T20:35:37.418888] [DEBUG] [FEATURES ] DataBuilder: Executing add_pct_change [2026-01-06T20:35:37.421142] [DEBUG] [FEATURES ] DataBuilder: Executing add_prev_1100_to_open [2026-01-06T20:35:37.421894] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:37.449480] [INFO ] [LOCAL ] WCLD: Saved forecast. [2026-01-06T20:35:37.449547] [INFO ] [main ] WCLD: Signal=1 (Conf=90.0%), Magnitude=1.46% (Conf=53.3077%) [2026-01-06T20:35:37.450221] [INFO ] [main ] Fetching symbol history for CSTL... [2026-01-06T20:35:37.450272] [DEBUG] [REMOTE ] CSTL: Fetching historical data. [2026-01-06T20:35:37.451179] [INFO ] [main ] Progress: 106/407 forecasts completed (26.0%). WCLD finished in 0.7s. ETA: 51.0s. Rate: 353.84 forecasts/min [2026-01-06T20:35:37.467882] [DEBUG] [REMOTE ] CSTL: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:37.468876] [DEBUG] [LOCAL ] Loaded configuration for CSTL: 5 features, N/A% accuracy [2026-01-06T20:35:37.468934] [INFO ] [LOCAL ] CSTL: Loaded 5 optimal features with 55.68% confidence from JSON config [2026-01-06T20:35:37.468968] [DEBUG] [MAG ] Building data for symbol: CSTL with lookback: 0 [2026-01-06T20:35:37.469834] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-06T20:35:37.469897] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:35:37.475364] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:37.477224] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:35:37.477730] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:35:37.478143] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-06T20:35:37.478916] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:37.588109] [DEBUG] [MAG ] TRNS: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:37.688147] [DEBUG] [MAG ] ALGN: Last date is validated at 2026-01-06 [2026-01-06T20:35:37.706768] [INFO ] [LOCAL ] TRNS: Saved forecast. [2026-01-06T20:35:37.706841] [INFO ] [main ] TRNS: Signal=1 (Conf=90.0%), Magnitude=-1.56% (Conf=53.6793%) [2026-01-06T20:35:37.707012] [INFO ] [main ] Fetching symbol history for MKC... [2026-01-06T20:35:37.707057] [DEBUG] [REMOTE ] MKC: Fetching historical data. [2026-01-06T20:35:37.707886] [INFO ] [main ] Progress: 107/407 forecasts completed (26.3%). TRNS finished in 0.7s. ETA: 51.1s. Rate: 352.15 forecasts/min [2026-01-06T20:35:37.718916] [DEBUG] [REMOTE ] MKC: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:37.720058] [DEBUG] [LOCAL ] Loaded configuration for MKC: 3 features, N/A% accuracy [2026-01-06T20:35:37.720115] [INFO ] [LOCAL ] MKC: Loaded 3 optimal features with 61.79% confidence from JSON config [2026-01-06T20:35:37.720147] [DEBUG] [MAG ] Building data for symbol: MKC with lookback: 0 [2026-01-06T20:35:37.721323] [DEBUG] [FEATURES ] DataBuilder: Executing 3 feature methods. [2026-01-06T20:35:37.721387] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:37.723274] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:35:37.723846] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_fill_state [2026-01-06T20:35:37.764288] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:37.772562] [DEBUG] [MAG ] OBDC: Last date is validated at 2026-01-06 [2026-01-06T20:35:37.847528] [DEBUG] [MAG ] CSTL: Last date is validated at 2026-01-06 [2026-01-06T20:35:37.860643] [DEBUG] [MAG ] ALGN: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:37.942265] [DEBUG] [MAG ] OBDC: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:37.997698] [INFO ] [LOCAL ] ALGN: Saved forecast. [2026-01-06T20:35:37.997783] [INFO ] [main ] ALGN: Signal=1 (Conf=90.0%), Magnitude=7.54% (Conf=59.5514%) [2026-01-06T20:35:37.998164] [INFO ] [main ] Progress: 108/407 forecasts completed (26.5%). ALGN finished in 0.7s. ETA: 51.3s. Rate: 349.87 forecasts/min [2026-01-06T20:35:37.998304] [INFO ] [main ] Fetching symbol history for AAP... [2026-01-06T20:35:37.998361] [DEBUG] [REMOTE ] AAP: Fetching historical data. [2026-01-06T20:35:38.007943] [INFO ] [LOCAL ] OBDC: Saved forecast. [2026-01-06T20:35:38.008012] [INFO ] [main ] OBDC: Signal=1 (Conf=90.0%), Magnitude=-3.36% (Conf=48.7647%) [2026-01-06T20:35:38.008174] [INFO ] [main ] Fetching symbol history for AM... [2026-01-06T20:35:38.008220] [DEBUG] [REMOTE ] AM: Fetching historical data. [2026-01-06T20:35:38.008510] [INFO ] [main ] Progress: 109/407 forecasts completed (26.8%). OBDC finished in 0.6s. ETA: 50.7s. Rate: 352.91 forecasts/min [2026-01-06T20:35:38.013464] [DEBUG] [REMOTE ] AAP: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:38.014511] [DEBUG] [LOCAL ] Loaded configuration for AAP: 5 features, N/A% accuracy [2026-01-06T20:35:38.014564] [INFO ] [LOCAL ] AAP: Loaded 5 optimal features with 47.83% confidence from JSON config [2026-01-06T20:35:38.014623] [DEBUG] [MAG ] Building data for symbol: AAP with lookback: 0 [2026-01-06T20:35:38.015545] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-06T20:35:38.015633] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-06T20:35:38.016566] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_morning_composite [2026-01-06T20:35:38.017276] [DEBUG] [MAG ] CSTL: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:38.017704] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_resolution_state [2026-01-06T20:35:38.022428] [DEBUG] [REMOTE ] AM: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:38.023323] [DEBUG] [LOCAL ] Loaded configuration for AM: 5 features, N/A% accuracy [2026-01-06T20:35:38.023372] [INFO ] [LOCAL ] AM: Loaded 5 optimal features with 44.92% confidence from JSON config [2026-01-06T20:35:38.023403] [DEBUG] [MAG ] Building data for symbol: AM with lookback: 0 [2026-01-06T20:35:38.024177] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-06T20:35:38.024422] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:35:38.029565] [DEBUG] [FEATURES ] DataBuilder: Executing add_fullday_parkinson_range [2026-01-06T20:35:38.031460] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_day_volatility [2026-01-06T20:35:38.033277] [DEBUG] [FEATURES ] DataBuilder: Executing add_shelf_lag [2026-01-06T20:35:38.034528] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:38.036356] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:38.073604] [DEBUG] [FEATURES ] DataBuilder: Executing add_morning_range_expansion [2026-01-06T20:35:38.078909] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_reversal_intensity [2026-01-06T20:35:38.080297] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:38.109938] [INFO ] [LOCAL ] CSTL: Saved forecast. [2026-01-06T20:35:38.110026] [INFO ] [main ] CSTL: Signal=1 (Conf=90.0%), Magnitude=4.28% (Conf=55.6795%) [2026-01-06T20:35:38.110426] [INFO ] [main ] Fetching symbol history for STBA... [2026-01-06T20:35:38.110477] [DEBUG] [REMOTE ] STBA: Fetching historical data. [2026-01-06T20:35:38.111533] [DEBUG] [MAG ] MKC: Last date is validated at 2026-01-06 [2026-01-06T20:35:38.111656] [INFO ] [main ] Progress: 110/407 forecasts completed (27.0%). CSTL finished in 0.7s. ETA: 50.3s. Rate: 354.18 forecasts/min [2026-01-06T20:35:38.126118] [DEBUG] [REMOTE ] STBA: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:38.127163] [DEBUG] [LOCAL ] Loaded configuration for STBA: 11 features, N/A% accuracy [2026-01-06T20:35:38.127216] [INFO ] [LOCAL ] STBA: Loaded 11 optimal features with 63.05% confidence from JSON config [2026-01-06T20:35:38.127248] [DEBUG] [MAG ] Building data for symbol: STBA with lookback: 0 [2026-01-06T20:35:38.128067] [DEBUG] [FEATURES ] DataBuilder: Executing 11 feature methods. [2026-01-06T20:35:38.128132] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:35:38.133614] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:38.135607] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:35:38.136090] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:35:38.136493] [DEBUG] [FEATURES ] DataBuilder: Executing add_fullday_parkinson_range [2026-01-06T20:35:38.138186] [DEBUG] [FEATURES ] DataBuilder: Executing add_gaps [2026-01-06T20:35:38.139006] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_skewness_proxies [2026-01-06T20:35:38.140274] [DEBUG] [FEATURES ] DataBuilder: Executing add_last_hour_momentum_mag [2026-01-06T20:35:38.140985] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_vs_close_liquidity_ratio [2026-01-06T20:35:38.142619] [DEBUG] [FEATURES ] DataBuilder: Executing add_pct_change [2026-01-06T20:35:38.144994] [DEBUG] [FEATURES ] DataBuilder: Executing add_vol_of_vol [2026-01-06T20:35:38.146317] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:38.280228] [DEBUG] [MAG ] MKC: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:38.374638] [INFO ] [LOCAL ] MKC: Saved forecast. [2026-01-06T20:35:38.374712] [INFO ] [main ] MKC: Signal=1 (Conf=90.0%), Magnitude=-0.02% (Conf=61.792%) [2026-01-06T20:35:38.374880] [INFO ] [main ] Fetching symbol history for BSJS... [2026-01-06T20:35:38.374924] [DEBUG] [REMOTE ] BSJS: Fetching historical data. [2026-01-06T20:35:38.376658] [INFO ] [main ] Progress: 111/407 forecasts completed (27.3%). MKC finished in 0.7s. ETA: 50.4s. Rate: 352.39 forecasts/min [2026-01-06T20:35:38.386178] [DEBUG] [REMOTE ] BSJS: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:38.388582] [DEBUG] [LOCAL ] Loaded configuration for BSJS: 8 features, N/A% accuracy [2026-01-06T20:35:38.388648] [INFO ] [LOCAL ] BSJS: Loaded 8 optimal features with 30.56% confidence from JSON config [2026-01-06T20:35:38.388679] [DEBUG] [MAG ] Building data for symbol: BSJS with lookback: 0 [2026-01-06T20:35:38.389400] [DEBUG] [MAG ] AM: Last date is validated at 2026-01-06 [2026-01-06T20:35:38.389546] [DEBUG] [FEATURES ] DataBuilder: Executing 8 feature methods. [2026-01-06T20:35:38.389632] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:35:38.394423] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:38.396227] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:35:38.396728] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:35:38.397361] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:35:38.397771] [DEBUG] [FEATURES ] DataBuilder: Executing add_vol_of_vol [2026-01-06T20:35:38.398979] [DEBUG] [FEATURES ] DataBuilder: Executing add_volatility_state_percentiles [2026-01-06T20:35:38.401167] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_dispersion [2026-01-06T20:35:38.402696] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:38.437935] [DEBUG] [MAG ] AAP: Last date is validated at 2026-01-06 [2026-01-06T20:35:38.498099] [DEBUG] [MAG ] STBA: Last date is validated at 2026-01-06 [2026-01-06T20:35:38.555984] [DEBUG] [MAG ] AM: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:38.604794] [DEBUG] [MAG ] AAP: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:38.666738] [DEBUG] [MAG ] STBA: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:38.692370] [INFO ] [LOCAL ] AM: Saved forecast. [2026-01-06T20:35:38.692434] [INFO ] [main ] AM: Signal=1 (Conf=90.0%), Magnitude=-1.93% (Conf=44.9206%) [2026-01-06T20:35:38.692781] [INFO ] [main ] Progress: 112/407 forecasts completed (27.5%). AM finished in 0.7s. ETA: 50.6s. Rate: 349.71 forecasts/min [2026-01-06T20:35:38.692902] [INFO ] [main ] Fetching symbol history for SRAD... [2026-01-06T20:35:38.692945] [DEBUG] [REMOTE ] SRAD: Fetching historical data. [2026-01-06T20:35:38.707197] [DEBUG] [REMOTE ] SRAD: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:38.708448] [DEBUG] [LOCAL ] Loaded configuration for SRAD: 4 features, N/A% accuracy [2026-01-06T20:35:38.708499] [INFO ] [LOCAL ] SRAD: Loaded 4 optimal features with 45.50% confidence from JSON config [2026-01-06T20:35:38.708530] [DEBUG] [MAG ] Building data for symbol: SRAD with lookback: 0 [2026-01-06T20:35:38.709348] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-06T20:35:38.709409] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-06T20:35:38.710303] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_skewness_proxies [2026-01-06T20:35:38.711558] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_day_volatility [2026-01-06T20:35:38.713390] [DEBUG] [FEATURES ] DataBuilder: Executing add_prev_close_to_1100 [2026-01-06T20:35:38.714088] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:38.716611] [INFO ] [LOCAL ] AAP: Saved forecast. [2026-01-06T20:35:38.716680] [INFO ] [main ] AAP: Signal=1 (Conf=90.0%), Magnitude=2.10% (Conf=47.8253%) [2026-01-06T20:35:38.717112] [INFO ] [main ] Fetching symbol history for FELE... [2026-01-06T20:35:38.717165] [DEBUG] [REMOTE ] FELE: Fetching historical data. [2026-01-06T20:35:38.717644] [INFO ] [main ] Progress: 113/407 forecasts completed (27.8%). AAP finished in 0.7s. ETA: 50.1s. Rate: 352.38 forecasts/min [2026-01-06T20:35:38.731436] [DEBUG] [REMOTE ] FELE: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:38.732738] [DEBUG] [LOCAL ] Loaded configuration for FELE: 7 features, N/A% accuracy [2026-01-06T20:35:38.732794] [INFO ] [LOCAL ] FELE: Loaded 7 optimal features with 50.01% confidence from JSON config [2026-01-06T20:35:38.732827] [DEBUG] [MAG ] Building data for symbol: FELE with lookback: 0 [2026-01-06T20:35:38.733615] [DEBUG] [FEATURES ] DataBuilder: Executing 7 feature methods. [2026-01-06T20:35:38.733677] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-06T20:35:38.734743] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:38.736736] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:35:38.737383] [DEBUG] [FEATURES ] DataBuilder: Executing add_regime_flags [2026-01-06T20:35:38.738395] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_pressure_into_close [2026-01-06T20:35:38.740186] [DEBUG] [FEATURES ] DataBuilder: Executing add_preclose_acceleration_mag [2026-01-06T20:35:38.741220] [DEBUG] [FEATURES ] DataBuilder: Executing add_return_volume_nonlinearity_proxies [2026-01-06T20:35:38.741893] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:38.750730] [DEBUG] [MAG ] BSJS: Last date is validated at 2026-01-06 [2026-01-06T20:35:38.764271] [INFO ] [LOCAL ] STBA: Saved forecast. [2026-01-06T20:35:38.764360] [INFO ] [main ] STBA: Signal=1 (Conf=90.0%), Magnitude=-1.53% (Conf=63.0494%) [2026-01-06T20:35:38.764530] [INFO ] [main ] Fetching symbol history for BIVI... [2026-01-06T20:35:38.764600] [DEBUG] [REMOTE ] BIVI: Fetching historical data. [2026-01-06T20:35:38.765619] [INFO ] [main ] Progress: 114/407 forecasts completed (28.0%). STBA finished in 0.7s. ETA: 49.6s. Rate: 354.61 forecasts/min [2026-01-06T20:35:38.777938] [DEBUG] [REMOTE ] BIVI: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:38.778950] [DEBUG] [LOCAL ] Loaded configuration for BIVI: 8 features, N/A% accuracy [2026-01-06T20:35:38.779005] [INFO ] [LOCAL ] BIVI: Loaded 8 optimal features with 26.61% confidence from JSON config [2026-01-06T20:35:38.779039] [DEBUG] [MAG ] Building data for symbol: BIVI with lookback: 0 [2026-01-06T20:35:38.779850] [DEBUG] [FEATURES ] DataBuilder: Executing 8 feature methods. [2026-01-06T20:35:38.779915] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:35:38.784937] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:38.786822] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:35:38.787297] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:35:38.787769] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:35:38.788189] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_fill_state [2026-01-06T20:35:38.829882] [DEBUG] [FEATURES ] DataBuilder: Executing add_last_hour_momentum_mag [2026-01-06T20:35:38.830650] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_session_pressure [2026-01-06T20:35:38.831689] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:38.922630] [DEBUG] [MAG ] BSJS: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:38.984939] [INFO ] [LOCAL ] BSJS: Saved forecast. [2026-01-06T20:35:38.985011] [INFO ] [main ] BSJS: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=30.5632%) [2026-01-06T20:35:38.985167] [INFO ] [main ] Fetching symbol history for IESC... [2026-01-06T20:35:38.985211] [DEBUG] [REMOTE ] IESC: Fetching historical data. [2026-01-06T20:35:38.986039] [INFO ] [main ] Progress: 115/407 forecasts completed (28.3%). BSJS finished in 0.6s. ETA: 49.5s. Rate: 353.68 forecasts/min [2026-01-06T20:35:38.996535] [DEBUG] [REMOTE ] IESC: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:38.997526] [DEBUG] [LOCAL ] Loaded configuration for IESC: 3 features, N/A% accuracy [2026-01-06T20:35:38.997609] [INFO ] [LOCAL ] IESC: Loaded 3 optimal features with 54.64% confidence from JSON config [2026-01-06T20:35:38.997644] [DEBUG] [MAG ] Building data for symbol: IESC with lookback: 0 [2026-01-06T20:35:38.998465] [DEBUG] [FEATURES ] DataBuilder: Executing 3 feature methods. [2026-01-06T20:35:38.998526] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-06T20:35:39.000942] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_11_elasticity [2026-01-06T20:35:39.002122] [DEBUG] [FEATURES ] DataBuilder: Executing add_prior_day_tail_pressure [2026-01-06T20:35:39.005029] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:39.053622] [DEBUG] [MAG ] SRAD: Last date is validated at 2026-01-06 [2026-01-06T20:35:39.085614] [DEBUG] [MAG ] FELE: Last date is validated at 2026-01-06 [2026-01-06T20:35:39.191769] [DEBUG] [MAG ] BIVI: Last date is validated at 2026-01-06 [2026-01-06T20:35:39.219295] [DEBUG] [MAG ] SRAD: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:39.258164] [DEBUG] [MAG ] FELE: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:39.299688] [INFO ] [LOCAL ] SRAD: Saved forecast. [2026-01-06T20:35:39.299755] [INFO ] [main ] SRAD: Signal=1 (Conf=90.0%), Magnitude=-3.10% (Conf=45.4979%) [2026-01-06T20:35:39.299908] [INFO ] [main ] Fetching symbol history for PRTA... [2026-01-06T20:35:39.299952] [DEBUG] [REMOTE ] PRTA: Fetching historical data. [2026-01-06T20:35:39.301685] [INFO ] [main ] Progress: 116/407 forecasts completed (28.5%). SRAD finished in 0.6s. ETA: 49.7s. Rate: 351.08 forecasts/min [2026-01-06T20:35:39.314437] [DEBUG] [REMOTE ] PRTA: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:39.315657] [DEBUG] [LOCAL ] Loaded configuration for PRTA: 5 features, N/A% accuracy [2026-01-06T20:35:39.315711] [INFO ] [LOCAL ] PRTA: Loaded 5 optimal features with 58.13% confidence from JSON config [2026-01-06T20:35:39.315742] [DEBUG] [MAG ] Building data for symbol: PRTA with lookback: 0 [2026-01-06T20:35:39.316717] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-06T20:35:39.316778] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:35:39.321492] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-06T20:35:39.322310] [DEBUG] [FEATURES ] DataBuilder: Executing add_directional_consistency [2026-01-06T20:35:39.356644] [DEBUG] [MAG ] IESC: Last date is validated at 2026-01-06 [2026-01-06T20:35:39.365560] [INFO ] [LOCAL ] FELE: Saved forecast. [2026-01-06T20:35:39.365652] [INFO ] [main ] FELE: Signal=1 (Conf=90.0%), Magnitude=0.06% (Conf=50.0096%) [2026-01-06T20:35:39.365818] [INFO ] [main ] Fetching symbol history for MCRB... [2026-01-06T20:35:39.365863] [DEBUG] [REMOTE ] MCRB: Fetching historical data. [2026-01-06T20:35:39.367956] [DEBUG] [MAG ] BIVI: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:39.368173] [INFO ] [main ] Progress: 117/407 forecasts completed (28.7%). FELE finished in 0.6s. ETA: 49.3s. Rate: 352.92 forecasts/min [2026-01-06T20:35:39.380258] [DEBUG] [REMOTE ] MCRB: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:39.381254] [DEBUG] [LOCAL ] Loaded configuration for MCRB: 3 features, N/A% accuracy [2026-01-06T20:35:39.381312] [INFO ] [LOCAL ] MCRB: Loaded 3 optimal features with 46.86% confidence from JSON config [2026-01-06T20:35:39.381345] [DEBUG] [MAG ] Building data for symbol: MCRB with lookback: 0 [2026-01-06T20:35:39.382225] [DEBUG] [FEATURES ] DataBuilder: Executing 3 feature methods. [2026-01-06T20:35:39.382288] [DEBUG] [FEATURES ] DataBuilder: Executing add_directional_consistency [2026-01-06T20:35:39.431775] [DEBUG] [FEATURES ] DataBuilder: Executing add_morning_followthrough_mag_T0 [2026-01-06T20:35:39.432605] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_reversal_intensity [2026-01-06T20:35:39.434005] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:39.458752] [INFO ] [LOCAL ] BIVI: Saved forecast. [2026-01-06T20:35:39.458852] [INFO ] [main ] BIVI: Signal=1 (Conf=90.0%), Magnitude=-8.30% (Conf=26.6091%) [2026-01-06T20:35:39.459195] [INFO ] [main ] Fetching symbol history for TNL... [2026-01-06T20:35:39.459246] [DEBUG] [REMOTE ] TNL: Fetching historical data. [2026-01-06T20:35:39.459668] [INFO ] [main ] Progress: 118/407 forecasts completed (29.0%). BIVI finished in 0.7s. ETA: 48.9s. Rate: 354.31 forecasts/min [2026-01-06T20:35:39.472962] [DEBUG] [REMOTE ] TNL: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:39.473955] [DEBUG] [LOCAL ] Loaded configuration for TNL: 2 features, N/A% accuracy [2026-01-06T20:35:39.474015] [INFO ] [LOCAL ] TNL: Loaded 2 optimal features with 60.70% confidence from JSON config [2026-01-06T20:35:39.474048] [DEBUG] [MAG ] Building data for symbol: TNL with lookback: 0 [2026-01-06T20:35:39.475084] [DEBUG] [FEATURES ] DataBuilder: Executing 2 feature methods. [2026-01-06T20:35:39.475157] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:35:39.482208] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-06T20:35:39.483790] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:39.505397] [DEBUG] [FEATURES ] DataBuilder: Executing add_gaps [2026-01-06T20:35:39.506460] [DEBUG] [FEATURES ] DataBuilder: Executing add_prev_close_to_1100 [2026-01-06T20:35:39.507236] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:39.531102] [DEBUG] [MAG ] IESC: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:39.694084] [INFO ] [LOCAL ] IESC: Saved forecast. [2026-01-06T20:35:39.694152] [INFO ] [main ] IESC: Signal=1 (Conf=90.0%), Magnitude=-5.35% (Conf=54.6362%) [2026-01-06T20:35:39.694310] [INFO ] [main ] Fetching symbol history for EVN... [2026-01-06T20:35:39.694353] [DEBUG] [REMOTE ] EVN: Fetching historical data. [2026-01-06T20:35:39.695650] [INFO ] [main ] Progress: 119/407 forecasts completed (29.2%). IESC finished in 0.7s. ETA: 48.9s. Rate: 353.14 forecasts/min [2026-01-06T20:35:39.705766] [DEBUG] [REMOTE ] EVN: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:39.706885] [DEBUG] [LOCAL ] Loaded configuration for EVN: 8 features, N/A% accuracy [2026-01-06T20:35:39.706939] [INFO ] [LOCAL ] EVN: Loaded 8 optimal features with 58.91% confidence from JSON config [2026-01-06T20:35:39.706970] [DEBUG] [MAG ] Building data for symbol: EVN with lookback: 0 [2026-01-06T20:35:39.707796] [DEBUG] [FEATURES ] DataBuilder: Executing 8 feature methods. [2026-01-06T20:35:39.707859] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-06T20:35:39.710569] [DEBUG] [FEATURES ] DataBuilder: Executing add_directional_consistency [2026-01-06T20:35:39.780140] [DEBUG] [MAG ] PRTA: Last date is validated at 2026-01-06 [2026-01-06T20:35:39.822837] [DEBUG] [FEATURES ] DataBuilder: Executing add_fullday_parkinson_range [2026-01-06T20:35:39.824872] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_volatility_percentile [2026-01-06T20:35:39.846607] [DEBUG] [MAG ] TNL: Last date is validated at 2026-01-06 [2026-01-06T20:35:39.863950] [DEBUG] [MAG ] MCRB: Last date is validated at 2026-01-06 [2026-01-06T20:35:39.903604] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:39.905721] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:35:39.906206] [DEBUG] [FEATURES ] DataBuilder: Executing add_vol_of_vol [2026-01-06T20:35:39.907475] [DEBUG] [FEATURES ] DataBuilder: Executing add_volatility_state_percentiles [2026-01-06T20:35:39.909456] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:39.946204] [DEBUG] [MAG ] PRTA: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:40.020611] [INFO ] [LOCAL ] PRTA: Saved forecast. [2026-01-06T20:35:40.020682] [INFO ] [main ] PRTA: Signal=1 (Conf=90.0%), Magnitude=2.43% (Conf=58.1264%) [2026-01-06T20:35:40.021023] [INFO ] [main ] Fetching symbol history for DCTH... [2026-01-06T20:35:40.021075] [DEBUG] [REMOTE ] DCTH: Fetching historical data. [2026-01-06T20:35:40.021663] [INFO ] [main ] Progress: 120/407 forecasts completed (29.5%). PRTA finished in 0.7s. ETA: 49.1s. Rate: 350.46 forecasts/min [2026-01-06T20:35:40.026398] [DEBUG] [MAG ] TNL: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:40.034771] [DEBUG] [REMOTE ] DCTH: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:40.035838] [DEBUG] [LOCAL ] Loaded configuration for DCTH: 3 features, N/A% accuracy [2026-01-06T20:35:40.035896] [INFO ] [LOCAL ] DCTH: Loaded 3 optimal features with 46.56% confidence from JSON config [2026-01-06T20:35:40.035928] [DEBUG] [MAG ] Building data for symbol: DCTH with lookback: 0 [2026-01-06T20:35:40.036870] [DEBUG] [FEATURES ] DataBuilder: Executing 3 feature methods. [2026-01-06T20:35:40.036930] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:35:40.040637] [DEBUG] [MAG ] MCRB: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:40.042629] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-06T20:35:40.043635] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_day_volatility [2026-01-06T20:35:40.045305] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:40.132838] [INFO ] [LOCAL ] MCRB: Saved forecast. [2026-01-06T20:35:40.132907] [INFO ] [main ] MCRB: Signal=1 (Conf=90.0%), Magnitude=8.33% (Conf=46.8559%) [2026-01-06T20:35:40.133121] [INFO ] [main ] Fetching symbol history for CLBK... [2026-01-06T20:35:40.133167] [DEBUG] [REMOTE ] CLBK: Fetching historical data. [2026-01-06T20:35:40.134067] [INFO ] [main ] Progress: 121/407 forecasts completed (29.7%). MCRB finished in 0.8s. ETA: 48.8s. Rate: 351.45 forecasts/min [2026-01-06T20:35:40.148174] [DEBUG] [REMOTE ] CLBK: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:40.148403] [INFO ] [LOCAL ] TNL: Saved forecast. [2026-01-06T20:35:40.148472] [INFO ] [main ] TNL: Signal=1 (Conf=90.0%), Magnitude=0.06% (Conf=60.697%) [2026-01-06T20:35:40.148655] [INFO ] [main ] Fetching symbol history for AMBP... [2026-01-06T20:35:40.148702] [DEBUG] [REMOTE ] AMBP: Fetching historical data. [2026-01-06T20:35:40.149038] [INFO ] [main ] Progress: 122/407 forecasts completed (30.0%). TNL finished in 0.7s. ETA: 48.3s. Rate: 354.10 forecasts/min [2026-01-06T20:35:40.149187] [DEBUG] [LOCAL ] Loaded configuration for CLBK: 7 features, N/A% accuracy [2026-01-06T20:35:40.149241] [INFO ] [LOCAL ] CLBK: Loaded 7 optimal features with 60.32% confidence from JSON config [2026-01-06T20:35:40.149271] [DEBUG] [MAG ] Building data for symbol: CLBK with lookback: 0 [2026-01-06T20:35:40.150063] [DEBUG] [FEATURES ] DataBuilder: Executing 7 feature methods. [2026-01-06T20:35:40.150126] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:40.151833] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:35:40.152337] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:35:40.152746] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-06T20:35:40.153481] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_hour_microstructure [2026-01-06T20:35:40.156063] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_session_pressure [2026-01-06T20:35:40.157656] [DEBUG] [FEATURES ] DataBuilder: Executing add_range_overlap_v_prior_day [2026-01-06T20:35:40.160074] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:40.162746] [DEBUG] [REMOTE ] AMBP: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:40.163529] [DEBUG] [LOCAL ] Loaded configuration for AMBP: 5 features, N/A% accuracy [2026-01-06T20:35:40.164121] [INFO ] [LOCAL ] AMBP: Loaded 5 optimal features with 53.11% confidence from JSON config [2026-01-06T20:35:40.164161] [DEBUG] [MAG ] Building data for symbol: AMBP with lookback: 0 [2026-01-06T20:35:40.165021] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-06T20:35:40.165085] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:40.169275] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:35:40.169863] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-06T20:35:40.170798] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_morning_composite [2026-01-06T20:35:40.171770] [DEBUG] [FEATURES ] DataBuilder: Executing add_regime_flags [2026-01-06T20:35:40.172988] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:40.261345] [DEBUG] [MAG ] EVN: Last date is validated at 2026-01-06 [2026-01-06T20:35:40.386628] [DEBUG] [MAG ] DCTH: Last date is validated at 2026-01-06 [2026-01-06T20:35:40.431513] [DEBUG] [MAG ] EVN: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:40.492918] [INFO ] [LOCAL ] EVN: Saved forecast. [2026-01-06T20:35:40.492987] [INFO ] [main ] EVN: Signal=1 (Conf=90.0%), Magnitude=-0.11% (Conf=58.914%) [2026-01-06T20:35:40.493144] [INFO ] [main ] Fetching symbol history for SHLS... [2026-01-06T20:35:40.493187] [DEBUG] [REMOTE ] SHLS: Fetching historical data. [2026-01-06T20:35:40.493993] [INFO ] [main ] Progress: 123/407 forecasts completed (30.2%). EVN finished in 0.8s. ETA: 48.5s. Rate: 351.14 forecasts/min [2026-01-06T20:35:40.500917] [DEBUG] [MAG ] CLBK: Last date is validated at 2026-01-06 [2026-01-06T20:35:40.505133] [DEBUG] [REMOTE ] SHLS: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:40.506357] [DEBUG] [LOCAL ] Loaded configuration for SHLS: 10 features, N/A% accuracy [2026-01-06T20:35:40.506411] [INFO ] [LOCAL ] SHLS: Loaded 10 optimal features with 54.28% confidence from JSON config [2026-01-06T20:35:40.506443] [DEBUG] [MAG ] Building data for symbol: SHLS with lookback: 0 [2026-01-06T20:35:40.507272] [DEBUG] [FEATURES ] DataBuilder: Executing 10 feature methods. [2026-01-06T20:35:40.507337] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_resolution_state [2026-01-06T20:35:40.527514] [DEBUG] [MAG ] AMBP: Last date is validated at 2026-01-06 [2026-01-06T20:35:40.556594] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_session_pressure [2026-01-06T20:35:40.557055] [DEBUG] [MAG ] DCTH: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:40.557859] [DEBUG] [FEATURES ] DataBuilder: Executing add_morning_followthrough_mag_T0 [2026-01-06T20:35:40.558590] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_vs_prev_range_position [2026-01-06T20:35:40.561608] [DEBUG] [FEATURES ] DataBuilder: Executing add_overnight_gap_amplitude [2026-01-06T20:35:40.562270] [DEBUG] [FEATURES ] DataBuilder: Executing add_overnight_gap_mag [2026-01-06T20:35:40.562977] [DEBUG] [FEATURES ] DataBuilder: Executing add_prev_close_to_1100 [2026-01-06T20:35:40.564018] [DEBUG] [FEATURES ] DataBuilder: Executing add_prior_day_tail_pressure [2026-01-06T20:35:40.566700] [DEBUG] [FEATURES ] DataBuilder: Executing add_range_volume_efficiency_refinements [2026-01-06T20:35:40.570668] [DEBUG] [FEATURES ] DataBuilder: Executing add_vol_of_vol [2026-01-06T20:35:40.571751] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:40.625822] [INFO ] [LOCAL ] DCTH: Saved forecast. [2026-01-06T20:35:40.625888] [INFO ] [main ] DCTH: Signal=1 (Conf=90.0%), Magnitude=4.38% (Conf=46.5563%) [2026-01-06T20:35:40.626210] [INFO ] [main ] Fetching symbol history for ALZN... [2026-01-06T20:35:40.626260] [DEBUG] [REMOTE ] ALZN: Fetching historical data. [2026-01-06T20:35:40.626658] [INFO ] [main ] Progress: 124/407 forecasts completed (30.5%). DCTH finished in 0.6s. ETA: 48.3s. Rate: 351.78 forecasts/min [2026-01-06T20:35:40.639302] [DEBUG] [REMOTE ] ALZN: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:40.640294] [DEBUG] [LOCAL ] Loaded configuration for ALZN: 7 features, N/A% accuracy [2026-01-06T20:35:40.640350] [INFO ] [LOCAL ] ALZN: Loaded 7 optimal features with 67.64% confidence from JSON config [2026-01-06T20:35:40.640381] [DEBUG] [MAG ] Building data for symbol: ALZN with lookback: 0 [2026-01-06T20:35:40.641162] [DEBUG] [FEATURES ] DataBuilder: Executing 7 feature methods. [2026-01-06T20:35:40.641226] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:40.642897] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:35:40.643772] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:35:40.644159] [DEBUG] [FEATURES ] DataBuilder: Executing add_directional_consistency [2026-01-06T20:35:40.670722] [DEBUG] [MAG ] CLBK: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:40.702650] [DEBUG] [MAG ] AMBP: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:40.742283] [INFO ] [LOCAL ] CLBK: Saved forecast. [2026-01-06T20:35:40.742751] [INFO ] [main ] CLBK: Signal=1 (Conf=90.0%), Magnitude=-1.26% (Conf=60.3159%) [2026-01-06T20:35:40.743232] [INFO ] [main ] Fetching symbol history for AIPI... [2026-01-06T20:35:40.743316] [DEBUG] [REMOTE ] AIPI: Fetching historical data. [2026-01-06T20:35:40.743232] [INFO ] [main ] Progress: 125/407 forecasts completed (30.7%). CLBK finished in 0.6s. ETA: 48.0s. Rate: 352.67 forecasts/min [2026-01-06T20:35:40.752430] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_fill_state [2026-01-06T20:35:40.757432] [DEBUG] [REMOTE ] AIPI: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:40.758344] [DEBUG] [LOCAL ] Loaded configuration for AIPI: 1 features, N/A% accuracy [2026-01-06T20:35:40.758398] [INFO ] [LOCAL ] AIPI: Loaded 1 optimal features with 55.59% confidence from JSON config [2026-01-06T20:35:40.758432] [DEBUG] [MAG ] Building data for symbol: AIPI with lookback: 0 [2026-01-06T20:35:40.759321] [DEBUG] [FEATURES ] DataBuilder: Executing 1 feature methods. [2026-01-06T20:35:40.759381] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-06T20:35:40.760359] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:40.763136] [INFO ] [LOCAL ] AMBP: Saved forecast. [2026-01-06T20:35:40.763206] [INFO ] [main ] AMBP: Signal=1 (Conf=90.0%), Magnitude=1.59% (Conf=53.1095%) [2026-01-06T20:35:40.763567] [INFO ] [main ] Fetching symbol history for SNTI... [2026-01-06T20:35:40.763638] [DEBUG] [REMOTE ] SNTI: Fetching historical data. [2026-01-06T20:35:40.763655] [INFO ] [main ] Progress: 126/407 forecasts completed (31.0%). AMBP finished in 0.6s. ETA: 47.5s. Rate: 355.15 forecasts/min [2026-01-06T20:35:40.777004] [DEBUG] [REMOTE ] SNTI: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:40.777804] [DEBUG] [LOCAL ] Loaded configuration for SNTI: 4 features, N/A% accuracy [2026-01-06T20:35:40.777859] [INFO ] [LOCAL ] SNTI: Loaded 4 optimal features with 40.86% confidence from JSON config [2026-01-06T20:35:40.777892] [DEBUG] [MAG ] Building data for symbol: SNTI with lookback: 0 [2026-01-06T20:35:40.778883] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-06T20:35:40.778959] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:40.780765] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:35:40.781287] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:35:40.781729] [DEBUG] [FEATURES ] DataBuilder: Executing add_fullday_parkinson_range [2026-01-06T20:35:40.783377] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:40.791073] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_morning_composite [2026-01-06T20:35:40.792083] [DEBUG] [FEATURES ] DataBuilder: Executing add_last_hour_momentum_mag [2026-01-06T20:35:40.792717] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:40.917374] [DEBUG] [MAG ] SHLS: Last date is validated at 2026-01-06 [2026-01-06T20:35:41.085794] [DEBUG] [MAG ] SHLS: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:41.110233] [DEBUG] [MAG ] AIPI: Last date is validated at 2026-01-06 [2026-01-06T20:35:41.128127] [DEBUG] [MAG ] SNTI: Last date is validated at 2026-01-06 [2026-01-06T20:35:41.131146] [DEBUG] [MAG ] ALZN: Last date is validated at 2026-01-06 [2026-01-06T20:35:41.159923] [INFO ] [LOCAL ] SHLS: Saved forecast. [2026-01-06T20:35:41.159993] [INFO ] [main ] SHLS: Signal=1 (Conf=90.0%), Magnitude=9.39% (Conf=54.2765%) [2026-01-06T20:35:41.160408] [INFO ] [main ] Fetching symbol history for VSTS... [2026-01-06T20:35:41.160461] [DEBUG] [REMOTE ] VSTS: Fetching historical data. [2026-01-06T20:35:41.161312] [INFO ] [main ] Progress: 127/407 forecasts completed (31.2%). SHLS finished in 0.7s. ETA: 47.8s. Rate: 351.41 forecasts/min [2026-01-06T20:35:41.171483] [DEBUG] [REMOTE ] VSTS: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:41.172484] [DEBUG] [LOCAL ] Loaded configuration for VSTS: 7 features, N/A% accuracy [2026-01-06T20:35:41.172542] [INFO ] [LOCAL ] VSTS: Loaded 7 optimal features with 54.97% confidence from JSON config [2026-01-06T20:35:41.172596] [DEBUG] [MAG ] Building data for symbol: VSTS with lookback: 0 [2026-01-06T20:35:41.173422] [DEBUG] [FEATURES ] DataBuilder: Executing 7 feature methods. [2026-01-06T20:35:41.173509] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:35:41.178419] [DEBUG] [FEATURES ] DataBuilder: Executing add_morning_followthrough_mag_T0 [2026-01-06T20:35:41.179258] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:41.181049] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:35:41.181523] [DEBUG] [FEATURES ] DataBuilder: Executing add_vol_of_vol [2026-01-06T20:35:41.182646] [DEBUG] [FEATURES ] DataBuilder: Executing add_volatility_state_percentiles [2026-01-06T20:35:41.184653] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_flow_differentials [2026-01-06T20:35:41.187498] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:41.286163] [DEBUG] [MAG ] AIPI: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:41.296951] [DEBUG] [MAG ] SNTI: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:41.297247] [DEBUG] [MAG ] ALZN: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:41.353074] [INFO ] [LOCAL ] AIPI: Saved forecast. [2026-01-06T20:35:41.353145] [INFO ] [main ] AIPI: Signal=1 (Conf=90.0%), Magnitude=0.27% (Conf=55.5928%) [2026-01-06T20:35:41.353308] [INFO ] [main ] Fetching symbol history for COLL... [2026-01-06T20:35:41.353353] [DEBUG] [REMOTE ] COLL: Fetching historical data. [2026-01-06T20:35:41.353873] [INFO ] [main ] Progress: 128/407 forecasts completed (31.4%). AIPI finished in 0.6s. ETA: 47.7s. Rate: 351.06 forecasts/min [2026-01-06T20:35:41.363941] [INFO ] [LOCAL ] ALZN: Saved forecast. [2026-01-06T20:35:41.364012] [INFO ] [main ] ALZN: Signal=1 (Conf=90.0%), Magnitude=0.62% (Conf=67.6387%) [2026-01-06T20:35:41.364371] [INFO ] [main ] Fetching symbol history for OHI... [2026-01-06T20:35:41.364422] [DEBUG] [REMOTE ] OHI: Fetching historical data. [2026-01-06T20:35:41.364636] [INFO ] [main ] Progress: 129/407 forecasts completed (31.7%). ALZN finished in 0.7s. ETA: 47.2s. Rate: 353.62 forecasts/min [2026-01-06T20:35:41.367530] [DEBUG] [REMOTE ] COLL: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:41.368426] [DEBUG] [LOCAL ] Loaded configuration for COLL: 5 features, N/A% accuracy [2026-01-06T20:35:41.368478] [INFO ] [LOCAL ] COLL: Loaded 5 optimal features with 57.43% confidence from JSON config [2026-01-06T20:35:41.368511] [DEBUG] [MAG ] Building data for symbol: COLL with lookback: 0 [2026-01-06T20:35:41.369549] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-06T20:35:41.369630] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:35:41.375461] [DEBUG] [FEATURES ] DataBuilder: Executing add_prev_1100_to_open [2026-01-06T20:35:41.376371] [DEBUG] [FEATURES ] DataBuilder: Executing add_prev_close_to_1100 [2026-01-06T20:35:41.377087] [DEBUG] [FEATURES ] DataBuilder: Executing add_vol_of_vol [2026-01-06T20:35:41.378209] [INFO ] [LOCAL ] SNTI: Saved forecast. [2026-01-06T20:35:41.378230] [DEBUG] [FEATURES ] DataBuilder: Executing add_volatility_decay_ratio [2026-01-06T20:35:41.378280] [INFO ] [main ] SNTI: Signal=1 (Conf=90.0%), Magnitude=39.60% (Conf=40.8632%) [2026-01-06T20:35:41.378446] [INFO ] [main ] Fetching symbol history for BNS... [2026-01-06T20:35:41.378492] [DEBUG] [REMOTE ] BNS: Fetching historical data. [2026-01-06T20:35:41.379428] [DEBUG] [REMOTE ] OHI: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:41.379392] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:41.379620] [INFO ] [main ] Progress: 130/407 forecasts completed (31.9%). SNTI finished in 0.6s. ETA: 46.7s. Rate: 356.12 forecasts/min [2026-01-06T20:35:41.380229] [DEBUG] [LOCAL ] Loaded configuration for OHI: 6 features, N/A% accuracy [2026-01-06T20:35:41.380281] [INFO ] [LOCAL ] OHI: Loaded 6 optimal features with 57.69% confidence from JSON config [2026-01-06T20:35:41.380321] [DEBUG] [MAG ] Building data for symbol: OHI with lookback: 0 [2026-01-06T20:35:41.381147] [DEBUG] [FEATURES ] DataBuilder: Executing 6 feature methods. [2026-01-06T20:35:41.381221] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:35:41.385982] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:41.387735] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:35:41.388199] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:35:41.388606] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_fill_state [2026-01-06T20:35:41.391885] [DEBUG] [REMOTE ] BNS: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:41.392593] [DEBUG] [LOCAL ] Loaded configuration for BNS: 2 features, N/A% accuracy [2026-01-06T20:35:41.392645] [INFO ] [LOCAL ] BNS: Loaded 2 optimal features with 61.96% confidence from JSON config [2026-01-06T20:35:41.392675] [DEBUG] [MAG ] Building data for symbol: BNS with lookback: 0 [2026-01-06T20:35:41.393434] [DEBUG] [FEATURES ] DataBuilder: Executing 2 feature methods. [2026-01-06T20:35:41.393537] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:35:41.398379] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-06T20:35:41.400868] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:41.426721] [DEBUG] [FEATURES ] DataBuilder: Executing add_gaps [2026-01-06T20:35:41.427531] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:41.534716] [DEBUG] [MAG ] VSTS: Last date is validated at 2026-01-06 [2026-01-06T20:35:41.708092] [DEBUG] [MAG ] VSTS: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:41.734382] [DEBUG] [MAG ] COLL: Last date is validated at 2026-01-06 [2026-01-06T20:35:41.753125] [DEBUG] [MAG ] BNS: Last date is validated at 2026-01-06 [2026-01-06T20:35:41.766984] [DEBUG] [MAG ] OHI: Last date is validated at 2026-01-06 [2026-01-06T20:35:41.787485] [INFO ] [LOCAL ] VSTS: Saved forecast. [2026-01-06T20:35:41.787555] [INFO ] [main ] VSTS: Signal=1 (Conf=90.0%), Magnitude=-3.96% (Conf=54.9689%) [2026-01-06T20:35:41.787737] [INFO ] [main ] Fetching symbol history for OCSL... [2026-01-06T20:35:41.787781] [DEBUG] [REMOTE ] OCSL: Fetching historical data. [2026-01-06T20:35:41.788903] [INFO ] [main ] Progress: 131/407 forecasts completed (32.2%). VSTS finished in 0.6s. ETA: 47.0s. Rate: 352.28 forecasts/min [2026-01-06T20:35:41.798930] [DEBUG] [REMOTE ] OCSL: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:41.800071] [DEBUG] [LOCAL ] Loaded configuration for OCSL: 5 features, N/A% accuracy [2026-01-06T20:35:41.800124] [INFO ] [LOCAL ] OCSL: Loaded 5 optimal features with 59.82% confidence from JSON config [2026-01-06T20:35:41.800156] [DEBUG] [MAG ] Building data for symbol: OCSL with lookback: 0 [2026-01-06T20:35:41.800938] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-06T20:35:41.800999] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:35:41.806263] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-06T20:35:41.809111] [DEBUG] [FEATURES ] DataBuilder: Executing add_fullday_parkinson_range [2026-01-06T20:35:41.810903] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_resolution_state [2026-01-06T20:35:41.861828] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_skewness_proxies [2026-01-06T20:35:41.863223] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:41.904423] [DEBUG] [MAG ] COLL: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:41.923938] [DEBUG] [MAG ] BNS: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:41.934056] [DEBUG] [MAG ] OHI: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:41.990374] [INFO ] [LOCAL ] COLL: Saved forecast. [2026-01-06T20:35:41.990452] [INFO ] [main ] COLL: Signal=1 (Conf=90.0%), Magnitude=0.89% (Conf=57.4254%) [2026-01-06T20:35:41.990806] [INFO ] [main ] Fetching symbol history for IMMX... [2026-01-06T20:35:41.990858] [DEBUG] [REMOTE ] IMMX: Fetching historical data. [2026-01-06T20:35:41.991659] [INFO ] [main ] Progress: 132/407 forecasts completed (32.4%). COLL finished in 0.6s. ETA: 46.9s. Rate: 351.77 forecasts/min [2026-01-06T20:35:41.999891] [INFO ] [LOCAL ] BNS: Saved forecast. [2026-01-06T20:35:41.999960] [INFO ] [main ] BNS: Signal=1 (Conf=90.0%), Magnitude=-0.64% (Conf=61.9645%) [2026-01-06T20:35:42.000335] [INFO ] [main ] Fetching symbol history for PD... [2026-01-06T20:35:42.000390] [DEBUG] [REMOTE ] PD: Fetching historical data. [2026-01-06T20:35:42.000735] [INFO ] [main ] Progress: 133/407 forecasts completed (32.7%). BNS finished in 0.6s. ETA: 46.4s. Rate: 354.29 forecasts/min [2026-01-06T20:35:42.004005] [DEBUG] [REMOTE ] IMMX: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:42.005005] [DEBUG] [LOCAL ] Loaded configuration for IMMX: 4 features, N/A% accuracy [2026-01-06T20:35:42.005057] [INFO ] [LOCAL ] IMMX: Loaded 4 optimal features with 45.64% confidence from JSON config [2026-01-06T20:35:42.005088] [DEBUG] [MAG ] Building data for symbol: IMMX with lookback: 0 [2026-01-06T20:35:42.005902] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-06T20:35:42.005963] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:35:42.010795] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:42.012597] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:35:42.013081] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:35:42.013206] [INFO ] [LOCAL ] OHI: Saved forecast. [2026-01-06T20:35:42.013273] [INFO ] [main ] OHI: Signal=1 (Conf=90.0%), Magnitude=0.70% (Conf=57.6911%) [2026-01-06T20:35:42.013476] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:42.013450] [DEBUG] [REMOTE ] PD: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:42.013671] [INFO ] [main ] Fetching symbol history for PDI... [2026-01-06T20:35:42.013725] [DEBUG] [REMOTE ] PDI: Fetching historical data. [2026-01-06T20:35:42.014277] [DEBUG] [LOCAL ] Loaded configuration for PD: 4 features, N/A% accuracy [2026-01-06T20:35:42.014336] [INFO ] [LOCAL ] PD: Loaded 4 optimal features with 47.28% confidence from JSON config [2026-01-06T20:35:42.014370] [DEBUG] [MAG ] Building data for symbol: PD with lookback: 0 [2026-01-06T20:35:42.014631] [INFO ] [main ] Progress: 134/407 forecasts completed (32.9%). OHI finished in 0.6s. ETA: 45.9s. Rate: 356.74 forecasts/min [2026-01-06T20:35:42.015171] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-06T20:35:42.015640] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:35:42.020552] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-06T20:35:42.021383] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_reversal_intensity [2026-01-06T20:35:42.022692] [DEBUG] [FEATURES ] DataBuilder: Executing add_overnight_gap_amplitude [2026-01-06T20:35:42.023323] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:42.027128] [DEBUG] [REMOTE ] PDI: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:42.028347] [DEBUG] [LOCAL ] Loaded configuration for PDI: 2 features, N/A% accuracy [2026-01-06T20:35:42.028398] [INFO ] [LOCAL ] PDI: Loaded 2 optimal features with 46.17% confidence from JSON config [2026-01-06T20:35:42.028429] [DEBUG] [MAG ] Building data for symbol: PDI with lookback: 0 [2026-01-06T20:35:42.029238] [DEBUG] [FEATURES ] DataBuilder: Executing 2 feature methods. [2026-01-06T20:35:42.029307] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:35:42.034081] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_skewness_proxies [2026-01-06T20:35:42.035334] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:42.210626] [DEBUG] [MAG ] OCSL: Last date is validated at 2026-01-06 [2026-01-06T20:35:42.368926] [DEBUG] [MAG ] IMMX: Last date is validated at 2026-01-06 [2026-01-06T20:35:42.373939] [DEBUG] [MAG ] PD: Last date is validated at 2026-01-06 [2026-01-06T20:35:42.379847] [DEBUG] [MAG ] PDI: Last date is validated at 2026-01-06 [2026-01-06T20:35:42.386137] [DEBUG] [MAG ] OCSL: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:42.451682] [INFO ] [LOCAL ] OCSL: Saved forecast. [2026-01-06T20:35:42.451752] [INFO ] [main ] OCSL: Signal=1 (Conf=90.0%), Magnitude=-2.70% (Conf=59.8228%) [2026-01-06T20:35:42.452247] [INFO ] [main ] Progress: 135/407 forecasts completed (33.2%). OCSL finished in 0.7s. ETA: 46.3s. Rate: 352.55 forecasts/min [2026-01-06T20:35:42.452387] [INFO ] [main ] Fetching symbol history for JHX... [2026-01-06T20:35:42.452431] [DEBUG] [REMOTE ] JHX: Fetching historical data. [2026-01-06T20:35:42.464083] [DEBUG] [REMOTE ] JHX: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:42.464534] [DEBUG] [LOCAL ] Loaded configuration for JHX: 2 features, N/A% accuracy [2026-01-06T20:35:42.464612] [INFO ] [LOCAL ] JHX: Loaded 2 optimal features with 49.40% confidence from JSON config [2026-01-06T20:35:42.464648] [DEBUG] [MAG ] Building data for symbol: JHX with lookback: 0 [2026-01-06T20:35:42.465401] [DEBUG] [FEATURES ] DataBuilder: Executing 2 feature methods. [2026-01-06T20:35:42.465460] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-06T20:35:42.466315] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_morning_composite [2026-01-06T20:35:42.467313] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:42.538609] [DEBUG] [MAG ] IMMX: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:42.543193] [DEBUG] [MAG ] PD: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:42.546091] [DEBUG] [MAG ] PDI: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:42.599394] [INFO ] [LOCAL ] IMMX: Saved forecast. [2026-01-06T20:35:42.599468] [INFO ] [main ] IMMX: Signal=1 (Conf=90.0%), Magnitude=1.42% (Conf=45.6358%) [2026-01-06T20:35:42.599662] [INFO ] [main ] Fetching symbol history for BCAL... [2026-01-06T20:35:42.599710] [DEBUG] [REMOTE ] BCAL: Fetching historical data. [2026-01-06T20:35:42.600897] [INFO ] [main ] Progress: 136/407 forecasts completed (33.4%). IMMX finished in 0.6s. ETA: 46.1s. Rate: 352.88 forecasts/min [2026-01-06T20:35:42.606497] [INFO ] [LOCAL ] PDI: Saved forecast. [2026-01-06T20:35:42.606565] [INFO ] [main ] PDI: Signal=1 (Conf=90.0%), Magnitude=1.93% (Conf=46.1699%) [2026-01-06T20:35:42.606942] [INFO ] [main ] Fetching symbol history for BEPI... [2026-01-06T20:35:42.606993] [DEBUG] [REMOTE ] BEPI: Fetching historical data. [2026-01-06T20:35:42.606959] [INFO ] [main ] Progress: 137/407 forecasts completed (33.7%). PDI finished in 0.6s. ETA: 45.6s. Rate: 355.38 forecasts/min [2026-01-06T20:35:42.614326] [DEBUG] [REMOTE ] BCAL: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:42.615546] [DEBUG] [LOCAL ] Loaded configuration for BCAL: 5 features, N/A% accuracy [2026-01-06T20:35:42.615623] [INFO ] [LOCAL ] BCAL: Loaded 5 optimal features with 61.83% confidence from JSON config [2026-01-06T20:35:42.615658] [DEBUG] [MAG ] Building data for symbol: BCAL with lookback: 0 [2026-01-06T20:35:42.616483] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-06T20:35:42.616547] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:42.618316] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:35:42.618913] [DEBUG] [FEATURES ] DataBuilder: Executing add_directional_consistency [2026-01-06T20:35:42.620067] [DEBUG] [REMOTE ] BEPI: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:42.620238] [INFO ] [LOCAL ] PD: Saved forecast. [2026-01-06T20:35:42.620308] [INFO ] [main ] PD: Signal=1 (Conf=90.0%), Magnitude=-0.77% (Conf=47.277%) [2026-01-06T20:35:42.620473] [INFO ] [main ] Fetching symbol history for SF... [2026-01-06T20:35:42.620517] [DEBUG] [REMOTE ] SF: Fetching historical data. [2026-01-06T20:35:42.620870] [DEBUG] [LOCAL ] Loaded configuration for BEPI: 6 features, N/A% accuracy [2026-01-06T20:35:42.620929] [INFO ] [LOCAL ] BEPI: Loaded 6 optimal features with 69.71% confidence from JSON config [2026-01-06T20:35:42.620961] [DEBUG] [MAG ] Building data for symbol: BEPI with lookback: 0 [2026-01-06T20:35:42.621786] [DEBUG] [FEATURES ] DataBuilder: Executing 6 feature methods. [2026-01-06T20:35:42.621849] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_volatility_percentile [2026-01-06T20:35:42.621790] [INFO ] [main ] Progress: 138/407 forecasts completed (33.9%). PD finished in 0.6s. ETA: 45.1s. Rate: 357.75 forecasts/min [2026-01-06T20:35:42.635315] [DEBUG] [REMOTE ] SF: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:42.636498] [DEBUG] [LOCAL ] Loaded configuration for SF: 9 features, N/A% accuracy [2026-01-06T20:35:42.636597] [INFO ] [LOCAL ] SF: Loaded 9 optimal features with 56.21% confidence from JSON config [2026-01-06T20:35:42.636647] [DEBUG] [MAG ] Building data for symbol: SF with lookback: 0 [2026-01-06T20:35:42.637601] [DEBUG] [FEATURES ] DataBuilder: Executing 9 feature methods. [2026-01-06T20:35:42.637671] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:35:42.643052] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_fill_state [2026-01-06T20:35:42.690958] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:42.693977] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:35:42.694743] [DEBUG] [FEATURES ] DataBuilder: Executing add_regime_flags [2026-01-06T20:35:42.696283] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_pressure_into_close [2026-01-06T20:35:42.698880] [DEBUG] [FEATURES ] DataBuilder: Executing add_preclose_acceleration_mag [2026-01-06T20:35:42.700453] [DEBUG] [FEATURES ] DataBuilder: Executing add_return_volume_nonlinearity_proxies [2026-01-06T20:35:42.701480] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_flow_differentials [2026-01-06T20:35:42.704622] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_session_pressure [2026-01-06T20:35:42.705770] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:42.706562] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_vs_prev_range_position [2026-01-06T20:35:42.711336] [DEBUG] [FEATURES ] DataBuilder: Executing add_range_overlap_v_prior_day [2026-01-06T20:35:42.715139] [DEBUG] [FEATURES ] DataBuilder: Executing add_range_volume_efficiency_refinements [2026-01-06T20:35:42.721211] [DEBUG] [FEATURES ] DataBuilder: Executing add_sma_ratio [2026-01-06T20:35:42.722427] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:42.762981] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_vs_prev_range_position [2026-01-06T20:35:42.766606] [DEBUG] [FEATURES ] DataBuilder: Executing add_range_volume_efficiency [2026-01-06T20:35:42.769154] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:43.017392] [DEBUG] [MAG ] JHX: Last date is validated at 2026-01-06 [2026-01-06T20:35:43.211946] [DEBUG] [MAG ] BEPI: Last date is validated at 2026-01-06 [2026-01-06T20:35:43.227491] [DEBUG] [MAG ] SF: Last date is validated at 2026-01-06 [2026-01-06T20:35:43.277031] [DEBUG] [MAG ] JHX: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:43.283979] [DEBUG] [MAG ] BCAL: Last date is validated at 2026-01-06 [2026-01-06T20:35:43.392569] [INFO ] [LOCAL ] JHX: Saved forecast. [2026-01-06T20:35:43.392696] [INFO ] [main ] JHX: Signal=1 (Conf=90.0%), Magnitude=3.39% (Conf=49.3991%) [2026-01-06T20:35:43.392938] [INFO ] [main ] Fetching symbol history for JKS... [2026-01-06T20:35:43.393008] [DEBUG] [REMOTE ] JKS: Fetching historical data. [2026-01-06T20:35:43.394201] [INFO ] [main ] Progress: 139/407 forecasts completed (34.2%). JHX finished in 0.9s. ETA: 46.1s. Rate: 348.70 forecasts/min [2026-01-06T20:35:43.410721] [DEBUG] [REMOTE ] JKS: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:43.412007] [DEBUG] [LOCAL ] Loaded configuration for JKS: 6 features, N/A% accuracy [2026-01-06T20:35:43.412087] [INFO ] [LOCAL ] JKS: Loaded 6 optimal features with 57.11% confidence from JSON config [2026-01-06T20:35:43.412140] [DEBUG] [MAG ] Building data for symbol: JKS with lookback: 0 [2026-01-06T20:35:43.413443] [DEBUG] [FEATURES ] DataBuilder: Executing 6 feature methods. [2026-01-06T20:35:43.413528] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:35:43.421519] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-06T20:35:43.423198] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_hour_microstructure [2026-01-06T20:35:43.427491] [DEBUG] [FEATURES ] DataBuilder: Executing add_prior_day_tail_pressure [2026-01-06T20:35:43.432034] [DEBUG] [FEATURES ] DataBuilder: Executing add_prior_mag_lag [2026-01-06T20:35:43.434734] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_zscore [2026-01-06T20:35:43.437706] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:43.454744] [DEBUG] [MAG ] SF: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:43.457151] [DEBUG] [MAG ] BEPI: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:43.531764] [DEBUG] [MAG ] BCAL: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:43.535754] [INFO ] [LOCAL ] BEPI: Saved forecast. [2026-01-06T20:35:43.535860] [INFO ] [main ] BEPI: Signal=1 (Conf=90.0%), Magnitude=0.42% (Conf=69.7114%) [2026-01-06T20:35:43.536335] [INFO ] [main ] Fetching symbol history for HNRG... [2026-01-06T20:35:43.536400] [DEBUG] [REMOTE ] HNRG: Fetching historical data. [2026-01-06T20:35:43.537708] [INFO ] [main ] Progress: 140/407 forecasts completed (34.4%). BEPI finished in 0.9s. ETA: 45.9s. Rate: 349.12 forecasts/min [2026-01-06T20:35:43.555925] [DEBUG] [REMOTE ] HNRG: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:43.557246] [DEBUG] [LOCAL ] Loaded configuration for HNRG: 10 features, N/A% accuracy [2026-01-06T20:35:43.557321] [INFO ] [LOCAL ] HNRG: Loaded 10 optimal features with 51.96% confidence from JSON config [2026-01-06T20:35:43.557369] [DEBUG] [MAG ] Building data for symbol: HNRG with lookback: 0 [2026-01-06T20:35:43.558599] [DEBUG] [FEATURES ] DataBuilder: Executing 10 feature methods. [2026-01-06T20:35:43.558699] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:35:43.566146] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:43.568882] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:35:43.569544] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:35:43.570165] [DEBUG] [FEATURES ] DataBuilder: Executing add_morning_range_expansion [2026-01-06T20:35:43.576331] [DEBUG] [FEATURES ] DataBuilder: Executing add_prior_mag_lag [2026-01-06T20:35:43.578905] [DEBUG] [FEATURES ] DataBuilder: Executing add_shelf_lag [2026-01-06T20:35:43.580830] [DEBUG] [FEATURES ] DataBuilder: Executing add_signed_carry_history_11 [2026-01-06T20:35:43.583041] [DEBUG] [FEATURES ] DataBuilder: Executing add_sma_ratio [2026-01-06T20:35:43.584213] [DEBUG] [FEATURES ] DataBuilder: Executing add_volatility_decay_ratio [2026-01-06T20:35:43.586011] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:43.618039] [INFO ] [LOCAL ] BCAL: Saved forecast. [2026-01-06T20:35:43.618146] [INFO ] [main ] BCAL: Signal=1 (Conf=90.0%), Magnitude=0.79% (Conf=61.8303%) [2026-01-06T20:35:43.618382] [INFO ] [main ] Fetching symbol history for JACK... [2026-01-06T20:35:43.618440] [DEBUG] [REMOTE ] JACK: Fetching historical data. [2026-01-06T20:35:43.618636] [INFO ] [LOCAL ] SF: Saved forecast. [2026-01-06T20:35:43.618790] [INFO ] [main ] SF: Signal=1 (Conf=90.0%), Magnitude=-0.66% (Conf=56.2098%) [2026-01-06T20:35:43.619006] [INFO ] [main ] Fetching symbol history for UDMY... [2026-01-06T20:35:43.619076] [DEBUG] [REMOTE ] UDMY: Fetching historical data. [2026-01-06T20:35:43.619146] [INFO ] [main ] Progress: 141/407 forecasts completed (34.6%). BCAL finished in 1.0s. ETA: 45.5s. Rate: 350.42 forecasts/min [2026-01-06T20:35:43.619326] [INFO ] [main ] Progress: 142/407 forecasts completed (34.9%). SF finished in 1.0s. ETA: 45.1s. Rate: 352.91 forecasts/min [2026-01-06T20:35:43.635322] [DEBUG] [REMOTE ] JACK: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:43.636397] [DEBUG] [LOCAL ] Loaded configuration for JACK: 7 features, N/A% accuracy [2026-01-06T20:35:43.636458] [INFO ] [LOCAL ] JACK: Loaded 7 optimal features with 51.70% confidence from JSON config [2026-01-06T20:35:43.636492] [DEBUG] [MAG ] Building data for symbol: JACK with lookback: 0 [2026-01-06T20:35:43.637456] [DEBUG] [FEATURES ] DataBuilder: Executing 7 feature methods. [2026-01-06T20:35:43.637522] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:43.637589] [DEBUG] [REMOTE ] UDMY: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:43.638743] [DEBUG] [LOCAL ] Loaded configuration for UDMY: 3 features, N/A% accuracy [2026-01-06T20:35:43.638829] [INFO ] [LOCAL ] UDMY: Loaded 3 optimal features with 38.34% confidence from JSON config [2026-01-06T20:35:43.638867] [DEBUG] [MAG ] Building data for symbol: UDMY with lookback: 0 [2026-01-06T20:35:43.639498] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:35:43.639830] [DEBUG] [FEATURES ] DataBuilder: Executing 3 feature methods. [2026-01-06T20:35:43.639893] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:35:43.640081] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:35:43.640498] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-06T20:35:43.641337] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-06T20:35:43.642262] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_fill_state [2026-01-06T20:35:43.644853] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-06T20:35:43.645899] [DEBUG] [FEATURES ] DataBuilder: Executing add_fullday_parkinson_range [2026-01-06T20:35:43.647657] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:43.696507] [DEBUG] [FEATURES ] DataBuilder: Executing add_preclose_acceleration_mag [2026-01-06T20:35:43.698326] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:43.828039] [DEBUG] [MAG ] JKS: Last date is validated at 2026-01-06 [2026-01-06T20:35:43.966425] [DEBUG] [MAG ] HNRG: Last date is validated at 2026-01-06 [2026-01-06T20:35:43.992387] [DEBUG] [MAG ] UDMY: Last date is validated at 2026-01-06 [2026-01-06T20:35:43.995071] [DEBUG] [MAG ] JKS: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:44.053331] [DEBUG] [MAG ] JACK: Last date is validated at 2026-01-06 [2026-01-06T20:35:44.089092] [INFO ] [LOCAL ] JKS: Saved forecast. [2026-01-06T20:35:44.089159] [INFO ] [main ] JKS: Signal=1 (Conf=90.0%), Magnitude=2.29% (Conf=57.1141%) [2026-01-06T20:35:44.089540] [INFO ] [main ] Fetching symbol history for BBWI... [2026-01-06T20:35:44.089908] [DEBUG] [REMOTE ] BBWI: Fetching historical data. [2026-01-06T20:35:44.090633] [INFO ] [main ] Progress: 143/407 forecasts completed (35.1%). JKS finished in 0.7s. ETA: 45.4s. Rate: 348.59 forecasts/min [2026-01-06T20:35:44.103523] [DEBUG] [REMOTE ] BBWI: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:44.105206] [DEBUG] [LOCAL ] Loaded configuration for BBWI: 4 features, N/A% accuracy [2026-01-06T20:35:44.105263] [INFO ] [LOCAL ] BBWI: Loaded 4 optimal features with 65.58% confidence from JSON config [2026-01-06T20:35:44.105297] [DEBUG] [MAG ] Building data for symbol: BBWI with lookback: 0 [2026-01-06T20:35:44.106120] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-06T20:35:44.106225] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:35:44.111253] [DEBUG] [FEATURES ] DataBuilder: Executing add_gaps [2026-01-06T20:35:44.112294] [DEBUG] [FEATURES ] DataBuilder: Executing add_overnight_gap_amplitude [2026-01-06T20:35:44.112931] [DEBUG] [FEATURES ] DataBuilder: Executing add_prev_close_to_1100 [2026-01-06T20:35:44.113612] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:44.145539] [DEBUG] [MAG ] HNRG: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:44.165814] [DEBUG] [MAG ] UDMY: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:44.231655] [INFO ] [LOCAL ] UDMY: Saved forecast. [2026-01-06T20:35:44.231724] [INFO ] [main ] UDMY: Signal=1 (Conf=90.0%), Magnitude=0.48% (Conf=38.3415%) [2026-01-06T20:35:44.232073] [INFO ] [main ] Fetching symbol history for CRVL... [2026-01-06T20:35:44.232124] [DEBUG] [REMOTE ] CRVL: Fetching historical data. [2026-01-06T20:35:44.232155] [INFO ] [main ] Progress: 144/407 forecasts completed (35.4%). UDMY finished in 0.6s. ETA: 45.2s. Rate: 349.02 forecasts/min [2026-01-06T20:35:44.235542] [DEBUG] [MAG ] JACK: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:44.245955] [DEBUG] [REMOTE ] CRVL: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:44.246869] [DEBUG] [LOCAL ] Loaded configuration for CRVL: 5 features, N/A% accuracy [2026-01-06T20:35:44.246925] [INFO ] [LOCAL ] CRVL: Loaded 5 optimal features with 45.09% confidence from JSON config [2026-01-06T20:35:44.246957] [DEBUG] [MAG ] Building data for symbol: CRVL with lookback: 0 [2026-01-06T20:35:44.247742] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-06T20:35:44.247802] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:35:44.253216] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-06T20:35:44.254200] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_fill_state [2026-01-06T20:35:44.293502] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_morning_composite [2026-01-06T20:35:44.294500] [DEBUG] [FEATURES ] DataBuilder: Executing add_range_volume_efficiency [2026-01-06T20:35:44.296616] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:44.324034] [INFO ] [LOCAL ] HNRG: Saved forecast. [2026-01-06T20:35:44.324103] [INFO ] [main ] HNRG: Signal=1 (Conf=90.0%), Magnitude=3.06% (Conf=51.9627%) [2026-01-06T20:35:44.324461] [INFO ] [main ] Fetching symbol history for AMN... [2026-01-06T20:35:44.324507] [DEBUG] [REMOTE ] AMN: Fetching historical data. [2026-01-06T20:35:44.325855] [INFO ] [main ] Progress: 145/407 forecasts completed (35.6%). HNRG finished in 0.8s. ETA: 44.9s. Rate: 350.12 forecasts/min [2026-01-06T20:35:44.332891] [INFO ] [LOCAL ] JACK: Saved forecast. [2026-01-06T20:35:44.332970] [INFO ] [main ] JACK: Signal=1 (Conf=90.0%), Magnitude=6.44% (Conf=51.7019%) [2026-01-06T20:35:44.333145] [INFO ] [main ] Fetching symbol history for VRA... [2026-01-06T20:35:44.333191] [DEBUG] [REMOTE ] VRA: Fetching historical data. [2026-01-06T20:35:44.335720] [INFO ] [main ] Progress: 146/407 forecasts completed (35.9%). JACK finished in 0.7s. ETA: 44.4s. Rate: 352.39 forecasts/min [2026-01-06T20:35:44.339144] [DEBUG] [REMOTE ] AMN: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:44.340196] [DEBUG] [LOCAL ] Loaded configuration for AMN: 4 features, N/A% accuracy [2026-01-06T20:35:44.340255] [INFO ] [LOCAL ] AMN: Loaded 4 optimal features with 46.50% confidence from JSON config [2026-01-06T20:35:44.340289] [DEBUG] [MAG ] Building data for symbol: AMN with lookback: 0 [2026-01-06T20:35:44.341101] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-06T20:35:44.341165] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-06T20:35:44.341913] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_volatility_percentile [2026-01-06T20:35:44.347842] [DEBUG] [REMOTE ] VRA: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:44.349059] [DEBUG] [LOCAL ] Loaded configuration for VRA: 5 features, N/A% accuracy [2026-01-06T20:35:44.349133] [INFO ] [LOCAL ] VRA: Loaded 5 optimal features with 48.67% confidence from JSON config [2026-01-06T20:35:44.349166] [DEBUG] [MAG ] Building data for symbol: VRA with lookback: 0 [2026-01-06T20:35:44.350082] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-06T20:35:44.350147] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:35:44.355569] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-06T20:35:44.356729] [DEBUG] [FEATURES ] DataBuilder: Executing add_directional_consistency [2026-01-06T20:35:44.420403] [DEBUG] [FEATURES ] DataBuilder: Executing add_micro_gap_fill_velocity [2026-01-06T20:35:44.422684] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_reversal_intensity [2026-01-06T20:35:44.424253] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:44.479507] [DEBUG] [MAG ] BBWI: Last date is validated at 2026-01-06 [2026-01-06T20:35:44.493858] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_skewness_proxies [2026-01-06T20:35:44.495375] [DEBUG] [FEATURES ] DataBuilder: Executing add_morning_followthrough_mag_T0 [2026-01-06T20:35:44.496197] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:44.634916] [DEBUG] [MAG ] CRVL: Last date is validated at 2026-01-06 [2026-01-06T20:35:44.659252] [DEBUG] [MAG ] BBWI: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:44.751366] [INFO ] [LOCAL ] BBWI: Saved forecast. [2026-01-06T20:35:44.751443] [INFO ] [main ] BBWI: Signal=1 (Conf=90.0%), Magnitude=13.76% (Conf=65.576%) [2026-01-06T20:35:44.751659] [INFO ] [main ] Fetching symbol history for CIB... [2026-01-06T20:35:44.751724] [DEBUG] [REMOTE ] CIB: Fetching historical data. [2026-01-06T20:35:44.751926] [INFO ] [main ] Progress: 147/407 forecasts completed (36.1%). BBWI finished in 0.7s. ETA: 44.7s. Rate: 348.96 forecasts/min [2026-01-06T20:35:44.762837] [DEBUG] [REMOTE ] CIB: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:44.764121] [DEBUG] [LOCAL ] Loaded configuration for CIB: 2 features, N/A% accuracy [2026-01-06T20:35:44.764175] [INFO ] [LOCAL ] CIB: Loaded 2 optimal features with 46.22% confidence from JSON config [2026-01-06T20:35:44.764208] [DEBUG] [MAG ] Building data for symbol: CIB with lookback: 0 [2026-01-06T20:35:44.765243] [DEBUG] [FEATURES ] DataBuilder: Executing 2 feature methods. [2026-01-06T20:35:44.765486] [DEBUG] [FEATURES ] DataBuilder: Executing add_micro_gap_fill_velocity [2026-01-06T20:35:44.767761] [DEBUG] [FEATURES ] DataBuilder: Executing add_prior_mag_lag [2026-01-06T20:35:44.769862] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:44.777030] [DEBUG] [MAG ] AMN: Last date is validated at 2026-01-06 [2026-01-06T20:35:44.801352] [DEBUG] [MAG ] CRVL: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:44.866267] [DEBUG] [MAG ] VRA: Last date is validated at 2026-01-06 [2026-01-06T20:35:44.907617] [INFO ] [LOCAL ] CRVL: Saved forecast. [2026-01-06T20:35:44.907685] [INFO ] [main ] CRVL: Signal=1 (Conf=90.0%), Magnitude=0.21% (Conf=45.089%) [2026-01-06T20:35:44.907841] [INFO ] [main ] Fetching symbol history for RDY... [2026-01-06T20:35:44.907885] [DEBUG] [REMOTE ] RDY: Fetching historical data. [2026-01-06T20:35:44.908885] [INFO ] [main ] Progress: 148/407 forecasts completed (36.4%). CRVL finished in 0.7s. ETA: 44.5s. Rate: 349.17 forecasts/min [2026-01-06T20:35:44.920102] [DEBUG] [REMOTE ] RDY: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:44.920752] [DEBUG] [LOCAL ] Loaded configuration for RDY: 2 features, N/A% accuracy [2026-01-06T20:35:44.920800] [INFO ] [LOCAL ] RDY: Loaded 2 optimal features with 48.90% confidence from JSON config [2026-01-06T20:35:44.920831] [DEBUG] [MAG ] Building data for symbol: RDY with lookback: 0 [2026-01-06T20:35:44.921658] [DEBUG] [FEATURES ] DataBuilder: Executing 2 feature methods. [2026-01-06T20:35:44.921717] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-06T20:35:44.924086] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_session_pressure [2026-01-06T20:35:44.925162] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:44.950709] [DEBUG] [MAG ] AMN: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:45.039416] [DEBUG] [MAG ] VRA: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:45.062169] [INFO ] [LOCAL ] AMN: Saved forecast. [2026-01-06T20:35:45.062245] [INFO ] [main ] AMN: Signal=1 (Conf=90.0%), Magnitude=0.50% (Conf=46.496%) [2026-01-06T20:35:45.062800] [INFO ] [main ] Progress: 149/407 forecasts completed (36.6%). AMN finished in 0.7s. ETA: 44.3s. Rate: 349.41 forecasts/min [2026-01-06T20:35:45.062948] [INFO ] [main ] Fetching symbol history for NDAQ... [2026-01-06T20:35:45.062991] [DEBUG] [REMOTE ] NDAQ: Fetching historical data. [2026-01-06T20:35:45.076799] [DEBUG] [REMOTE ] NDAQ: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:45.078004] [DEBUG] [LOCAL ] Loaded configuration for NDAQ: 3 features, N/A% accuracy [2026-01-06T20:35:45.078063] [INFO ] [LOCAL ] NDAQ: Loaded 3 optimal features with 76.03% confidence from JSON config [2026-01-06T20:35:45.078096] [DEBUG] [MAG ] Building data for symbol: NDAQ with lookback: 0 [2026-01-06T20:35:45.078927] [DEBUG] [FEATURES ] DataBuilder: Executing 3 feature methods. [2026-01-06T20:35:45.078987] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_morning_composite [2026-01-06T20:35:45.079907] [DEBUG] [FEATURES ] DataBuilder: Executing add_shelf_lag [2026-01-06T20:35:45.081112] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_dispersion [2026-01-06T20:35:45.082564] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:45.101542] [INFO ] [LOCAL ] VRA: Saved forecast. [2026-01-06T20:35:45.101641] [INFO ] [main ] VRA: Signal=1 (Conf=90.0%), Magnitude=-1.03% (Conf=48.6692%) [2026-01-06T20:35:45.101804] [INFO ] [main ] Fetching symbol history for GGB... [2026-01-06T20:35:45.101850] [DEBUG] [REMOTE ] GGB: Fetching historical data. [2026-01-06T20:35:45.103385] [INFO ] [main ] Progress: 150/407 forecasts completed (36.9%). VRA finished in 0.8s. ETA: 43.9s. Rate: 351.20 forecasts/min [2026-01-06T20:35:45.114368] [DEBUG] [REMOTE ] GGB: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:45.116024] [DEBUG] [LOCAL ] Loaded configuration for GGB: 5 features, N/A% accuracy [2026-01-06T20:35:45.116078] [INFO ] [LOCAL ] GGB: Loaded 5 optimal features with 34.19% confidence from JSON config [2026-01-06T20:35:45.116110] [DEBUG] [MAG ] Building data for symbol: GGB with lookback: 0 [2026-01-06T20:35:45.116922] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-06T20:35:45.116996] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:35:45.122873] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:45.124771] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:35:45.125267] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:35:45.125676] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-06T20:35:45.125662] [DEBUG] [MAG ] CIB: Last date is validated at 2026-01-06 [2026-01-06T20:35:45.126406] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:45.274736] [DEBUG] [MAG ] RDY: Last date is validated at 2026-01-06 [2026-01-06T20:35:45.309688] [DEBUG] [MAG ] CIB: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:45.397419] [INFO ] [LOCAL ] CIB: Saved forecast. [2026-01-06T20:35:45.397489] [INFO ] [main ] CIB: Signal=1 (Conf=90.0%), Magnitude=0.37% (Conf=46.2185%) [2026-01-06T20:35:45.397853] [INFO ] [main ] Fetching symbol history for SOXX... [2026-01-06T20:35:45.397912] [DEBUG] [REMOTE ] SOXX: Fetching historical data. [2026-01-06T20:35:45.398895] [INFO ] [main ] Progress: 151/407 forecasts completed (37.1%). CIB finished in 0.6s. ETA: 43.9s. Rate: 349.51 forecasts/min [2026-01-06T20:35:45.409335] [DEBUG] [REMOTE ] SOXX: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:45.410295] [DEBUG] [LOCAL ] Loaded configuration for SOXX: 4 features, N/A% accuracy [2026-01-06T20:35:45.410357] [INFO ] [LOCAL ] SOXX: Loaded 4 optimal features with 56.94% confidence from JSON config [2026-01-06T20:35:45.410393] [DEBUG] [MAG ] Building data for symbol: SOXX with lookback: 0 [2026-01-06T20:35:45.411287] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-06T20:35:45.411351] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-06T20:35:45.412250] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-06T20:35:45.414832] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_fill_state [2026-01-06T20:35:45.428587] [DEBUG] [MAG ] NDAQ: Last date is validated at 2026-01-06 [2026-01-06T20:35:45.448678] [DEBUG] [MAG ] RDY: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:45.455659] [DEBUG] [FEATURES ] DataBuilder: Executing add_pct_change [2026-01-06T20:35:45.458318] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:45.487621] [DEBUG] [MAG ] GGB: Last date is validated at 2026-01-06 [2026-01-06T20:35:45.512411] [INFO ] [LOCAL ] RDY: Saved forecast. [2026-01-06T20:35:45.512481] [INFO ] [main ] RDY: Signal=1 (Conf=90.0%), Magnitude=-2.10% (Conf=48.8976%) [2026-01-06T20:35:45.512650] [INFO ] [main ] Fetching symbol history for TSLX... [2026-01-06T20:35:45.512695] [DEBUG] [REMOTE ] TSLX: Fetching historical data. [2026-01-06T20:35:45.514076] [INFO ] [main ] Progress: 152/407 forecasts completed (37.3%). RDY finished in 0.6s. ETA: 43.7s. Rate: 350.27 forecasts/min [2026-01-06T20:35:45.524879] [DEBUG] [REMOTE ] TSLX: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:45.526678] [DEBUG] [LOCAL ] Loaded configuration for TSLX: 7 features, N/A% accuracy [2026-01-06T20:35:45.526730] [INFO ] [LOCAL ] TSLX: Loaded 7 optimal features with 48.33% confidence from JSON config [2026-01-06T20:35:45.526762] [DEBUG] [MAG ] Building data for symbol: TSLX with lookback: 0 [2026-01-06T20:35:45.527751] [DEBUG] [FEATURES ] DataBuilder: Executing 7 feature methods. [2026-01-06T20:35:45.527812] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:35:45.533220] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:45.535005] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:35:45.535525] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:35:45.535992] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_resolution_state [2026-01-06T20:35:45.586198] [DEBUG] [FEATURES ] DataBuilder: Executing add_gaps [2026-01-06T20:35:45.587152] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_volatility_percentile [2026-01-06T20:35:45.597605] [DEBUG] [MAG ] NDAQ: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:45.664686] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:45.681758] [DEBUG] [MAG ] GGB: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:45.738997] [INFO ] [LOCAL ] GGB: Saved forecast. [2026-01-06T20:35:45.739068] [INFO ] [main ] GGB: Signal=1 (Conf=90.0%), Magnitude=-0.65% (Conf=34.1898%) [2026-01-06T20:35:45.739408] [INFO ] [main ] Fetching symbol history for BSCQ... [2026-01-06T20:35:45.739459] [DEBUG] [REMOTE ] BSCQ: Fetching historical data. [2026-01-06T20:35:45.739664] [INFO ] [main ] Progress: 153/407 forecasts completed (37.6%). GGB finished in 0.6s. ETA: 43.6s. Rate: 349.55 forecasts/min [2026-01-06T20:35:45.752641] [DEBUG] [REMOTE ] BSCQ: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:45.754363] [DEBUG] [LOCAL ] Loaded configuration for BSCQ: 53 features, N/A% accuracy [2026-01-06T20:35:45.754417] [INFO ] [LOCAL ] BSCQ: Loaded 53 optimal features with 13.53% confidence from JSON config [2026-01-06T20:35:45.754448] [DEBUG] [MAG ] Building data for symbol: BSCQ with lookback: 0 [2026-01-06T20:35:45.755276] [DEBUG] [FEATURES ] DataBuilder: Executing 53 feature methods. [2026-01-06T20:35:45.755529] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:35:45.760953] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:45.762723] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:35:45.763194] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:35:45.763807] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:35:45.764198] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-06T20:35:45.765101] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-06T20:35:45.765904] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-06T20:35:45.768234] [DEBUG] [FEATURES ] DataBuilder: Executing add_directional_consistency [2026-01-06T20:35:45.798208] [INFO ] [LOCAL ] NDAQ: Saved forecast. [2026-01-06T20:35:45.798279] [INFO ] [main ] NDAQ: Signal=1 (Conf=90.0%), Magnitude=0.03% (Conf=76.025%) [2026-01-06T20:35:45.798435] [INFO ] [main ] Fetching symbol history for TEM... [2026-01-06T20:35:45.798479] [DEBUG] [REMOTE ] TEM: Fetching historical data. [2026-01-06T20:35:45.799669] [INFO ] [main ] Progress: 154/407 forecasts completed (37.8%). NDAQ finished in 0.7s. ETA: 43.2s. Rate: 351.03 forecasts/min [2026-01-06T20:35:45.810944] [DEBUG] [REMOTE ] TEM: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:45.812955] [DEBUG] [LOCAL ] Loaded configuration for TEM: 6 features, N/A% accuracy [2026-01-06T20:35:45.813019] [INFO ] [LOCAL ] TEM: Loaded 6 optimal features with 58.20% confidence from JSON config [2026-01-06T20:35:45.813052] [DEBUG] [MAG ] Building data for symbol: TEM with lookback: 0 [2026-01-06T20:35:45.813924] [DEBUG] [FEATURES ] DataBuilder: Executing 6 feature methods. [2026-01-06T20:35:45.813987] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:45.815695] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:35:45.816213] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:35:45.816629] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_morning_composite [2026-01-06T20:35:45.816845] [DEBUG] [MAG ] SOXX: Last date is validated at 2026-01-06 [2026-01-06T20:35:45.817778] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_skewness_proxies [2026-01-06T20:35:45.819131] [DEBUG] [FEATURES ] DataBuilder: Executing add_preclose_acceleration_mag [2026-01-06T20:35:45.820180] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:45.894505] [DEBUG] [FEATURES ] DataBuilder: Executing add_fullday_parkinson_range [2026-01-06T20:35:45.896893] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_fill_state [2026-01-06T20:35:45.936469] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_morning_composite [2026-01-06T20:35:45.937502] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_resolution_state [2026-01-06T20:35:45.977866] [DEBUG] [FEATURES ] DataBuilder: Executing add_gaps [2026-01-06T20:35:45.978734] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_skewness_proxies [2026-01-06T20:35:45.980042] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_volatility_percentile [2026-01-06T20:35:45.991409] [DEBUG] [MAG ] SOXX: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:46.017996] [DEBUG] [MAG ] TSLX: Last date is validated at 2026-01-06 [2026-01-06T20:35:46.057875] [DEBUG] [FEATURES ] DataBuilder: Executing add_last_hour_momentum_mag [2026-01-06T20:35:46.058859] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_day_volatility [2026-01-06T20:35:46.060816] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_hour_microstructure [2026-01-06T20:35:46.064047] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_session_pressure [2026-01-06T20:35:46.065157] [DEBUG] [FEATURES ] DataBuilder: Executing add_micro_gap_fill_velocity [2026-01-06T20:35:46.067193] [DEBUG] [FEATURES ] DataBuilder: Executing add_morning_followthrough_mag_T0 [2026-01-06T20:35:46.067984] [DEBUG] [FEATURES ] DataBuilder: Executing add_morning_range_expansion [2026-01-06T20:35:46.072401] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_11_elasticity [2026-01-06T20:35:46.073636] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_reversal_intensity [2026-01-06T20:35:46.075013] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_vs_close_liquidity_ratio [2026-01-06T20:35:46.076602] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_vs_prev_range_position [2026-01-06T20:35:46.079946] [DEBUG] [FEATURES ] DataBuilder: Executing add_overnight_gap_amplitude [2026-01-06T20:35:46.080840] [DEBUG] [FEATURES ] DataBuilder: Executing add_overnight_gap_mag [2026-01-06T20:35:46.081737] [DEBUG] [FEATURES ] DataBuilder: Executing add_pct_change [2026-01-06T20:35:46.083957] [DEBUG] [FEATURES ] DataBuilder: Executing add_preclose_acceleration_mag [2026-01-06T20:35:46.085479] [DEBUG] [FEATURES ] DataBuilder: Executing add_prev_1100_to_open [2026-01-06T20:35:46.086267] [DEBUG] [FEATURES ] DataBuilder: Executing add_prev_close_to_1100 [2026-01-06T20:35:46.087025] [DEBUG] [FEATURES ] DataBuilder: Executing add_prev_close_to_open [2026-01-06T20:35:46.087757] [DEBUG] [FEATURES ] DataBuilder: Executing add_prior_day_tail_pressure [2026-01-06T20:35:46.091053] [DEBUG] [FEATURES ] DataBuilder: Executing add_prior_mag_lag [2026-01-06T20:35:46.092727] [DEBUG] [FEATURES ] DataBuilder: Executing add_range_overlap_v_prior_day [2026-01-06T20:35:46.095219] [DEBUG] [FEATURES ] DataBuilder: Executing add_range_volume_efficiency [2026-01-06T20:35:46.097856] [DEBUG] [FEATURES ] DataBuilder: Executing add_range_volume_efficiency_refinements [2026-01-06T20:35:46.102241] [DEBUG] [FEATURES ] DataBuilder: Executing add_regime [2026-01-06T20:35:46.121374] [DEBUG] [FEATURES ] DataBuilder: Executing add_regime_flags [2026-01-06T20:35:46.122671] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_pressure_into_close [2026-01-06T20:35:46.124741] [DEBUG] [FEATURES ] DataBuilder: Executing add_return_volume_nonlinearity_proxies [2026-01-06T20:35:46.125489] [DEBUG] [FEATURES ] DataBuilder: Executing add_shelf_lag [2026-01-06T20:35:46.127187] [DEBUG] [FEATURES ] DataBuilder: Executing add_signed_carry_history_11 [2026-01-06T20:35:46.129281] [DEBUG] [FEATURES ] DataBuilder: Executing add_sma_ratio [2026-01-06T20:35:46.130654] [DEBUG] [FEATURES ] DataBuilder: Executing add_vol_of_vol [2026-01-06T20:35:46.131087] [INFO ] [LOCAL ] SOXX: Saved forecast. [2026-01-06T20:35:46.131171] [INFO ] [main ] SOXX: Signal=1 (Conf=90.0%), Magnitude=3.65% (Conf=56.9366%) [2026-01-06T20:35:46.131732] [INFO ] [main ] Fetching symbol history for CHSCL... [2026-01-06T20:35:46.131786] [DEBUG] [REMOTE ] CHSCL: Fetching historical data. [2026-01-06T20:35:46.132140] [DEBUG] [FEATURES ] DataBuilder: Executing add_volatility_decay_ratio [2026-01-06T20:35:46.132882] [INFO ] [main ] Progress: 155/407 forecasts completed (38.1%). SOXX finished in 0.7s. ETA: 43.3s. Rate: 348.89 forecasts/min [2026-01-06T20:35:46.133828] [DEBUG] [FEATURES ] DataBuilder: Executing add_volatility_state_percentiles [2026-01-06T20:35:46.136279] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_dispersion [2026-01-06T20:35:46.138128] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_flow_differentials [2026-01-06T20:35:46.141298] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_zscore [2026-01-06T20:35:46.143346] [DEBUG] [FEATURES ] DataBuilder: Executing add_vwap_deviations [2026-01-06T20:35:46.143479] [DEBUG] [REMOTE ] CHSCL: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:46.144768] [DEBUG] [LOCAL ] Loaded configuration for CHSCL: 3 features, N/A% accuracy [2026-01-06T20:35:46.144920] [INFO ] [LOCAL ] CHSCL: Loaded 3 optimal features with 51.46% confidence from JSON config [2026-01-06T20:35:46.144959] [DEBUG] [MAG ] Building data for symbol: CHSCL with lookback: 0 [2026-01-06T20:35:46.146148] [DEBUG] [FEATURES ] DataBuilder: Executing 3 feature methods. [2026-01-06T20:35:46.146211] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:35:46.150319] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:46.151608] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-06T20:35:46.152728] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-06T20:35:46.155229] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:46.168350] [DEBUG] [MAG ] TEM: Last date is validated at 2026-01-06 [2026-01-06T20:35:46.199838] [DEBUG] [MAG ] TSLX: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:46.270844] [INFO ] [LOCAL ] TSLX: Saved forecast. [2026-01-06T20:35:46.270913] [INFO ] [main ] TSLX: Signal=1 (Conf=90.0%), Magnitude=-3.25% (Conf=48.3251%) [2026-01-06T20:35:46.271071] [INFO ] [main ] Fetching symbol history for POWI... [2026-01-06T20:35:46.271115] [DEBUG] [REMOTE ] POWI: Fetching historical data. [2026-01-06T20:35:46.272305] [INFO ] [main ] Progress: 156/407 forecasts completed (38.3%). TSLX finished in 0.8s. ETA: 43.1s. Rate: 349.31 forecasts/min [2026-01-06T20:35:46.283702] [DEBUG] [REMOTE ] POWI: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:46.285012] [DEBUG] [LOCAL ] Loaded configuration for POWI: 5 features, N/A% accuracy [2026-01-06T20:35:46.285070] [INFO ] [LOCAL ] POWI: Loaded 5 optimal features with 59.16% confidence from JSON config [2026-01-06T20:35:46.285110] [DEBUG] [MAG ] Building data for symbol: POWI with lookback: 0 [2026-01-06T20:35:46.285967] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-06T20:35:46.286030] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:46.288133] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:35:46.289182] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:35:46.289635] [DEBUG] [FEATURES ] DataBuilder: Executing add_range_overlap_v_prior_day [2026-01-06T20:35:46.292154] [DEBUG] [FEATURES ] DataBuilder: Executing add_regime [2026-01-06T20:35:46.312062] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:46.340939] [DEBUG] [MAG ] TEM: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:46.455825] [INFO ] [LOCAL ] TEM: Saved forecast. [2026-01-06T20:35:46.455892] [INFO ] [main ] TEM: Signal=1 (Conf=90.0%), Magnitude=10.22% (Conf=58.1967%) [2026-01-06T20:35:46.456227] [INFO ] [main ] Fetching symbol history for TCPC... [2026-01-06T20:35:46.456278] [DEBUG] [REMOTE ] TCPC: Fetching historical data. [2026-01-06T20:35:46.456741] [INFO ] [main ] Progress: 157/407 forecasts completed (38.6%). TEM finished in 0.7s. ETA: 43.0s. Rate: 349.15 forecasts/min [2026-01-06T20:35:46.468542] [DEBUG] [REMOTE ] TCPC: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:46.471452] [DEBUG] [LOCAL ] Loaded configuration for TCPC: 5 features, N/A% accuracy [2026-01-06T20:35:46.471506] [INFO ] [LOCAL ] TCPC: Loaded 5 optimal features with 51.44% confidence from JSON config [2026-01-06T20:35:46.471537] [DEBUG] [MAG ] Building data for symbol: TCPC with lookback: 0 [2026-01-06T20:35:46.472323] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-06T20:35:46.472384] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:35:46.477109] [DEBUG] [FEATURES ] DataBuilder: Executing add_fullday_parkinson_range [2026-01-06T20:35:46.478834] [DEBUG] [FEATURES ] DataBuilder: Executing add_last_hour_momentum_mag [2026-01-06T20:35:46.479461] [DEBUG] [FEATURES ] DataBuilder: Executing add_range_volume_efficiency [2026-01-06T20:35:46.481569] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:46.483229] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:46.509700] [DEBUG] [MAG ] BSCQ: Last date is validated at 2026-01-06 [2026-01-06T20:35:46.524875] [DEBUG] [MAG ] CHSCL: Last date is validated at 2026-01-06 [2026-01-06T20:35:46.675458] [DEBUG] [MAG ] POWI: Last date is validated at 2026-01-06 [2026-01-06T20:35:46.679316] [DEBUG] [MAG ] BSCQ: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:46.698139] [DEBUG] [MAG ] CHSCL: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:46.755236] [INFO ] [LOCAL ] CHSCL: Saved forecast. [2026-01-06T20:35:46.755311] [INFO ] [main ] CHSCL: Signal=1 (Conf=90.0%), Magnitude=0.23% (Conf=51.456%) [2026-01-06T20:35:46.755665] [INFO ] [main ] Fetching symbol history for QQQJ... [2026-01-06T20:35:46.755719] [DEBUG] [REMOTE ] QQQJ: Fetching historical data. [2026-01-06T20:35:46.756565] [INFO ] [main ] Progress: 158/407 forecasts completed (38.8%). CHSCL finished in 0.6s. ETA: 43.0s. Rate: 347.51 forecasts/min [2026-01-06T20:35:46.767062] [DEBUG] [REMOTE ] QQQJ: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:46.768228] [DEBUG] [LOCAL ] Loaded configuration for QQQJ: 4 features, N/A% accuracy [2026-01-06T20:35:46.768282] [INFO ] [LOCAL ] QQQJ: Loaded 4 optimal features with 49.25% confidence from JSON config [2026-01-06T20:35:46.768315] [DEBUG] [MAG ] Building data for symbol: QQQJ with lookback: 0 [2026-01-06T20:35:46.769159] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-06T20:35:46.769222] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:46.771011] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:35:46.771553] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:35:46.772031] [DEBUG] [FEATURES ] DataBuilder: Executing add_vwap_deviations [2026-01-06T20:35:46.778026] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:46.824083] [DEBUG] [MAG ] TCPC: Last date is validated at 2026-01-06 [2026-01-06T20:35:46.862896] [DEBUG] [MAG ] POWI: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:46.947714] [INFO ] [LOCAL ] BSCQ: Saved forecast. [2026-01-06T20:35:46.947793] [INFO ] [main ] BSCQ: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=13.5335%) [2026-01-06T20:35:46.948153] [INFO ] [main ] Fetching symbol history for EXPD... [2026-01-06T20:35:46.948207] [DEBUG] [REMOTE ] EXPD: Fetching historical data. [2026-01-06T20:35:46.948662] [INFO ] [main ] Progress: 159/407 forecasts completed (39.1%). BSCQ finished in 1.2s. ETA: 42.8s. Rate: 347.27 forecasts/min [2026-01-06T20:35:46.961134] [DEBUG] [REMOTE ] EXPD: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:46.962225] [DEBUG] [LOCAL ] Loaded configuration for EXPD: 4 features, N/A% accuracy [2026-01-06T20:35:46.962279] [INFO ] [LOCAL ] EXPD: Loaded 4 optimal features with 55.94% confidence from JSON config [2026-01-06T20:35:46.962312] [DEBUG] [MAG ] Building data for symbol: EXPD with lookback: 0 [2026-01-06T20:35:46.963125] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-06T20:35:46.963187] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:46.965107] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:35:46.965679] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:35:46.966120] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-06T20:35:46.968683] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:46.968871] [INFO ] [LOCAL ] POWI: Saved forecast. [2026-01-06T20:35:46.968949] [INFO ] [main ] POWI: Signal=1 (Conf=90.0%), Magnitude=-3.36% (Conf=59.1634%) [2026-01-06T20:35:46.969112] [INFO ] [main ] Fetching symbol history for TERN... [2026-01-06T20:35:46.969160] [DEBUG] [REMOTE ] TERN: Fetching historical data. [2026-01-06T20:35:46.969856] [INFO ] [main ] Progress: 160/407 forecasts completed (39.3%). POWI finished in 0.7s. ETA: 42.4s. Rate: 349.18 forecasts/min [2026-01-06T20:35:46.981613] [DEBUG] [REMOTE ] TERN: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:46.982456] [DEBUG] [LOCAL ] Loaded configuration for TERN: 5 features, N/A% accuracy [2026-01-06T20:35:46.982514] [INFO ] [LOCAL ] TERN: Loaded 5 optimal features with 57.09% confidence from JSON config [2026-01-06T20:35:46.982546] [DEBUG] [MAG ] Building data for symbol: TERN with lookback: 0 [2026-01-06T20:35:46.983342] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-06T20:35:46.983404] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:35:46.988195] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_reversal_intensity [2026-01-06T20:35:46.989566] [DEBUG] [FEATURES ] DataBuilder: Executing add_prior_day_tail_pressure [2026-01-06T20:35:46.992291] [DEBUG] [FEATURES ] DataBuilder: Executing add_regime [2026-01-06T20:35:46.995769] [DEBUG] [MAG ] TCPC: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:47.006607] [DEBUG] [FEATURES ] DataBuilder: Executing add_signed_carry_history_11 [2026-01-06T20:35:47.008254] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:47.057242] [INFO ] [LOCAL ] TCPC: Saved forecast. [2026-01-06T20:35:47.057313] [INFO ] [main ] TCPC: Signal=1 (Conf=90.0%), Magnitude=0.46% (Conf=51.4396%) [2026-01-06T20:35:47.057668] [INFO ] [main ] Fetching symbol history for FDUS... [2026-01-06T20:35:47.057720] [DEBUG] [REMOTE ] FDUS: Fetching historical data. [2026-01-06T20:35:47.058656] [INFO ] [main ] Progress: 161/407 forecasts completed (39.6%). TCPC finished in 0.6s. ETA: 42.1s. Rate: 350.23 forecasts/min [2026-01-06T20:35:47.069538] [DEBUG] [REMOTE ] FDUS: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:47.070616] [DEBUG] [LOCAL ] Loaded configuration for FDUS: 3 features, N/A% accuracy [2026-01-06T20:35:47.070668] [INFO ] [LOCAL ] FDUS: Loaded 3 optimal features with 56.33% confidence from JSON config [2026-01-06T20:35:47.070699] [DEBUG] [MAG ] Building data for symbol: FDUS with lookback: 0 [2026-01-06T20:35:47.071460] [DEBUG] [FEATURES ] DataBuilder: Executing 3 feature methods. [2026-01-06T20:35:47.073135] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:47.076430] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:35:47.076967] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_skewness_proxies [2026-01-06T20:35:47.078220] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:47.129228] [DEBUG] [MAG ] QQQJ: Last date is validated at 2026-01-06 [2026-01-06T20:35:47.299179] [DEBUG] [MAG ] QQQJ: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:47.321555] [DEBUG] [MAG ] EXPD: Last date is validated at 2026-01-06 [2026-01-06T20:35:47.370181] [INFO ] [LOCAL ] QQQJ: Saved forecast. [2026-01-06T20:35:47.370249] [INFO ] [main ] QQQJ: Signal=1 (Conf=90.0%), Magnitude=-0.13% (Conf=49.2488%) [2026-01-06T20:35:47.370625] [INFO ] [main ] Fetching symbol history for SWIM... [2026-01-06T20:35:47.371002] [DEBUG] [REMOTE ] SWIM: Fetching historical data. [2026-01-06T20:35:47.371653] [INFO ] [main ] Progress: 162/407 forecasts completed (39.8%). QQQJ finished in 0.6s. ETA: 42.2s. Rate: 348.45 forecasts/min [2026-01-06T20:35:47.383680] [DEBUG] [REMOTE ] SWIM: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:47.384957] [DEBUG] [LOCAL ] Loaded configuration for SWIM: 5 features, N/A% accuracy [2026-01-06T20:35:47.385012] [INFO ] [LOCAL ] SWIM: Loaded 5 optimal features with 58.73% confidence from JSON config [2026-01-06T20:35:47.385044] [DEBUG] [MAG ] Building data for symbol: SWIM with lookback: 0 [2026-01-06T20:35:47.386060] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-06T20:35:47.386123] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:47.387830] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:35:47.388354] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:35:47.388840] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:35:47.389247] [DEBUG] [FEATURES ] DataBuilder: Executing add_morning_range_expansion [2026-01-06T20:35:47.393987] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:47.431605] [DEBUG] [MAG ] TERN: Last date is validated at 2026-01-06 [2026-01-06T20:35:47.489741] [DEBUG] [MAG ] FDUS: Last date is validated at 2026-01-06 [2026-01-06T20:35:47.492378] [DEBUG] [MAG ] EXPD: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:47.613238] [DEBUG] [MAG ] TERN: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:47.616503] [INFO ] [LOCAL ] EXPD: Saved forecast. [2026-01-06T20:35:47.616595] [INFO ] [main ] EXPD: Signal=1 (Conf=90.0%), Magnitude=1.16% (Conf=55.9392%) [2026-01-06T20:35:47.616762] [INFO ] [main ] Fetching symbol history for CMTL... [2026-01-06T20:35:47.616808] [DEBUG] [REMOTE ] CMTL: Fetching historical data. [2026-01-06T20:35:47.617895] [INFO ] [main ] Progress: 163/407 forecasts completed (40.0%). EXPD finished in 0.7s. ETA: 42.1s. Rate: 347.54 forecasts/min [2026-01-06T20:35:47.628933] [DEBUG] [REMOTE ] CMTL: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:47.629796] [DEBUG] [LOCAL ] Loaded configuration for CMTL: 4 features, N/A% accuracy [2026-01-06T20:35:47.629848] [INFO ] [LOCAL ] CMTL: Loaded 4 optimal features with 63.50% confidence from JSON config [2026-01-06T20:35:47.629879] [DEBUG] [MAG ] Building data for symbol: CMTL with lookback: 0 [2026-01-06T20:35:47.630677] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-06T20:35:47.630737] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:35:47.635605] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-06T20:35:47.636401] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_day_volatility [2026-01-06T20:35:47.638099] [DEBUG] [FEATURES ] DataBuilder: Executing add_morning_range_expansion [2026-01-06T20:35:47.643069] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:47.663804] [DEBUG] [MAG ] FDUS: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:47.727895] [INFO ] [LOCAL ] FDUS: Saved forecast. [2026-01-06T20:35:47.727981] [INFO ] [main ] FDUS: Signal=1 (Conf=90.0%), Magnitude=0.10% (Conf=56.3299%) [2026-01-06T20:35:47.728147] [INFO ] [main ] Fetching symbol history for ASH... [2026-01-06T20:35:47.728194] [DEBUG] [REMOTE ] ASH: Fetching historical data. [2026-01-06T20:35:47.729672] [INFO ] [main ] Progress: 164/407 forecasts completed (40.3%). FDUS finished in 0.7s. ETA: 41.9s. Rate: 348.29 forecasts/min [2026-01-06T20:35:47.731294] [INFO ] [LOCAL ] TERN: Saved forecast. [2026-01-06T20:35:47.731366] [INFO ] [main ] TERN: Signal=1 (Conf=90.0%), Magnitude=2.37% (Conf=57.0941%) [2026-01-06T20:35:47.731546] [INFO ] [main ] Fetching symbol history for LEA... [2026-01-06T20:35:47.731617] [DEBUG] [REMOTE ] LEA: Fetching historical data. [2026-01-06T20:35:47.732623] [INFO ] [main ] Progress: 165/407 forecasts completed (40.5%). TERN finished in 0.8s. ETA: 41.4s. Rate: 350.37 forecasts/min [2026-01-06T20:35:47.741220] [DEBUG] [REMOTE ] ASH: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:47.742269] [DEBUG] [LOCAL ] Loaded configuration for ASH: 1 features, N/A% accuracy [2026-01-06T20:35:47.742513] [INFO ] [LOCAL ] ASH: Loaded 1 optimal features with 39.98% confidence from JSON config [2026-01-06T20:35:47.742545] [DEBUG] [MAG ] Building data for symbol: ASH with lookback: 0 [2026-01-06T20:35:47.743375] [DEBUG] [FEATURES ] DataBuilder: Executing 1 feature methods. [2026-01-06T20:35:47.743436] [DEBUG] [FEATURES ] DataBuilder: Executing add_range_volume_efficiency [2026-01-06T20:35:47.745809] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:47.746001] [DEBUG] [REMOTE ] LEA: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:47.747324] [DEBUG] [LOCAL ] Loaded configuration for LEA: 5 features, N/A% accuracy [2026-01-06T20:35:47.747611] [INFO ] [LOCAL ] LEA: Loaded 5 optimal features with 37.24% confidence from JSON config [2026-01-06T20:35:47.747661] [DEBUG] [MAG ] Building data for symbol: LEA with lookback: 0 [2026-01-06T20:35:47.748723] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-06T20:35:47.748817] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_session_pressure [2026-01-06T20:35:47.749911] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_reversal_intensity [2026-01-06T20:35:47.750779] [DEBUG] [MAG ] SWIM: Last date is validated at 2026-01-06 [2026-01-06T20:35:47.751602] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_vs_prev_range_position [2026-01-06T20:35:47.755337] [DEBUG] [FEATURES ] DataBuilder: Executing add_overnight_gap_mag [2026-01-06T20:35:47.756351] [DEBUG] [FEATURES ] DataBuilder: Executing add_prior_mag_lag [2026-01-06T20:35:47.758369] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:47.916415] [DEBUG] [MAG ] SWIM: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:47.980870] [INFO ] [LOCAL ] SWIM: Saved forecast. [2026-01-06T20:35:47.980942] [INFO ] [main ] SWIM: Signal=1 (Conf=90.0%), Magnitude=1.78% (Conf=58.7252%) [2026-01-06T20:35:47.981270] [INFO ] [main ] Fetching symbol history for EXP... [2026-01-06T20:35:47.981320] [DEBUG] [REMOTE ] EXP: Fetching historical data. [2026-01-06T20:35:47.981693] [INFO ] [main ] Progress: 166/407 forecasts completed (40.8%). SWIM finished in 0.6s. ETA: 41.4s. Rate: 349.42 forecasts/min [2026-01-06T20:35:47.992593] [DEBUG] [REMOTE ] EXP: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:47.993898] [DEBUG] [LOCAL ] Loaded configuration for EXP: 0 features, N/A% accuracy [2026-01-06T20:35:47.993952] [INFO ] [LOCAL ] EXP: Loaded 0 optimal features with 51.99% confidence from JSON config [2026-01-06T20:35:47.993983] [DEBUG] [MAG ] Building data for symbol: EXP with lookback: 0 [2026-01-06T20:35:47.994767] [DEBUG] [FEATURES ] DataBuilder: Empty feature list provided, returning after step 3 (no features). [2026-01-06T20:35:48.035843] [DEBUG] [MAG ] CMTL: Last date is validated at 2026-01-06 [2026-01-06T20:35:48.095850] [DEBUG] [MAG ] ASH: Last date is validated at 2026-01-06 [2026-01-06T20:35:48.133390] [DEBUG] [MAG ] LEA: Last date is validated at 2026-01-06 [2026-01-06T20:35:48.217740] [DEBUG] [MAG ] CMTL: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:48.273338] [DEBUG] [MAG ] ASH: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:48.287732] [INFO ] [LOCAL ] CMTL: Saved forecast. [2026-01-06T20:35:48.287805] [INFO ] [main ] CMTL: Signal=1 (Conf=90.0%), Magnitude=24.08% (Conf=63.4976%) [2026-01-06T20:35:48.287966] [INFO ] [main ] Fetching symbol history for MGNI... [2026-01-06T20:35:48.288011] [DEBUG] [REMOTE ] MGNI: Fetching historical data. [2026-01-06T20:35:48.289402] [INFO ] [main ] Progress: 167/407 forecasts completed (41.0%). CMTL finished in 0.7s. ETA: 41.4s. Rate: 347.77 forecasts/min [2026-01-06T20:35:48.300357] [DEBUG] [MAG ] LEA: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:48.300417] [DEBUG] [REMOTE ] MGNI: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:48.301552] [DEBUG] [LOCAL ] Loaded configuration for MGNI: 2 features, N/A% accuracy [2026-01-06T20:35:48.301626] [INFO ] [LOCAL ] MGNI: Loaded 2 optimal features with 58.05% confidence from JSON config [2026-01-06T20:35:48.301661] [DEBUG] [MAG ] Building data for symbol: MGNI with lookback: 0 [2026-01-06T20:35:48.302568] [DEBUG] [FEATURES ] DataBuilder: Executing 2 feature methods. [2026-01-06T20:35:48.302649] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:35:48.308092] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-06T20:35:48.309293] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:48.336437] [DEBUG] [MAG ] EXP: Last date is validated at 2026-01-06 [2026-01-06T20:35:48.370848] [INFO ] [LOCAL ] ASH: Saved forecast. [2026-01-06T20:35:48.370914] [INFO ] [main ] ASH: Signal=1 (Conf=90.0%), Magnitude=2.00% (Conf=39.9818%) [2026-01-06T20:35:48.371277] [INFO ] [main ] Fetching symbol history for FTSM... [2026-01-06T20:35:48.371328] [DEBUG] [REMOTE ] FTSM: Fetching historical data. [2026-01-06T20:35:48.371662] [INFO ] [main ] Progress: 168/407 forecasts completed (41.3%). ASH finished in 0.6s. ETA: 41.1s. Rate: 348.85 forecasts/min [2026-01-06T20:35:48.383306] [DEBUG] [REMOTE ] FTSM: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:48.384409] [DEBUG] [LOCAL ] Loaded configuration for FTSM: 50 features, N/A% accuracy [2026-01-06T20:35:48.384466] [INFO ] [LOCAL ] FTSM: Loaded 50 optimal features with 14.50% confidence from JSON config [2026-01-06T20:35:48.384498] [DEBUG] [MAG ] Building data for symbol: FTSM with lookback: 0 [2026-01-06T20:35:48.385280] [DEBUG] [FEATURES ] DataBuilder: Executing 50 feature methods. [2026-01-06T20:35:48.385377] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:35:48.390221] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:48.392001] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:35:48.392490] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:35:48.392939] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:35:48.393328] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-06T20:35:48.394070] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-06T20:35:48.394866] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-06T20:35:48.397196] [DEBUG] [FEATURES ] DataBuilder: Executing add_directional_consistency [2026-01-06T20:35:48.402297] [INFO ] [LOCAL ] LEA: Saved forecast. [2026-01-06T20:35:48.402365] [INFO ] [main ] LEA: Signal=1 (Conf=90.0%), Magnitude=-0.73% (Conf=37.2419%) [2026-01-06T20:35:48.402525] [INFO ] [main ] Fetching symbol history for WLDS... [2026-01-06T20:35:48.402585] [DEBUG] [REMOTE ] WLDS: Fetching historical data. [2026-01-06T20:35:48.403658] [INFO ] [main ] Progress: 169/407 forecasts completed (41.5%). LEA finished in 0.7s. ETA: 40.7s. Rate: 350.54 forecasts/min [2026-01-06T20:35:48.414442] [DEBUG] [REMOTE ] WLDS: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:48.415331] [DEBUG] [LOCAL ] Loaded configuration for WLDS: 2 features, N/A% accuracy [2026-01-06T20:35:48.415383] [INFO ] [LOCAL ] WLDS: Loaded 2 optimal features with 46.25% confidence from JSON config [2026-01-06T20:35:48.415414] [DEBUG] [MAG ] Building data for symbol: WLDS with lookback: 0 [2026-01-06T20:35:48.416212] [DEBUG] [FEATURES ] DataBuilder: Executing 2 feature methods. [2026-01-06T20:35:48.416271] [DEBUG] [FEATURES ] DataBuilder: Executing add_morning_range_expansion [2026-01-06T20:35:48.420476] [DEBUG] [FEATURES ] DataBuilder: Executing add_pct_change [2026-01-06T20:35:48.422528] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:48.509854] [DEBUG] [MAG ] EXP: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:48.513230] [DEBUG] [FEATURES ] DataBuilder: Executing add_fullday_parkinson_range [2026-01-06T20:35:48.515483] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_fill_state [2026-01-06T20:35:48.554567] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_morning_composite [2026-01-06T20:35:48.555799] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_resolution_state [2026-01-06T20:35:48.599811] [DEBUG] [FEATURES ] DataBuilder: Executing add_gaps [2026-01-06T20:35:48.600738] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_skewness_proxies [2026-01-06T20:35:48.601945] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_volatility_percentile [2026-01-06T20:35:48.626630] [INFO ] [LOCAL ] EXP: Saved forecast. [2026-01-06T20:35:48.626699] [INFO ] [main ] EXP: Signal=1 (Conf=90.0%), Magnitude=2.23% (Conf=51.9851%) [2026-01-06T20:35:48.627025] [INFO ] [main ] Fetching symbol history for INSG... [2026-01-06T20:35:48.627075] [DEBUG] [REMOTE ] INSG: Fetching historical data. [2026-01-06T20:35:48.627657] [INFO ] [main ] Progress: 170/407 forecasts completed (41.8%). EXP finished in 0.6s. ETA: 40.6s. Rate: 349.91 forecasts/min [2026-01-06T20:35:48.639310] [DEBUG] [REMOTE ] INSG: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:48.640532] [DEBUG] [LOCAL ] Loaded configuration for INSG: 6 features, N/A% accuracy [2026-01-06T20:35:48.640606] [INFO ] [LOCAL ] INSG: Loaded 6 optimal features with 58.26% confidence from JSON config [2026-01-06T20:35:48.640640] [DEBUG] [MAG ] Building data for symbol: INSG with lookback: 0 [2026-01-06T20:35:48.641403] [DEBUG] [FEATURES ] DataBuilder: Executing 6 feature methods. [2026-01-06T20:35:48.641465] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:48.643150] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:35:48.643681] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:35:48.644118] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-06T20:35:48.644889] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-06T20:35:48.645712] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_zscore [2026-01-06T20:35:48.647323] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:48.680026] [DEBUG] [FEATURES ] DataBuilder: Executing add_last_hour_momentum_mag [2026-01-06T20:35:48.681133] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_day_volatility [2026-01-06T20:35:48.683170] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_hour_microstructure [2026-01-06T20:35:48.684108] [DEBUG] [MAG ] MGNI: Last date is validated at 2026-01-06 [2026-01-06T20:35:48.686274] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_session_pressure [2026-01-06T20:35:48.687791] [DEBUG] [FEATURES ] DataBuilder: Executing add_micro_gap_fill_velocity [2026-01-06T20:35:48.689969] [DEBUG] [FEATURES ] DataBuilder: Executing add_morning_followthrough_mag_T0 [2026-01-06T20:35:48.690864] [DEBUG] [FEATURES ] DataBuilder: Executing add_morning_range_expansion [2026-01-06T20:35:48.695656] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_11_elasticity [2026-01-06T20:35:48.696847] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_reversal_intensity [2026-01-06T20:35:48.698165] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_vs_close_liquidity_ratio [2026-01-06T20:35:48.699740] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_vs_prev_range_position [2026-01-06T20:35:48.702804] [DEBUG] [FEATURES ] DataBuilder: Executing add_overnight_gap_amplitude [2026-01-06T20:35:48.703463] [DEBUG] [FEATURES ] DataBuilder: Executing add_overnight_gap_mag [2026-01-06T20:35:48.704185] [DEBUG] [FEATURES ] DataBuilder: Executing add_pct_change [2026-01-06T20:35:48.706745] [DEBUG] [FEATURES ] DataBuilder: Executing add_preclose_acceleration_mag [2026-01-06T20:35:48.707894] [DEBUG] [FEATURES ] DataBuilder: Executing add_prev_1100_to_open [2026-01-06T20:35:48.708678] [DEBUG] [FEATURES ] DataBuilder: Executing add_prev_close_to_1100 [2026-01-06T20:35:48.709481] [DEBUG] [FEATURES ] DataBuilder: Executing add_prev_close_to_open [2026-01-06T20:35:48.710200] [DEBUG] [FEATURES ] DataBuilder: Executing add_prior_day_tail_pressure [2026-01-06T20:35:48.713187] [DEBUG] [FEATURES ] DataBuilder: Executing add_prior_mag_lag [2026-01-06T20:35:48.715062] [DEBUG] [FEATURES ] DataBuilder: Executing add_range_overlap_v_prior_day [2026-01-06T20:35:48.717728] [DEBUG] [FEATURES ] DataBuilder: Executing add_range_volume_efficiency [2026-01-06T20:35:48.720242] [DEBUG] [FEATURES ] DataBuilder: Executing add_range_volume_efficiency_refinements [2026-01-06T20:35:48.724335] [DEBUG] [FEATURES ] DataBuilder: Executing add_regime [2026-01-06T20:35:48.742513] [DEBUG] [FEATURES ] DataBuilder: Executing add_regime_flags [2026-01-06T20:35:48.743876] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_pressure_into_close [2026-01-06T20:35:48.745705] [DEBUG] [FEATURES ] DataBuilder: Executing add_return_volume_nonlinearity_proxies [2026-01-06T20:35:48.746568] [DEBUG] [FEATURES ] DataBuilder: Executing add_shelf_lag [2026-01-06T20:35:48.748500] [DEBUG] [FEATURES ] DataBuilder: Executing add_signed_carry_history_11 [2026-01-06T20:35:48.750508] [DEBUG] [FEATURES ] DataBuilder: Executing add_sma_ratio [2026-01-06T20:35:48.751505] [DEBUG] [FEATURES ] DataBuilder: Executing add_vol_of_vol [2026-01-06T20:35:48.752783] [DEBUG] [FEATURES ] DataBuilder: Executing add_volatility_decay_ratio [2026-01-06T20:35:48.754234] [DEBUG] [FEATURES ] DataBuilder: Executing add_volatility_state_percentiles [2026-01-06T20:35:48.756977] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_dispersion [2026-01-06T20:35:48.758688] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:48.783800] [DEBUG] [MAG ] WLDS: Last date is validated at 2026-01-06 [2026-01-06T20:35:48.873184] [DEBUG] [MAG ] MGNI: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:48.957070] [INFO ] [LOCAL ] MGNI: Saved forecast. [2026-01-06T20:35:48.957151] [INFO ] [main ] MGNI: Signal=1 (Conf=90.0%), Magnitude=1.30% (Conf=58.053%) [2026-01-06T20:35:48.957323] [INFO ] [main ] Fetching symbol history for LH... [2026-01-06T20:35:48.957369] [DEBUG] [REMOTE ] LH: Fetching historical data. [2026-01-06T20:35:48.957834] [INFO ] [main ] Progress: 171/407 forecasts completed (42.0%). MGNI finished in 0.7s. ETA: 40.7s. Rate: 348.02 forecasts/min [2026-01-06T20:35:48.962959] [DEBUG] [MAG ] WLDS: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:48.970210] [DEBUG] [REMOTE ] LH: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:48.971132] [DEBUG] [LOCAL ] Loaded configuration for LH: 5 features, N/A% accuracy [2026-01-06T20:35:48.971200] [INFO ] [LOCAL ] LH: Loaded 5 optimal features with 50.41% confidence from JSON config [2026-01-06T20:35:48.971598] [DEBUG] [MAG ] Building data for symbol: LH with lookback: 0 [2026-01-06T20:35:48.972400] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-06T20:35:48.972463] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:48.974252] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:35:48.974843] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:35:48.975264] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_resolution_state [2026-01-06T20:35:48.995038] [DEBUG] [MAG ] INSG: Last date is validated at 2026-01-06 [2026-01-06T20:35:49.027172] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_skewness_proxies [2026-01-06T20:35:49.028683] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:49.052039] [INFO ] [LOCAL ] WLDS: Saved forecast. [2026-01-06T20:35:49.052116] [INFO ] [main ] WLDS: Signal=1 (Conf=90.0%), Magnitude=-27.85% (Conf=46.2523%) [2026-01-06T20:35:49.052269] [INFO ] [main ] Fetching symbol history for CETX... [2026-01-06T20:35:49.052312] [DEBUG] [REMOTE ] CETX: Fetching historical data. [2026-01-06T20:35:49.052861] [INFO ] [main ] Progress: 172/407 forecasts completed (42.3%). WLDS finished in 0.6s. ETA: 40.4s. Rate: 348.93 forecasts/min [2026-01-06T20:35:49.063800] [DEBUG] [REMOTE ] CETX: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:49.064782] [DEBUG] [LOCAL ] Loaded configuration for CETX: 9 features, N/A% accuracy [2026-01-06T20:35:49.064834] [INFO ] [LOCAL ] CETX: Loaded 9 optimal features with 30.17% confidence from JSON config [2026-01-06T20:35:49.064865] [DEBUG] [MAG ] Building data for symbol: CETX with lookback: 0 [2026-01-06T20:35:49.065652] [DEBUG] [FEATURES ] DataBuilder: Executing 9 feature methods. [2026-01-06T20:35:49.065715] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:49.067405] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:35:49.067937] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:35:49.068323] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_resolution_state [2026-01-06T20:35:49.117371] [DEBUG] [MAG ] FTSM: Last date is validated at 2026-01-06 [2026-01-06T20:35:49.117612] [DEBUG] [FEATURES ] DataBuilder: Executing add_gaps [2026-01-06T20:35:49.118672] [DEBUG] [FEATURES ] DataBuilder: Executing add_shelf_lag [2026-01-06T20:35:49.119932] [DEBUG] [FEATURES ] DataBuilder: Executing add_vol_of_vol [2026-01-06T20:35:49.121158] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:35:49.121714] [DEBUG] [FEATURES ] DataBuilder: Executing add_volatility_state_percentiles [2026-01-06T20:35:49.123725] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:49.161818] [DEBUG] [MAG ] INSG: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:49.239777] [INFO ] [LOCAL ] INSG: Saved forecast. [2026-01-06T20:35:49.239845] [INFO ] [main ] INSG: Signal=1 (Conf=90.0%), Magnitude=4.17% (Conf=58.2599%) [2026-01-06T20:35:49.240001] [INFO ] [main ] Fetching symbol history for EVF... [2026-01-06T20:35:49.240045] [DEBUG] [REMOTE ] EVF: Fetching historical data. [2026-01-06T20:35:49.240880] [INFO ] [main ] Progress: 173/407 forecasts completed (42.5%). INSG finished in 0.6s. ETA: 40.3s. Rate: 348.74 forecasts/min [2026-01-06T20:35:49.250118] [DEBUG] [REMOTE ] EVF: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:49.251075] [DEBUG] [LOCAL ] Loaded configuration for EVF: 4 features, N/A% accuracy [2026-01-06T20:35:49.251127] [INFO ] [LOCAL ] EVF: Loaded 4 optimal features with 41.33% confidence from JSON config [2026-01-06T20:35:49.251159] [DEBUG] [MAG ] Building data for symbol: EVF with lookback: 0 [2026-01-06T20:35:49.251939] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-06T20:35:49.252010] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:35:49.256790] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:49.258552] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:35:49.259072] [DEBUG] [FEATURES ] DataBuilder: Executing add_regime [2026-01-06T20:35:49.276180] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:49.298288] [DEBUG] [MAG ] FTSM: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:49.394891] [DEBUG] [MAG ] LH: Last date is validated at 2026-01-06 [2026-01-06T20:35:49.505635] [DEBUG] [MAG ] CETX: Last date is validated at 2026-01-06 [2026-01-06T20:35:49.564080] [INFO ] [LOCAL ] FTSM: Saved forecast. [2026-01-06T20:35:49.564149] [INFO ] [main ] FTSM: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=14.4978%) [2026-01-06T20:35:49.564539] [INFO ] [main ] Fetching symbol history for KEP... [2026-01-06T20:35:49.564608] [DEBUG] [REMOTE ] KEP: Fetching historical data. [2026-01-06T20:35:49.564671] [INFO ] [main ] Progress: 174/407 forecasts completed (42.8%). FTSM finished in 1.2s. ETA: 40.3s. Rate: 346.99 forecasts/min [2026-01-06T20:35:49.576443] [DEBUG] [MAG ] LH: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:49.578461] [DEBUG] [REMOTE ] KEP: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:49.579562] [DEBUG] [LOCAL ] Loaded configuration for KEP: 5 features, N/A% accuracy [2026-01-06T20:35:49.579641] [INFO ] [LOCAL ] KEP: Loaded 5 optimal features with 56.32% confidence from JSON config [2026-01-06T20:35:49.579674] [DEBUG] [MAG ] Building data for symbol: KEP with lookback: 0 [2026-01-06T20:35:49.580501] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-06T20:35:49.580564] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:49.582338] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:35:49.583084] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:35:49.583717] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-06T20:35:49.584720] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_resolution_state [2026-01-06T20:35:49.626564] [DEBUG] [MAG ] EVF: Last date is validated at 2026-01-06 [2026-01-06T20:35:49.638289] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:49.677193] [DEBUG] [MAG ] CETX: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:49.690754] [INFO ] [LOCAL ] LH: Saved forecast. [2026-01-06T20:35:49.690827] [INFO ] [main ] LH: Signal=1 (Conf=90.0%), Magnitude=3.73% (Conf=50.4086%) [2026-01-06T20:35:49.691008] [INFO ] [main ] Fetching symbol history for CIF... [2026-01-06T20:35:49.691055] [DEBUG] [REMOTE ] CIF: Fetching historical data. [2026-01-06T20:35:49.691915] [INFO ] [main ] Progress: 175/407 forecasts completed (43.0%). LH finished in 0.7s. ETA: 40.1s. Rate: 347.51 forecasts/min [2026-01-06T20:35:49.703482] [DEBUG] [REMOTE ] CIF: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:49.704661] [DEBUG] [LOCAL ] Loaded configuration for CIF: 0 features, N/A% accuracy [2026-01-06T20:35:49.704717] [INFO ] [LOCAL ] CIF: Loaded 0 optimal features with 16.43% confidence from JSON config [2026-01-06T20:35:49.704752] [DEBUG] [MAG ] Building data for symbol: CIF with lookback: 0 [2026-01-06T20:35:49.705570] [DEBUG] [FEATURES ] DataBuilder: Empty feature list provided, returning after step 3 (no features). [2026-01-06T20:35:49.795428] [DEBUG] [MAG ] EVF: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:49.853206] [INFO ] [LOCAL ] EVF: Saved forecast. [2026-01-06T20:35:49.853275] [INFO ] [main ] EVF: Signal=1 (Conf=90.0%), Magnitude=0.19% (Conf=41.3252%) [2026-01-06T20:35:49.853636] [INFO ] [main ] Fetching symbol history for MCHI... [2026-01-06T20:35:49.853703] [DEBUG] [REMOTE ] MCHI: Fetching historical data. [2026-01-06T20:35:49.853661] [INFO ] [main ] Progress: 176/407 forecasts completed (43.2%). EVF finished in 0.6s. ETA: 39.9s. Rate: 347.64 forecasts/min [2026-01-06T20:35:49.864458] [DEBUG] [REMOTE ] MCHI: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:49.865421] [DEBUG] [LOCAL ] Loaded configuration for MCHI: 10 features, N/A% accuracy [2026-01-06T20:35:49.865472] [INFO ] [LOCAL ] MCHI: Loaded 10 optimal features with 47.52% confidence from JSON config [2026-01-06T20:35:49.865503] [DEBUG] [MAG ] Building data for symbol: MCHI with lookback: 0 [2026-01-06T20:35:49.866295] [DEBUG] [FEATURES ] DataBuilder: Executing 10 feature methods. [2026-01-06T20:35:49.866359] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-06T20:35:49.868728] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_morning_composite [2026-01-06T20:35:49.869738] [DEBUG] [FEATURES ] DataBuilder: Executing add_last_hour_momentum_mag [2026-01-06T20:35:49.870367] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_11_elasticity [2026-01-06T20:35:49.871494] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:49.873227] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:35:49.873720] [DEBUG] [FEATURES ] DataBuilder: Executing add_regime_flags [2026-01-06T20:35:49.874821] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_pressure_into_close [2026-01-06T20:35:49.876591] [DEBUG] [FEATURES ] DataBuilder: Executing add_preclose_acceleration_mag [2026-01-06T20:35:49.877597] [DEBUG] [FEATURES ] DataBuilder: Executing add_return_volume_nonlinearity_proxies [2026-01-06T20:35:49.878959] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:49.979484] [INFO ] [LOCAL ] CETX: Saved forecast. [2026-01-06T20:35:49.979556] [INFO ] [main ] CETX: Signal=1 (Conf=90.0%), Magnitude=41.72% (Conf=30.1695%) [2026-01-06T20:35:49.979746] [INFO ] [main ] Fetching symbol history for VC... [2026-01-06T20:35:49.980148] [DEBUG] [REMOTE ] VC: Fetching historical data. [2026-01-06T20:35:49.982660] [INFO ] [main ] Progress: 177/407 forecasts completed (43.5%). CETX finished in 0.9s. ETA: 39.6s. Rate: 348.13 forecasts/min [2026-01-06T20:35:49.987852] [DEBUG] [MAG ] KEP: Last date is validated at 2026-01-06 [2026-01-06T20:35:49.995607] [DEBUG] [REMOTE ] VC: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:49.996719] [DEBUG] [LOCAL ] Loaded configuration for VC: 3 features, N/A% accuracy [2026-01-06T20:35:49.996773] [INFO ] [LOCAL ] VC: Loaded 3 optimal features with 52.55% confidence from JSON config [2026-01-06T20:35:49.996805] [DEBUG] [MAG ] Building data for symbol: VC with lookback: 0 [2026-01-06T20:35:49.997649] [DEBUG] [FEATURES ] DataBuilder: Executing 3 feature methods. [2026-01-06T20:35:49.997709] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:35:50.002733] [DEBUG] [FEATURES ] DataBuilder: Executing add_directional_consistency [2026-01-06T20:35:50.046267] [DEBUG] [MAG ] CIF: Last date is validated at 2026-01-06 [2026-01-06T20:35:50.118035] [DEBUG] [FEATURES ] DataBuilder: Executing add_prev_1100_to_open [2026-01-06T20:35:50.119071] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:50.168066] [DEBUG] [MAG ] KEP: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:50.217186] [DEBUG] [MAG ] CIF: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:50.232894] [DEBUG] [MAG ] MCHI: Last date is validated at 2026-01-06 [2026-01-06T20:35:50.241368] [INFO ] [LOCAL ] KEP: Saved forecast. [2026-01-06T20:35:50.241437] [INFO ] [main ] KEP: Signal=1 (Conf=90.0%), Magnitude=-1.52% (Conf=56.3239%) [2026-01-06T20:35:50.241823] [INFO ] [main ] Fetching symbol history for FMN... [2026-01-06T20:35:50.241879] [DEBUG] [REMOTE ] FMN: Fetching historical data. [2026-01-06T20:35:50.241839] [INFO ] [main ] Progress: 178/407 forecasts completed (43.7%). KEP finished in 0.7s. ETA: 39.6s. Rate: 347.15 forecasts/min [2026-01-06T20:35:50.254257] [DEBUG] [REMOTE ] FMN: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:50.255447] [DEBUG] [LOCAL ] Loaded configuration for FMN: 1 features, N/A% accuracy [2026-01-06T20:35:50.255507] [INFO ] [LOCAL ] FMN: Loaded 1 optimal features with 46.74% confidence from JSON config [2026-01-06T20:35:50.255539] [DEBUG] [MAG ] Building data for symbol: FMN with lookback: 0 [2026-01-06T20:35:50.256423] [DEBUG] [FEATURES ] DataBuilder: Executing 1 feature methods. [2026-01-06T20:35:50.256484] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:35:50.262259] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:50.266072] [INFO ] [LOCAL ] CIF: Saved forecast. [2026-01-06T20:35:50.266145] [INFO ] [main ] CIF: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=16.4296%) [2026-01-06T20:35:50.266307] [INFO ] [main ] Fetching symbol history for GPIQ... [2026-01-06T20:35:50.266353] [DEBUG] [REMOTE ] GPIQ: Fetching historical data. [2026-01-06T20:35:50.267192] [INFO ] [main ] Progress: 179/407 forecasts completed (44.0%). CIF finished in 0.6s. ETA: 39.2s. Rate: 348.81 forecasts/min [2026-01-06T20:35:50.278912] [DEBUG] [REMOTE ] GPIQ: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:50.280155] [DEBUG] [LOCAL ] Loaded configuration for GPIQ: 0 features, N/A% accuracy [2026-01-06T20:35:50.280207] [INFO ] [LOCAL ] GPIQ: Loaded 0 optimal features with 54.17% confidence from JSON config [2026-01-06T20:35:50.280238] [DEBUG] [MAG ] Building data for symbol: GPIQ with lookback: 0 [2026-01-06T20:35:50.281042] [DEBUG] [FEATURES ] DataBuilder: Empty feature list provided, returning after step 3 (no features). [2026-01-06T20:35:50.414766] [DEBUG] [MAG ] MCHI: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:50.470065] [DEBUG] [MAG ] VC: Last date is validated at 2026-01-06 [2026-01-06T20:35:50.512471] [INFO ] [LOCAL ] MCHI: Saved forecast. [2026-01-06T20:35:50.512540] [INFO ] [main ] MCHI: Signal=1 (Conf=90.0%), Magnitude=1.52% (Conf=47.517%) [2026-01-06T20:35:50.512713] [INFO ] [main ] Fetching symbol history for NRC... [2026-01-06T20:35:50.512758] [DEBUG] [REMOTE ] NRC: Fetching historical data. [2026-01-06T20:35:50.513745] [INFO ] [main ] Progress: 180/407 forecasts completed (44.2%). MCHI finished in 0.7s. ETA: 39.1s. Rate: 347.97 forecasts/min [2026-01-06T20:35:50.524006] [DEBUG] [REMOTE ] NRC: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:50.525295] [DEBUG] [LOCAL ] Loaded configuration for NRC: 8 features, N/A% accuracy [2026-01-06T20:35:50.525349] [INFO ] [LOCAL ] NRC: Loaded 8 optimal features with 52.05% confidence from JSON config [2026-01-06T20:35:50.525381] [DEBUG] [MAG ] Building data for symbol: NRC with lookback: 0 [2026-01-06T20:35:50.526375] [DEBUG] [FEATURES ] DataBuilder: Executing 8 feature methods. [2026-01-06T20:35:50.526442] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:50.528607] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:35:50.529140] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:35:50.529805] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:35:50.530202] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-06T20:35:50.533056] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_fill_state [2026-01-06T20:35:50.581796] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_vs_close_liquidity_ratio [2026-01-06T20:35:50.583781] [DEBUG] [FEATURES ] DataBuilder: Executing add_shelf_lag [2026-01-06T20:35:50.585003] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:50.633080] [DEBUG] [MAG ] GPIQ: Last date is validated at 2026-01-06 [2026-01-06T20:35:50.645433] [DEBUG] [MAG ] FMN: Last date is validated at 2026-01-06 [2026-01-06T20:35:50.651110] [DEBUG] [MAG ] VC: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:50.747948] [INFO ] [LOCAL ] VC: Saved forecast. [2026-01-06T20:35:50.748022] [INFO ] [main ] VC: Signal=1 (Conf=90.0%), Magnitude=3.87% (Conf=52.5462%) [2026-01-06T20:35:50.748187] [INFO ] [main ] Fetching symbol history for INGN... [2026-01-06T20:35:50.748232] [DEBUG] [REMOTE ] INGN: Fetching historical data. [2026-01-06T20:35:50.748926] [INFO ] [main ] Progress: 181/407 forecasts completed (44.5%). VC finished in 0.8s. ETA: 39.0s. Rate: 347.28 forecasts/min [2026-01-06T20:35:50.760931] [DEBUG] [REMOTE ] INGN: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:50.762021] [DEBUG] [LOCAL ] Loaded configuration for INGN: 3 features, N/A% accuracy [2026-01-06T20:35:50.762077] [INFO ] [LOCAL ] INGN: Loaded 3 optimal features with 49.43% confidence from JSON config [2026-01-06T20:35:50.762109] [DEBUG] [MAG ] Building data for symbol: INGN with lookback: 0 [2026-01-06T20:35:50.762931] [DEBUG] [FEATURES ] DataBuilder: Executing 3 feature methods. [2026-01-06T20:35:50.762990] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_vs_close_liquidity_ratio [2026-01-06T20:35:50.764863] [DEBUG] [FEATURES ] DataBuilder: Executing add_pct_change [2026-01-06T20:35:50.767276] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_flow_differentials [2026-01-06T20:35:50.770495] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:50.807407] [DEBUG] [MAG ] GPIQ: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:50.837943] [DEBUG] [MAG ] FMN: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:50.879836] [INFO ] [LOCAL ] GPIQ: Saved forecast. [2026-01-06T20:35:50.879906] [INFO ] [main ] GPIQ: Signal=1 (Conf=90.0%), Magnitude=1.05% (Conf=54.1706%) [2026-01-06T20:35:50.880272] [INFO ] [main ] Fetching symbol history for BOC... [2026-01-06T20:35:50.880322] [DEBUG] [REMOTE ] BOC: Fetching historical data. [2026-01-06T20:35:50.880647] [INFO ] [main ] Progress: 182/407 forecasts completed (44.7%). GPIQ finished in 0.6s. ETA: 38.8s. Rate: 347.73 forecasts/min [2026-01-06T20:35:50.892997] [DEBUG] [REMOTE ] BOC: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:50.894053] [DEBUG] [LOCAL ] Loaded configuration for BOC: 4 features, N/A% accuracy [2026-01-06T20:35:50.894105] [INFO ] [LOCAL ] BOC: Loaded 4 optimal features with 50.18% confidence from JSON config [2026-01-06T20:35:50.894137] [DEBUG] [MAG ] Building data for symbol: BOC with lookback: 0 [2026-01-06T20:35:50.894947] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-06T20:35:50.895006] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:50.896131] [INFO ] [LOCAL ] FMN: Saved forecast. [2026-01-06T20:35:50.896201] [INFO ] [main ] FMN: Signal=1 (Conf=90.0%), Magnitude=-0.06% (Conf=46.7447%) [2026-01-06T20:35:50.896363] [INFO ] [main ] Fetching symbol history for TWFG... [2026-01-06T20:35:50.896419] [DEBUG] [REMOTE ] TWFG: Fetching historical data. [2026-01-06T20:35:50.896719] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:35:50.897236] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:35:50.897840] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_resolution_state [2026-01-06T20:35:50.898611] [INFO ] [main ] Progress: 183/407 forecasts completed (45.0%). FMN finished in 0.7s. ETA: 38.5s. Rate: 349.44 forecasts/min [2026-01-06T20:35:50.910041] [DEBUG] [REMOTE ] TWFG: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:50.910954] [DEBUG] [LOCAL ] Loaded configuration for TWFG: 6 features, N/A% accuracy [2026-01-06T20:35:50.911012] [INFO ] [LOCAL ] TWFG: Loaded 6 optimal features with 53.59% confidence from JSON config [2026-01-06T20:35:50.911044] [DEBUG] [MAG ] Building data for symbol: TWFG with lookback: 0 [2026-01-06T20:35:50.912049] [DEBUG] [FEATURES ] DataBuilder: Executing 6 feature methods. [2026-01-06T20:35:50.912126] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:50.913924] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:35:50.914480] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:35:50.914962] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_day_volatility [2026-01-06T20:35:50.917050] [DEBUG] [FEATURES ] DataBuilder: Executing add_micro_gap_fill_velocity [2026-01-06T20:35:50.920089] [DEBUG] [FEATURES ] DataBuilder: Executing add_prior_mag_lag [2026-01-06T20:35:50.922386] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:50.943908] [DEBUG] [MAG ] NRC: Last date is validated at 2026-01-06 [2026-01-06T20:35:50.947981] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:51.111931] [DEBUG] [MAG ] INGN: Last date is validated at 2026-01-06 [2026-01-06T20:35:51.114836] [DEBUG] [MAG ] NRC: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:51.268427] [INFO ] [LOCAL ] NRC: Saved forecast. [2026-01-06T20:35:51.268494] [INFO ] [main ] NRC: Signal=1 (Conf=90.0%), Magnitude=0.90% (Conf=52.0521%) [2026-01-06T20:35:51.268668] [INFO ] [main ] Fetching symbol history for MGTX... [2026-01-06T20:35:51.268722] [DEBUG] [REMOTE ] MGTX: Fetching historical data. [2026-01-06T20:35:51.269869] [INFO ] [main ] Progress: 184/407 forecasts completed (45.2%). NRC finished in 0.8s. ETA: 38.5s. Rate: 347.25 forecasts/min [2026-01-06T20:35:51.280113] [DEBUG] [MAG ] INGN: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:51.281262] [DEBUG] [REMOTE ] MGTX: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:51.282147] [DEBUG] [LOCAL ] Loaded configuration for MGTX: 5 features, N/A% accuracy [2026-01-06T20:35:51.282198] [INFO ] [LOCAL ] MGTX: Loaded 5 optimal features with 59.49% confidence from JSON config [2026-01-06T20:35:51.282228] [DEBUG] [MAG ] Building data for symbol: MGTX with lookback: 0 [2026-01-06T20:35:51.283010] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-06T20:35:51.283072] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:51.283405] [DEBUG] [MAG ] TWFG: Last date is validated at 2026-01-06 [2026-01-06T20:35:51.284753] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:35:51.285246] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-06T20:35:51.286158] [DEBUG] [FEATURES ] DataBuilder: Executing add_vol_of_vol [2026-01-06T20:35:51.287597] [DEBUG] [FEATURES ] DataBuilder: Executing add_vwap_deviations [2026-01-06T20:35:51.293304] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:51.305660] [DEBUG] [MAG ] BOC: Last date is validated at 2026-01-06 [2026-01-06T20:35:51.350746] [INFO ] [LOCAL ] INGN: Saved forecast. [2026-01-06T20:35:51.350816] [INFO ] [main ] INGN: Signal=1 (Conf=90.0%), Magnitude=0.30% (Conf=49.4291%) [2026-01-06T20:35:51.350977] [INFO ] [main ] Fetching symbol history for UGI... [2026-01-06T20:35:51.351021] [DEBUG] [REMOTE ] UGI: Fetching historical data. [2026-01-06T20:35:51.351926] [INFO ] [main ] Progress: 185/407 forecasts completed (45.5%). INGN finished in 0.6s. ETA: 38.2s. Rate: 348.24 forecasts/min [2026-01-06T20:35:51.363397] [DEBUG] [REMOTE ] UGI: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:51.364269] [DEBUG] [LOCAL ] Loaded configuration for UGI: 10 features, N/A% accuracy [2026-01-06T20:35:51.364321] [INFO ] [LOCAL ] UGI: Loaded 10 optimal features with 63.96% confidence from JSON config [2026-01-06T20:35:51.364352] [DEBUG] [MAG ] Building data for symbol: UGI with lookback: 0 [2026-01-06T20:35:51.365133] [DEBUG] [FEATURES ] DataBuilder: Executing 10 feature methods. [2026-01-06T20:35:51.365209] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:35:51.369982] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:51.371761] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:35:51.372270] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:35:51.372876] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_fill_state [2026-01-06T20:35:51.411685] [DEBUG] [FEATURES ] DataBuilder: Executing add_pct_change [2026-01-06T20:35:51.413676] [DEBUG] [FEATURES ] DataBuilder: Executing add_regime_flags [2026-01-06T20:35:51.414888] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:35:51.415358] [DEBUG] [FEATURES ] DataBuilder: Executing add_vol_of_vol [2026-01-06T20:35:51.416560] [DEBUG] [FEATURES ] DataBuilder: Executing add_volatility_state_percentiles [2026-01-06T20:35:51.418726] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:51.462690] [DEBUG] [MAG ] TWFG: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:51.476851] [DEBUG] [MAG ] BOC: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:51.538108] [INFO ] [LOCAL ] BOC: Saved forecast. [2026-01-06T20:35:51.538179] [INFO ] [main ] BOC: Signal=1 (Conf=90.0%), Magnitude=-1.84% (Conf=50.1841%) [2026-01-06T20:35:51.538339] [INFO ] [main ] Fetching symbol history for MCK... [2026-01-06T20:35:51.538383] [DEBUG] [REMOTE ] MCK: Fetching historical data. [2026-01-06T20:35:51.538928] [INFO ] [main ] Progress: 186/407 forecasts completed (45.7%). BOC finished in 0.7s. ETA: 38.1s. Rate: 348.08 forecasts/min [2026-01-06T20:35:51.546280] [INFO ] [LOCAL ] TWFG: Saved forecast. [2026-01-06T20:35:51.546360] [INFO ] [main ] TWFG: Signal=1 (Conf=90.0%), Magnitude=-1.65% (Conf=53.5896%) [2026-01-06T20:35:51.546941] [INFO ] [main ] Fetching symbol history for FSLY... [2026-01-06T20:35:51.546994] [DEBUG] [REMOTE ] FSLY: Fetching historical data. [2026-01-06T20:35:51.547623] [INFO ] [main ] Progress: 187/407 forecasts completed (45.9%). TWFG finished in 0.6s. ETA: 37.7s. Rate: 349.85 forecasts/min [2026-01-06T20:35:51.551334] [DEBUG] [REMOTE ] MCK: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:51.552218] [DEBUG] [LOCAL ] Loaded configuration for MCK: 5 features, N/A% accuracy [2026-01-06T20:35:51.552290] [INFO ] [LOCAL ] MCK: Loaded 5 optimal features with 50.11% confidence from JSON config [2026-01-06T20:35:51.552331] [DEBUG] [MAG ] Building data for symbol: MCK with lookback: 0 [2026-01-06T20:35:51.553145] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-06T20:35:51.553208] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:35:51.558146] [DEBUG] [FEATURES ] DataBuilder: Executing add_gaps [2026-01-06T20:35:51.558787] [DEBUG] [REMOTE ] FSLY: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:51.559048] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_day_volatility [2026-01-06T20:35:51.559626] [DEBUG] [LOCAL ] Loaded configuration for FSLY: 8 features, N/A% accuracy [2026-01-06T20:35:51.559684] [INFO ] [LOCAL ] FSLY: Loaded 8 optimal features with 52.58% confidence from JSON config [2026-01-06T20:35:51.559715] [DEBUG] [MAG ] Building data for symbol: FSLY with lookback: 0 [2026-01-06T20:35:51.560514] [DEBUG] [FEATURES ] DataBuilder: Executing 8 feature methods. [2026-01-06T20:35:51.560594] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:35:51.560921] [DEBUG] [FEATURES ] DataBuilder: Executing add_morning_followthrough_mag_T0 [2026-01-06T20:35:51.561660] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_reversal_intensity [2026-01-06T20:35:51.563019] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:51.565397] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-06T20:35:51.566233] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-06T20:35:51.567057] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-06T20:35:51.569603] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_morning_composite [2026-01-06T20:35:51.570601] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_session_pressure [2026-01-06T20:35:51.571655] [DEBUG] [FEATURES ] DataBuilder: Executing add_overnight_gap_mag [2026-01-06T20:35:51.572336] [DEBUG] [FEATURES ] DataBuilder: Executing add_pct_change [2026-01-06T20:35:51.574291] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:51.637735] [DEBUG] [MAG ] MGTX: Last date is validated at 2026-01-06 [2026-01-06T20:35:51.771803] [DEBUG] [MAG ] UGI: Last date is validated at 2026-01-06 [2026-01-06T20:35:51.805846] [DEBUG] [MAG ] MGTX: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:51.875735] [INFO ] [LOCAL ] MGTX: Saved forecast. [2026-01-06T20:35:51.875805] [INFO ] [main ] MGTX: Signal=1 (Conf=90.0%), Magnitude=-3.59% (Conf=59.4878%) [2026-01-06T20:35:51.875961] [INFO ] [main ] Fetching symbol history for ODFL... [2026-01-06T20:35:51.876004] [DEBUG] [REMOTE ] ODFL: Fetching historical data. [2026-01-06T20:35:51.877558] [INFO ] [main ] Progress: 188/407 forecasts completed (46.2%). MGTX finished in 0.6s. ETA: 37.7s. Rate: 348.14 forecasts/min [2026-01-06T20:35:51.887629] [DEBUG] [REMOTE ] ODFL: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:51.888649] [DEBUG] [LOCAL ] Loaded configuration for ODFL: 5 features, N/A% accuracy [2026-01-06T20:35:51.888703] [INFO ] [LOCAL ] ODFL: Loaded 5 optimal features with 61.26% confidence from JSON config [2026-01-06T20:35:51.888736] [DEBUG] [MAG ] Building data for symbol: ODFL with lookback: 0 [2026-01-06T20:35:51.889594] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-06T20:35:51.889657] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:51.891397] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:35:51.891930] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:35:51.892325] [DEBUG] [FEATURES ] DataBuilder: Executing add_regime [2026-01-06T20:35:51.909657] [DEBUG] [MAG ] MCK: Last date is validated at 2026-01-06 [2026-01-06T20:35:51.911761] [DEBUG] [FEATURES ] DataBuilder: Executing add_sma_ratio [2026-01-06T20:35:51.912507] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:51.922684] [DEBUG] [MAG ] FSLY: Last date is validated at 2026-01-06 [2026-01-06T20:35:51.947643] [DEBUG] [MAG ] UGI: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:52.043726] [INFO ] [LOCAL ] UGI: Saved forecast. [2026-01-06T20:35:52.043820] [INFO ] [main ] UGI: Signal=1 (Conf=90.0%), Magnitude=1.85% (Conf=63.9558%) [2026-01-06T20:35:52.044315] [INFO ] [main ] Fetching symbol history for CTBB... [2026-01-06T20:35:52.044381] [DEBUG] [REMOTE ] CTBB: Fetching historical data. [2026-01-06T20:35:52.044666] [INFO ] [main ] Progress: 189/407 forecasts completed (46.4%). UGI finished in 0.7s. ETA: 37.6s. Rate: 348.20 forecasts/min [2026-01-06T20:35:52.059036] [DEBUG] [REMOTE ] CTBB: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:52.059990] [DEBUG] [LOCAL ] Loaded configuration for CTBB: 4 features, N/A% accuracy [2026-01-06T20:35:52.060049] [INFO ] [LOCAL ] CTBB: Loaded 4 optimal features with 65.02% confidence from JSON config [2026-01-06T20:35:52.060083] [DEBUG] [MAG ] Building data for symbol: CTBB with lookback: 0 [2026-01-06T20:35:52.060967] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-06T20:35:52.061029] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:35:52.066213] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_skewness_proxies [2026-01-06T20:35:52.067602] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_vs_close_liquidity_ratio [2026-01-06T20:35:52.069232] [DEBUG] [FEATURES ] DataBuilder: Executing add_range_overlap_v_prior_day [2026-01-06T20:35:52.071659] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:52.078680] [DEBUG] [MAG ] MCK: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:52.093385] [DEBUG] [MAG ] FSLY: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:52.176628] [INFO ] [LOCAL ] FSLY: Saved forecast. [2026-01-06T20:35:52.176695] [INFO ] [main ] FSLY: Signal=1 (Conf=90.0%), Magnitude=-10.42% (Conf=52.5799%) [2026-01-06T20:35:52.177010] [INFO ] [main ] Fetching symbol history for EVTC... [2026-01-06T20:35:52.177059] [DEBUG] [REMOTE ] EVTC: Fetching historical data. [2026-01-06T20:35:52.177971] [INFO ] [main ] Progress: 190/407 forecasts completed (46.7%). FSLY finished in 0.6s. ETA: 37.3s. Rate: 348.61 forecasts/min [2026-01-06T20:35:52.189085] [DEBUG] [REMOTE ] EVTC: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:52.190255] [DEBUG] [LOCAL ] Loaded configuration for EVTC: 2 features, N/A% accuracy [2026-01-06T20:35:52.190670] [INFO ] [LOCAL ] EVTC: Loaded 2 optimal features with 59.91% confidence from JSON config [2026-01-06T20:35:52.190705] [DEBUG] [MAG ] Building data for symbol: EVTC with lookback: 0 [2026-01-06T20:35:52.191492] [DEBUG] [FEATURES ] DataBuilder: Executing 2 feature methods. [2026-01-06T20:35:52.191553] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:35:52.196567] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-06T20:35:52.197437] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:52.262705] [INFO ] [LOCAL ] MCK: Saved forecast. [2026-01-06T20:35:52.262776] [INFO ] [main ] MCK: Signal=1 (Conf=90.0%), Magnitude=1.39% (Conf=50.1135%) [2026-01-06T20:35:52.263137] [INFO ] [main ] Fetching symbol history for ATRC... [2026-01-06T20:35:52.263189] [DEBUG] [REMOTE ] ATRC: Fetching historical data. [2026-01-06T20:35:52.263364] [DEBUG] [MAG ] ODFL: Last date is validated at 2026-01-06 [2026-01-06T20:35:52.263664] [INFO ] [main ] Progress: 191/407 forecasts completed (46.9%). MCK finished in 0.7s. ETA: 37.1s. Rate: 349.53 forecasts/min [2026-01-06T20:35:52.275430] [DEBUG] [REMOTE ] ATRC: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:52.276344] [DEBUG] [LOCAL ] Loaded configuration for ATRC: 1 features, N/A% accuracy [2026-01-06T20:35:52.276395] [INFO ] [LOCAL ] ATRC: Loaded 1 optimal features with 65.58% confidence from JSON config [2026-01-06T20:35:52.276427] [DEBUG] [MAG ] Building data for symbol: ATRC with lookback: 0 [2026-01-06T20:35:52.277204] [DEBUG] [FEATURES ] DataBuilder: Executing 1 feature methods. [2026-01-06T20:35:52.277450] [DEBUG] [FEATURES ] DataBuilder: Executing add_vol_of_vol [2026-01-06T20:35:52.278555] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:52.410756] [DEBUG] [MAG ] CTBB: Last date is validated at 2026-01-06 [2026-01-06T20:35:52.435227] [DEBUG] [MAG ] ODFL: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:52.540094] [DEBUG] [MAG ] EVTC: Last date is validated at 2026-01-06 [2026-01-06T20:35:52.570498] [INFO ] [LOCAL ] ODFL: Saved forecast. [2026-01-06T20:35:52.570585] [INFO ] [main ] ODFL: Signal=1 (Conf=90.0%), Magnitude=5.11% (Conf=61.2614%) [2026-01-06T20:35:52.571019] [INFO ] [main ] Fetching symbol history for BLCN... [2026-01-06T20:35:52.571072] [DEBUG] [REMOTE ] BLCN: Fetching historical data. [2026-01-06T20:35:52.571667] [INFO ] [main ] Progress: 192/407 forecasts completed (47.2%). ODFL finished in 0.7s. ETA: 37.1s. Rate: 348.09 forecasts/min [2026-01-06T20:35:52.577502] [DEBUG] [MAG ] CTBB: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:52.582376] [DEBUG] [REMOTE ] BLCN: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:52.583219] [DEBUG] [LOCAL ] Loaded configuration for BLCN: 0 features, N/A% accuracy [2026-01-06T20:35:52.583274] [INFO ] [LOCAL ] BLCN: Loaded 0 optimal features with 48.47% confidence from JSON config [2026-01-06T20:35:52.583308] [DEBUG] [MAG ] Building data for symbol: BLCN with lookback: 0 [2026-01-06T20:35:52.584125] [DEBUG] [FEATURES ] DataBuilder: Empty feature list provided, returning after step 3 (no features). [2026-01-06T20:35:52.620403] [DEBUG] [MAG ] ATRC: Last date is validated at 2026-01-06 [2026-01-06T20:35:52.642486] [INFO ] [LOCAL ] CTBB: Saved forecast. [2026-01-06T20:35:52.642557] [INFO ] [main ] CTBB: Signal=1 (Conf=90.0%), Magnitude=0.63% (Conf=65.0245%) [2026-01-06T20:35:52.642929] [INFO ] [main ] Fetching symbol history for RMM... [2026-01-06T20:35:52.642980] [DEBUG] [REMOTE ] RMM: Fetching historical data. [2026-01-06T20:35:52.643644] [INFO ] [main ] Progress: 193/407 forecasts completed (47.4%). CTBB finished in 0.6s. ETA: 36.8s. Rate: 349.15 forecasts/min [2026-01-06T20:35:52.654612] [DEBUG] [REMOTE ] RMM: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:52.655627] [DEBUG] [LOCAL ] Loaded configuration for RMM: 4 features, N/A% accuracy [2026-01-06T20:35:52.655696] [INFO ] [LOCAL ] RMM: Loaded 4 optimal features with 60.72% confidence from JSON config [2026-01-06T20:35:52.655727] [DEBUG] [MAG ] Building data for symbol: RMM with lookback: 0 [2026-01-06T20:35:52.656514] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-06T20:35:52.656642] [DEBUG] [FEATURES ] DataBuilder: Executing add_prior_day_tail_pressure [2026-01-06T20:35:52.659363] [DEBUG] [FEATURES ] DataBuilder: Executing add_prior_mag_lag [2026-01-06T20:35:52.660982] [DEBUG] [FEATURES ] DataBuilder: Executing add_range_overlap_v_prior_day [2026-01-06T20:35:52.667619] [DEBUG] [FEATURES ] DataBuilder: Executing add_vol_of_vol [2026-01-06T20:35:52.668855] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:52.709805] [DEBUG] [MAG ] EVTC: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:52.786359] [INFO ] [LOCAL ] EVTC: Saved forecast. [2026-01-06T20:35:52.786439] [INFO ] [main ] EVTC: Signal=1 (Conf=90.0%), Magnitude=1.41% (Conf=59.9078%) [2026-01-06T20:35:52.786778] [INFO ] [main ] Fetching symbol history for MCRI... [2026-01-06T20:35:52.786829] [DEBUG] [REMOTE ] MCRI: Fetching historical data. [2026-01-06T20:35:52.787727] [INFO ] [main ] Progress: 194/407 forecasts completed (47.7%). EVTC finished in 0.6s. ETA: 36.6s. Rate: 349.44 forecasts/min [2026-01-06T20:35:52.793848] [DEBUG] [MAG ] ATRC: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:52.798385] [DEBUG] [REMOTE ] MCRI: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:52.799532] [DEBUG] [LOCAL ] Loaded configuration for MCRI: 8 features, N/A% accuracy [2026-01-06T20:35:52.799604] [INFO ] [LOCAL ] MCRI: Loaded 8 optimal features with 51.72% confidence from JSON config [2026-01-06T20:35:52.799638] [DEBUG] [MAG ] Building data for symbol: MCRI with lookback: 0 [2026-01-06T20:35:52.800438] [DEBUG] [FEATURES ] DataBuilder: Executing 8 feature methods. [2026-01-06T20:35:52.800500] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:52.802194] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:35:52.802730] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:35:52.803169] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:35:52.803567] [DEBUG] [FEATURES ] DataBuilder: Executing add_last_hour_momentum_mag [2026-01-06T20:35:52.804230] [DEBUG] [FEATURES ] DataBuilder: Executing add_pct_change [2026-01-06T20:35:52.806187] [DEBUG] [FEATURES ] DataBuilder: Executing add_range_volume_efficiency_refinements [2026-01-06T20:35:52.810176] [DEBUG] [FEATURES ] DataBuilder: Executing add_regime_flags [2026-01-06T20:35:52.811238] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:52.885436] [INFO ] [LOCAL ] ATRC: Saved forecast. [2026-01-06T20:35:52.885514] [INFO ] [main ] ATRC: Signal=1 (Conf=90.0%), Magnitude=0.60% (Conf=65.5839%) [2026-01-06T20:35:52.885901] [INFO ] [main ] Fetching symbol history for SVC... [2026-01-06T20:35:52.885954] [DEBUG] [REMOTE ] SVC: Fetching historical data. [2026-01-06T20:35:52.886664] [INFO ] [main ] Progress: 195/407 forecasts completed (47.9%). ATRC finished in 0.6s. ETA: 36.3s. Rate: 350.20 forecasts/min [2026-01-06T20:35:52.898939] [DEBUG] [REMOTE ] SVC: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:52.899919] [DEBUG] [LOCAL ] Loaded configuration for SVC: 3 features, N/A% accuracy [2026-01-06T20:35:52.899977] [INFO ] [LOCAL ] SVC: Loaded 3 optimal features with 63.33% confidence from JSON config [2026-01-06T20:35:52.900009] [DEBUG] [MAG ] Building data for symbol: SVC with lookback: 0 [2026-01-06T20:35:52.900879] [DEBUG] [FEATURES ] DataBuilder: Executing 3 feature methods. [2026-01-06T20:35:52.900938] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:35:52.905745] [DEBUG] [FEATURES ] DataBuilder: Executing add_directional_consistency [2026-01-06T20:35:52.924748] [DEBUG] [MAG ] BLCN: Last date is validated at 2026-01-06 [2026-01-06T20:35:53.008528] [DEBUG] [MAG ] RMM: Last date is validated at 2026-01-06 [2026-01-06T20:35:53.014938] [DEBUG] [FEATURES ] DataBuilder: Executing add_vwap_deviations [2026-01-06T20:35:53.021175] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:53.092222] [DEBUG] [MAG ] BLCN: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:53.153877] [DEBUG] [MAG ] MCRI: Last date is validated at 2026-01-06 [2026-01-06T20:35:53.168453] [INFO ] [LOCAL ] BLCN: Saved forecast. [2026-01-06T20:35:53.168521] [INFO ] [main ] BLCN: Signal=1 (Conf=90.0%), Magnitude=0.27% (Conf=48.4718%) [2026-01-06T20:35:53.168698] [INFO ] [main ] Fetching symbol history for BLE... [2026-01-06T20:35:53.168743] [DEBUG] [REMOTE ] BLE: Fetching historical data. [2026-01-06T20:35:53.170090] [INFO ] [main ] Progress: 196/407 forecasts completed (48.2%). BLCN finished in 0.6s. ETA: 36.3s. Rate: 349.03 forecasts/min [2026-01-06T20:35:53.177940] [DEBUG] [MAG ] RMM: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:53.180799] [DEBUG] [REMOTE ] BLE: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:53.181746] [DEBUG] [LOCAL ] Loaded configuration for BLE: 5 features, N/A% accuracy [2026-01-06T20:35:53.181806] [INFO ] [LOCAL ] BLE: Loaded 5 optimal features with 50.70% confidence from JSON config [2026-01-06T20:35:53.181839] [DEBUG] [MAG ] Building data for symbol: BLE with lookback: 0 [2026-01-06T20:35:53.182802] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-06T20:35:53.182864] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:53.184603] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:35:53.185441] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_vs_prev_range_position [2026-01-06T20:35:53.188403] [DEBUG] [FEATURES ] DataBuilder: Executing add_range_volume_efficiency [2026-01-06T20:35:53.190654] [DEBUG] [FEATURES ] DataBuilder: Executing add_regime [2026-01-06T20:35:53.208979] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:53.240799] [INFO ] [LOCAL ] RMM: Saved forecast. [2026-01-06T20:35:53.240867] [INFO ] [main ] RMM: Signal=1 (Conf=90.0%), Magnitude=1.40% (Conf=60.7163%) [2026-01-06T20:35:53.241225] [INFO ] [main ] Fetching symbol history for BHFAL... [2026-01-06T20:35:53.241275] [DEBUG] [REMOTE ] BHFAL: Fetching historical data. [2026-01-06T20:35:53.241670] [INFO ] [main ] Progress: 197/407 forecasts completed (48.4%). RMM finished in 0.6s. ETA: 36.0s. Rate: 350.07 forecasts/min [2026-01-06T20:35:53.252646] [DEBUG] [REMOTE ] BHFAL: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:53.253549] [DEBUG] [LOCAL ] Loaded configuration for BHFAL: 4 features, N/A% accuracy [2026-01-06T20:35:53.253621] [INFO ] [LOCAL ] BHFAL: Loaded 4 optimal features with 62.81% confidence from JSON config [2026-01-06T20:35:53.253653] [DEBUG] [MAG ] Building data for symbol: BHFAL with lookback: 0 [2026-01-06T20:35:53.254426] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-06T20:35:53.254486] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:53.256175] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:35:53.256715] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_skewness_proxies [2026-01-06T20:35:53.257962] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_hour_microstructure [2026-01-06T20:35:53.260625] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:53.328508] [DEBUG] [MAG ] MCRI: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:53.360108] [DEBUG] [MAG ] SVC: Last date is validated at 2026-01-06 [2026-01-06T20:35:53.450418] [INFO ] [LOCAL ] MCRI: Saved forecast. [2026-01-06T20:35:53.450486] [INFO ] [main ] MCRI: Signal=1 (Conf=90.0%), Magnitude=-2.48% (Conf=51.7198%) [2026-01-06T20:35:53.450940] [INFO ] [main ] Progress: 198/407 forecasts completed (48.6%). MCRI finished in 0.7s. ETA: 35.9s. Rate: 349.68 forecasts/min [2026-01-06T20:35:53.451315] [INFO ] [main ] Fetching symbol history for MHK... [2026-01-06T20:35:53.451363] [DEBUG] [REMOTE ] MHK: Fetching historical data. [2026-01-06T20:35:53.463462] [DEBUG] [REMOTE ] MHK: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:53.464458] [DEBUG] [LOCAL ] Loaded configuration for MHK: 4 features, N/A% accuracy [2026-01-06T20:35:53.464508] [INFO ] [LOCAL ] MHK: Loaded 4 optimal features with 52.60% confidence from JSON config [2026-01-06T20:35:53.464539] [DEBUG] [MAG ] Building data for symbol: MHK with lookback: 0 [2026-01-06T20:35:53.465321] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-06T20:35:53.465382] [DEBUG] [FEATURES ] DataBuilder: Executing add_fullday_parkinson_range [2026-01-06T20:35:53.466980] [DEBUG] [FEATURES ] DataBuilder: Executing add_overnight_gap_amplitude [2026-01-06T20:35:53.467646] [DEBUG] [FEATURES ] DataBuilder: Executing add_shelf_lag [2026-01-06T20:35:53.468745] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_flow_differentials [2026-01-06T20:35:53.471787] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:53.527702] [DEBUG] [MAG ] SVC: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:53.551944] [DEBUG] [MAG ] BLE: Last date is validated at 2026-01-06 [2026-01-06T20:35:53.583557] [INFO ] [LOCAL ] SVC: Saved forecast. [2026-01-06T20:35:53.583648] [INFO ] [main ] SVC: Signal=1 (Conf=90.0%), Magnitude=2.47% (Conf=63.3303%) [2026-01-06T20:35:53.584061] [INFO ] [main ] Fetching symbol history for AOD... [2026-01-06T20:35:53.584113] [DEBUG] [REMOTE ] AOD: Fetching historical data. [2026-01-06T20:35:53.585670] [INFO ] [main ] Progress: 199/407 forecasts completed (48.9%). SVC finished in 0.7s. ETA: 35.7s. Rate: 350.06 forecasts/min [2026-01-06T20:35:53.596167] [DEBUG] [REMOTE ] AOD: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:53.597339] [DEBUG] [LOCAL ] Loaded configuration for AOD: 5 features, N/A% accuracy [2026-01-06T20:35:53.597390] [INFO ] [LOCAL ] AOD: Loaded 5 optimal features with 36.28% confidence from JSON config [2026-01-06T20:35:53.597421] [DEBUG] [MAG ] Building data for symbol: AOD with lookback: 0 [2026-01-06T20:35:53.598198] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-06T20:35:53.598260] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_hour_microstructure [2026-01-06T20:35:53.600958] [DEBUG] [FEATURES ] DataBuilder: Executing add_range_overlap_v_prior_day [2026-01-06T20:35:53.603420] [DEBUG] [FEATURES ] DataBuilder: Executing add_regime_flags [2026-01-06T20:35:53.604467] [DEBUG] [FEATURES ] DataBuilder: Executing add_shelf_lag [2026-01-06T20:35:53.605878] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_flow_differentials [2026-01-06T20:35:53.608675] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:53.621768] [DEBUG] [MAG ] BHFAL: Last date is validated at 2026-01-06 [2026-01-06T20:35:53.726619] [DEBUG] [MAG ] BLE: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:53.790218] [INFO ] [LOCAL ] BLE: Saved forecast. [2026-01-06T20:35:53.790287] [INFO ] [main ] BLE: Signal=1 (Conf=90.0%), Magnitude=0.59% (Conf=50.6972%) [2026-01-06T20:35:53.790442] [INFO ] [main ] Fetching symbol history for MRK... [2026-01-06T20:35:53.790486] [DEBUG] [REMOTE ] MRK: Fetching historical data. [2026-01-06T20:35:53.790850] [INFO ] [main ] Progress: 200/407 forecasts completed (49.1%). BLE finished in 0.6s. ETA: 35.5s. Rate: 349.71 forecasts/min [2026-01-06T20:35:53.802715] [DEBUG] [MAG ] BHFAL: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:53.804212] [DEBUG] [REMOTE ] MRK: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:53.805062] [DEBUG] [LOCAL ] Loaded configuration for MRK: 6 features, N/A% accuracy [2026-01-06T20:35:53.805119] [INFO ] [LOCAL ] MRK: Loaded 6 optimal features with 53.48% confidence from JSON config [2026-01-06T20:35:53.805151] [DEBUG] [MAG ] Building data for symbol: MRK with lookback: 0 [2026-01-06T20:35:53.806082] [DEBUG] [FEATURES ] DataBuilder: Executing 6 feature methods. [2026-01-06T20:35:53.806142] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:53.808012] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:35:53.808565] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:35:53.809077] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:35:53.809466] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_skewness_proxies [2026-01-06T20:35:53.811039] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_hour_microstructure [2026-01-06T20:35:53.814046] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:53.839608] [DEBUG] [MAG ] MHK: Last date is validated at 2026-01-06 [2026-01-06T20:35:53.868682] [INFO ] [LOCAL ] BHFAL: Saved forecast. [2026-01-06T20:35:53.868751] [INFO ] [main ] BHFAL: Signal=1 (Conf=90.0%), Magnitude=0.20% (Conf=62.8078%) [2026-01-06T20:35:53.869165] [INFO ] [main ] Fetching symbol history for ACCO... [2026-01-06T20:35:53.869217] [DEBUG] [REMOTE ] ACCO: Fetching historical data. [2026-01-06T20:35:53.869627] [INFO ] [main ] Progress: 201/407 forecasts completed (49.4%). BHFAL finished in 0.6s. ETA: 35.2s. Rate: 350.66 forecasts/min [2026-01-06T20:35:53.880755] [DEBUG] [REMOTE ] ACCO: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:53.881700] [DEBUG] [LOCAL ] Loaded configuration for ACCO: 9 features, N/A% accuracy [2026-01-06T20:35:53.881758] [INFO ] [LOCAL ] ACCO: Loaded 9 optimal features with 55.69% confidence from JSON config [2026-01-06T20:35:53.881791] [DEBUG] [MAG ] Building data for symbol: ACCO with lookback: 0 [2026-01-06T20:35:53.882625] [DEBUG] [FEATURES ] DataBuilder: Executing 9 feature methods. [2026-01-06T20:35:53.882689] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:35:53.887501] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:53.889397] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:35:53.889967] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:35:53.890434] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-06T20:35:53.891224] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-06T20:35:53.893558] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_11_elasticity [2026-01-06T20:35:53.894782] [DEBUG] [FEATURES ] DataBuilder: Executing add_prev_1100_to_open [2026-01-06T20:35:53.895495] [DEBUG] [FEATURES ] DataBuilder: Executing add_prev_close_to_1100 [2026-01-06T20:35:53.896190] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:53.950195] [DEBUG] [MAG ] AOD: Last date is validated at 2026-01-06 [2026-01-06T20:35:54.014282] [DEBUG] [MAG ] MHK: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:54.122129] [DEBUG] [MAG ] AOD: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:54.163472] [DEBUG] [MAG ] MRK: Last date is validated at 2026-01-06 [2026-01-06T20:35:54.222672] [INFO ] [LOCAL ] MHK: Saved forecast. [2026-01-06T20:35:54.222746] [INFO ] [main ] MHK: Signal=1 (Conf=90.0%), Magnitude=-0.52% (Conf=52.596%) [2026-01-06T20:35:54.223149] [INFO ] [main ] Fetching symbol history for TROX... [2026-01-06T20:35:54.223214] [DEBUG] [REMOTE ] TROX: Fetching historical data. [2026-01-06T20:35:54.223173] [INFO ] [main ] Progress: 202/407 forecasts completed (49.6%). MHK finished in 0.8s. ETA: 35.3s. Rate: 348.82 forecasts/min [2026-01-06T20:35:54.235214] [DEBUG] [REMOTE ] TROX: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:54.236330] [DEBUG] [LOCAL ] Loaded configuration for TROX: 3 features, N/A% accuracy [2026-01-06T20:35:54.236399] [INFO ] [LOCAL ] TROX: Loaded 3 optimal features with 52.66% confidence from JSON config [2026-01-06T20:35:54.236436] [DEBUG] [MAG ] Building data for symbol: TROX with lookback: 0 [2026-01-06T20:35:54.237308] [DEBUG] [FEATURES ] DataBuilder: Executing 3 feature methods. [2026-01-06T20:35:54.237393] [DEBUG] [FEATURES ] DataBuilder: Executing add_fullday_parkinson_range [2026-01-06T20:35:54.239320] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_morning_composite [2026-01-06T20:35:54.240415] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_resolution_state [2026-01-06T20:35:54.248458] [INFO ] [LOCAL ] AOD: Saved forecast. [2026-01-06T20:35:54.248527] [INFO ] [main ] AOD: Signal=1 (Conf=90.0%), Magnitude=0.13% (Conf=36.281%) [2026-01-06T20:35:54.248889] [INFO ] [main ] Fetching symbol history for ERNA... [2026-01-06T20:35:54.248941] [DEBUG] [REMOTE ] ERNA: Fetching historical data. [2026-01-06T20:35:54.249790] [INFO ] [main ] Progress: 203/407 forecasts completed (49.9%). AOD finished in 0.7s. ETA: 34.9s. Rate: 350.27 forecasts/min [2026-01-06T20:35:54.251309] [DEBUG] [MAG ] ACCO: Last date is validated at 2026-01-06 [2026-01-06T20:35:54.261928] [DEBUG] [REMOTE ] ERNA: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:54.262792] [DEBUG] [LOCAL ] Loaded configuration for ERNA: 2 features, N/A% accuracy [2026-01-06T20:35:54.262852] [INFO ] [LOCAL ] ERNA: Loaded 2 optimal features with 45.33% confidence from JSON config [2026-01-06T20:35:54.262885] [DEBUG] [MAG ] Building data for symbol: ERNA with lookback: 0 [2026-01-06T20:35:54.263702] [DEBUG] [FEATURES ] DataBuilder: Executing 2 feature methods. [2026-01-06T20:35:54.263763] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-06T20:35:54.266224] [DEBUG] [FEATURES ] DataBuilder: Executing add_range_overlap_v_prior_day [2026-01-06T20:35:54.268796] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:54.294743] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:54.335628] [DEBUG] [MAG ] MRK: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:54.441062] [DEBUG] [MAG ] ACCO: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:54.451469] [INFO ] [LOCAL ] MRK: Saved forecast. [2026-01-06T20:35:54.451540] [INFO ] [main ] MRK: Signal=1 (Conf=90.0%), Magnitude=0.22% (Conf=53.4824%) [2026-01-06T20:35:54.451727] [INFO ] [main ] Fetching symbol history for VTYX... [2026-01-06T20:35:54.451772] [DEBUG] [REMOTE ] VTYX: Fetching historical data. [2026-01-06T20:35:54.452783] [INFO ] [main ] Progress: 204/407 forecasts completed (50.1%). MRK finished in 0.7s. ETA: 34.8s. Rate: 349.96 forecasts/min [2026-01-06T20:35:54.463526] [DEBUG] [REMOTE ] VTYX: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:54.464294] [DEBUG] [LOCAL ] Loaded configuration for VTYX: 6 features, N/A% accuracy [2026-01-06T20:35:54.464352] [INFO ] [LOCAL ] VTYX: Loaded 6 optimal features with 50.84% confidence from JSON config [2026-01-06T20:35:54.464383] [DEBUG] [MAG ] Building data for symbol: VTYX with lookback: 0 [2026-01-06T20:35:54.465196] [DEBUG] [FEATURES ] DataBuilder: Executing 6 feature methods. [2026-01-06T20:35:54.465258] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:35:54.470112] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-06T20:35:54.471235] [DEBUG] [FEATURES ] DataBuilder: Executing add_fullday_parkinson_range [2026-01-06T20:35:54.473181] [DEBUG] [FEATURES ] DataBuilder: Executing add_volatility_decay_ratio [2026-01-06T20:35:54.474504] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_dispersion [2026-01-06T20:35:54.475967] [DEBUG] [FEATURES ] DataBuilder: Executing add_vwap_deviations [2026-01-06T20:35:54.482281] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:54.504451] [INFO ] [LOCAL ] ACCO: Saved forecast. [2026-01-06T20:35:54.504520] [INFO ] [main ] ACCO: Signal=1 (Conf=90.0%), Magnitude=0.15% (Conf=55.6902%) [2026-01-06T20:35:54.504701] [INFO ] [main ] Fetching symbol history for SREA... [2026-01-06T20:35:54.504746] [DEBUG] [REMOTE ] SREA: Fetching historical data. [2026-01-06T20:35:54.506212] [INFO ] [main ] Progress: 205/407 forecasts completed (50.4%). ACCO finished in 0.6s. ETA: 34.5s. Rate: 351.14 forecasts/min [2026-01-06T20:35:54.516563] [DEBUG] [REMOTE ] SREA: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:54.517697] [DEBUG] [LOCAL ] Loaded configuration for SREA: 1 features, N/A% accuracy [2026-01-06T20:35:54.517750] [INFO ] [LOCAL ] SREA: Loaded 1 optimal features with 48.66% confidence from JSON config [2026-01-06T20:35:54.517781] [DEBUG] [MAG ] Building data for symbol: SREA with lookback: 0 [2026-01-06T20:35:54.518624] [DEBUG] [FEATURES ] DataBuilder: Executing 1 feature methods. [2026-01-06T20:35:54.518695] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:35:54.523639] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:54.616564] [DEBUG] [MAG ] ERNA: Last date is validated at 2026-01-06 [2026-01-06T20:35:54.647407] [DEBUG] [MAG ] TROX: Last date is validated at 2026-01-06 [2026-01-06T20:35:54.787184] [DEBUG] [MAG ] ERNA: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:54.818072] [DEBUG] [MAG ] TROX: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:54.855249] [DEBUG] [MAG ] VTYX: Last date is validated at 2026-01-06 [2026-01-06T20:35:54.881524] [DEBUG] [MAG ] SREA: Last date is validated at 2026-01-06 [2026-01-06T20:35:54.884855] [INFO ] [LOCAL ] TROX: Saved forecast. [2026-01-06T20:35:54.884929] [INFO ] [main ] TROX: Signal=1 (Conf=90.0%), Magnitude=12.90% (Conf=52.6574%) [2026-01-06T20:35:54.885266] [INFO ] [main ] Fetching symbol history for EBC... [2026-01-06T20:35:54.885317] [DEBUG] [REMOTE ] EBC: Fetching historical data. [2026-01-06T20:35:54.885653] [INFO ] [main ] Progress: 206/407 forecasts completed (50.6%). TROX finished in 0.7s. ETA: 34.5s. Rate: 349.07 forecasts/min [2026-01-06T20:35:54.894920] [INFO ] [LOCAL ] ERNA: Saved forecast. [2026-01-06T20:35:54.895008] [INFO ] [main ] ERNA: Signal=1 (Conf=90.0%), Magnitude=-13.96% (Conf=45.3251%) [2026-01-06T20:35:54.895563] [INFO ] [main ] Fetching symbol history for CMCSA... [2026-01-06T20:35:54.895619] [INFO ] [main ] Progress: 207/407 forecasts completed (50.9%). ERNA finished in 0.6s. ETA: 34.2s. Rate: 350.66 forecasts/min [2026-01-06T20:35:54.895662] [DEBUG] [REMOTE ] CMCSA: Fetching historical data. [2026-01-06T20:35:54.896765] [DEBUG] [REMOTE ] EBC: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:54.898505] [DEBUG] [LOCAL ] Loaded configuration for EBC: 5 features, N/A% accuracy [2026-01-06T20:35:54.898564] [INFO ] [LOCAL ] EBC: Loaded 5 optimal features with 66.01% confidence from JSON config [2026-01-06T20:35:54.898618] [DEBUG] [MAG ] Building data for symbol: EBC with lookback: 0 [2026-01-06T20:35:54.899433] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-06T20:35:54.899495] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-06T20:35:54.900513] [DEBUG] [FEATURES ] DataBuilder: Executing add_directional_consistency [2026-01-06T20:35:54.911654] [DEBUG] [REMOTE ] CMCSA: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:54.912594] [DEBUG] [LOCAL ] Loaded configuration for CMCSA: 1 features, N/A% accuracy [2026-01-06T20:35:54.912646] [INFO ] [LOCAL ] CMCSA: Loaded 1 optimal features with 55.11% confidence from JSON config [2026-01-06T20:35:54.912677] [DEBUG] [MAG ] Building data for symbol: CMCSA with lookback: 0 [2026-01-06T20:35:54.913501] [DEBUG] [FEATURES ] DataBuilder: Executing 1 feature methods. [2026-01-06T20:35:54.913559] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-06T20:35:54.916179] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:55.030144] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_morning_composite [2026-01-06T20:35:55.031606] [DEBUG] [FEATURES ] DataBuilder: Executing add_morning_range_expansion [2026-01-06T20:35:55.036206] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_vs_prev_range_position [2026-01-06T20:35:55.039656] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:55.043243] [DEBUG] [MAG ] VTYX: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:55.058097] [DEBUG] [MAG ] SREA: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:55.113984] [INFO ] [LOCAL ] VTYX: Saved forecast. [2026-01-06T20:35:55.114054] [INFO ] [main ] VTYX: Signal=1 (Conf=90.0%), Magnitude=3.76% (Conf=50.8446%) [2026-01-06T20:35:55.114211] [INFO ] [main ] Fetching symbol history for HYMC... [2026-01-06T20:35:55.114254] [DEBUG] [REMOTE ] HYMC: Fetching historical data. [2026-01-06T20:35:55.114964] [INFO ] [main ] Progress: 208/407 forecasts completed (51.1%). VTYX finished in 0.7s. ETA: 34.1s. Rate: 350.19 forecasts/min [2026-01-06T20:35:55.125448] [DEBUG] [REMOTE ] HYMC: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:55.125679] [INFO ] [LOCAL ] SREA: Saved forecast. [2026-01-06T20:35:55.125750] [INFO ] [main ] SREA: Signal=1 (Conf=90.0%), Magnitude=-0.43% (Conf=48.6559%) [2026-01-06T20:35:55.126175] [INFO ] [main ] Fetching symbol history for PEN... [2026-01-06T20:35:55.126229] [DEBUG] [REMOTE ] PEN: Fetching historical data. [2026-01-06T20:35:55.126302] [INFO ] [main ] Progress: 209/407 forecasts completed (51.4%). SREA finished in 0.6s. ETA: 33.8s. Rate: 351.76 forecasts/min [2026-01-06T20:35:55.126739] [DEBUG] [LOCAL ] Loaded configuration for HYMC: 4 features, N/A% accuracy [2026-01-06T20:35:55.126788] [INFO ] [LOCAL ] HYMC: Loaded 4 optimal features with 54.38% confidence from JSON config [2026-01-06T20:35:55.126821] [DEBUG] [MAG ] Building data for symbol: HYMC with lookback: 0 [2026-01-06T20:35:55.128052] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-06T20:35:55.128117] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:55.129933] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:35:55.130479] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:35:55.130946] [DEBUG] [FEATURES ] DataBuilder: Executing add_overnight_gap_mag [2026-01-06T20:35:55.131700] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:55.138615] [DEBUG] [REMOTE ] PEN: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:55.139815] [DEBUG] [LOCAL ] Loaded configuration for PEN: 5 features, N/A% accuracy [2026-01-06T20:35:55.139872] [INFO ] [LOCAL ] PEN: Loaded 5 optimal features with 60.63% confidence from JSON config [2026-01-06T20:35:55.139904] [DEBUG] [MAG ] Building data for symbol: PEN with lookback: 0 [2026-01-06T20:35:55.140777] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-06T20:35:55.140839] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:35:55.145701] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-06T20:35:55.148235] [DEBUG] [FEATURES ] DataBuilder: Executing add_gaps [2026-01-06T20:35:55.149114] [DEBUG] [FEATURES ] DataBuilder: Executing add_preclose_acceleration_mag [2026-01-06T20:35:55.150144] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_flow_differentials [2026-01-06T20:35:55.152910] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:55.352610] [DEBUG] [MAG ] CMCSA: Last date is validated at 2026-01-06 [2026-01-06T20:35:55.385728] [DEBUG] [MAG ] EBC: Last date is validated at 2026-01-06 [2026-01-06T20:35:55.490273] [DEBUG] [MAG ] HYMC: Last date is validated at 2026-01-06 [2026-01-06T20:35:55.512086] [DEBUG] [MAG ] PEN: Last date is validated at 2026-01-06 [2026-01-06T20:35:55.532265] [DEBUG] [MAG ] CMCSA: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:55.573102] [DEBUG] [MAG ] EBC: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:55.613680] [INFO ] [LOCAL ] CMCSA: Saved forecast. [2026-01-06T20:35:55.613748] [INFO ] [main ] CMCSA: Signal=1 (Conf=90.0%), Magnitude=-2.57% (Conf=55.1091%) [2026-01-06T20:35:55.613903] [INFO ] [main ] Fetching symbol history for BFS... [2026-01-06T20:35:55.613947] [DEBUG] [REMOTE ] BFS: Fetching historical data. [2026-01-06T20:35:55.615654] [INFO ] [main ] Progress: 210/407 forecasts completed (51.6%). CMCSA finished in 0.7s. ETA: 33.9s. Rate: 348.66 forecasts/min [2026-01-06T20:35:55.626460] [DEBUG] [REMOTE ] BFS: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:55.627426] [DEBUG] [LOCAL ] Loaded configuration for BFS: 3 features, N/A% accuracy [2026-01-06T20:35:55.627476] [INFO ] [LOCAL ] BFS: Loaded 3 optimal features with 62.67% confidence from JSON config [2026-01-06T20:35:55.627508] [DEBUG] [MAG ] Building data for symbol: BFS with lookback: 0 [2026-01-06T20:35:55.628305] [DEBUG] [FEATURES ] DataBuilder: Executing 3 feature methods. [2026-01-06T20:35:55.628370] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:35:55.633169] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_skewness_proxies [2026-01-06T20:35:55.634499] [DEBUG] [FEATURES ] DataBuilder: Executing add_last_hour_momentum_mag [2026-01-06T20:35:55.635148] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:55.640994] [INFO ] [LOCAL ] EBC: Saved forecast. [2026-01-06T20:35:55.644387] [INFO ] [main ] EBC: Signal=1 (Conf=90.0%), Magnitude=-0.17% (Conf=66.006%) [2026-01-06T20:35:55.644770] [INFO ] [main ] Fetching symbol history for BEP... [2026-01-06T20:35:55.644823] [DEBUG] [REMOTE ] BEP: Fetching historical data. [2026-01-06T20:35:55.645762] [INFO ] [main ] Progress: 211/407 forecasts completed (51.8%). EBC finished in 0.8s. ETA: 33.6s. Rate: 350.03 forecasts/min [2026-01-06T20:35:55.656485] [DEBUG] [REMOTE ] BEP: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:55.657497] [DEBUG] [LOCAL ] Loaded configuration for BEP: 5 features, N/A% accuracy [2026-01-06T20:35:55.657558] [INFO ] [LOCAL ] BEP: Loaded 5 optimal features with 43.13% confidence from JSON config [2026-01-06T20:35:55.657610] [DEBUG] [MAG ] Building data for symbol: BEP with lookback: 0 [2026-01-06T20:35:55.658377] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-06T20:35:55.658437] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:55.660335] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:35:55.661051] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:35:55.661443] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-06T20:35:55.662200] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_day_volatility [2026-01-06T20:35:55.663973] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:55.671631] [DEBUG] [MAG ] HYMC: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:55.684713] [DEBUG] [MAG ] PEN: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:55.768775] [INFO ] [LOCAL ] HYMC: Saved forecast. [2026-01-06T20:35:55.768850] [INFO ] [main ] HYMC: Signal=1 (Conf=90.0%), Magnitude=-2.94% (Conf=54.3835%) [2026-01-06T20:35:55.769012] [INFO ] [main ] Fetching symbol history for PEB... [2026-01-06T20:35:55.769056] [DEBUG] [REMOTE ] PEB: Fetching historical data. [2026-01-06T20:35:55.770651] [INFO ] [main ] Progress: 212/407 forecasts completed (52.1%). HYMC finished in 0.7s. ETA: 33.4s. Rate: 350.47 forecasts/min [2026-01-06T20:35:55.780728] [DEBUG] [REMOTE ] PEB: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:55.781741] [DEBUG] [LOCAL ] Loaded configuration for PEB: 5 features, N/A% accuracy [2026-01-06T20:35:55.781793] [INFO ] [LOCAL ] PEB: Loaded 5 optimal features with 47.69% confidence from JSON config [2026-01-06T20:35:55.781825] [DEBUG] [MAG ] Building data for symbol: PEB with lookback: 0 [2026-01-06T20:35:55.782630] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-06T20:35:55.782691] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-06T20:35:55.783560] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_day_volatility [2026-01-06T20:35:55.785542] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_hour_microstructure [2026-01-06T20:35:55.788246] [DEBUG] [FEATURES ] DataBuilder: Executing add_micro_gap_fill_velocity [2026-01-06T20:35:55.790309] [DEBUG] [FEATURES ] DataBuilder: Executing add_prev_close_to_1100 [2026-01-06T20:35:55.791077] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:55.840841] [INFO ] [LOCAL ] PEN: Saved forecast. [2026-01-06T20:35:55.840911] [INFO ] [main ] PEN: Signal=1 (Conf=90.0%), Magnitude=-1.14% (Conf=60.6254%) [2026-01-06T20:35:55.841299] [INFO ] [main ] Progress: 213/407 forecasts completed (52.3%). PEN finished in 0.7s. ETA: 33.1s. Rate: 351.44 forecasts/min [2026-01-06T20:35:55.841437] [INFO ] [main ] Fetching symbol history for QQQI... [2026-01-06T20:35:55.841482] [DEBUG] [REMOTE ] QQQI: Fetching historical data. [2026-01-06T20:35:55.853884] [DEBUG] [REMOTE ] QQQI: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:55.855586] [DEBUG] [LOCAL ] Loaded configuration for QQQI: 6 features, N/A% accuracy [2026-01-06T20:35:55.855641] [INFO ] [LOCAL ] QQQI: Loaded 6 optimal features with 48.26% confidence from JSON config [2026-01-06T20:35:55.856005] [DEBUG] [MAG ] Building data for symbol: QQQI with lookback: 0 [2026-01-06T20:35:55.856841] [DEBUG] [FEATURES ] DataBuilder: Executing 6 feature methods. [2026-01-06T20:35:55.856919] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:35:55.861955] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:55.863888] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:35:55.864422] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:35:55.864866] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-06T20:35:55.867278] [DEBUG] [FEATURES ] DataBuilder: Executing add_preclose_acceleration_mag [2026-01-06T20:35:55.868319] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:55.978799] [DEBUG] [MAG ] BFS: Last date is validated at 2026-01-06 [2026-01-06T20:35:56.011639] [DEBUG] [MAG ] BEP: Last date is validated at 2026-01-06 [2026-01-06T20:35:56.145859] [DEBUG] [MAG ] BFS: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:56.148624] [DEBUG] [MAG ] PEB: Last date is validated at 2026-01-06 [2026-01-06T20:35:56.181292] [DEBUG] [MAG ] BEP: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:56.209340] [DEBUG] [MAG ] QQQI: Last date is validated at 2026-01-06 [2026-01-06T20:35:56.216947] [INFO ] [LOCAL ] BFS: Saved forecast. [2026-01-06T20:35:56.217014] [INFO ] [main ] BFS: Signal=1 (Conf=90.0%), Magnitude=1.28% (Conf=62.6656%) [2026-01-06T20:35:56.217656] [INFO ] [main ] Progress: 214/407 forecasts completed (52.6%). BFS finished in 0.6s. ETA: 33.1s. Rate: 349.48 forecasts/min [2026-01-06T20:35:56.217436] [INFO ] [main ] Fetching symbol history for BLK... [2026-01-06T20:35:56.217819] [DEBUG] [REMOTE ] BLK: Fetching historical data. [2026-01-06T20:35:56.236082] [DEBUG] [REMOTE ] BLK: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:56.237321] [DEBUG] [LOCAL ] Loaded configuration for BLK: 1 features, N/A% accuracy [2026-01-06T20:35:56.237382] [INFO ] [LOCAL ] BLK: Loaded 1 optimal features with 57.98% confidence from JSON config [2026-01-06T20:35:56.237415] [DEBUG] [MAG ] Building data for symbol: BLK with lookback: 0 [2026-01-06T20:35:56.238444] [DEBUG] [FEATURES ] DataBuilder: Executing 1 feature methods. [2026-01-06T20:35:56.238503] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:35:56.243728] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:56.260888] [INFO ] [LOCAL ] BEP: Saved forecast. [2026-01-06T20:35:56.260960] [INFO ] [main ] BEP: Signal=1 (Conf=90.0%), Magnitude=-1.88% (Conf=43.1255%) [2026-01-06T20:35:56.261441] [INFO ] [main ] Fetching symbol history for BLTE... [2026-01-06T20:35:56.261502] [DEBUG] [REMOTE ] BLTE: Fetching historical data. [2026-01-06T20:35:56.261659] [INFO ] [main ] Progress: 215/407 forecasts completed (52.8%). BEP finished in 0.6s. ETA: 32.8s. Rate: 350.69 forecasts/min [2026-01-06T20:35:56.273972] [DEBUG] [REMOTE ] BLTE: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:56.275222] [DEBUG] [LOCAL ] Loaded configuration for BLTE: 9 features, N/A% accuracy [2026-01-06T20:35:56.275279] [INFO ] [LOCAL ] BLTE: Loaded 9 optimal features with 54.30% confidence from JSON config [2026-01-06T20:35:56.275310] [DEBUG] [MAG ] Building data for symbol: BLTE with lookback: 0 [2026-01-06T20:35:56.276143] [DEBUG] [FEATURES ] DataBuilder: Executing 9 feature methods. [2026-01-06T20:35:56.276207] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:35:56.281603] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:56.283672] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:35:56.284262] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:35:56.284738] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_resolution_state [2026-01-06T20:35:56.328051] [DEBUG] [MAG ] PEB: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:56.347836] [DEBUG] [FEATURES ] DataBuilder: Executing add_range_overlap_v_prior_day [2026-01-06T20:35:56.350915] [DEBUG] [FEATURES ] DataBuilder: Executing add_range_volume_efficiency_refinements [2026-01-06T20:35:56.354861] [DEBUG] [FEATURES ] DataBuilder: Executing add_sma_ratio [2026-01-06T20:35:56.355689] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_flow_differentials [2026-01-06T20:35:56.358373] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:56.385340] [DEBUG] [MAG ] QQQI: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:56.401627] [INFO ] [LOCAL ] PEB: Saved forecast. [2026-01-06T20:35:56.401700] [INFO ] [main ] PEB: Signal=1 (Conf=90.0%), Magnitude=-0.92% (Conf=47.6917%) [2026-01-06T20:35:56.401893] [INFO ] [main ] Fetching symbol history for WTBA... [2026-01-06T20:35:56.402280] [DEBUG] [REMOTE ] WTBA: Fetching historical data. [2026-01-06T20:35:56.403821] [INFO ] [main ] Progress: 216/407 forecasts completed (53.1%). PEB finished in 0.6s. ETA: 32.7s. Rate: 350.96 forecasts/min [2026-01-06T20:35:56.414522] [DEBUG] [REMOTE ] WTBA: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:56.415459] [DEBUG] [LOCAL ] Loaded configuration for WTBA: 9 features, N/A% accuracy [2026-01-06T20:35:56.415518] [INFO ] [LOCAL ] WTBA: Loaded 9 optimal features with 64.38% confidence from JSON config [2026-01-06T20:35:56.415552] [DEBUG] [MAG ] Building data for symbol: WTBA with lookback: 0 [2026-01-06T20:35:56.416383] [DEBUG] [FEATURES ] DataBuilder: Executing 9 feature methods. [2026-01-06T20:35:56.416447] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:56.418182] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:35:56.418737] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:35:56.419175] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_morning_composite [2026-01-06T20:35:56.420318] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_hour_microstructure [2026-01-06T20:35:56.423648] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_session_pressure [2026-01-06T20:35:56.424759] [DEBUG] [FEATURES ] DataBuilder: Executing add_morning_range_expansion [2026-01-06T20:35:56.429196] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_dispersion [2026-01-06T20:35:56.430687] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_flow_differentials [2026-01-06T20:35:56.433454] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:56.478615] [INFO ] [LOCAL ] QQQI: Saved forecast. [2026-01-06T20:35:56.478688] [INFO ] [main ] QQQI: Signal=1 (Conf=90.0%), Magnitude=1.04% (Conf=48.2582%) [2026-01-06T20:35:56.479103] [INFO ] [main ] Progress: 217/407 forecasts completed (53.3%). QQQI finished in 0.6s. ETA: 32.4s. Rate: 351.87 forecasts/min [2026-01-06T20:35:56.479233] [INFO ] [main ] Fetching symbol history for NXGL... [2026-01-06T20:35:56.479286] [DEBUG] [REMOTE ] NXGL: Fetching historical data. [2026-01-06T20:35:56.492131] [DEBUG] [REMOTE ] NXGL: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:56.494808] [DEBUG] [LOCAL ] Loaded configuration for NXGL: 3 features, N/A% accuracy [2026-01-06T20:35:56.494869] [INFO ] [LOCAL ] NXGL: Loaded 3 optimal features with 49.28% confidence from JSON config [2026-01-06T20:35:56.494902] [DEBUG] [MAG ] Building data for symbol: NXGL with lookback: 0 [2026-01-06T20:35:56.495790] [DEBUG] [FEATURES ] DataBuilder: Executing 3 feature methods. [2026-01-06T20:35:56.495852] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:35:56.500787] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-06T20:35:56.503511] [DEBUG] [FEATURES ] DataBuilder: Executing add_morning_range_expansion [2026-01-06T20:35:56.507804] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:56.589389] [DEBUG] [MAG ] BLK: Last date is validated at 2026-01-06 [2026-01-06T20:35:56.709481] [DEBUG] [MAG ] BLTE: Last date is validated at 2026-01-06 [2026-01-06T20:35:56.758105] [DEBUG] [MAG ] BLK: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:56.788407] [DEBUG] [MAG ] WTBA: Last date is validated at 2026-01-06 [2026-01-06T20:35:56.858247] [DEBUG] [MAG ] NXGL: Last date is validated at 2026-01-06 [2026-01-06T20:35:56.888226] [DEBUG] [MAG ] BLTE: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:56.927130] [INFO ] [LOCAL ] BLK: Saved forecast. [2026-01-06T20:35:56.927205] [INFO ] [main ] BLK: Signal=1 (Conf=90.0%), Magnitude=-0.88% (Conf=57.9848%) [2026-01-06T20:35:56.927566] [INFO ] [main ] Fetching symbol history for EGY... [2026-01-06T20:35:56.927819] [DEBUG] [REMOTE ] EGY: Fetching historical data. [2026-01-06T20:35:56.928616] [INFO ] [main ] Progress: 218/407 forecasts completed (53.6%). BLK finished in 0.7s. ETA: 32.5s. Rate: 349.25 forecasts/min [2026-01-06T20:35:56.939534] [DEBUG] [REMOTE ] EGY: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:56.940411] [DEBUG] [LOCAL ] Loaded configuration for EGY: 1 features, N/A% accuracy [2026-01-06T20:35:56.940462] [INFO ] [LOCAL ] EGY: Loaded 1 optimal features with 53.52% confidence from JSON config [2026-01-06T20:35:56.940493] [DEBUG] [MAG ] Building data for symbol: EGY with lookback: 0 [2026-01-06T20:35:56.941270] [DEBUG] [FEATURES ] DataBuilder: Executing 1 feature methods. [2026-01-06T20:35:56.941328] [DEBUG] [FEATURES ] DataBuilder: Executing add_gaps [2026-01-06T20:35:56.942082] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:56.961773] [DEBUG] [MAG ] WTBA: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:57.018272] [INFO ] [LOCAL ] BLTE: Saved forecast. [2026-01-06T20:35:57.018342] [INFO ] [main ] BLTE: Signal=1 (Conf=90.0%), Magnitude=0.08% (Conf=54.3049%) [2026-01-06T20:35:57.018717] [INFO ] [main ] Fetching symbol history for ARCO... [2026-01-06T20:35:57.018807] [DEBUG] [REMOTE ] ARCO: Fetching historical data. [2026-01-06T20:35:57.019752] [INFO ] [main ] Progress: 219/407 forecasts completed (53.8%). BLTE finished in 0.8s. ETA: 32.2s. Rate: 350.00 forecasts/min [2026-01-06T20:35:57.031758] [DEBUG] [REMOTE ] ARCO: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:57.032709] [DEBUG] [LOCAL ] Loaded configuration for ARCO: 7 features, N/A% accuracy [2026-01-06T20:35:57.032764] [INFO ] [LOCAL ] ARCO: Loaded 7 optimal features with 55.72% confidence from JSON config [2026-01-06T20:35:57.032797] [DEBUG] [MAG ] Building data for symbol: ARCO with lookback: 0 [2026-01-06T20:35:57.032991] [DEBUG] [MAG ] NXGL: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:57.033655] [DEBUG] [FEATURES ] DataBuilder: Executing 7 feature methods. [2026-01-06T20:35:57.033720] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:35:57.038282] [INFO ] [LOCAL ] WTBA: Saved forecast. [2026-01-06T20:35:57.038352] [INFO ] [main ] WTBA: Signal=1 (Conf=90.0%), Magnitude=0.26% (Conf=64.3834%) [2026-01-06T20:35:57.038513] [INFO ] [main ] Fetching symbol history for ONDS... [2026-01-06T20:35:57.038556] [DEBUG] [REMOTE ] ONDS: Fetching historical data. [2026-01-06T20:35:57.039147] [DEBUG] [FEATURES ] DataBuilder: Executing add_fullday_parkinson_range [2026-01-06T20:35:57.039677] [INFO ] [main ] Progress: 220/407 forecasts completed (54.1%). WTBA finished in 0.6s. ETA: 31.9s. Rate: 351.41 forecasts/min [2026-01-06T20:35:57.041402] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_fill_state [2026-01-06T20:35:57.049942] [DEBUG] [REMOTE ] ONDS: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:57.050649] [DEBUG] [LOCAL ] Loaded configuration for ONDS: 5 features, N/A% accuracy [2026-01-06T20:35:57.050701] [INFO ] [LOCAL ] ONDS: Loaded 5 optimal features with 54.01% confidence from JSON config [2026-01-06T20:35:57.050732] [DEBUG] [MAG ] Building data for symbol: ONDS with lookback: 0 [2026-01-06T20:35:57.051498] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-06T20:35:57.051558] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:35:57.056520] [DEBUG] [FEATURES ] DataBuilder: Executing add_gaps [2026-01-06T20:35:57.057353] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_skewness_proxies [2026-01-06T20:35:57.058560] [DEBUG] [FEATURES ] DataBuilder: Executing add_micro_gap_fill_velocity [2026-01-06T20:35:57.060704] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:57.062710] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:57.084474] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_skewness_proxies [2026-01-06T20:35:57.086099] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_hour_microstructure [2026-01-06T20:35:57.089203] [DEBUG] [FEATURES ] DataBuilder: Executing add_micro_gap_fill_velocity [2026-01-06T20:35:57.091645] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_reversal_intensity [2026-01-06T20:35:57.093361] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:57.095811] [INFO ] [LOCAL ] NXGL: Saved forecast. [2026-01-06T20:35:57.095884] [INFO ] [main ] NXGL: Signal=1 (Conf=90.0%), Magnitude=-4.94% (Conf=49.2825%) [2026-01-06T20:35:57.096048] [INFO ] [main ] Fetching symbol history for AMPG... [2026-01-06T20:35:57.096094] [DEBUG] [REMOTE ] AMPG: Fetching historical data. [2026-01-06T20:35:57.097187] [INFO ] [main ] Progress: 221/407 forecasts completed (54.3%). NXGL finished in 0.6s. ETA: 31.7s. Rate: 352.47 forecasts/min [2026-01-06T20:35:57.108939] [DEBUG] [REMOTE ] AMPG: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:57.110000] [DEBUG] [LOCAL ] Loaded configuration for AMPG: 1 features, N/A% accuracy [2026-01-06T20:35:57.110055] [INFO ] [LOCAL ] AMPG: Loaded 1 optimal features with 47.95% confidence from JSON config [2026-01-06T20:35:57.110088] [DEBUG] [MAG ] Building data for symbol: AMPG with lookback: 0 [2026-01-06T20:35:57.110923] [DEBUG] [FEATURES ] DataBuilder: Executing 1 feature methods. [2026-01-06T20:35:57.110984] [DEBUG] [FEATURES ] DataBuilder: Executing add_preclose_acceleration_mag [2026-01-06T20:35:57.112009] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:57.288276] [DEBUG] [MAG ] EGY: Last date is validated at 2026-01-06 [2026-01-06T20:35:57.423305] [DEBUG] [MAG ] ONDS: Last date is validated at 2026-01-06 [2026-01-06T20:35:57.453759] [DEBUG] [MAG ] AMPG: Last date is validated at 2026-01-06 [2026-01-06T20:35:57.454699] [DEBUG] [MAG ] ARCO: Last date is validated at 2026-01-06 [2026-01-06T20:35:57.470046] [DEBUG] [MAG ] EGY: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:57.529200] [INFO ] [LOCAL ] EGY: Saved forecast. [2026-01-06T20:35:57.529279] [INFO ] [main ] EGY: Signal=1 (Conf=90.0%), Magnitude=0.05% (Conf=53.5245%) [2026-01-06T20:35:57.529675] [INFO ] [main ] Fetching symbol history for CF... [2026-01-06T20:35:57.529728] [DEBUG] [REMOTE ] CF: Fetching historical data. [2026-01-06T20:35:57.530656] [INFO ] [main ] Progress: 222/407 forecasts completed (54.5%). EGY finished in 0.6s. ETA: 31.7s. Rate: 350.03 forecasts/min [2026-01-06T20:35:57.542981] [DEBUG] [REMOTE ] CF: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:57.544156] [DEBUG] [LOCAL ] Loaded configuration for CF: 4 features, N/A% accuracy [2026-01-06T20:35:57.544218] [INFO ] [LOCAL ] CF: Loaded 4 optimal features with 59.27% confidence from JSON config [2026-01-06T20:35:57.544251] [DEBUG] [MAG ] Building data for symbol: CF with lookback: 0 [2026-01-06T20:35:57.545362] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-06T20:35:57.545441] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:57.547263] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:35:57.547849] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:35:57.548252] [DEBUG] [FEATURES ] DataBuilder: Executing add_directional_consistency [2026-01-06T20:35:57.599366] [DEBUG] [MAG ] ONDS: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:57.630996] [DEBUG] [MAG ] ARCO: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:57.631802] [DEBUG] [MAG ] AMPG: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:57.670825] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:57.679935] [INFO ] [LOCAL ] ONDS: Saved forecast. [2026-01-06T20:35:57.680006] [INFO ] [main ] ONDS: Signal=1 (Conf=90.0%), Magnitude=-8.62% (Conf=54.0059%) [2026-01-06T20:35:57.680166] [INFO ] [main ] Fetching symbol history for HTD... [2026-01-06T20:35:57.680212] [DEBUG] [REMOTE ] HTD: Fetching historical data. [2026-01-06T20:35:57.681024] [INFO ] [main ] Progress: 223/407 forecasts completed (54.8%). ONDS finished in 0.6s. ETA: 31.5s. Rate: 350.22 forecasts/min [2026-01-06T20:35:57.691891] [DEBUG] [REMOTE ] HTD: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:57.692878] [DEBUG] [LOCAL ] Loaded configuration for HTD: 3 features, N/A% accuracy [2026-01-06T20:35:57.692937] [INFO ] [LOCAL ] HTD: Loaded 3 optimal features with 46.35% confidence from JSON config [2026-01-06T20:35:57.692969] [DEBUG] [MAG ] Building data for symbol: HTD with lookback: 0 [2026-01-06T20:35:57.693767] [DEBUG] [FEATURES ] DataBuilder: Executing 3 feature methods. [2026-01-06T20:35:57.693826] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:57.695200] [INFO ] [LOCAL ] AMPG: Saved forecast. [2026-01-06T20:35:57.695265] [INFO ] [main ] AMPG: Signal=1 (Conf=90.0%), Magnitude=2.67% (Conf=47.9484%) [2026-01-06T20:35:57.695570] [INFO ] [main ] Progress: 224/407 forecasts completed (55.0%). AMPG finished in 0.6s. ETA: 31.2s. Rate: 351.66 forecasts/min [2026-01-06T20:35:57.695667] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:35:57.695704] [INFO ] [main ] Fetching symbol history for CGEN... [2026-01-06T20:35:57.695747] [DEBUG] [REMOTE ] CGEN: Fetching historical data. [2026-01-06T20:35:57.696170] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-06T20:35:57.697289] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:57.700129] [INFO ] [LOCAL ] ARCO: Saved forecast. [2026-01-06T20:35:57.700204] [INFO ] [main ] ARCO: Signal=1 (Conf=90.0%), Magnitude=2.83% (Conf=55.7169%) [2026-01-06T20:35:57.700367] [INFO ] [main ] Fetching symbol history for DKS... [2026-01-06T20:35:57.700415] [DEBUG] [REMOTE ] DKS: Fetching historical data. [2026-01-06T20:35:57.701694] [INFO ] [main ] Progress: 225/407 forecasts completed (55.3%). ARCO finished in 0.7s. ETA: 30.9s. Rate: 353.17 forecasts/min [2026-01-06T20:35:57.708887] [DEBUG] [REMOTE ] CGEN: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:57.709660] [DEBUG] [LOCAL ] Loaded configuration for CGEN: 5 features, N/A% accuracy [2026-01-06T20:35:57.709717] [INFO ] [LOCAL ] CGEN: Loaded 5 optimal features with 61.48% confidence from JSON config [2026-01-06T20:35:57.709750] [DEBUG] [MAG ] Building data for symbol: CGEN with lookback: 0 [2026-01-06T20:35:57.710520] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-06T20:35:57.710601] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:57.712315] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:35:57.712625] [DEBUG] [REMOTE ] DKS: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:57.712852] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:35:57.713289] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_skewness_proxies [2026-01-06T20:35:57.714403] [DEBUG] [LOCAL ] Loaded configuration for DKS: 4 features, N/A% accuracy [2026-01-06T20:35:57.714661] [INFO ] [LOCAL ] DKS: Loaded 4 optimal features with 59.49% confidence from JSON config [2026-01-06T20:35:57.714695] [DEBUG] [MAG ] Building data for symbol: DKS with lookback: 0 [2026-01-06T20:35:57.714909] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_volatility_percentile [2026-01-06T20:35:57.715473] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-06T20:35:57.715535] [DEBUG] [FEATURES ] DataBuilder: Executing add_gaps [2026-01-06T20:35:57.716348] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_session_pressure [2026-01-06T20:35:57.717414] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:57.719219] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_pressure_into_close [2026-01-06T20:35:57.720932] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:57.790641] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:58.020843] [DEBUG] [MAG ] CF: Last date is validated at 2026-01-06 [2026-01-06T20:35:58.053478] [DEBUG] [MAG ] HTD: Last date is validated at 2026-01-06 [2026-01-06T20:35:58.072626] [DEBUG] [MAG ] DKS: Last date is validated at 2026-01-06 [2026-01-06T20:35:58.137936] [DEBUG] [MAG ] CGEN: Last date is validated at 2026-01-06 [2026-01-06T20:35:58.195094] [DEBUG] [MAG ] CF: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:58.230044] [DEBUG] [MAG ] HTD: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:58.243040] [DEBUG] [MAG ] DKS: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:58.292160] [INFO ] [LOCAL ] HTD: Saved forecast. [2026-01-06T20:35:58.292227] [INFO ] [main ] HTD: Signal=1 (Conf=90.0%), Magnitude=0.32% (Conf=46.355%) [2026-01-06T20:35:58.292380] [INFO ] [main ] Fetching symbol history for AUDC... [2026-01-06T20:35:58.292423] [DEBUG] [REMOTE ] AUDC: Fetching historical data. [2026-01-06T20:35:58.292626] [INFO ] [main ] Progress: 226/407 forecasts completed (55.5%). HTD finished in 0.6s. ETA: 31.1s. Rate: 349.34 forecasts/min [2026-01-06T20:35:58.295922] [INFO ] [LOCAL ] CF: Saved forecast. [2026-01-06T20:35:58.296002] [INFO ] [main ] CF: Signal=1 (Conf=90.0%), Magnitude=2.33% (Conf=59.2726%) [2026-01-06T20:35:58.296319] [INFO ] [main ] Fetching symbol history for FOA... [2026-01-06T20:35:58.296312] [INFO ] [main ] Progress: 227/407 forecasts completed (55.8%). CF finished in 0.8s. ETA: 30.8s. Rate: 350.86 forecasts/min [2026-01-06T20:35:58.296372] [DEBUG] [REMOTE ] FOA: Fetching historical data. [2026-01-06T20:35:58.303481] [DEBUG] [REMOTE ] AUDC: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:58.304512] [DEBUG] [LOCAL ] Loaded configuration for AUDC: 6 features, N/A% accuracy [2026-01-06T20:35:58.304565] [INFO ] [LOCAL ] AUDC: Loaded 6 optimal features with 55.32% confidence from JSON config [2026-01-06T20:35:58.304621] [DEBUG] [MAG ] Building data for symbol: AUDC with lookback: 0 [2026-01-06T20:35:58.305439] [DEBUG] [FEATURES ] DataBuilder: Executing 6 feature methods. [2026-01-06T20:35:58.305503] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:35:58.307815] [DEBUG] [REMOTE ] FOA: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:58.308134] [DEBUG] [MAG ] CGEN: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:58.308588] [DEBUG] [LOCAL ] Loaded configuration for FOA: 5 features, N/A% accuracy [2026-01-06T20:35:58.308644] [INFO ] [LOCAL ] FOA: Loaded 5 optimal features with 67.32% confidence from JSON config [2026-01-06T20:35:58.308684] [DEBUG] [MAG ] Building data for symbol: FOA with lookback: 0 [2026-01-06T20:35:58.309505] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-06T20:35:58.309568] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:58.310520] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-06T20:35:58.311343] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:35:58.311533] [DEBUG] [FEATURES ] DataBuilder: Executing add_fullday_parkinson_range [2026-01-06T20:35:58.311900] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:35:58.312302] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_day_volatility [2026-01-06T20:35:58.313292] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_volatility_percentile [2026-01-06T20:35:58.314178] [DEBUG] [FEATURES ] DataBuilder: Executing add_regime_flags [2026-01-06T20:35:58.315248] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:58.365123] [INFO ] [LOCAL ] CGEN: Saved forecast. [2026-01-06T20:35:58.365195] [INFO ] [main ] CGEN: Signal=1 (Conf=90.0%), Magnitude=0.81% (Conf=61.4774%) [2026-01-06T20:35:58.365355] [INFO ] [main ] Fetching symbol history for RCKY... [2026-01-06T20:35:58.365400] [DEBUG] [REMOTE ] RCKY: Fetching historical data. [2026-01-06T20:35:58.366004] [INFO ] [main ] Progress: 228/407 forecasts completed (56.0%). CGEN finished in 0.7s. ETA: 30.5s. Rate: 351.77 forecasts/min [2026-01-06T20:35:58.371436] [INFO ] [LOCAL ] DKS: Saved forecast. [2026-01-06T20:35:58.371506] [INFO ] [main ] DKS: Signal=1 (Conf=90.0%), Magnitude=6.66% (Conf=59.4912%) [2026-01-06T20:35:58.372061] [INFO ] [main ] Fetching symbol history for LSPD... [2026-01-06T20:35:58.372112] [DEBUG] [REMOTE ] LSPD: Fetching historical data. [2026-01-06T20:35:58.372948] [INFO ] [main ] Progress: 229/407 forecasts completed (56.3%). DKS finished in 0.7s. ETA: 30.2s. Rate: 353.25 forecasts/min [2026-01-06T20:35:58.378084] [DEBUG] [REMOTE ] RCKY: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:58.378948] [DEBUG] [LOCAL ] Loaded configuration for RCKY: 7 features, N/A% accuracy [2026-01-06T20:35:58.379004] [INFO ] [LOCAL ] RCKY: Loaded 7 optimal features with 58.16% confidence from JSON config [2026-01-06T20:35:58.379038] [DEBUG] [MAG ] Building data for symbol: RCKY with lookback: 0 [2026-01-06T20:35:58.379869] [DEBUG] [FEATURES ] DataBuilder: Executing 7 feature methods. [2026-01-06T20:35:58.379933] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:35:58.384116] [DEBUG] [REMOTE ] LSPD: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:58.385042] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-06T20:35:58.385900] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-06T20:35:58.385623] [DEBUG] [LOCAL ] Loaded configuration for LSPD: 5 features, N/A% accuracy [2026-01-06T20:35:58.385998] [INFO ] [LOCAL ] LSPD: Loaded 5 optimal features with 50.65% confidence from JSON config [2026-01-06T20:35:58.386033] [DEBUG] [MAG ] Building data for symbol: LSPD with lookback: 0 [2026-01-06T20:35:58.386866] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-06T20:35:58.386929] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:35:58.388426] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_fill_state [2026-01-06T20:35:58.391811] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:58.393633] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:35:58.394088] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_vs_prev_range_position [2026-01-06T20:35:58.394312] [DEBUG] [FEATURES ] DataBuilder: Executing add_vol_of_vol [2026-01-06T20:35:58.395634] [DEBUG] [FEATURES ] DataBuilder: Executing add_volatility_state_percentiles [2026-01-06T20:35:58.397792] [DEBUG] [FEATURES ] DataBuilder: Executing add_preclose_acceleration_mag [2026-01-06T20:35:58.397984] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:58.398931] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:58.429022] [DEBUG] [FEATURES ] DataBuilder: Executing add_gaps [2026-01-06T20:35:58.429914] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_reversal_intensity [2026-01-06T20:35:58.431280] [DEBUG] [FEATURES ] DataBuilder: Executing add_vol_of_vol [2026-01-06T20:35:58.432914] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:58.684326] [DEBUG] [MAG ] FOA: Last date is validated at 2026-01-06 [2026-01-06T20:35:58.744039] [DEBUG] [MAG ] LSPD: Last date is validated at 2026-01-06 [2026-01-06T20:35:58.755425] [DEBUG] [MAG ] AUDC: Last date is validated at 2026-01-06 [2026-01-06T20:35:58.786950] [DEBUG] [MAG ] RCKY: Last date is validated at 2026-01-06 [2026-01-06T20:35:58.860516] [DEBUG] [MAG ] FOA: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:58.918860] [DEBUG] [MAG ] LSPD: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:58.935467] [DEBUG] [MAG ] AUDC: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:58.955933] [INFO ] [LOCAL ] FOA: Saved forecast. [2026-01-06T20:35:58.956018] [INFO ] [main ] FOA: Signal=1 (Conf=90.0%), Magnitude=-0.34% (Conf=67.3245%) [2026-01-06T20:35:58.956223] [INFO ] [main ] Fetching symbol history for ARI... [2026-01-06T20:35:58.956283] [DEBUG] [REMOTE ] ARI: Fetching historical data. [2026-01-06T20:35:58.957040] [INFO ] [main ] Progress: 230/407 forecasts completed (56.5%). FOA finished in 0.7s. ETA: 30.4s. Rate: 349.54 forecasts/min [2026-01-06T20:35:58.960794] [DEBUG] [MAG ] RCKY: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:58.968527] [DEBUG] [REMOTE ] ARI: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:58.969535] [DEBUG] [LOCAL ] Loaded configuration for ARI: 4 features, N/A% accuracy [2026-01-06T20:35:58.969614] [INFO ] [LOCAL ] ARI: Loaded 4 optimal features with 61.19% confidence from JSON config [2026-01-06T20:35:58.969649] [DEBUG] [MAG ] Building data for symbol: ARI with lookback: 0 [2026-01-06T20:35:58.970464] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-06T20:35:58.970525] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:35:58.975510] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:58.978394] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:35:58.979299] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:35:58.979910] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:58.993890] [INFO ] [LOCAL ] LSPD: Saved forecast. [2026-01-06T20:35:58.993960] [INFO ] [main ] LSPD: Signal=1 (Conf=90.0%), Magnitude=-0.77% (Conf=50.6472%) [2026-01-06T20:35:58.994138] [INFO ] [main ] Fetching symbol history for ULTA... [2026-01-06T20:35:58.994185] [DEBUG] [REMOTE ] ULTA: Fetching historical data. [2026-01-06T20:35:58.994962] [INFO ] [main ] Progress: 231/407 forecasts completed (56.8%). LSPD finished in 0.6s. ETA: 30.1s. Rate: 350.73 forecasts/min [2026-01-06T20:35:59.006413] [DEBUG] [REMOTE ] ULTA: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:59.007368] [DEBUG] [LOCAL ] Loaded configuration for ULTA: 7 features, N/A% accuracy [2026-01-06T20:35:59.007423] [INFO ] [LOCAL ] ULTA: Loaded 7 optimal features with 63.56% confidence from JSON config [2026-01-06T20:35:59.007455] [DEBUG] [MAG ] Building data for symbol: ULTA with lookback: 0 [2026-01-06T20:35:59.008289] [DEBUG] [FEATURES ] DataBuilder: Executing 7 feature methods. [2026-01-06T20:35:59.008355] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:35:59.009270] [INFO ] [LOCAL ] AUDC: Saved forecast. [2026-01-06T20:35:59.009332] [INFO ] [main ] AUDC: Signal=1 (Conf=90.0%), Magnitude=-0.31% (Conf=55.3167%) [2026-01-06T20:35:59.009493] [INFO ] [main ] Fetching symbol history for GBX... [2026-01-06T20:35:59.009538] [DEBUG] [REMOTE ] GBX: Fetching historical data. [2026-01-06T20:35:59.011008] [INFO ] [main ] Progress: 232/407 forecasts completed (57.0%). AUDC finished in 0.7s. ETA: 29.8s. Rate: 352.10 forecasts/min [2026-01-06T20:35:59.013685] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:59.015621] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:35:59.016107] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:35:59.016504] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-06T20:35:59.017476] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_morning_composite [2026-01-06T20:35:59.018436] [DEBUG] [FEATURES ] DataBuilder: Executing add_overnight_gap_amplitude [2026-01-06T20:35:59.019080] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:59.021319] [DEBUG] [REMOTE ] GBX: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:59.022189] [DEBUG] [LOCAL ] Loaded configuration for GBX: 6 features, N/A% accuracy [2026-01-06T20:35:59.022242] [INFO ] [LOCAL ] GBX: Loaded 6 optimal features with 41.18% confidence from JSON config [2026-01-06T20:35:59.022276] [DEBUG] [MAG ] Building data for symbol: GBX with lookback: 0 [2026-01-06T20:35:59.023080] [DEBUG] [FEATURES ] DataBuilder: Executing 6 feature methods. [2026-01-06T20:35:59.023194] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:59.028691] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:35:59.029236] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:35:59.029671] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-06T20:35:59.030841] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-06T20:35:59.031749] [DEBUG] [FEATURES ] DataBuilder: Executing add_range_volume_efficiency [2026-01-06T20:35:59.034045] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:59.060854] [INFO ] [LOCAL ] RCKY: Saved forecast. [2026-01-06T20:35:59.060924] [INFO ] [main ] RCKY: Signal=1 (Conf=90.0%), Magnitude=1.27% (Conf=58.1593%) [2026-01-06T20:35:59.061262] [INFO ] [main ] Progress: 233/407 forecasts completed (57.2%). RCKY finished in 0.7s. ETA: 29.6s. Rate: 353.17 forecasts/min [2026-01-06T20:35:59.061389] [INFO ] [main ] Fetching symbol history for MAXI... [2026-01-06T20:35:59.061992] [DEBUG] [REMOTE ] MAXI: Fetching historical data. [2026-01-06T20:35:59.077342] [DEBUG] [REMOTE ] MAXI: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:59.078253] [DEBUG] [LOCAL ] Loaded configuration for MAXI: 6 features, N/A% accuracy [2026-01-06T20:35:59.078312] [INFO ] [LOCAL ] MAXI: Loaded 6 optimal features with 43.99% confidence from JSON config [2026-01-06T20:35:59.078347] [DEBUG] [MAG ] Building data for symbol: MAXI with lookback: 0 [2026-01-06T20:35:59.079243] [DEBUG] [FEATURES ] DataBuilder: Executing 6 feature methods. [2026-01-06T20:35:59.079306] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:35:59.084310] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:59.086426] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:35:59.087150] [DEBUG] [FEATURES ] DataBuilder: Executing add_micro_gap_fill_velocity [2026-01-06T20:35:59.089204] [DEBUG] [FEATURES ] DataBuilder: Executing add_morning_followthrough_mag_T0 [2026-01-06T20:35:59.089950] [DEBUG] [FEATURES ] DataBuilder: Executing add_prior_mag_lag [2026-01-06T20:35:59.091535] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:59.341502] [DEBUG] [MAG ] ARI: Last date is validated at 2026-01-06 [2026-01-06T20:35:59.371367] [DEBUG] [MAG ] ULTA: Last date is validated at 2026-01-06 [2026-01-06T20:35:59.385309] [DEBUG] [MAG ] GBX: Last date is validated at 2026-01-06 [2026-01-06T20:35:59.447654] [DEBUG] [MAG ] MAXI: Last date is validated at 2026-01-06 [2026-01-06T20:35:59.510940] [DEBUG] [MAG ] ARI: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:59.542853] [DEBUG] [MAG ] ULTA: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:59.553847] [DEBUG] [MAG ] GBX: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:59.569044] [INFO ] [LOCAL ] ARI: Saved forecast. [2026-01-06T20:35:59.569116] [INFO ] [main ] ARI: Signal=1 (Conf=90.0%), Magnitude=-0.97% (Conf=61.1927%) [2026-01-06T20:35:59.569466] [INFO ] [main ] Fetching symbol history for PRAA... [2026-01-06T20:35:59.569517] [DEBUG] [REMOTE ] PRAA: Fetching historical data. [2026-01-06T20:35:59.570458] [INFO ] [main ] Progress: 234/407 forecasts completed (57.5%). ARI finished in 0.6s. ETA: 29.6s. Rate: 350.18 forecasts/min [2026-01-06T20:35:59.581268] [DEBUG] [REMOTE ] PRAA: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:59.582349] [DEBUG] [LOCAL ] Loaded configuration for PRAA: 7 features, N/A% accuracy [2026-01-06T20:35:59.582401] [INFO ] [LOCAL ] PRAA: Loaded 7 optimal features with 60.88% confidence from JSON config [2026-01-06T20:35:59.582457] [DEBUG] [MAG ] Building data for symbol: PRAA with lookback: 0 [2026-01-06T20:35:59.583269] [DEBUG] [FEATURES ] DataBuilder: Executing 7 feature methods. [2026-01-06T20:35:59.583331] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:59.585365] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:35:59.585898] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:35:59.586338] [DEBUG] [FEATURES ] DataBuilder: Executing add_range_volume_efficiency_refinements [2026-01-06T20:35:59.590266] [DEBUG] [FEATURES ] DataBuilder: Executing add_sma_ratio [2026-01-06T20:35:59.591116] [DEBUG] [FEATURES ] DataBuilder: Executing add_vol_of_vol [2026-01-06T20:35:59.592282] [DEBUG] [FEATURES ] DataBuilder: Executing add_volatility_state_percentiles [2026-01-06T20:35:59.594624] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:59.630822] [DEBUG] [MAG ] MAXI: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:35:59.648648] [INFO ] [LOCAL ] GBX: Saved forecast. [2026-01-06T20:35:59.648724] [INFO ] [main ] GBX: Signal=1 (Conf=90.0%), Magnitude=0.58% (Conf=41.182%) [2026-01-06T20:35:59.649090] [INFO ] [main ] Fetching symbol history for VCSH... [2026-01-06T20:35:59.649142] [DEBUG] [REMOTE ] VCSH: Fetching historical data. [2026-01-06T20:35:59.649660] [INFO ] [main ] Progress: 235/407 forecasts completed (57.7%). GBX finished in 0.6s. ETA: 29.4s. Rate: 350.99 forecasts/min [2026-01-06T20:35:59.659743] [DEBUG] [REMOTE ] VCSH: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:59.660734] [DEBUG] [LOCAL ] Loaded configuration for VCSH: 5 features, N/A% accuracy [2026-01-06T20:35:59.660787] [INFO ] [LOCAL ] VCSH: Loaded 5 optimal features with 54.94% confidence from JSON config [2026-01-06T20:35:59.660819] [DEBUG] [MAG ] Building data for symbol: VCSH with lookback: 0 [2026-01-06T20:35:59.661797] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-06T20:35:59.661857] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:35:59.666823] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:59.668593] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:35:59.669099] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:35:59.669496] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-06T20:35:59.670220] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:59.714854] [INFO ] [LOCAL ] ULTA: Saved forecast. [2026-01-06T20:35:59.714923] [INFO ] [main ] ULTA: Signal=1 (Conf=90.0%), Magnitude=1.31% (Conf=63.5582%) [2026-01-06T20:35:59.715381] [INFO ] [main ] Fetching symbol history for OMF... [2026-01-06T20:35:59.715435] [DEBUG] [REMOTE ] OMF: Fetching historical data. [2026-01-06T20:35:59.715660] [INFO ] [main ] Progress: 236/407 forecasts completed (58.0%). ULTA finished in 0.7s. ETA: 29.2s. Rate: 351.90 forecasts/min [2026-01-06T20:35:59.727380] [DEBUG] [REMOTE ] OMF: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:59.728307] [DEBUG] [LOCAL ] Loaded configuration for OMF: 8 features, N/A% accuracy [2026-01-06T20:35:59.728357] [INFO ] [LOCAL ] OMF: Loaded 8 optimal features with 51.23% confidence from JSON config [2026-01-06T20:35:59.728363] [INFO ] [LOCAL ] MAXI: Saved forecast. [2026-01-06T20:35:59.728388] [DEBUG] [MAG ] Building data for symbol: OMF with lookback: 0 [2026-01-06T20:35:59.728427] [INFO ] [main ] MAXI: Signal=1 (Conf=90.0%), Magnitude=3.59% (Conf=43.9866%) [2026-01-06T20:35:59.729012] [INFO ] [main ] Fetching symbol history for NFBK... [2026-01-06T20:35:59.729064] [DEBUG] [REMOTE ] NFBK: Fetching historical data. [2026-01-06T20:35:59.729391] [DEBUG] [FEATURES ] DataBuilder: Executing 8 feature methods. [2026-01-06T20:35:59.729546] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:35:59.729640] [INFO ] [main ] Progress: 237/407 forecasts completed (58.2%). MAXI finished in 0.7s. ETA: 28.9s. Rate: 353.27 forecasts/min [2026-01-06T20:35:59.734782] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:59.736688] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:35:59.737260] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:35:59.737718] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:35:59.738118] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_fill_state [2026-01-06T20:35:59.741494] [DEBUG] [REMOTE ] NFBK: Successfully parsed 300 rows of historical data. [2026-01-06T20:35:59.742420] [DEBUG] [LOCAL ] Loaded configuration for NFBK: 4 features, N/A% accuracy [2026-01-06T20:35:59.742472] [INFO ] [LOCAL ] NFBK: Loaded 4 optimal features with 58.27% confidence from JSON config [2026-01-06T20:35:59.742504] [DEBUG] [MAG ] Building data for symbol: NFBK with lookback: 0 [2026-01-06T20:35:59.743440] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-06T20:35:59.743514] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:35:59.745381] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:35:59.745919] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:35:59.746361] [DEBUG] [FEATURES ] DataBuilder: Executing add_last_hour_momentum_mag [2026-01-06T20:35:59.747021] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:59.779938] [DEBUG] [FEATURES ] DataBuilder: Executing add_last_hour_momentum_mag [2026-01-06T20:35:59.780780] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_11_elasticity [2026-01-06T20:35:59.782037] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:35:59.948149] [DEBUG] [MAG ] PRAA: Last date is validated at 2026-01-06 [2026-01-06T20:36:00.030918] [DEBUG] [MAG ] VCSH: Last date is validated at 2026-01-06 [2026-01-06T20:36:00.121921] [DEBUG] [MAG ] NFBK: Last date is validated at 2026-01-06 [2026-01-06T20:36:00.127690] [DEBUG] [MAG ] PRAA: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:00.231253] [DEBUG] [MAG ] VCSH: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:00.232243] [DEBUG] [MAG ] OMF: Last date is validated at 2026-01-06 [2026-01-06T20:36:00.254363] [INFO ] [LOCAL ] PRAA: Saved forecast. [2026-01-06T20:36:00.254435] [INFO ] [main ] PRAA: Signal=1 (Conf=90.0%), Magnitude=-5.89% (Conf=60.8799%) [2026-01-06T20:36:00.254849] [INFO ] [main ] Fetching symbol history for NXC... [2026-01-06T20:36:00.254909] [DEBUG] [REMOTE ] NXC: Fetching historical data. [2026-01-06T20:36:00.256655] [INFO ] [main ] Progress: 238/407 forecasts completed (58.5%). PRAA finished in 0.7s. ETA: 29.0s. Rate: 350.17 forecasts/min [2026-01-06T20:36:00.279435] [DEBUG] [REMOTE ] NXC: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:00.280235] [DEBUG] [LOCAL ] Loaded configuration for NXC: 9 features, N/A% accuracy [2026-01-06T20:36:00.280292] [INFO ] [LOCAL ] NXC: Loaded 9 optimal features with 38.27% confidence from JSON config [2026-01-06T20:36:00.280326] [DEBUG] [MAG ] Building data for symbol: NXC with lookback: 0 [2026-01-06T20:36:00.281147] [DEBUG] [FEATURES ] DataBuilder: Executing 9 feature methods. [2026-01-06T20:36:00.281213] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:36:00.291985] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-06T20:36:00.296229] [DEBUG] [FEATURES ] DataBuilder: Executing add_last_hour_momentum_mag [2026-01-06T20:36:00.297015] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:36:00.301901] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:36:00.302389] [DEBUG] [FEATURES ] DataBuilder: Executing add_regime_flags [2026-01-06T20:36:00.302663] [DEBUG] [MAG ] NFBK: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:00.303468] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_pressure_into_close [2026-01-06T20:36:00.308249] [DEBUG] [FEATURES ] DataBuilder: Executing add_preclose_acceleration_mag [2026-01-06T20:36:00.309390] [DEBUG] [FEATURES ] DataBuilder: Executing add_return_volume_nonlinearity_proxies [2026-01-06T20:36:00.310128] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:00.355499] [INFO ] [LOCAL ] VCSH: Saved forecast. [2026-01-06T20:36:00.355565] [INFO ] [main ] VCSH: Signal=1 (Conf=90.0%), Magnitude=0.03% (Conf=54.9399%) [2026-01-06T20:36:00.358830] [INFO ] [main ] Fetching symbol history for HOMB... [2026-01-06T20:36:00.358881] [DEBUG] [REMOTE ] HOMB: Fetching historical data. [2026-01-06T20:36:00.360025] [INFO ] [main ] Progress: 239/407 forecasts completed (58.7%). VCSH finished in 0.7s. ETA: 28.7s. Rate: 350.76 forecasts/min [2026-01-06T20:36:00.379054] [DEBUG] [REMOTE ] HOMB: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:00.382041] [DEBUG] [LOCAL ] Loaded configuration for HOMB: 10 features, N/A% accuracy [2026-01-06T20:36:00.382098] [INFO ] [LOCAL ] HOMB: Loaded 10 optimal features with 56.09% confidence from JSON config [2026-01-06T20:36:00.382133] [DEBUG] [MAG ] Building data for symbol: HOMB with lookback: 0 [2026-01-06T20:36:00.383130] [DEBUG] [FEATURES ] DataBuilder: Executing 10 feature methods. [2026-01-06T20:36:00.383210] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-06T20:36:00.386249] [DEBUG] [FEATURES ] DataBuilder: Executing add_directional_consistency [2026-01-06T20:36:00.397208] [INFO ] [LOCAL ] NFBK: Saved forecast. [2026-01-06T20:36:00.397278] [INFO ] [main ] NFBK: Signal=1 (Conf=90.0%), Magnitude=-1.39% (Conf=58.2656%) [2026-01-06T20:36:00.397431] [INFO ] [main ] Fetching symbol history for NAAS... [2026-01-06T20:36:00.397474] [DEBUG] [REMOTE ] NAAS: Fetching historical data. [2026-01-06T20:36:00.399631] [INFO ] [main ] Progress: 240/407 forecasts completed (59.0%). NFBK finished in 0.7s. ETA: 28.5s. Rate: 351.88 forecasts/min [2026-01-06T20:36:00.412073] [DEBUG] [REMOTE ] NAAS: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:00.413104] [DEBUG] [LOCAL ] Loaded configuration for NAAS: 5 features, N/A% accuracy [2026-01-06T20:36:00.413159] [INFO ] [LOCAL ] NAAS: Loaded 5 optimal features with 43.69% confidence from JSON config [2026-01-06T20:36:00.413191] [DEBUG] [MAG ] Building data for symbol: NAAS with lookback: 0 [2026-01-06T20:36:00.414228] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-06T20:36:00.414290] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:36:00.419856] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:36:00.422271] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:36:00.422796] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:36:00.423200] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-06T20:36:00.424072] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:00.452311] [DEBUG] [MAG ] OMF: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:00.556570] [INFO ] [LOCAL ] OMF: Saved forecast. [2026-01-06T20:36:00.559706] [INFO ] [main ] OMF: Signal=1 (Conf=90.0%), Magnitude=0.05% (Conf=51.2296%) [2026-01-06T20:36:00.559913] [INFO ] [main ] Fetching symbol history for KRNY... [2026-01-06T20:36:00.559963] [DEBUG] [REMOTE ] KRNY: Fetching historical data. [2026-01-06T20:36:00.560990] [INFO ] [main ] Progress: 241/407 forecasts completed (59.2%). OMF finished in 0.8s. ETA: 28.3s. Rate: 351.96 forecasts/min [2026-01-06T20:36:00.583171] [DEBUG] [REMOTE ] KRNY: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:00.584488] [DEBUG] [LOCAL ] Loaded configuration for KRNY: 2 features, N/A% accuracy [2026-01-06T20:36:00.584555] [INFO ] [LOCAL ] KRNY: Loaded 2 optimal features with 60.95% confidence from JSON config [2026-01-06T20:36:00.584622] [DEBUG] [MAG ] Building data for symbol: KRNY with lookback: 0 [2026-01-06T20:36:00.587632] [DEBUG] [FEATURES ] DataBuilder: Executing 2 feature methods. [2026-01-06T20:36:00.587705] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:36:00.598937] [DEBUG] [FEATURES ] DataBuilder: Executing add_prior_mag_lag [2026-01-06T20:36:00.600625] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:00.708926] [DEBUG] [FEATURES ] DataBuilder: Executing add_fullday_parkinson_range [2026-01-06T20:36:00.714021] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_skewness_proxies [2026-01-06T20:36:00.718649] [DEBUG] [FEATURES ] DataBuilder: Executing add_volatility_decay_ratio [2026-01-06T20:36:00.720067] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:36:00.722128] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:36:00.725665] [DEBUG] [FEATURES ] DataBuilder: Executing add_vol_of_vol [2026-01-06T20:36:00.727022] [DEBUG] [FEATURES ] DataBuilder: Executing add_volatility_state_percentiles [2026-01-06T20:36:00.732395] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_zscore [2026-01-06T20:36:00.737941] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:00.738946] [DEBUG] [MAG ] NXC: Last date is validated at 2026-01-06 [2026-01-06T20:36:00.908712] [DEBUG] [MAG ] NXC: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:00.913398] [DEBUG] [MAG ] NAAS: Last date is validated at 2026-01-06 [2026-01-06T20:36:00.963087] [DEBUG] [MAG ] KRNY: Last date is validated at 2026-01-06 [2026-01-06T20:36:00.968112] [INFO ] [LOCAL ] NXC: Saved forecast. [2026-01-06T20:36:00.968182] [INFO ] [main ] NXC: Signal=1 (Conf=90.0%), Magnitude=0.83% (Conf=38.2694%) [2026-01-06T20:36:00.968520] [INFO ] [main ] Fetching symbol history for GE... [2026-01-06T20:36:00.968585] [DEBUG] [REMOTE ] GE: Fetching historical data. [2026-01-06T20:36:00.968626] [INFO ] [main ] Progress: 242/407 forecasts completed (59.5%). NXC finished in 0.7s. ETA: 28.3s. Rate: 349.95 forecasts/min [2026-01-06T20:36:00.980323] [DEBUG] [REMOTE ] GE: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:00.981786] [DEBUG] [LOCAL ] Loaded configuration for GE: 9 features, N/A% accuracy [2026-01-06T20:36:00.981855] [INFO ] [LOCAL ] GE: Loaded 9 optimal features with 53.70% confidence from JSON config [2026-01-06T20:36:00.981887] [DEBUG] [MAG ] Building data for symbol: GE with lookback: 0 [2026-01-06T20:36:00.982740] [DEBUG] [FEATURES ] DataBuilder: Executing 9 feature methods. [2026-01-06T20:36:00.982804] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:36:00.987937] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:36:00.989887] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:36:00.990364] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:36:00.990846] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:36:00.991245] [DEBUG] [FEATURES ] DataBuilder: Executing add_fullday_parkinson_range [2026-01-06T20:36:00.992894] [DEBUG] [FEATURES ] DataBuilder: Executing add_pct_change [2026-01-06T20:36:00.994924] [DEBUG] [FEATURES ] DataBuilder: Executing add_prev_close_to_open [2026-01-06T20:36:00.995669] [DEBUG] [FEATURES ] DataBuilder: Executing add_shelf_lag [2026-01-06T20:36:00.996838] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:01.083668] [DEBUG] [MAG ] NAAS: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:01.135522] [DEBUG] [MAG ] KRNY: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:01.146001] [DEBUG] [MAG ] HOMB: Last date is validated at 2026-01-06 [2026-01-06T20:36:01.173114] [INFO ] [LOCAL ] NAAS: Saved forecast. [2026-01-06T20:36:01.173183] [INFO ] [main ] NAAS: Signal=1 (Conf=90.0%), Magnitude=-2.32% (Conf=43.6884%) [2026-01-06T20:36:01.173343] [INFO ] [main ] Fetching symbol history for CFO... [2026-01-06T20:36:01.173389] [DEBUG] [REMOTE ] CFO: Fetching historical data. [2026-01-06T20:36:01.174132] [INFO ] [main ] Progress: 243/407 forecasts completed (59.7%). NAAS finished in 0.8s. ETA: 28.1s. Rate: 349.66 forecasts/min [2026-01-06T20:36:01.194204] [DEBUG] [REMOTE ] CFO: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:01.196622] [DEBUG] [LOCAL ] Loaded configuration for CFO: 6 features, N/A% accuracy [2026-01-06T20:36:01.196683] [INFO ] [LOCAL ] CFO: Loaded 6 optimal features with 52.47% confidence from JSON config [2026-01-06T20:36:01.196718] [DEBUG] [MAG ] Building data for symbol: CFO with lookback: 0 [2026-01-06T20:36:01.198710] [DEBUG] [FEATURES ] DataBuilder: Executing 6 feature methods. [2026-01-06T20:36:01.198803] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:36:01.200599] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:36:01.201134] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:36:01.201539] [DEBUG] [FEATURES ] DataBuilder: Executing add_directional_consistency [2026-01-06T20:36:01.263388] [INFO ] [LOCAL ] KRNY: Saved forecast. [2026-01-06T20:36:01.263468] [INFO ] [main ] KRNY: Signal=1 (Conf=90.0%), Magnitude=0.83% (Conf=60.9547%) [2026-01-06T20:36:01.263680] [INFO ] [main ] Fetching symbol history for LCNB... [2026-01-06T20:36:01.263729] [DEBUG] [REMOTE ] LCNB: Fetching historical data. [2026-01-06T20:36:01.263971] [INFO ] [main ] Progress: 244/407 forecasts completed (60.0%). KRNY finished in 0.7s. ETA: 27.9s. Rate: 350.35 forecasts/min [2026-01-06T20:36:01.287426] [DEBUG] [REMOTE ] LCNB: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:01.292434] [DEBUG] [LOCAL ] Loaded configuration for LCNB: 8 features, N/A% accuracy [2026-01-06T20:36:01.292545] [INFO ] [LOCAL ] LCNB: Loaded 8 optimal features with 60.52% confidence from JSON config [2026-01-06T20:36:01.292608] [DEBUG] [MAG ] Building data for symbol: LCNB with lookback: 0 [2026-01-06T20:36:01.294090] [DEBUG] [FEATURES ] DataBuilder: Executing 8 feature methods. [2026-01-06T20:36:01.294166] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:36:01.305716] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:36:01.307830] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:36:01.308372] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:36:01.308905] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:36:01.312795] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-06T20:36:01.315605] [DEBUG] [FEATURES ] DataBuilder: Executing add_directional_consistency [2026-01-06T20:36:01.317016] [DEBUG] [MAG ] HOMB: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:01.361267] [DEBUG] [MAG ] GE: Last date is validated at 2026-01-06 [2026-01-06T20:36:01.377285] [DEBUG] [FEATURES ] DataBuilder: Executing add_fullday_parkinson_range [2026-01-06T20:36:01.383518] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_fill_state [2026-01-06T20:36:01.405633] [INFO ] [LOCAL ] HOMB: Saved forecast. [2026-01-06T20:36:01.405740] [INFO ] [main ] HOMB: Signal=1 (Conf=90.0%), Magnitude=-0.80% (Conf=56.0922%) [2026-01-06T20:36:01.405943] [INFO ] [main ] Fetching symbol history for ATOM... [2026-01-06T20:36:01.405991] [DEBUG] [REMOTE ] ATOM: Fetching historical data. [2026-01-06T20:36:01.407090] [INFO ] [main ] Progress: 245/407 forecasts completed (60.2%). HOMB finished in 1.0s. ETA: 27.7s. Rate: 350.58 forecasts/min [2026-01-06T20:36:01.418429] [DEBUG] [REMOTE ] ATOM: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:01.420446] [DEBUG] [LOCAL ] Loaded configuration for ATOM: 8 features, N/A% accuracy [2026-01-06T20:36:01.420518] [INFO ] [LOCAL ] ATOM: Loaded 8 optimal features with 58.80% confidence from JSON config [2026-01-06T20:36:01.420560] [DEBUG] [MAG ] Building data for symbol: ATOM with lookback: 0 [2026-01-06T20:36:01.421491] [DEBUG] [FEATURES ] DataBuilder: Executing 8 feature methods. [2026-01-06T20:36:01.421559] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:36:01.425278] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:01.427098] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:36:01.429712] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:36:01.430221] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_fill_state [2026-01-06T20:36:01.449979] [DEBUG] [FEATURES ] DataBuilder: Executing add_overnight_gap_amplitude [2026-01-06T20:36:01.450912] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:01.470685] [DEBUG] [FEATURES ] DataBuilder: Executing add_regime_flags [2026-01-06T20:36:01.472031] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_pressure_into_close [2026-01-06T20:36:01.473918] [DEBUG] [FEATURES ] DataBuilder: Executing add_preclose_acceleration_mag [2026-01-06T20:36:01.474999] [DEBUG] [FEATURES ] DataBuilder: Executing add_return_volume_nonlinearity_proxies [2026-01-06T20:36:01.475759] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:01.561350] [DEBUG] [MAG ] GE: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:01.775372] [DEBUG] [MAG ] CFO: Last date is validated at 2026-01-06 [2026-01-06T20:36:01.809737] [DEBUG] [MAG ] LCNB: Last date is validated at 2026-01-06 [2026-01-06T20:36:01.861704] [DEBUG] [MAG ] ATOM: Last date is validated at 2026-01-06 [2026-01-06T20:36:01.873219] [INFO ] [LOCAL ] GE: Saved forecast. [2026-01-06T20:36:01.873301] [INFO ] [main ] GE: Signal=1 (Conf=90.0%), Magnitude=0.82% (Conf=53.7006%) [2026-01-06T20:36:01.873466] [INFO ] [main ] Fetching symbol history for SUNS... [2026-01-06T20:36:01.873513] [DEBUG] [REMOTE ] SUNS: Fetching historical data. [2026-01-06T20:36:01.874604] [INFO ] [main ] Progress: 246/407 forecasts completed (60.4%). GE finished in 0.9s. ETA: 27.7s. Rate: 348.13 forecasts/min [2026-01-06T20:36:01.887119] [DEBUG] [REMOTE ] SUNS: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:01.888360] [DEBUG] [LOCAL ] Loaded configuration for SUNS: 3 features, N/A% accuracy [2026-01-06T20:36:01.888414] [INFO ] [LOCAL ] SUNS: Loaded 3 optimal features with 62.93% confidence from JSON config [2026-01-06T20:36:01.888452] [DEBUG] [MAG ] Building data for symbol: SUNS with lookback: 0 [2026-01-06T20:36:01.889332] [DEBUG] [FEATURES ] DataBuilder: Executing 3 feature methods. [2026-01-06T20:36:01.889406] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:36:01.894349] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-06T20:36:01.895230] [DEBUG] [FEATURES ] DataBuilder: Executing add_last_hour_momentum_mag [2026-01-06T20:36:01.895809] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:01.947364] [DEBUG] [MAG ] CFO: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:01.996804] [DEBUG] [MAG ] LCNB: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:02.028364] [INFO ] [LOCAL ] CFO: Saved forecast. [2026-01-06T20:36:02.028433] [INFO ] [main ] CFO: Signal=1 (Conf=90.0%), Magnitude=-0.39% (Conf=52.4712%) [2026-01-06T20:36:02.028608] [INFO ] [main ] Fetching symbol history for GTX... [2026-01-06T20:36:02.028655] [DEBUG] [REMOTE ] GTX: Fetching historical data. [2026-01-06T20:36:02.029623] [INFO ] [main ] Progress: 247/407 forecasts completed (60.7%). CFO finished in 0.9s. ETA: 27.6s. Rate: 348.27 forecasts/min [2026-01-06T20:36:02.039357] [DEBUG] [MAG ] ATOM: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:02.040981] [DEBUG] [REMOTE ] GTX: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:02.042004] [DEBUG] [LOCAL ] Loaded configuration for GTX: 3 features, N/A% accuracy [2026-01-06T20:36:02.042058] [INFO ] [LOCAL ] GTX: Loaded 3 optimal features with 65.77% confidence from JSON config [2026-01-06T20:36:02.042091] [DEBUG] [MAG ] Building data for symbol: GTX with lookback: 0 [2026-01-06T20:36:02.042928] [DEBUG] [FEATURES ] DataBuilder: Executing 3 feature methods. [2026-01-06T20:36:02.042990] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:36:02.044783] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:36:02.045311] [DEBUG] [FEATURES ] DataBuilder: Executing add_morning_range_expansion [2026-01-06T20:36:02.050106] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:02.073879] [INFO ] [LOCAL ] LCNB: Saved forecast. [2026-01-06T20:36:02.073951] [INFO ] [main ] LCNB: Signal=1 (Conf=90.0%), Magnitude=0.18% (Conf=60.5229%) [2026-01-06T20:36:02.074113] [INFO ] [main ] Fetching symbol history for WBX... [2026-01-06T20:36:02.074158] [DEBUG] [REMOTE ] WBX: Fetching historical data. [2026-01-06T20:36:02.074849] [INFO ] [main ] Progress: 248/407 forecasts completed (60.9%). LCNB finished in 0.8s. ETA: 27.3s. Rate: 349.31 forecasts/min [2026-01-06T20:36:02.086050] [DEBUG] [REMOTE ] WBX: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:02.087092] [DEBUG] [LOCAL ] Loaded configuration for WBX: 2 features, N/A% accuracy [2026-01-06T20:36:02.087147] [INFO ] [LOCAL ] WBX: Loaded 2 optimal features with 65.89% confidence from JSON config [2026-01-06T20:36:02.087179] [DEBUG] [MAG ] Building data for symbol: WBX with lookback: 0 [2026-01-06T20:36:02.088049] [DEBUG] [FEATURES ] DataBuilder: Executing 2 feature methods. [2026-01-06T20:36:02.088110] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:36:02.093234] [DEBUG] [FEATURES ] DataBuilder: Executing add_last_hour_momentum_mag [2026-01-06T20:36:02.093994] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:02.129261] [INFO ] [LOCAL ] ATOM: Saved forecast. [2026-01-06T20:36:02.129342] [INFO ] [main ] ATOM: Signal=1 (Conf=90.0%), Magnitude=7.69% (Conf=58.8046%) [2026-01-06T20:36:02.129691] [INFO ] [main ] Fetching symbol history for QYLG... [2026-01-06T20:36:02.129743] [DEBUG] [REMOTE ] QYLG: Fetching historical data. [2026-01-06T20:36:02.130664] [INFO ] [main ] Progress: 249/407 forecasts completed (61.2%). ATOM finished in 0.7s. ETA: 27.1s. Rate: 350.26 forecasts/min [2026-01-06T20:36:02.140798] [DEBUG] [REMOTE ] QYLG: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:02.142067] [DEBUG] [LOCAL ] Loaded configuration for QYLG: 8 features, N/A% accuracy [2026-01-06T20:36:02.142127] [INFO ] [LOCAL ] QYLG: Loaded 8 optimal features with 51.12% confidence from JSON config [2026-01-06T20:36:02.142159] [DEBUG] [MAG ] Building data for symbol: QYLG with lookback: 0 [2026-01-06T20:36:02.143040] [DEBUG] [FEATURES ] DataBuilder: Executing 8 feature methods. [2026-01-06T20:36:02.143106] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:36:02.148376] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:36:02.150282] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:36:02.150802] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:36:02.151200] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-06T20:36:02.153664] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_resolution_state [2026-01-06T20:36:02.205757] [DEBUG] [FEATURES ] DataBuilder: Executing add_last_hour_momentum_mag [2026-01-06T20:36:02.206669] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_session_pressure [2026-01-06T20:36:02.207693] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:02.245299] [DEBUG] [MAG ] SUNS: Last date is validated at 2026-01-06 [2026-01-06T20:36:02.394667] [DEBUG] [MAG ] GTX: Last date is validated at 2026-01-06 [2026-01-06T20:36:02.413671] [DEBUG] [MAG ] SUNS: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:02.440875] [DEBUG] [MAG ] WBX: Last date is validated at 2026-01-06 [2026-01-06T20:36:02.487242] [INFO ] [LOCAL ] SUNS: Saved forecast. [2026-01-06T20:36:02.487318] [INFO ] [main ] SUNS: Signal=1 (Conf=90.0%), Magnitude=2.27% (Conf=62.9295%) [2026-01-06T20:36:02.487711] [INFO ] [main ] Fetching symbol history for NABL... [2026-01-06T20:36:02.487763] [DEBUG] [REMOTE ] NABL: Fetching historical data. [2026-01-06T20:36:02.488554] [INFO ] [main ] Progress: 250/407 forecasts completed (61.4%). SUNS finished in 0.6s. ETA: 27.0s. Rate: 348.74 forecasts/min [2026-01-06T20:36:02.500443] [DEBUG] [REMOTE ] NABL: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:02.501530] [DEBUG] [LOCAL ] Loaded configuration for NABL: 6 features, N/A% accuracy [2026-01-06T20:36:02.501607] [INFO ] [LOCAL ] NABL: Loaded 6 optimal features with 50.17% confidence from JSON config [2026-01-06T20:36:02.501642] [DEBUG] [MAG ] Building data for symbol: NABL with lookback: 0 [2026-01-06T20:36:02.502454] [DEBUG] [FEATURES ] DataBuilder: Executing 6 feature methods. [2026-01-06T20:36:02.502870] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:36:02.505051] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:36:02.505556] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:36:02.506173] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_resolution_state [2026-01-06T20:36:02.549067] [DEBUG] [MAG ] QYLG: Last date is validated at 2026-01-06 [2026-01-06T20:36:02.559294] [DEBUG] [FEATURES ] DataBuilder: Executing add_preclose_acceleration_mag [2026-01-06T20:36:02.560644] [DEBUG] [FEATURES ] DataBuilder: Executing add_prev_close_to_1100 [2026-01-06T20:36:02.561344] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:02.567317] [DEBUG] [MAG ] GTX: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:02.621712] [DEBUG] [MAG ] WBX: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:02.637210] [INFO ] [LOCAL ] GTX: Saved forecast. [2026-01-06T20:36:02.637281] [INFO ] [main ] GTX: Signal=1 (Conf=90.0%), Magnitude=-0.51% (Conf=65.7706%) [2026-01-06T20:36:02.637441] [INFO ] [main ] Fetching symbol history for CNSP... [2026-01-06T20:36:02.637486] [DEBUG] [REMOTE ] CNSP: Fetching historical data. [2026-01-06T20:36:02.637854] [INFO ] [main ] Progress: 251/407 forecasts completed (61.7%). GTX finished in 0.6s. ETA: 26.8s. Rate: 348.93 forecasts/min [2026-01-06T20:36:02.649407] [DEBUG] [REMOTE ] CNSP: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:02.650498] [DEBUG] [LOCAL ] Loaded configuration for CNSP: 4 features, N/A% accuracy [2026-01-06T20:36:02.650558] [INFO ] [LOCAL ] CNSP: Loaded 4 optimal features with 29.76% confidence from JSON config [2026-01-06T20:36:02.650618] [DEBUG] [MAG ] Building data for symbol: CNSP with lookback: 0 [2026-01-06T20:36:02.651424] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-06T20:36:02.651499] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:36:02.656672] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-06T20:36:02.657737] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_11_elasticity [2026-01-06T20:36:02.659200] [DEBUG] [FEATURES ] DataBuilder: Executing add_signed_carry_history_11 [2026-01-06T20:36:02.660684] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:02.701165] [INFO ] [LOCAL ] WBX: Saved forecast. [2026-01-06T20:36:02.701235] [INFO ] [main ] WBX: Signal=1 (Conf=90.0%), Magnitude=14.42% (Conf=65.8947%) [2026-01-06T20:36:02.701405] [INFO ] [main ] Fetching symbol history for TSDD... [2026-01-06T20:36:02.701460] [DEBUG] [REMOTE ] TSDD: Fetching historical data. [2026-01-06T20:36:02.701853] [INFO ] [main ] Progress: 252/407 forecasts completed (61.9%). WBX finished in 0.6s. ETA: 26.6s. Rate: 349.80 forecasts/min [2026-01-06T20:36:02.716093] [DEBUG] [REMOTE ] TSDD: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:02.719064] [DEBUG] [LOCAL ] Loaded configuration for TSDD: 6 features, N/A% accuracy [2026-01-06T20:36:02.719143] [INFO ] [LOCAL ] TSDD: Loaded 6 optimal features with 58.58% confidence from JSON config [2026-01-06T20:36:02.719189] [DEBUG] [MAG ] Building data for symbol: TSDD with lookback: 0 [2026-01-06T20:36:02.720483] [DEBUG] [FEATURES ] DataBuilder: Executing 6 feature methods. [2026-01-06T20:36:02.720610] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:36:02.725887] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:36:02.727750] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:36:02.728299] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:36:02.728741] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-06T20:36:02.731652] [DEBUG] [FEATURES ] DataBuilder: Executing add_range_volume_efficiency_refinements [2026-01-06T20:36:02.735844] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:02.742164] [DEBUG] [MAG ] QYLG: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:02.819299] [INFO ] [LOCAL ] QYLG: Saved forecast. [2026-01-06T20:36:02.819370] [INFO ] [main ] QYLG: Signal=1 (Conf=90.0%), Magnitude=1.16% (Conf=51.1181%) [2026-01-06T20:36:02.819730] [INFO ] [main ] Fetching symbol history for ARBB... [2026-01-06T20:36:02.819782] [DEBUG] [REMOTE ] ARBB: Fetching historical data. [2026-01-06T20:36:02.820667] [INFO ] [main ] Progress: 253/407 forecasts completed (62.2%). QYLG finished in 0.7s. ETA: 26.4s. Rate: 350.22 forecasts/min [2026-01-06T20:36:02.830171] [DEBUG] [REMOTE ] ARBB: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:02.831243] [DEBUG] [LOCAL ] Loaded configuration for ARBB: 10 features, N/A% accuracy [2026-01-06T20:36:02.831296] [INFO ] [LOCAL ] ARBB: Loaded 10 optimal features with 40.52% confidence from JSON config [2026-01-06T20:36:02.831327] [DEBUG] [MAG ] Building data for symbol: ARBB with lookback: 0 [2026-01-06T20:36:02.832179] [DEBUG] [FEATURES ] DataBuilder: Executing 10 feature methods. [2026-01-06T20:36:02.832245] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:36:02.837174] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:36:02.839121] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:36:02.839626] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:36:02.840072] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:36:02.840469] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_volatility_percentile [2026-01-06T20:36:02.916681] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_session_pressure [2026-01-06T20:36:02.917919] [DEBUG] [FEATURES ] DataBuilder: Executing add_micro_gap_fill_velocity [2026-01-06T20:36:02.919993] [DEBUG] [FEATURES ] DataBuilder: Executing add_morning_followthrough_mag_T0 [2026-01-06T20:36:02.920737] [DEBUG] [FEATURES ] DataBuilder: Executing add_range_volume_efficiency_refinements [2026-01-06T20:36:02.924743] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:02.929254] [DEBUG] [MAG ] NABL: Last date is validated at 2026-01-06 [2026-01-06T20:36:03.034659] [DEBUG] [MAG ] CNSP: Last date is validated at 2026-01-06 [2026-01-06T20:36:03.088676] [DEBUG] [MAG ] TSDD: Last date is validated at 2026-01-06 [2026-01-06T20:36:03.109960] [DEBUG] [MAG ] NABL: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:03.177211] [INFO ] [LOCAL ] NABL: Saved forecast. [2026-01-06T20:36:03.177280] [INFO ] [main ] NABL: Signal=1 (Conf=90.0%), Magnitude=-7.26% (Conf=50.1663%) [2026-01-06T20:36:03.177441] [INFO ] [main ] Fetching symbol history for NLOP... [2026-01-06T20:36:03.177487] [DEBUG] [REMOTE ] NLOP: Fetching historical data. [2026-01-06T20:36:03.178562] [INFO ] [main ] Progress: 254/407 forecasts completed (62.4%). NABL finished in 0.7s. ETA: 26.3s. Rate: 348.73 forecasts/min [2026-01-06T20:36:03.191049] [DEBUG] [REMOTE ] NLOP: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:03.192515] [DEBUG] [LOCAL ] Loaded configuration for NLOP: 6 features, N/A% accuracy [2026-01-06T20:36:03.192601] [INFO ] [LOCAL ] NLOP: Loaded 6 optimal features with 51.76% confidence from JSON config [2026-01-06T20:36:03.192641] [DEBUG] [MAG ] Building data for symbol: NLOP with lookback: 0 [2026-01-06T20:36:03.193439] [DEBUG] [FEATURES ] DataBuilder: Executing 6 feature methods. [2026-01-06T20:36:03.193502] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:36:03.195524] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:36:03.196304] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:36:03.196885] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-06T20:36:03.197676] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-06T20:36:03.198530] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_volatility_percentile [2026-01-06T20:36:03.225499] [DEBUG] [MAG ] CNSP: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:03.260865] [DEBUG] [MAG ] TSDD: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:03.271256] [DEBUG] [MAG ] ARBB: Last date is validated at 2026-01-06 [2026-01-06T20:36:03.279872] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:03.373652] [INFO ] [LOCAL ] CNSP: Saved forecast. [2026-01-06T20:36:03.373726] [INFO ] [main ] CNSP: Signal=1 (Conf=90.0%), Magnitude=-0.75% (Conf=29.7596%) [2026-01-06T20:36:03.374084] [INFO ] [main ] Fetching symbol history for SHY... [2026-01-06T20:36:03.374135] [DEBUG] [REMOTE ] SHY: Fetching historical data. [2026-01-06T20:36:03.374669] [INFO ] [main ] Progress: 255/407 forecasts completed (62.7%). CNSP finished in 0.7s. ETA: 26.2s. Rate: 348.54 forecasts/min [2026-01-06T20:36:03.385518] [DEBUG] [REMOTE ] SHY: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:03.386616] [DEBUG] [LOCAL ] Loaded configuration for SHY: 9 features, N/A% accuracy [2026-01-06T20:36:03.386685] [INFO ] [LOCAL ] SHY: Loaded 9 optimal features with 44.87% confidence from JSON config [2026-01-06T20:36:03.386728] [DEBUG] [MAG ] Building data for symbol: SHY with lookback: 0 [2026-01-06T20:36:03.387515] [DEBUG] [FEATURES ] DataBuilder: Executing 9 feature methods. [2026-01-06T20:36:03.387601] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:36:03.389320] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:36:03.389861] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_session_pressure [2026-01-06T20:36:03.390917] [DEBUG] [FEATURES ] DataBuilder: Executing add_morning_range_expansion [2026-01-06T20:36:03.395195] [DEBUG] [FEATURES ] DataBuilder: Executing add_preclose_acceleration_mag [2026-01-06T20:36:03.396410] [DEBUG] [FEATURES ] DataBuilder: Executing add_prev_1100_to_open [2026-01-06T20:36:03.397337] [DEBUG] [FEATURES ] DataBuilder: Executing add_sma_ratio [2026-01-06T20:36:03.398069] [DEBUG] [FEATURES ] DataBuilder: Executing add_vol_of_vol [2026-01-06T20:36:03.399187] [DEBUG] [FEATURES ] DataBuilder: Executing add_volatility_state_percentiles [2026-01-06T20:36:03.401144] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:03.415648] [INFO ] [LOCAL ] TSDD: Saved forecast. [2026-01-06T20:36:03.415738] [INFO ] [main ] TSDD: Signal=1 (Conf=90.0%), Magnitude=-6.90% (Conf=58.5843%) [2026-01-06T20:36:03.415902] [INFO ] [main ] Fetching symbol history for SIEB... [2026-01-06T20:36:03.415947] [DEBUG] [REMOTE ] SIEB: Fetching historical data. [2026-01-06T20:36:03.417221] [INFO ] [main ] Progress: 256/407 forecasts completed (62.9%). TSDD finished in 0.7s. ETA: 25.9s. Rate: 349.57 forecasts/min [2026-01-06T20:36:03.427459] [DEBUG] [REMOTE ] SIEB: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:03.428464] [DEBUG] [LOCAL ] Loaded configuration for SIEB: 6 features, N/A% accuracy [2026-01-06T20:36:03.428530] [INFO ] [LOCAL ] SIEB: Loaded 6 optimal features with 56.53% confidence from JSON config [2026-01-06T20:36:03.428589] [DEBUG] [MAG ] Building data for symbol: SIEB with lookback: 0 [2026-01-06T20:36:03.429414] [DEBUG] [FEATURES ] DataBuilder: Executing 6 feature methods. [2026-01-06T20:36:03.429477] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:36:03.434303] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:36:03.436136] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:36:03.436634] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:36:03.437025] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-06T20:36:03.439433] [DEBUG] [FEATURES ] DataBuilder: Executing add_prior_day_tail_pressure [2026-01-06T20:36:03.442294] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:03.442473] [DEBUG] [MAG ] ARBB: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:03.538520] [INFO ] [LOCAL ] ARBB: Saved forecast. [2026-01-06T20:36:03.538608] [INFO ] [main ] ARBB: Signal=1 (Conf=90.0%), Magnitude=-3.52% (Conf=40.5193%) [2026-01-06T20:36:03.538989] [INFO ] [main ] Fetching symbol history for ESTC... [2026-01-06T20:36:03.539041] [DEBUG] [REMOTE ] ESTC: Fetching historical data. [2026-01-06T20:36:03.539660] [INFO ] [main ] Progress: 257/407 forecasts completed (63.1%). ARBB finished in 0.7s. ETA: 25.7s. Rate: 349.96 forecasts/min [2026-01-06T20:36:03.550493] [DEBUG] [REMOTE ] ESTC: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:03.551654] [DEBUG] [LOCAL ] Loaded configuration for ESTC: 10 features, N/A% accuracy [2026-01-06T20:36:03.551709] [INFO ] [LOCAL ] ESTC: Loaded 10 optimal features with 50.43% confidence from JSON config [2026-01-06T20:36:03.551740] [DEBUG] [MAG ] Building data for symbol: ESTC with lookback: 0 [2026-01-06T20:36:03.552514] [DEBUG] [FEATURES ] DataBuilder: Executing 10 feature methods. [2026-01-06T20:36:03.552596] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:36:03.557945] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:36:03.559882] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:36:03.560349] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:36:03.560760] [DEBUG] [FEATURES ] DataBuilder: Executing add_directional_consistency [2026-01-06T20:36:03.630268] [DEBUG] [MAG ] NLOP: Last date is validated at 2026-01-06 [2026-01-06T20:36:03.671808] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_skewness_proxies [2026-01-06T20:36:03.673139] [DEBUG] [FEATURES ] DataBuilder: Executing add_range_volume_efficiency [2026-01-06T20:36:03.675285] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:36:03.675773] [DEBUG] [FEATURES ] DataBuilder: Executing add_vol_of_vol [2026-01-06T20:36:03.676881] [DEBUG] [FEATURES ] DataBuilder: Executing add_volatility_state_percentiles [2026-01-06T20:36:03.678877] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:03.752984] [DEBUG] [MAG ] SHY: Last date is validated at 2026-01-06 [2026-01-06T20:36:03.794306] [DEBUG] [MAG ] SIEB: Last date is validated at 2026-01-06 [2026-01-06T20:36:03.796115] [DEBUG] [MAG ] NLOP: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:03.877703] [INFO ] [LOCAL ] NLOP: Saved forecast. [2026-01-06T20:36:03.877773] [INFO ] [main ] NLOP: Signal=1 (Conf=90.0%), Magnitude=2.89% (Conf=51.7626%) [2026-01-06T20:36:03.877932] [INFO ] [main ] Fetching symbol history for NVS... [2026-01-06T20:36:03.877976] [DEBUG] [REMOTE ] NVS: Fetching historical data. [2026-01-06T20:36:03.878907] [INFO ] [main ] Progress: 258/407 forecasts completed (63.4%). NLOP finished in 0.7s. ETA: 25.6s. Rate: 348.63 forecasts/min [2026-01-06T20:36:03.890615] [DEBUG] [REMOTE ] NVS: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:03.891745] [DEBUG] [LOCAL ] Loaded configuration for NVS: 6 features, N/A% accuracy [2026-01-06T20:36:03.891799] [INFO ] [LOCAL ] NVS: Loaded 6 optimal features with 47.22% confidence from JSON config [2026-01-06T20:36:03.891830] [DEBUG] [MAG ] Building data for symbol: NVS with lookback: 0 [2026-01-06T20:36:03.892646] [DEBUG] [FEATURES ] DataBuilder: Executing 6 feature methods. [2026-01-06T20:36:03.892707] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:36:03.897468] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-06T20:36:03.898281] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-06T20:36:03.899145] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_reversal_intensity [2026-01-06T20:36:03.900461] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_vs_prev_range_position [2026-01-06T20:36:03.903318] [DEBUG] [FEATURES ] DataBuilder: Executing add_preclose_acceleration_mag [2026-01-06T20:36:03.904377] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:03.928484] [DEBUG] [MAG ] SHY: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:03.971826] [DEBUG] [MAG ] SIEB: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:03.990102] [INFO ] [LOCAL ] SHY: Saved forecast. [2026-01-06T20:36:03.990172] [INFO ] [main ] SHY: Signal=1 (Conf=90.0%), Magnitude=-0.01% (Conf=44.8688%) [2026-01-06T20:36:03.990330] [INFO ] [main ] Fetching symbol history for BOH... [2026-01-06T20:36:03.990374] [DEBUG] [REMOTE ] BOH: Fetching historical data. [2026-01-06T20:36:03.991214] [INFO ] [main ] Progress: 259/407 forecasts completed (63.6%). SHY finished in 0.6s. ETA: 25.4s. Rate: 349.10 forecasts/min [2026-01-06T20:36:04.001939] [DEBUG] [REMOTE ] BOH: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:04.002991] [DEBUG] [LOCAL ] Loaded configuration for BOH: 5 features, N/A% accuracy [2026-01-06T20:36:04.003054] [INFO ] [LOCAL ] BOH: Loaded 5 optimal features with 56.69% confidence from JSON config [2026-01-06T20:36:04.003096] [DEBUG] [MAG ] Building data for symbol: BOH with lookback: 0 [2026-01-06T20:36:04.004041] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-06T20:36:04.004106] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:36:04.009117] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-06T20:36:04.010008] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_skewness_proxies [2026-01-06T20:36:04.011174] [DEBUG] [FEATURES ] DataBuilder: Executing add_range_volume_efficiency_refinements [2026-01-06T20:36:04.015233] [DEBUG] [FEATURES ] DataBuilder: Executing add_regime_flags [2026-01-06T20:36:04.016462] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:04.024708] [DEBUG] [MAG ] ESTC: Last date is validated at 2026-01-06 [2026-01-06T20:36:04.038614] [INFO ] [LOCAL ] SIEB: Saved forecast. [2026-01-06T20:36:04.038686] [INFO ] [main ] SIEB: Signal=1 (Conf=90.0%), Magnitude=-0.19% (Conf=56.5313%) [2026-01-06T20:36:04.038867] [INFO ] [main ] Fetching symbol history for VEEE... [2026-01-06T20:36:04.038915] [DEBUG] [REMOTE ] VEEE: Fetching historical data. [2026-01-06T20:36:04.040686] [INFO ] [main ] Progress: 260/407 forecasts completed (63.9%). SIEB finished in 0.6s. ETA: 25.2s. Rate: 350.06 forecasts/min [2026-01-06T20:36:04.051927] [DEBUG] [REMOTE ] VEEE: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:04.053141] [DEBUG] [LOCAL ] Loaded configuration for VEEE: 5 features, N/A% accuracy [2026-01-06T20:36:04.053196] [INFO ] [LOCAL ] VEEE: Loaded 5 optimal features with 59.60% confidence from JSON config [2026-01-06T20:36:04.053228] [DEBUG] [MAG ] Building data for symbol: VEEE with lookback: 0 [2026-01-06T20:36:04.054279] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-06T20:36:04.054343] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-06T20:36:04.056822] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_volatility_percentile [2026-01-06T20:36:04.138070] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_reversal_intensity [2026-01-06T20:36:04.139676] [DEBUG] [FEATURES ] DataBuilder: Executing add_prev_1100_to_open [2026-01-06T20:36:04.140388] [DEBUG] [FEATURES ] DataBuilder: Executing add_prior_day_tail_pressure [2026-01-06T20:36:04.143240] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:04.204953] [DEBUG] [MAG ] ESTC: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:04.248630] [DEBUG] [MAG ] NVS: Last date is validated at 2026-01-06 [2026-01-06T20:36:04.337518] [INFO ] [LOCAL ] ESTC: Saved forecast. [2026-01-06T20:36:04.337609] [INFO ] [main ] ESTC: Signal=1 (Conf=90.0%), Magnitude=-2.03% (Conf=50.4264%) [2026-01-06T20:36:04.337996] [INFO ] [main ] Fetching symbol history for UMC... [2026-01-06T20:36:04.338065] [DEBUG] [REMOTE ] UMC: Fetching historical data. [2026-01-06T20:36:04.338655] [INFO ] [main ] Progress: 261/407 forecasts completed (64.1%). ESTC finished in 0.8s. ETA: 25.1s. Rate: 349.07 forecasts/min [2026-01-06T20:36:04.350194] [DEBUG] [REMOTE ] UMC: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:04.351956] [DEBUG] [LOCAL ] Loaded configuration for UMC: 8 features, N/A% accuracy [2026-01-06T20:36:04.352023] [INFO ] [LOCAL ] UMC: Loaded 8 optimal features with 62.62% confidence from JSON config [2026-01-06T20:36:04.352096] [DEBUG] [MAG ] Building data for symbol: UMC with lookback: 0 [2026-01-06T20:36:04.353167] [DEBUG] [FEATURES ] DataBuilder: Executing 8 feature methods. [2026-01-06T20:36:04.353234] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:36:04.355566] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:36:04.356132] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-06T20:36:04.359063] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_morning_composite [2026-01-06T20:36:04.359885] [DEBUG] [MAG ] BOH: Last date is validated at 2026-01-06 [2026-01-06T20:36:04.360318] [DEBUG] [FEATURES ] DataBuilder: Executing add_morning_range_expansion [2026-01-06T20:36:04.365223] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_reversal_intensity [2026-01-06T20:36:04.366749] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_zscore [2026-01-06T20:36:04.368651] [DEBUG] [FEATURES ] DataBuilder: Executing add_vwap_deviations [2026-01-06T20:36:04.374676] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:04.434915] [DEBUG] [MAG ] NVS: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:04.491654] [DEBUG] [MAG ] VEEE: Last date is validated at 2026-01-06 [2026-01-06T20:36:04.534499] [DEBUG] [MAG ] BOH: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:04.539324] [INFO ] [LOCAL ] NVS: Saved forecast. [2026-01-06T20:36:04.539395] [INFO ] [main ] NVS: Signal=1 (Conf=90.0%), Magnitude=-1.48% (Conf=47.2228%) [2026-01-06T20:36:04.539776] [INFO ] [main ] Fetching symbol history for ACM... [2026-01-06T20:36:04.539828] [DEBUG] [REMOTE ] ACM: Fetching historical data. [2026-01-06T20:36:04.540667] [INFO ] [main ] Progress: 262/407 forecasts completed (64.4%). NVS finished in 0.7s. ETA: 24.9s. Rate: 348.84 forecasts/min [2026-01-06T20:36:04.551742] [DEBUG] [REMOTE ] ACM: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:04.552702] [DEBUG] [LOCAL ] Loaded configuration for ACM: 3 features, N/A% accuracy [2026-01-06T20:36:04.552758] [INFO ] [LOCAL ] ACM: Loaded 3 optimal features with 67.66% confidence from JSON config [2026-01-06T20:36:04.552796] [DEBUG] [MAG ] Building data for symbol: ACM with lookback: 0 [2026-01-06T20:36:04.553563] [DEBUG] [FEATURES ] DataBuilder: Executing 3 feature methods. [2026-01-06T20:36:04.553640] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:36:04.555506] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:36:04.556020] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:36:04.556406] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:04.630908] [INFO ] [LOCAL ] BOH: Saved forecast. [2026-01-06T20:36:04.630991] [INFO ] [main ] BOH: Signal=1 (Conf=90.0%), Magnitude=1.32% (Conf=56.6925%) [2026-01-06T20:36:04.631147] [INFO ] [main ] Fetching symbol history for TXRH... [2026-01-06T20:36:04.631190] [DEBUG] [REMOTE ] TXRH: Fetching historical data. [2026-01-06T20:36:04.632012] [INFO ] [main ] Progress: 263/407 forecasts completed (64.6%). BOH finished in 0.6s. ETA: 24.7s. Rate: 349.46 forecasts/min [2026-01-06T20:36:04.643503] [DEBUG] [REMOTE ] TXRH: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:04.644646] [DEBUG] [LOCAL ] Loaded configuration for TXRH: 5 features, N/A% accuracy [2026-01-06T20:36:04.644712] [INFO ] [LOCAL ] TXRH: Loaded 5 optimal features with 60.23% confidence from JSON config [2026-01-06T20:36:04.644748] [DEBUG] [MAG ] Building data for symbol: TXRH with lookback: 0 [2026-01-06T20:36:04.645765] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-06T20:36:04.645829] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:36:04.650879] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-06T20:36:04.653435] [DEBUG] [FEATURES ] DataBuilder: Executing add_directional_consistency [2026-01-06T20:36:04.671405] [DEBUG] [MAG ] VEEE: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:04.744650] [DEBUG] [MAG ] UMC: Last date is validated at 2026-01-06 [2026-01-06T20:36:04.746235] [INFO ] [LOCAL ] VEEE: Saved forecast. [2026-01-06T20:36:04.746306] [INFO ] [main ] VEEE: Signal=1 (Conf=90.0%), Magnitude=2.17% (Conf=59.5977%) [2026-01-06T20:36:04.746471] [INFO ] [main ] Fetching symbol history for PPH... [2026-01-06T20:36:04.746516] [DEBUG] [REMOTE ] PPH: Fetching historical data. [2026-01-06T20:36:04.747334] [INFO ] [main ] Progress: 264/407 forecasts completed (64.9%). VEEE finished in 0.7s. ETA: 24.5s. Rate: 349.90 forecasts/min [2026-01-06T20:36:04.758447] [DEBUG] [REMOTE ] PPH: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:04.762478] [DEBUG] [LOCAL ] Loaded configuration for PPH: 6 features, N/A% accuracy [2026-01-06T20:36:04.762556] [INFO ] [LOCAL ] PPH: Loaded 6 optimal features with 54.07% confidence from JSON config [2026-01-06T20:36:04.762618] [DEBUG] [MAG ] Building data for symbol: PPH with lookback: 0 [2026-01-06T20:36:04.763687] [DEBUG] [FEATURES ] DataBuilder: Executing 6 feature methods. [2026-01-06T20:36:04.763754] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:36:04.766726] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:36:04.767441] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:36:04.767909] [DEBUG] [FEATURES ] DataBuilder: Executing add_directional_consistency [2026-01-06T20:36:04.772423] [DEBUG] [FEATURES ] DataBuilder: Executing add_regime [2026-01-06T20:36:04.788422] [DEBUG] [FEATURES ] DataBuilder: Executing add_shelf_lag [2026-01-06T20:36:04.789962] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:04.885627] [DEBUG] [FEATURES ] DataBuilder: Executing add_volatility_decay_ratio [2026-01-06T20:36:04.887067] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_flow_differentials [2026-01-06T20:36:04.890344] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:04.906955] [DEBUG] [MAG ] ACM: Last date is validated at 2026-01-06 [2026-01-06T20:36:04.914038] [DEBUG] [MAG ] UMC: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:04.979175] [INFO ] [LOCAL ] UMC: Saved forecast. [2026-01-06T20:36:04.979245] [INFO ] [main ] UMC: Signal=1 (Conf=90.0%), Magnitude=2.63% (Conf=62.6217%) [2026-01-06T20:36:04.979605] [INFO ] [main ] Fetching symbol history for REFI... [2026-01-06T20:36:04.979657] [DEBUG] [REMOTE ] REFI: Fetching historical data. [2026-01-06T20:36:04.979665] [INFO ] [main ] Progress: 265/407 forecasts completed (65.1%). UMC finished in 0.6s. ETA: 24.4s. Rate: 349.43 forecasts/min [2026-01-06T20:36:04.993133] [DEBUG] [REMOTE ] REFI: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:04.994202] [DEBUG] [LOCAL ] Loaded configuration for REFI: 10 features, N/A% accuracy [2026-01-06T20:36:04.994256] [INFO ] [LOCAL ] REFI: Loaded 10 optimal features with 49.37% confidence from JSON config [2026-01-06T20:36:04.994290] [DEBUG] [MAG ] Building data for symbol: REFI with lookback: 0 [2026-01-06T20:36:04.995159] [DEBUG] [FEATURES ] DataBuilder: Executing 10 feature methods. [2026-01-06T20:36:04.995225] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:36:05.000250] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:36:05.002288] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:36:05.002794] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:36:05.003188] [DEBUG] [FEATURES ] DataBuilder: Executing add_fullday_parkinson_range [2026-01-06T20:36:05.004815] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_fill_state [2026-01-06T20:36:05.045450] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_skewness_proxies [2026-01-06T20:36:05.046966] [DEBUG] [FEATURES ] DataBuilder: Executing add_last_hour_momentum_mag [2026-01-06T20:36:05.047647] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_vs_prev_range_position [2026-01-06T20:36:05.050805] [DEBUG] [FEATURES ] DataBuilder: Executing add_prior_mag_lag [2026-01-06T20:36:05.052489] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:05.087031] [DEBUG] [MAG ] ACM: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:05.136002] [DEBUG] [MAG ] TXRH: Last date is validated at 2026-01-06 [2026-01-06T20:36:05.196401] [INFO ] [LOCAL ] ACM: Saved forecast. [2026-01-06T20:36:05.196474] [INFO ] [main ] ACM: Signal=1 (Conf=90.0%), Magnitude=0.16% (Conf=67.6611%) [2026-01-06T20:36:05.197159] [INFO ] [main ] Fetching symbol history for GD... [2026-01-06T20:36:05.197213] [DEBUG] [REMOTE ] GD: Fetching historical data. [2026-01-06T20:36:05.197663] [INFO ] [main ] Progress: 266/407 forecasts completed (65.4%). ACM finished in 0.7s. ETA: 24.2s. Rate: 349.08 forecasts/min [2026-01-06T20:36:05.209120] [DEBUG] [REMOTE ] GD: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:05.210138] [DEBUG] [LOCAL ] Loaded configuration for GD: 1 features, N/A% accuracy [2026-01-06T20:36:05.210196] [INFO ] [LOCAL ] GD: Loaded 1 optimal features with 61.78% confidence from JSON config [2026-01-06T20:36:05.210229] [DEBUG] [MAG ] Building data for symbol: GD with lookback: 0 [2026-01-06T20:36:05.211056] [DEBUG] [FEATURES ] DataBuilder: Executing 1 feature methods. [2026-01-06T20:36:05.211115] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_morning_composite [2026-01-06T20:36:05.212074] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:05.236329] [DEBUG] [MAG ] PPH: Last date is validated at 2026-01-06 [2026-01-06T20:36:05.310445] [DEBUG] [MAG ] TXRH: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:05.400139] [DEBUG] [MAG ] REFI: Last date is validated at 2026-01-06 [2026-01-06T20:36:05.419770] [DEBUG] [MAG ] PPH: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:05.524279] [INFO ] [LOCAL ] PPH: Saved forecast. [2026-01-06T20:36:05.524350] [INFO ] [main ] PPH: Signal=1 (Conf=90.0%), Magnitude=0.59% (Conf=54.0703%) [2026-01-06T20:36:05.524743] [INFO ] [main ] Fetching symbol history for BANX... [2026-01-06T20:36:05.524797] [DEBUG] [REMOTE ] BANX: Fetching historical data. [2026-01-06T20:36:05.525642] [INFO ] [main ] Progress: 267/407 forecasts completed (65.6%). PPH finished in 0.8s. ETA: 24.1s. Rate: 347.89 forecasts/min [2026-01-06T20:36:05.537155] [DEBUG] [REMOTE ] BANX: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:05.538211] [DEBUG] [LOCAL ] Loaded configuration for BANX: 8 features, N/A% accuracy [2026-01-06T20:36:05.538269] [INFO ] [LOCAL ] BANX: Loaded 8 optimal features with 56.89% confidence from JSON config [2026-01-06T20:36:05.538303] [DEBUG] [MAG ] Building data for symbol: BANX with lookback: 0 [2026-01-06T20:36:05.539294] [DEBUG] [FEATURES ] DataBuilder: Executing 8 feature methods. [2026-01-06T20:36:05.539363] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:36:05.541197] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:36:05.541785] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:36:05.542198] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-06T20:36:05.543012] [DEBUG] [FEATURES ] DataBuilder: Executing add_gaps [2026-01-06T20:36:05.543853] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_hour_microstructure [2026-01-06T20:36:05.546813] [DEBUG] [FEATURES ] DataBuilder: Executing add_morning_range_expansion [2026-01-06T20:36:05.551738] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_dispersion [2026-01-06T20:36:05.553431] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:05.560495] [INFO ] [LOCAL ] TXRH: Saved forecast. [2026-01-06T20:36:05.560594] [INFO ] [main ] TXRH: Signal=1 (Conf=90.0%), Magnitude=2.07% (Conf=60.2298%) [2026-01-06T20:36:05.560769] [INFO ] [main ] Fetching symbol history for NVTS... [2026-01-06T20:36:05.561316] [DEBUG] [REMOTE ] NVTS: Fetching historical data. [2026-01-06T20:36:05.561672] [INFO ] [main ] Progress: 268/407 forecasts completed (65.8%). TXRH finished in 0.9s. ETA: 23.9s. Rate: 348.92 forecasts/min [2026-01-06T20:36:05.575447] [DEBUG] [MAG ] REFI: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:05.575954] [DEBUG] [REMOTE ] NVTS: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:05.576391] [DEBUG] [MAG ] GD: Last date is validated at 2026-01-06 [2026-01-06T20:36:05.577189] [DEBUG] [LOCAL ] Loaded configuration for NVTS: 4 features, N/A% accuracy [2026-01-06T20:36:05.577242] [INFO ] [LOCAL ] NVTS: Loaded 4 optimal features with 53.50% confidence from JSON config [2026-01-06T20:36:05.577275] [DEBUG] [MAG ] Building data for symbol: NVTS with lookback: 0 [2026-01-06T20:36:05.578127] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-06T20:36:05.578190] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:36:05.583220] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-06T20:36:05.585793] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_fill_state [2026-01-06T20:36:05.628449] [DEBUG] [FEATURES ] DataBuilder: Executing add_morning_range_expansion [2026-01-06T20:36:05.633843] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:05.651456] [INFO ] [LOCAL ] REFI: Saved forecast. [2026-01-06T20:36:05.651530] [INFO ] [main ] REFI: Signal=1 (Conf=90.0%), Magnitude=-0.91% (Conf=49.3732%) [2026-01-06T20:36:05.651715] [INFO ] [main ] Fetching symbol history for THQ... [2026-01-06T20:36:05.651762] [DEBUG] [REMOTE ] THQ: Fetching historical data. [2026-01-06T20:36:05.652989] [INFO ] [main ] Progress: 269/407 forecasts completed (66.1%). REFI finished in 0.7s. ETA: 23.7s. Rate: 349.53 forecasts/min [2026-01-06T20:36:05.664620] [DEBUG] [REMOTE ] THQ: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:05.667522] [DEBUG] [LOCAL ] Loaded configuration for THQ: 4 features, N/A% accuracy [2026-01-06T20:36:05.667598] [INFO ] [LOCAL ] THQ: Loaded 4 optimal features with 55.02% confidence from JSON config [2026-01-06T20:36:05.667633] [DEBUG] [MAG ] Building data for symbol: THQ with lookback: 0 [2026-01-06T20:36:05.668437] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-06T20:36:05.668506] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:36:05.673857] [DEBUG] [FEATURES ] DataBuilder: Executing add_directional_consistency [2026-01-06T20:36:05.749012] [DEBUG] [MAG ] GD: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:05.789962] [DEBUG] [FEATURES ] DataBuilder: Executing add_fullday_parkinson_range [2026-01-06T20:36:05.792040] [DEBUG] [FEATURES ] DataBuilder: Executing add_gaps [2026-01-06T20:36:05.792882] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:05.884952] [INFO ] [LOCAL ] GD: Saved forecast. [2026-01-06T20:36:05.885022] [INFO ] [main ] GD: Signal=1 (Conf=90.0%), Magnitude=0.27% (Conf=61.7785%) [2026-01-06T20:36:05.885190] [INFO ] [main ] Fetching symbol history for PFGC... [2026-01-06T20:36:05.885235] [DEBUG] [REMOTE ] PFGC: Fetching historical data. [2026-01-06T20:36:05.886084] [INFO ] [main ] Progress: 270/407 forecasts completed (66.3%). GD finished in 0.7s. ETA: 23.5s. Rate: 349.07 forecasts/min [2026-01-06T20:36:05.899891] [DEBUG] [REMOTE ] PFGC: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:05.901541] [DEBUG] [LOCAL ] Loaded configuration for PFGC: 2 features, N/A% accuracy [2026-01-06T20:36:05.901644] [INFO ] [LOCAL ] PFGC: Loaded 2 optimal features with 55.11% confidence from JSON config [2026-01-06T20:36:05.901697] [DEBUG] [MAG ] Building data for symbol: PFGC with lookback: 0 [2026-01-06T20:36:05.902731] [DEBUG] [FEATURES ] DataBuilder: Executing 2 feature methods. [2026-01-06T20:36:05.902794] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_skewness_proxies [2026-01-06T20:36:05.904085] [DEBUG] [FEATURES ] DataBuilder: Executing add_overnight_gap_amplitude [2026-01-06T20:36:05.904805] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:05.950247] [DEBUG] [MAG ] BANX: Last date is validated at 2026-01-06 [2026-01-06T20:36:06.002091] [DEBUG] [MAG ] NVTS: Last date is validated at 2026-01-06 [2026-01-06T20:36:06.138953] [DEBUG] [MAG ] BANX: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:06.154444] [DEBUG] [MAG ] THQ: Last date is validated at 2026-01-06 [2026-01-06T20:36:06.174755] [DEBUG] [MAG ] NVTS: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:06.213339] [INFO ] [LOCAL ] BANX: Saved forecast. [2026-01-06T20:36:06.213409] [INFO ] [main ] BANX: Signal=1 (Conf=90.0%), Magnitude=0.07% (Conf=56.8894%) [2026-01-06T20:36:06.213590] [INFO ] [main ] Fetching symbol history for LNZA... [2026-01-06T20:36:06.213638] [DEBUG] [REMOTE ] LNZA: Fetching historical data. [2026-01-06T20:36:06.213927] [INFO ] [main ] Progress: 271/407 forecasts completed (66.6%). BANX finished in 0.7s. ETA: 23.5s. Rate: 347.90 forecasts/min [2026-01-06T20:36:06.226273] [DEBUG] [REMOTE ] LNZA: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:06.227412] [DEBUG] [LOCAL ] Loaded configuration for LNZA: 5 features, N/A% accuracy [2026-01-06T20:36:06.227475] [INFO ] [LOCAL ] LNZA: Loaded 5 optimal features with 47.77% confidence from JSON config [2026-01-06T20:36:06.227511] [DEBUG] [MAG ] Building data for symbol: LNZA with lookback: 0 [2026-01-06T20:36:06.228449] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-06T20:36:06.228516] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:36:06.235036] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_morning_composite [2026-01-06T20:36:06.236321] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_day_volatility [2026-01-06T20:36:06.238235] [DEBUG] [FEATURES ] DataBuilder: Executing add_regime_flags [2026-01-06T20:36:06.239553] [DEBUG] [FEATURES ] DataBuilder: Executing add_shelf_lag [2026-01-06T20:36:06.241347] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:06.261037] [DEBUG] [MAG ] PFGC: Last date is validated at 2026-01-06 [2026-01-06T20:36:06.263276] [INFO ] [LOCAL ] NVTS: Saved forecast. [2026-01-06T20:36:06.263345] [INFO ] [main ] NVTS: Signal=1 (Conf=90.0%), Magnitude=17.43% (Conf=53.5025%) [2026-01-06T20:36:06.263505] [INFO ] [main ] Fetching symbol history for TRMK... [2026-01-06T20:36:06.263548] [DEBUG] [REMOTE ] TRMK: Fetching historical data. [2026-01-06T20:36:06.263907] [INFO ] [main ] Progress: 272/407 forecasts completed (66.8%). NVTS finished in 0.7s. ETA: 23.2s. Rate: 348.82 forecasts/min [2026-01-06T20:36:06.275742] [DEBUG] [REMOTE ] TRMK: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:06.278342] [DEBUG] [LOCAL ] Loaded configuration for TRMK: 3 features, N/A% accuracy [2026-01-06T20:36:06.278400] [INFO ] [LOCAL ] TRMK: Loaded 3 optimal features with 59.94% confidence from JSON config [2026-01-06T20:36:06.278433] [DEBUG] [MAG ] Building data for symbol: TRMK with lookback: 0 [2026-01-06T20:36:06.279250] [DEBUG] [FEATURES ] DataBuilder: Executing 3 feature methods. [2026-01-06T20:36:06.279321] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-06T20:36:06.280062] [DEBUG] [FEATURES ] DataBuilder: Executing add_morning_range_expansion [2026-01-06T20:36:06.284418] [DEBUG] [FEATURES ] DataBuilder: Executing add_range_overlap_v_prior_day [2026-01-06T20:36:06.287115] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:06.329468] [DEBUG] [MAG ] THQ: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:06.405712] [INFO ] [LOCAL ] THQ: Saved forecast. [2026-01-06T20:36:06.405815] [INFO ] [main ] THQ: Signal=1 (Conf=90.0%), Magnitude=1.02% (Conf=55.025%) [2026-01-06T20:36:06.406295] [INFO ] [main ] Fetching symbol history for SQQQ... [2026-01-06T20:36:06.406367] [DEBUG] [REMOTE ] SQQQ: Fetching historical data. [2026-01-06T20:36:06.406655] [INFO ] [main ] Progress: 273/407 forecasts completed (67.1%). THQ finished in 0.8s. ETA: 23.0s. Rate: 349.03 forecasts/min [2026-01-06T20:36:06.419851] [DEBUG] [REMOTE ] SQQQ: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:06.420833] [DEBUG] [LOCAL ] Loaded configuration for SQQQ: 4 features, N/A% accuracy [2026-01-06T20:36:06.420893] [INFO ] [LOCAL ] SQQQ: Loaded 4 optimal features with 51.41% confidence from JSON config [2026-01-06T20:36:06.420927] [DEBUG] [MAG ] Building data for symbol: SQQQ with lookback: 0 [2026-01-06T20:36:06.421788] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-06T20:36:06.421849] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:36:06.427103] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:36:06.429470] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:36:06.430152] [DEBUG] [FEATURES ] DataBuilder: Executing add_fullday_parkinson_range [2026-01-06T20:36:06.431890] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:06.433056] [DEBUG] [MAG ] PFGC: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:06.528239] [INFO ] [LOCAL ] PFGC: Saved forecast. [2026-01-06T20:36:06.528310] [INFO ] [main ] PFGC: Signal=1 (Conf=90.0%), Magnitude=-0.54% (Conf=55.1071%) [2026-01-06T20:36:06.528470] [INFO ] [main ] Fetching symbol history for PDBC... [2026-01-06T20:36:06.528514] [DEBUG] [REMOTE ] PDBC: Fetching historical data. [2026-01-06T20:36:06.529757] [INFO ] [main ] Progress: 274/407 forecasts completed (67.3%). PFGC finished in 0.6s. ETA: 22.8s. Rate: 349.40 forecasts/min [2026-01-06T20:36:06.542298] [DEBUG] [REMOTE ] PDBC: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:06.544177] [DEBUG] [LOCAL ] Loaded configuration for PDBC: 5 features, N/A% accuracy [2026-01-06T20:36:06.544233] [INFO ] [LOCAL ] PDBC: Loaded 5 optimal features with 57.57% confidence from JSON config [2026-01-06T20:36:06.544265] [DEBUG] [MAG ] Building data for symbol: PDBC with lookback: 0 [2026-01-06T20:36:06.545259] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-06T20:36:06.545320] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:36:06.550228] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:36:06.551998] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:36:06.552467] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:36:06.552867] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_morning_composite [2026-01-06T20:36:06.553784] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:06.601539] [DEBUG] [MAG ] LNZA: Last date is validated at 2026-01-06 [2026-01-06T20:36:06.639275] [DEBUG] [MAG ] TRMK: Last date is validated at 2026-01-06 [2026-01-06T20:36:06.771485] [DEBUG] [MAG ] LNZA: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:06.810797] [DEBUG] [MAG ] SQQQ: Last date is validated at 2026-01-06 [2026-01-06T20:36:06.826684] [DEBUG] [MAG ] TRMK: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:06.902290] [DEBUG] [MAG ] PDBC: Last date is validated at 2026-01-06 [2026-01-06T20:36:06.905104] [INFO ] [LOCAL ] TRMK: Saved forecast. [2026-01-06T20:36:06.905173] [INFO ] [main ] TRMK: Signal=1 (Conf=90.0%), Magnitude=0.53% (Conf=59.9373%) [2026-01-06T20:36:06.905512] [INFO ] [main ] Fetching symbol history for GFI... [2026-01-06T20:36:06.905561] [DEBUG] [REMOTE ] GFI: Fetching historical data. [2026-01-06T20:36:06.905670] [INFO ] [main ] Progress: 275/407 forecasts completed (67.6%). TRMK finished in 0.6s. ETA: 22.8s. Rate: 347.89 forecasts/min [2026-01-06T20:36:06.917243] [DEBUG] [REMOTE ] GFI: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:06.918247] [DEBUG] [LOCAL ] Loaded configuration for GFI: 1 features, N/A% accuracy [2026-01-06T20:36:06.918299] [INFO ] [LOCAL ] GFI: Loaded 1 optimal features with 44.61% confidence from JSON config [2026-01-06T20:36:06.918330] [DEBUG] [MAG ] Building data for symbol: GFI with lookback: 0 [2026-01-06T20:36:06.919153] [DEBUG] [FEATURES ] DataBuilder: Executing 1 feature methods. [2026-01-06T20:36:06.919210] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-06T20:36:06.920072] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:06.998708] [DEBUG] [MAG ] SQQQ: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:07.080930] [DEBUG] [MAG ] PDBC: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:07.081352] [INFO ] [LOCAL ] LNZA: Saved forecast. [2026-01-06T20:36:07.081421] [INFO ] [main ] LNZA: Signal=1 (Conf=90.0%), Magnitude=21.52% (Conf=47.7651%) [2026-01-06T20:36:07.081600] [INFO ] [main ] Fetching symbol history for DVN... [2026-01-06T20:36:07.081647] [DEBUG] [REMOTE ] DVN: Fetching historical data. [2026-01-06T20:36:07.082031] [INFO ] [main ] Progress: 276/407 forecasts completed (67.8%). LNZA finished in 0.9s. ETA: 22.6s. Rate: 347.86 forecasts/min [2026-01-06T20:36:07.093860] [DEBUG] [REMOTE ] DVN: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:07.094808] [DEBUG] [LOCAL ] Loaded configuration for DVN: 2 features, N/A% accuracy [2026-01-06T20:36:07.094864] [INFO ] [LOCAL ] DVN: Loaded 2 optimal features with 51.89% confidence from JSON config [2026-01-06T20:36:07.094895] [DEBUG] [MAG ] Building data for symbol: DVN with lookback: 0 [2026-01-06T20:36:07.095740] [DEBUG] [FEATURES ] DataBuilder: Executing 2 feature methods. [2026-01-06T20:36:07.095798] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:36:07.097508] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:36:07.098037] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:07.142666] [INFO ] [LOCAL ] PDBC: Saved forecast. [2026-01-06T20:36:07.142739] [INFO ] [main ] PDBC: Signal=1 (Conf=90.0%), Magnitude=0.32% (Conf=57.5687%) [2026-01-06T20:36:07.143142] [INFO ] [main ] Fetching symbol history for MNY... [2026-01-06T20:36:07.143195] [DEBUG] [REMOTE ] MNY: Fetching historical data. [2026-01-06T20:36:07.143664] [INFO ] [main ] Progress: 277/407 forecasts completed (68.1%). PDBC finished in 0.6s. ETA: 22.4s. Rate: 348.67 forecasts/min [2026-01-06T20:36:07.155029] [DEBUG] [REMOTE ] MNY: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:07.155981] [DEBUG] [LOCAL ] Loaded configuration for MNY: 1 features, N/A% accuracy [2026-01-06T20:36:07.156039] [INFO ] [LOCAL ] MNY: Loaded 1 optimal features with 47.23% confidence from JSON config [2026-01-06T20:36:07.156072] [DEBUG] [MAG ] Building data for symbol: MNY with lookback: 0 [2026-01-06T20:36:07.156951] [DEBUG] [FEATURES ] DataBuilder: Executing 1 feature methods. [2026-01-06T20:36:07.157011] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:36:07.158272] [INFO ] [LOCAL ] SQQQ: Saved forecast. [2026-01-06T20:36:07.158343] [INFO ] [main ] SQQQ: Signal=1 (Conf=90.0%), Magnitude=-3.37% (Conf=51.4083%) [2026-01-06T20:36:07.158513] [INFO ] [main ] Fetching symbol history for XENE... [2026-01-06T20:36:07.158559] [DEBUG] [REMOTE ] XENE: Fetching historical data. [2026-01-06T20:36:07.159287] [INFO ] [main ] Progress: 278/407 forecasts completed (68.3%). SQQQ finished in 0.8s. ETA: 22.1s. Rate: 349.82 forecasts/min [2026-01-06T20:36:07.162444] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:07.169509] [DEBUG] [REMOTE ] XENE: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:07.170523] [DEBUG] [LOCAL ] Loaded configuration for XENE: 4 features, N/A% accuracy [2026-01-06T20:36:07.170603] [INFO ] [LOCAL ] XENE: Loaded 4 optimal features with 60.93% confidence from JSON config [2026-01-06T20:36:07.170640] [DEBUG] [MAG ] Building data for symbol: XENE with lookback: 0 [2026-01-06T20:36:07.171414] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-06T20:36:07.171475] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:36:07.173206] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:36:07.173774] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:36:07.174164] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-06T20:36:07.176570] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:07.265727] [DEBUG] [MAG ] GFI: Last date is validated at 2026-01-06 [2026-01-06T20:36:07.434466] [DEBUG] [MAG ] GFI: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:07.440228] [DEBUG] [MAG ] DVN: Last date is validated at 2026-01-06 [2026-01-06T20:36:07.510226] [DEBUG] [MAG ] MNY: Last date is validated at 2026-01-06 [2026-01-06T20:36:07.518939] [INFO ] [LOCAL ] GFI: Saved forecast. [2026-01-06T20:36:07.519010] [INFO ] [main ] GFI: Signal=1 (Conf=90.0%), Magnitude=-1.12% (Conf=44.6077%) [2026-01-06T20:36:07.519169] [INFO ] [main ] Fetching symbol history for OPAD... [2026-01-06T20:36:07.519213] [DEBUG] [REMOTE ] OPAD: Fetching historical data. [2026-01-06T20:36:07.520286] [INFO ] [main ] Progress: 279/407 forecasts completed (68.6%). GFI finished in 0.6s. ETA: 22.0s. Rate: 348.44 forecasts/min [2026-01-06T20:36:07.523082] [DEBUG] [MAG ] XENE: Last date is validated at 2026-01-06 [2026-01-06T20:36:07.531155] [DEBUG] [REMOTE ] OPAD: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:07.532329] [DEBUG] [LOCAL ] Loaded configuration for OPAD: 5 features, N/A% accuracy [2026-01-06T20:36:07.532392] [INFO ] [LOCAL ] OPAD: Loaded 5 optimal features with 48.73% confidence from JSON config [2026-01-06T20:36:07.532426] [DEBUG] [MAG ] Building data for symbol: OPAD with lookback: 0 [2026-01-06T20:36:07.533266] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-06T20:36:07.533328] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:36:07.538818] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:36:07.540646] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:36:07.541136] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:36:07.541531] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_resolution_state [2026-01-06T20:36:07.591002] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:07.611055] [DEBUG] [MAG ] DVN: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:07.682617] [DEBUG] [MAG ] MNY: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:07.696689] [INFO ] [LOCAL ] DVN: Saved forecast. [2026-01-06T20:36:07.696757] [INFO ] [main ] DVN: Signal=1 (Conf=90.0%), Magnitude=-3.64% (Conf=51.8864%) [2026-01-06T20:36:07.697129] [INFO ] [main ] Fetching symbol history for GIS... [2026-01-06T20:36:07.697182] [DEBUG] [REMOTE ] GIS: Fetching historical data. [2026-01-06T20:36:07.697656] [INFO ] [main ] Progress: 280/407 forecasts completed (68.8%). DVN finished in 0.6s. ETA: 21.9s. Rate: 348.40 forecasts/min [2026-01-06T20:36:07.700358] [DEBUG] [MAG ] XENE: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:07.708541] [DEBUG] [REMOTE ] GIS: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:07.709712] [DEBUG] [LOCAL ] Loaded configuration for GIS: 0 features, N/A% accuracy [2026-01-06T20:36:07.709769] [INFO ] [LOCAL ] GIS: Loaded 0 optimal features with 54.47% confidence from JSON config [2026-01-06T20:36:07.709811] [DEBUG] [MAG ] Building data for symbol: GIS with lookback: 0 [2026-01-06T20:36:07.710595] [DEBUG] [FEATURES ] DataBuilder: Empty feature list provided, returning after step 3 (no features). [2026-01-06T20:36:07.735242] [INFO ] [LOCAL ] MNY: Saved forecast. [2026-01-06T20:36:07.735309] [INFO ] [main ] MNY: Signal=1 (Conf=90.0%), Magnitude=-0.46% (Conf=47.227%) [2026-01-06T20:36:07.735645] [INFO ] [main ] Fetching symbol history for VTS... [2026-01-06T20:36:07.735713] [DEBUG] [REMOTE ] VTS: Fetching historical data. [2026-01-06T20:36:07.736595] [INFO ] [main ] Progress: 281/407 forecasts completed (69.0%). MNY finished in 0.6s. ETA: 21.6s. Rate: 349.36 forecasts/min [2026-01-06T20:36:07.748337] [DEBUG] [REMOTE ] VTS: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:07.749490] [DEBUG] [LOCAL ] Loaded configuration for VTS: 4 features, N/A% accuracy [2026-01-06T20:36:07.749541] [INFO ] [LOCAL ] VTS: Loaded 4 optimal features with 64.63% confidence from JSON config [2026-01-06T20:36:07.749604] [DEBUG] [MAG ] Building data for symbol: VTS with lookback: 0 [2026-01-06T20:36:07.750385] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-06T20:36:07.750444] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:36:07.755484] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:36:07.757453] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:36:07.758088] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:36:07.758469] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:07.796282] [INFO ] [LOCAL ] XENE: Saved forecast. [2026-01-06T20:36:07.796352] [INFO ] [main ] XENE: Signal=1 (Conf=90.0%), Magnitude=1.18% (Conf=60.9251%) [2026-01-06T20:36:07.796736] [INFO ] [main ] Fetching symbol history for OLPX... [2026-01-06T20:36:07.796791] [DEBUG] [REMOTE ] OLPX: Fetching historical data. [2026-01-06T20:36:07.797593] [INFO ] [main ] Progress: 282/407 forecasts completed (69.3%). XENE finished in 0.6s. ETA: 21.4s. Rate: 350.16 forecasts/min [2026-01-06T20:36:07.808087] [DEBUG] [REMOTE ] OLPX: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:07.809820] [DEBUG] [LOCAL ] Loaded configuration for OLPX: 14 features, N/A% accuracy [2026-01-06T20:36:07.809878] [INFO ] [LOCAL ] OLPX: Loaded 14 optimal features with 36.61% confidence from JSON config [2026-01-06T20:36:07.809912] [DEBUG] [MAG ] Building data for symbol: OLPX with lookback: 0 [2026-01-06T20:36:07.810968] [DEBUG] [FEATURES ] DataBuilder: Executing 14 feature methods. [2026-01-06T20:36:07.811037] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:36:07.816321] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:36:07.818674] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:36:07.819219] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-06T20:36:07.820187] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-06T20:36:07.822739] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_hour_microstructure [2026-01-06T20:36:07.826017] [DEBUG] [FEATURES ] DataBuilder: Executing add_morning_followthrough_mag_T0 [2026-01-06T20:36:07.826814] [DEBUG] [FEATURES ] DataBuilder: Executing add_pct_change [2026-01-06T20:36:07.829146] [DEBUG] [FEATURES ] DataBuilder: Executing add_range_overlap_v_prior_day [2026-01-06T20:36:07.832083] [DEBUG] [FEATURES ] DataBuilder: Executing add_shelf_lag [2026-01-06T20:36:07.833706] [DEBUG] [FEATURES ] DataBuilder: Executing add_vol_of_vol [2026-01-06T20:36:07.835133] [DEBUG] [FEATURES ] DataBuilder: Executing add_volatility_state_percentiles [2026-01-06T20:36:07.837435] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_dispersion [2026-01-06T20:36:07.839072] [DEBUG] [FEATURES ] DataBuilder: Executing add_vwap_deviations [2026-01-06T20:36:07.845334] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:07.961982] [DEBUG] [MAG ] OPAD: Last date is validated at 2026-01-06 [2026-01-06T20:36:08.052369] [DEBUG] [MAG ] GIS: Last date is validated at 2026-01-06 [2026-01-06T20:36:08.121544] [DEBUG] [MAG ] VTS: Last date is validated at 2026-01-06 [2026-01-06T20:36:08.134639] [DEBUG] [MAG ] OPAD: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:08.199937] [INFO ] [LOCAL ] OPAD: Saved forecast. [2026-01-06T20:36:08.200006] [INFO ] [main ] OPAD: Signal=1 (Conf=90.0%), Magnitude=10.88% (Conf=48.7343%) [2026-01-06T20:36:08.200157] [INFO ] [main ] Fetching symbol history for IBB... [2026-01-06T20:36:08.200200] [DEBUG] [REMOTE ] IBB: Fetching historical data. [2026-01-06T20:36:08.201222] [INFO ] [main ] Progress: 283/407 forecasts completed (69.5%). OPAD finished in 0.7s. ETA: 21.3s. Rate: 348.49 forecasts/min [2026-01-06T20:36:08.204411] [DEBUG] [MAG ] OLPX: Last date is validated at 2026-01-06 [2026-01-06T20:36:08.213553] [DEBUG] [REMOTE ] IBB: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:08.214639] [DEBUG] [LOCAL ] Loaded configuration for IBB: 4 features, N/A% accuracy [2026-01-06T20:36:08.214704] [INFO ] [LOCAL ] IBB: Loaded 4 optimal features with 57.58% confidence from JSON config [2026-01-06T20:36:08.214744] [DEBUG] [MAG ] Building data for symbol: IBB with lookback: 0 [2026-01-06T20:36:08.215501] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-06T20:36:08.215561] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:36:08.217257] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:36:08.217799] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:36:08.218189] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_morning_composite [2026-01-06T20:36:08.219156] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:08.222200] [DEBUG] [MAG ] GIS: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:08.295109] [DEBUG] [MAG ] VTS: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:08.301324] [INFO ] [LOCAL ] GIS: Saved forecast. [2026-01-06T20:36:08.301393] [INFO ] [main ] GIS: Signal=1 (Conf=90.0%), Magnitude=1.47% (Conf=54.4664%) [2026-01-06T20:36:08.301558] [INFO ] [main ] Fetching symbol history for SSYS... [2026-01-06T20:36:08.301959] [DEBUG] [REMOTE ] SSYS: Fetching historical data. [2026-01-06T20:36:08.303697] [INFO ] [main ] Progress: 284/407 forecasts completed (69.8%). GIS finished in 0.6s. ETA: 21.1s. Rate: 348.99 forecasts/min [2026-01-06T20:36:08.316066] [DEBUG] [REMOTE ] SSYS: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:08.317181] [DEBUG] [LOCAL ] Loaded configuration for SSYS: 9 features, N/A% accuracy [2026-01-06T20:36:08.317240] [INFO ] [LOCAL ] SSYS: Loaded 9 optimal features with 57.61% confidence from JSON config [2026-01-06T20:36:08.317275] [DEBUG] [MAG ] Building data for symbol: SSYS with lookback: 0 [2026-01-06T20:36:08.318129] [DEBUG] [FEATURES ] DataBuilder: Executing 9 feature methods. [2026-01-06T20:36:08.318195] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:36:08.323434] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:36:08.325250] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:36:08.325764] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:36:08.326166] [DEBUG] [FEATURES ] DataBuilder: Executing add_fullday_parkinson_range [2026-01-06T20:36:08.327787] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_fill_state [2026-01-06T20:36:08.367213] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_resolution_state [2026-01-06T20:36:08.369044] [INFO ] [LOCAL ] VTS: Saved forecast. [2026-01-06T20:36:08.369116] [INFO ] [main ] VTS: Signal=1 (Conf=90.0%), Magnitude=-0.24% (Conf=64.626%) [2026-01-06T20:36:08.369469] [INFO ] [main ] Fetching symbol history for WTI... [2026-01-06T20:36:08.369521] [DEBUG] [REMOTE ] WTI: Fetching historical data. [2026-01-06T20:36:08.369654] [INFO ] [main ] Progress: 285/407 forecasts completed (70.0%). VTS finished in 0.6s. ETA: 20.9s. Rate: 349.75 forecasts/min [2026-01-06T20:36:08.378315] [DEBUG] [MAG ] OLPX: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:08.383055] [DEBUG] [REMOTE ] WTI: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:08.384521] [DEBUG] [LOCAL ] Loaded configuration for WTI: 4 features, N/A% accuracy [2026-01-06T20:36:08.384603] [INFO ] [LOCAL ] WTI: Loaded 4 optimal features with 60.56% confidence from JSON config [2026-01-06T20:36:08.384644] [DEBUG] [MAG ] Building data for symbol: WTI with lookback: 0 [2026-01-06T20:36:08.385556] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-06T20:36:08.385642] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_vs_prev_range_position [2026-01-06T20:36:08.388607] [DEBUG] [FEATURES ] DataBuilder: Executing add_preclose_acceleration_mag [2026-01-06T20:36:08.389775] [DEBUG] [FEATURES ] DataBuilder: Executing add_prior_day_tail_pressure [2026-01-06T20:36:08.392519] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_pressure_into_close [2026-01-06T20:36:08.394541] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:08.418396] [DEBUG] [FEATURES ] DataBuilder: Executing add_last_hour_momentum_mag [2026-01-06T20:36:08.422748] [DEBUG] [FEATURES ] DataBuilder: Executing add_micro_gap_fill_velocity [2026-01-06T20:36:08.424782] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:08.530773] [INFO ] [LOCAL ] OLPX: Saved forecast. [2026-01-06T20:36:08.530894] [INFO ] [main ] OLPX: Signal=1 (Conf=90.0%), Magnitude=-1.11% (Conf=36.6112%) [2026-01-06T20:36:08.531074] [INFO ] [main ] Fetching symbol history for CBUS... [2026-01-06T20:36:08.531120] [DEBUG] [REMOTE ] CBUS: Fetching historical data. [2026-01-06T20:36:08.532652] [INFO ] [main ] Progress: 286/407 forecasts completed (70.3%). OLPX finished in 0.7s. ETA: 20.8s. Rate: 349.81 forecasts/min [2026-01-06T20:36:08.544602] [DEBUG] [REMOTE ] CBUS: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:08.545630] [DEBUG] [LOCAL ] Loaded configuration for CBUS: 9 features, N/A% accuracy [2026-01-06T20:36:08.545695] [INFO ] [LOCAL ] CBUS: Loaded 9 optimal features with 60.51% confidence from JSON config [2026-01-06T20:36:08.545730] [DEBUG] [MAG ] Building data for symbol: CBUS with lookback: 0 [2026-01-06T20:36:08.546704] [DEBUG] [FEATURES ] DataBuilder: Executing 9 feature methods. [2026-01-06T20:36:08.546772] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:36:08.552919] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:36:08.555064] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:36:08.555653] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:36:08.556062] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-06T20:36:08.558605] [DEBUG] [FEATURES ] DataBuilder: Executing add_fullday_parkinson_range [2026-01-06T20:36:08.560435] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_day_volatility [2026-01-06T20:36:08.562757] [DEBUG] [FEATURES ] DataBuilder: Executing add_morning_range_expansion [2026-01-06T20:36:08.567687] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_reversal_intensity [2026-01-06T20:36:08.569456] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:08.571959] [DEBUG] [MAG ] IBB: Last date is validated at 2026-01-06 [2026-01-06T20:36:08.740252] [DEBUG] [MAG ] IBB: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:08.753746] [DEBUG] [MAG ] WTI: Last date is validated at 2026-01-06 [2026-01-06T20:36:08.774046] [DEBUG] [MAG ] SSYS: Last date is validated at 2026-01-06 [2026-01-06T20:36:08.844074] [INFO ] [LOCAL ] IBB: Saved forecast. [2026-01-06T20:36:08.844146] [INFO ] [main ] IBB: Signal=1 (Conf=90.0%), Magnitude=-0.00% (Conf=57.5771%) [2026-01-06T20:36:08.844510] [INFO ] [main ] Progress: 287/407 forecasts completed (70.5%). IBB finished in 0.6s. ETA: 20.6s. Rate: 348.81 forecasts/min [2026-01-06T20:36:08.844661] [INFO ] [main ] Fetching symbol history for DNTH... [2026-01-06T20:36:08.844705] [DEBUG] [REMOTE ] DNTH: Fetching historical data. [2026-01-06T20:36:08.860190] [DEBUG] [REMOTE ] DNTH: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:08.861141] [DEBUG] [LOCAL ] Loaded configuration for DNTH: 3 features, N/A% accuracy [2026-01-06T20:36:08.861200] [INFO ] [LOCAL ] DNTH: Loaded 3 optimal features with 51.30% confidence from JSON config [2026-01-06T20:36:08.861244] [DEBUG] [MAG ] Building data for symbol: DNTH with lookback: 0 [2026-01-06T20:36:08.862148] [DEBUG] [FEATURES ] DataBuilder: Executing 3 feature methods. [2026-01-06T20:36:08.862220] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-06T20:36:08.863299] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-06T20:36:08.864409] [DEBUG] [FEATURES ] DataBuilder: Executing add_regime [2026-01-06T20:36:08.880496] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:08.926457] [DEBUG] [MAG ] CBUS: Last date is validated at 2026-01-06 [2026-01-06T20:36:08.930971] [DEBUG] [MAG ] WTI: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:08.959734] [DEBUG] [MAG ] SSYS: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:08.990477] [INFO ] [LOCAL ] WTI: Saved forecast. [2026-01-06T20:36:08.990546] [INFO ] [main ] WTI: Signal=1 (Conf=90.0%), Magnitude=-5.04% (Conf=60.56%) [2026-01-06T20:36:08.990941] [INFO ] [main ] Fetching symbol history for EZGO... [2026-01-06T20:36:08.990994] [DEBUG] [REMOTE ] EZGO: Fetching historical data. [2026-01-06T20:36:08.991007] [INFO ] [main ] Progress: 288/407 forecasts completed (70.8%). WTI finished in 0.6s. ETA: 20.5s. Rate: 348.99 forecasts/min [2026-01-06T20:36:09.003420] [DEBUG] [REMOTE ] EZGO: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:09.004499] [DEBUG] [LOCAL ] Loaded configuration for EZGO: 8 features, N/A% accuracy [2026-01-06T20:36:09.004933] [INFO ] [LOCAL ] EZGO: Loaded 8 optimal features with 60.79% confidence from JSON config [2026-01-06T20:36:09.004970] [DEBUG] [MAG ] Building data for symbol: EZGO with lookback: 0 [2026-01-06T20:36:09.005818] [DEBUG] [FEATURES ] DataBuilder: Executing 8 feature methods. [2026-01-06T20:36:09.006031] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:36:09.007785] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:36:09.008438] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:36:09.009107] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-06T20:36:09.010041] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-06T20:36:09.012681] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_morning_composite [2026-01-06T20:36:09.013656] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_11_elasticity [2026-01-06T20:36:09.014782] [DEBUG] [FEATURES ] DataBuilder: Executing add_vol_of_vol [2026-01-06T20:36:09.015874] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:09.041712] [INFO ] [LOCAL ] SSYS: Saved forecast. [2026-01-06T20:36:09.041779] [INFO ] [main ] SSYS: Signal=1 (Conf=90.0%), Magnitude=16.25% (Conf=57.6051%) [2026-01-06T20:36:09.041941] [INFO ] [main ] Fetching symbol history for MOD... [2026-01-06T20:36:09.041984] [DEBUG] [REMOTE ] MOD: Fetching historical data. [2026-01-06T20:36:09.042853] [INFO ] [main ] Progress: 289/407 forecasts completed (71.0%). SSYS finished in 0.7s. ETA: 20.2s. Rate: 349.84 forecasts/min [2026-01-06T20:36:09.054247] [DEBUG] [REMOTE ] MOD: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:09.055468] [DEBUG] [LOCAL ] Loaded configuration for MOD: 2 features, N/A% accuracy [2026-01-06T20:36:09.055537] [INFO ] [LOCAL ] MOD: Loaded 2 optimal features with 41.40% confidence from JSON config [2026-01-06T20:36:09.055612] [DEBUG] [MAG ] Building data for symbol: MOD with lookback: 0 [2026-01-06T20:36:09.056485] [DEBUG] [FEATURES ] DataBuilder: Executing 2 feature methods. [2026-01-06T20:36:09.056548] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:36:09.061884] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-06T20:36:09.063059] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:09.102629] [DEBUG] [MAG ] CBUS: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:09.169862] [INFO ] [LOCAL ] CBUS: Saved forecast. [2026-01-06T20:36:09.169932] [INFO ] [main ] CBUS: Signal=1 (Conf=90.0%), Magnitude=16.41% (Conf=60.5144%) [2026-01-06T20:36:09.170100] [INFO ] [main ] Fetching symbol history for ARDX... [2026-01-06T20:36:09.170146] [DEBUG] [REMOTE ] ARDX: Fetching historical data. [2026-01-06T20:36:09.171364] [INFO ] [main ] Progress: 290/407 forecasts completed (71.3%). CBUS finished in 0.6s. ETA: 20.0s. Rate: 350.14 forecasts/min [2026-01-06T20:36:09.181013] [DEBUG] [REMOTE ] ARDX: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:09.182265] [DEBUG] [LOCAL ] Loaded configuration for ARDX: 6 features, N/A% accuracy [2026-01-06T20:36:09.182317] [INFO ] [LOCAL ] ARDX: Loaded 6 optimal features with 52.98% confidence from JSON config [2026-01-06T20:36:09.182348] [DEBUG] [MAG ] Building data for symbol: ARDX with lookback: 0 [2026-01-06T20:36:09.183192] [DEBUG] [FEATURES ] DataBuilder: Executing 6 feature methods. [2026-01-06T20:36:09.183252] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:36:09.188108] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:36:09.189998] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:36:09.190560] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:36:09.191054] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_morning_composite [2026-01-06T20:36:09.192033] [DEBUG] [FEATURES ] DataBuilder: Executing add_regime_flags [2026-01-06T20:36:09.193156] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:09.249803] [DEBUG] [MAG ] DNTH: Last date is validated at 2026-01-06 [2026-01-06T20:36:09.363783] [DEBUG] [MAG ] EZGO: Last date is validated at 2026-01-06 [2026-01-06T20:36:09.402232] [DEBUG] [MAG ] MOD: Last date is validated at 2026-01-06 [2026-01-06T20:36:09.428605] [DEBUG] [MAG ] DNTH: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:09.518085] [INFO ] [LOCAL ] DNTH: Saved forecast. [2026-01-06T20:36:09.518157] [INFO ] [main ] DNTH: Signal=1 (Conf=90.0%), Magnitude=-6.40% (Conf=51.2955%) [2026-01-06T20:36:09.518502] [INFO ] [main ] Fetching symbol history for WAVE... [2026-01-06T20:36:09.518562] [DEBUG] [REMOTE ] WAVE: Fetching historical data. [2026-01-06T20:36:09.518660] [INFO ] [main ] Progress: 291/407 forecasts completed (71.5%). DNTH finished in 0.7s. ETA: 19.9s. Rate: 348.91 forecasts/min [2026-01-06T20:36:09.530405] [DEBUG] [REMOTE ] WAVE: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:09.531512] [DEBUG] [LOCAL ] Loaded configuration for WAVE: 8 features, N/A% accuracy [2026-01-06T20:36:09.531595] [INFO ] [LOCAL ] WAVE: Loaded 8 optimal features with 59.58% confidence from JSON config [2026-01-06T20:36:09.531634] [DEBUG] [MAG ] Building data for symbol: WAVE with lookback: 0 [2026-01-06T20:36:09.532510] [DEBUG] [FEATURES ] DataBuilder: Executing 8 feature methods. [2026-01-06T20:36:09.532601] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:36:09.534213] [DEBUG] [MAG ] EZGO: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:09.534361] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:36:09.534950] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:36:09.535405] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-06T20:36:09.536371] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_resolution_state [2026-01-06T20:36:09.536775] [DEBUG] [MAG ] ARDX: Last date is validated at 2026-01-06 [2026-01-06T20:36:09.567838] [DEBUG] [MAG ] MOD: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:09.585412] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_volatility_percentile [2026-01-06T20:36:09.614894] [INFO ] [LOCAL ] EZGO: Saved forecast. [2026-01-06T20:36:09.614965] [INFO ] [main ] EZGO: Signal=1 (Conf=90.0%), Magnitude=-12.04% (Conf=60.7904%) [2026-01-06T20:36:09.615337] [INFO ] [main ] Fetching symbol history for RCI... [2026-01-06T20:36:09.615388] [DEBUG] [REMOTE ] RCI: Fetching historical data. [2026-01-06T20:36:09.615381] [INFO ] [main ] Progress: 292/407 forecasts completed (71.7%). EZGO finished in 0.6s. ETA: 19.7s. Rate: 349.43 forecasts/min [2026-01-06T20:36:09.627298] [DEBUG] [REMOTE ] RCI: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:09.628186] [DEBUG] [LOCAL ] Loaded configuration for RCI: 2 features, N/A% accuracy [2026-01-06T20:36:09.628238] [INFO ] [LOCAL ] RCI: Loaded 2 optimal features with 50.09% confidence from JSON config [2026-01-06T20:36:09.628270] [DEBUG] [MAG ] Building data for symbol: RCI with lookback: 0 [2026-01-06T20:36:09.629111] [DEBUG] [FEATURES ] DataBuilder: Executing 2 feature methods. [2026-01-06T20:36:09.629170] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:36:09.634076] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_reversal_intensity [2026-01-06T20:36:09.635476] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:09.665819] [DEBUG] [FEATURES ] DataBuilder: Executing add_last_hour_momentum_mag [2026-01-06T20:36:09.666701] [DEBUG] [FEATURES ] DataBuilder: Executing add_signed_carry_history_11 [2026-01-06T20:36:09.668161] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:09.693031] [INFO ] [LOCAL ] MOD: Saved forecast. [2026-01-06T20:36:09.693103] [INFO ] [main ] MOD: Signal=1 (Conf=90.0%), Magnitude=-0.38% (Conf=41.4009%) [2026-01-06T20:36:09.693267] [INFO ] [main ] Fetching symbol history for HYI... [2026-01-06T20:36:09.693312] [DEBUG] [REMOTE ] HYI: Fetching historical data. [2026-01-06T20:36:09.693843] [INFO ] [main ] Progress: 293/407 forecasts completed (72.0%). MOD finished in 0.7s. ETA: 19.5s. Rate: 350.08 forecasts/min [2026-01-06T20:36:09.708987] [DEBUG] [MAG ] ARDX: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:09.709196] [DEBUG] [REMOTE ] HYI: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:09.710122] [DEBUG] [LOCAL ] Loaded configuration for HYI: 6 features, N/A% accuracy [2026-01-06T20:36:09.710176] [INFO ] [LOCAL ] HYI: Loaded 6 optimal features with 44.18% confidence from JSON config [2026-01-06T20:36:09.710209] [DEBUG] [MAG ] Building data for symbol: HYI with lookback: 0 [2026-01-06T20:36:09.711031] [DEBUG] [FEATURES ] DataBuilder: Executing 6 feature methods. [2026-01-06T20:36:09.711095] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:36:09.715984] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:36:09.717810] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:36:09.718311] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:36:09.718747] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_fill_state [2026-01-06T20:36:09.757688] [DEBUG] [FEATURES ] DataBuilder: Executing add_vol_of_vol [2026-01-06T20:36:09.759356] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:09.773216] [INFO ] [LOCAL ] ARDX: Saved forecast. [2026-01-06T20:36:09.773293] [INFO ] [main ] ARDX: Signal=1 (Conf=90.0%), Magnitude=2.60% (Conf=52.9801%) [2026-01-06T20:36:09.773473] [INFO ] [main ] Fetching symbol history for SNN... [2026-01-06T20:36:09.773517] [DEBUG] [REMOTE ] SNN: Fetching historical data. [2026-01-06T20:36:09.773911] [INFO ] [main ] Progress: 294/407 forecasts completed (72.2%). ARDX finished in 0.6s. ETA: 19.3s. Rate: 350.72 forecasts/min [2026-01-06T20:36:09.785276] [DEBUG] [REMOTE ] SNN: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:09.786252] [DEBUG] [LOCAL ] Loaded configuration for SNN: 7 features, N/A% accuracy [2026-01-06T20:36:09.786306] [INFO ] [LOCAL ] SNN: Loaded 7 optimal features with 38.70% confidence from JSON config [2026-01-06T20:36:09.786337] [DEBUG] [MAG ] Building data for symbol: SNN with lookback: 0 [2026-01-06T20:36:09.787283] [DEBUG] [FEATURES ] DataBuilder: Executing 7 feature methods. [2026-01-06T20:36:09.787344] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:36:09.792524] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_fill_state [2026-01-06T20:36:09.832287] [DEBUG] [FEATURES ] DataBuilder: Executing add_gaps [2026-01-06T20:36:09.833325] [DEBUG] [FEATURES ] DataBuilder: Executing add_last_hour_momentum_mag [2026-01-06T20:36:09.833993] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_day_volatility [2026-01-06T20:36:09.835834] [DEBUG] [FEATURES ] DataBuilder: Executing add_pct_change [2026-01-06T20:36:09.837872] [DEBUG] [FEATURES ] DataBuilder: Executing add_prev_close_to_1100 [2026-01-06T20:36:09.838601] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:10.006495] [DEBUG] [MAG ] RCI: Last date is validated at 2026-01-06 [2026-01-06T20:36:10.023867] [DEBUG] [MAG ] WAVE: Last date is validated at 2026-01-06 [2026-01-06T20:36:10.110775] [DEBUG] [MAG ] HYI: Last date is validated at 2026-01-06 [2026-01-06T20:36:10.186590] [DEBUG] [MAG ] RCI: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:10.188686] [DEBUG] [MAG ] SNN: Last date is validated at 2026-01-06 [2026-01-06T20:36:10.199083] [DEBUG] [MAG ] WAVE: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:10.261199] [INFO ] [LOCAL ] RCI: Saved forecast. [2026-01-06T20:36:10.261283] [INFO ] [main ] RCI: Signal=1 (Conf=90.0%), Magnitude=-2.36% (Conf=50.0943%) [2026-01-06T20:36:10.261687] [INFO ] [main ] Fetching symbol history for DHX... [2026-01-06T20:36:10.261744] [DEBUG] [REMOTE ] DHX: Fetching historical data. [2026-01-06T20:36:10.262677] [INFO ] [main ] Progress: 295/407 forecasts completed (72.5%). RCI finished in 0.6s. ETA: 19.3s. Rate: 348.52 forecasts/min [2026-01-06T20:36:10.274777] [DEBUG] [REMOTE ] DHX: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:10.275753] [DEBUG] [LOCAL ] Loaded configuration for DHX: 6 features, N/A% accuracy [2026-01-06T20:36:10.275813] [INFO ] [LOCAL ] DHX: Loaded 6 optimal features with 44.36% confidence from JSON config [2026-01-06T20:36:10.275846] [DEBUG] [MAG ] Building data for symbol: DHX with lookback: 0 [2026-01-06T20:36:10.276768] [DEBUG] [FEATURES ] DataBuilder: Executing 6 feature methods. [2026-01-06T20:36:10.276847] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:36:10.277504] [INFO ] [LOCAL ] WAVE: Saved forecast. [2026-01-06T20:36:10.277591] [INFO ] [main ] WAVE: Signal=1 (Conf=90.0%), Magnitude=2.90% (Conf=59.5758%) [2026-01-06T20:36:10.277751] [INFO ] [main ] Fetching symbol history for AMPX... [2026-01-06T20:36:10.277795] [DEBUG] [REMOTE ] AMPX: Fetching historical data. [2026-01-06T20:36:10.278825] [INFO ] [main ] Progress: 296/407 forecasts completed (72.7%). WAVE finished in 0.8s. ETA: 19.1s. Rate: 349.59 forecasts/min [2026-01-06T20:36:10.279382] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:36:10.279935] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_hour_microstructure [2026-01-06T20:36:10.283639] [DEBUG] [FEATURES ] DataBuilder: Executing add_prior_day_tail_pressure [2026-01-06T20:36:10.286766] [DEBUG] [FEATURES ] DataBuilder: Executing add_regime [2026-01-06T20:36:10.288075] [DEBUG] [MAG ] HYI: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:10.292221] [DEBUG] [REMOTE ] AMPX: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:10.293088] [DEBUG] [LOCAL ] Loaded configuration for AMPX: 7 features, N/A% accuracy [2026-01-06T20:36:10.293140] [INFO ] [LOCAL ] AMPX: Loaded 7 optimal features with 55.49% confidence from JSON config [2026-01-06T20:36:10.293173] [DEBUG] [MAG ] Building data for symbol: AMPX with lookback: 0 [2026-01-06T20:36:10.293961] [DEBUG] [FEATURES ] DataBuilder: Executing 7 feature methods. [2026-01-06T20:36:10.294024] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:36:10.295715] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:36:10.296227] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:36:10.296685] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:36:10.297077] [DEBUG] [FEATURES ] DataBuilder: Executing add_fullday_parkinson_range [2026-01-06T20:36:10.298928] [DEBUG] [FEATURES ] DataBuilder: Executing add_micro_gap_fill_velocity [2026-01-06T20:36:10.300915] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_reversal_intensity [2026-01-06T20:36:10.302257] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:10.306590] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_flow_differentials [2026-01-06T20:36:10.309652] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:10.350163] [INFO ] [LOCAL ] HYI: Saved forecast. [2026-01-06T20:36:10.350234] [INFO ] [main ] HYI: Signal=1 (Conf=90.0%), Magnitude=0.12% (Conf=44.1829%) [2026-01-06T20:36:10.350406] [INFO ] [main ] Fetching symbol history for SFNC... [2026-01-06T20:36:10.350873] [DEBUG] [REMOTE ] SFNC: Fetching historical data. [2026-01-06T20:36:10.351754] [INFO ] [main ] Progress: 297/407 forecasts completed (73.0%). HYI finished in 0.7s. ETA: 18.8s. Rate: 350.27 forecasts/min [2026-01-06T20:36:10.364013] [DEBUG] [REMOTE ] SFNC: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:10.365000] [DEBUG] [MAG ] SNN: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:10.365183] [DEBUG] [LOCAL ] Loaded configuration for SFNC: 1 features, N/A% accuracy [2026-01-06T20:36:10.365239] [INFO ] [LOCAL ] SFNC: Loaded 1 optimal features with 51.74% confidence from JSON config [2026-01-06T20:36:10.365274] [DEBUG] [MAG ] Building data for symbol: SFNC with lookback: 0 [2026-01-06T20:36:10.366105] [DEBUG] [FEATURES ] DataBuilder: Executing 1 feature methods. [2026-01-06T20:36:10.366167] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-06T20:36:10.366914] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:10.452675] [INFO ] [LOCAL ] SNN: Saved forecast. [2026-01-06T20:36:10.452746] [INFO ] [main ] SNN: Signal=1 (Conf=90.0%), Magnitude=0.89% (Conf=38.7013%) [2026-01-06T20:36:10.453080] [INFO ] [main ] Fetching symbol history for NNI... [2026-01-06T20:36:10.453130] [DEBUG] [REMOTE ] NNI: Fetching historical data. [2026-01-06T20:36:10.453649] [INFO ] [main ] Progress: 298/407 forecasts completed (73.2%). SNN finished in 0.7s. ETA: 18.6s. Rate: 350.75 forecasts/min [2026-01-06T20:36:10.465569] [DEBUG] [REMOTE ] NNI: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:10.467023] [DEBUG] [LOCAL ] Loaded configuration for NNI: 7 features, N/A% accuracy [2026-01-06T20:36:10.467076] [INFO ] [LOCAL ] NNI: Loaded 7 optimal features with 59.32% confidence from JSON config [2026-01-06T20:36:10.467108] [DEBUG] [MAG ] Building data for symbol: NNI with lookback: 0 [2026-01-06T20:36:10.467915] [DEBUG] [FEATURES ] DataBuilder: Executing 7 feature methods. [2026-01-06T20:36:10.467977] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:36:10.473312] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:36:10.475296] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:36:10.475797] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:36:10.476377] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:36:10.476985] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_skewness_proxies [2026-01-06T20:36:10.478184] [DEBUG] [FEATURES ] DataBuilder: Executing add_last_hour_momentum_mag [2026-01-06T20:36:10.478843] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:10.650087] [DEBUG] [MAG ] AMPX: Last date is validated at 2026-01-06 [2026-01-06T20:36:10.654495] [DEBUG] [MAG ] DHX: Last date is validated at 2026-01-06 [2026-01-06T20:36:10.735880] [DEBUG] [MAG ] SFNC: Last date is validated at 2026-01-06 [2026-01-06T20:36:10.824760] [DEBUG] [MAG ] AMPX: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:10.826916] [DEBUG] [MAG ] DHX: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:10.828184] [DEBUG] [MAG ] NNI: Last date is validated at 2026-01-06 [2026-01-06T20:36:10.894724] [INFO ] [LOCAL ] DHX: Saved forecast. [2026-01-06T20:36:10.894800] [INFO ] [main ] DHX: Signal=1 (Conf=90.0%), Magnitude=0.73% (Conf=44.3582%) [2026-01-06T20:36:10.894959] [INFO ] [main ] Fetching symbol history for NVDL... [2026-01-06T20:36:10.895002] [DEBUG] [REMOTE ] NVDL: Fetching historical data. [2026-01-06T20:36:10.896824] [INFO ] [main ] Progress: 299/407 forecasts completed (73.5%). DHX finished in 0.6s. ETA: 18.6s. Rate: 348.89 forecasts/min [2026-01-06T20:36:10.901777] [INFO ] [LOCAL ] AMPX: Saved forecast. [2026-01-06T20:36:10.901840] [INFO ] [main ] AMPX: Signal=1 (Conf=90.0%), Magnitude=-3.68% (Conf=55.49%) [2026-01-06T20:36:10.901991] [INFO ] [main ] Fetching symbol history for CLCO... [2026-01-06T20:36:10.902034] [DEBUG] [REMOTE ] CLCO: Fetching historical data. [2026-01-06T20:36:10.902712] [INFO ] [main ] Progress: 300/407 forecasts completed (73.7%). AMPX finished in 0.6s. ETA: 18.3s. Rate: 350.02 forecasts/min [2026-01-06T20:36:10.908834] [DEBUG] [REMOTE ] NVDL: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:10.910411] [DEBUG] [LOCAL ] Loaded configuration for NVDL: 11 features, N/A% accuracy [2026-01-06T20:36:10.910463] [INFO ] [LOCAL ] NVDL: Loaded 11 optimal features with 55.66% confidence from JSON config [2026-01-06T20:36:10.910495] [DEBUG] [MAG ] Building data for symbol: NVDL with lookback: 0 [2026-01-06T20:36:10.911284] [DEBUG] [FEATURES ] DataBuilder: Executing 11 feature methods. [2026-01-06T20:36:10.911349] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:36:10.914224] [DEBUG] [REMOTE ] CLCO: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:10.914960] [DEBUG] [LOCAL ] Loaded configuration for CLCO: 1 features, N/A% accuracy [2026-01-06T20:36:10.915016] [INFO ] [LOCAL ] CLCO: Loaded 1 optimal features with 22.57% confidence from JSON config [2026-01-06T20:36:10.915047] [DEBUG] [MAG ] Building data for symbol: CLCO with lookback: 0 [2026-01-06T20:36:10.915838] [DEBUG] [FEATURES ] DataBuilder: Executing 1 feature methods. [2026-01-06T20:36:10.915895] [DEBUG] [FEATURES ] DataBuilder: Executing add_sma_ratio [2026-01-06T20:36:10.916187] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:36:10.916609] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:10.917981] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:36:10.918447] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:36:10.918728] [DEBUG] [MAG ] SFNC: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:10.918921] [DEBUG] [FEATURES ] DataBuilder: Executing add_directional_consistency [2026-01-06T20:36:10.987950] [INFO ] [LOCAL ] SFNC: Saved forecast. [2026-01-06T20:36:10.988042] [INFO ] [main ] SFNC: Signal=1 (Conf=90.0%), Magnitude=-1.80% (Conf=51.7447%) [2026-01-06T20:36:10.988416] [INFO ] [main ] Fetching symbol history for TDF... [2026-01-06T20:36:10.988470] [DEBUG] [REMOTE ] TDF: Fetching historical data. [2026-01-06T20:36:10.988663] [INFO ] [main ] Progress: 301/407 forecasts completed (74.0%). SFNC finished in 0.6s. ETA: 18.1s. Rate: 350.60 forecasts/min [2026-01-06T20:36:11.000165] [DEBUG] [MAG ] NNI: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:11.000808] [DEBUG] [REMOTE ] TDF: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:11.002002] [DEBUG] [LOCAL ] Loaded configuration for TDF: 6 features, N/A% accuracy [2026-01-06T20:36:11.002068] [INFO ] [LOCAL ] TDF: Loaded 6 optimal features with 67.98% confidence from JSON config [2026-01-06T20:36:11.002103] [DEBUG] [MAG ] Building data for symbol: TDF with lookback: 0 [2026-01-06T20:36:11.002931] [DEBUG] [FEATURES ] DataBuilder: Executing 6 feature methods. [2026-01-06T20:36:11.002996] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:36:11.008206] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:36:11.010189] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:36:11.010700] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:36:11.011096] [DEBUG] [FEATURES ] DataBuilder: Executing add_morning_range_expansion [2026-01-06T20:36:11.015640] [DEBUG] [FEATURES ] DataBuilder: Executing add_range_overlap_v_prior_day [2026-01-06T20:36:11.018436] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:11.030462] [DEBUG] [FEATURES ] DataBuilder: Executing add_fullday_parkinson_range [2026-01-06T20:36:11.032511] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_morning_composite [2026-01-06T20:36:11.033532] [DEBUG] [FEATURES ] DataBuilder: Executing add_last_hour_momentum_mag [2026-01-06T20:36:11.034180] [DEBUG] [FEATURES ] DataBuilder: Executing add_prev_close_to_1100 [2026-01-06T20:36:11.034877] [DEBUG] [FEATURES ] DataBuilder: Executing add_regime [2026-01-06T20:36:11.052641] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_zscore [2026-01-06T20:36:11.054429] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:11.107772] [INFO ] [LOCAL ] NNI: Saved forecast. [2026-01-06T20:36:11.107841] [INFO ] [main ] NNI: Signal=1 (Conf=90.0%), Magnitude=1.81% (Conf=59.3173%) [2026-01-06T20:36:11.107999] [INFO ] [main ] Fetching symbol history for COLM... [2026-01-06T20:36:11.108043] [DEBUG] [REMOTE ] COLM: Fetching historical data. [2026-01-06T20:36:11.109795] [INFO ] [main ] Progress: 302/407 forecasts completed (74.2%). NNI finished in 0.7s. ETA: 18.0s. Rate: 350.94 forecasts/min [2026-01-06T20:36:11.121307] [DEBUG] [REMOTE ] COLM: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:11.122562] [DEBUG] [LOCAL ] Loaded configuration for COLM: 8 features, N/A% accuracy [2026-01-06T20:36:11.122644] [INFO ] [LOCAL ] COLM: Loaded 8 optimal features with 54.90% confidence from JSON config [2026-01-06T20:36:11.122689] [DEBUG] [MAG ] Building data for symbol: COLM with lookback: 0 [2026-01-06T20:36:11.123808] [DEBUG] [FEATURES ] DataBuilder: Executing 8 feature methods. [2026-01-06T20:36:11.123877] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_fill_state [2026-01-06T20:36:11.165939] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_reversal_intensity [2026-01-06T20:36:11.167431] [DEBUG] [FEATURES ] DataBuilder: Executing add_regime_flags [2026-01-06T20:36:11.168647] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:36:11.170799] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:36:11.171467] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_pressure_into_close [2026-01-06T20:36:11.173310] [DEBUG] [FEATURES ] DataBuilder: Executing add_preclose_acceleration_mag [2026-01-06T20:36:11.174445] [DEBUG] [FEATURES ] DataBuilder: Executing add_return_volume_nonlinearity_proxies [2026-01-06T20:36:11.175197] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:11.279981] [DEBUG] [MAG ] CLCO: Last date is validated at 2026-01-06 [2026-01-06T20:36:11.375717] [DEBUG] [MAG ] TDF: Last date is validated at 2026-01-06 [2026-01-06T20:36:11.458338] [DEBUG] [MAG ] CLCO: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:11.471905] [DEBUG] [MAG ] NVDL: Last date is validated at 2026-01-06 [2026-01-06T20:36:11.519855] [INFO ] [LOCAL ] CLCO: Saved forecast. [2026-01-06T20:36:11.519927] [INFO ] [main ] CLCO: Signal=1 (Conf=90.0%), Magnitude=-0.20% (Conf=22.5727%) [2026-01-06T20:36:11.520086] [INFO ] [main ] Fetching symbol history for JCI... [2026-01-06T20:36:11.520132] [DEBUG] [REMOTE ] JCI: Fetching historical data. [2026-01-06T20:36:11.520899] [INFO ] [main ] Progress: 303/407 forecasts completed (74.4%). CLCO finished in 0.6s. ETA: 17.9s. Rate: 349.32 forecasts/min [2026-01-06T20:36:11.534162] [DEBUG] [REMOTE ] JCI: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:11.535130] [DEBUG] [LOCAL ] Loaded configuration for JCI: 6 features, N/A% accuracy [2026-01-06T20:36:11.535185] [INFO ] [LOCAL ] JCI: Loaded 6 optimal features with 57.44% confidence from JSON config [2026-01-06T20:36:11.535216] [DEBUG] [MAG ] Building data for symbol: JCI with lookback: 0 [2026-01-06T20:36:11.536033] [DEBUG] [FEATURES ] DataBuilder: Executing 6 feature methods. [2026-01-06T20:36:11.536095] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:36:11.541422] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:36:11.543206] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:36:11.543722] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-06T20:36:11.546106] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_fill_state [2026-01-06T20:36:11.547886] [DEBUG] [MAG ] COLM: Last date is validated at 2026-01-06 [2026-01-06T20:36:11.549986] [DEBUG] [MAG ] TDF: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:11.587562] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_reversal_intensity [2026-01-06T20:36:11.592399] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:11.614184] [INFO ] [LOCAL ] TDF: Saved forecast. [2026-01-06T20:36:11.614264] [INFO ] [main ] TDF: Signal=1 (Conf=90.0%), Magnitude=-0.07% (Conf=67.98%) [2026-01-06T20:36:11.614648] [INFO ] [main ] Progress: 304/407 forecasts completed (74.7%). TDF finished in 0.6s. ETA: 17.7s. Rate: 349.84 forecasts/min [2026-01-06T20:36:11.614775] [INFO ] [main ] Fetching symbol history for FIVN... [2026-01-06T20:36:11.614820] [DEBUG] [REMOTE ] FIVN: Fetching historical data. [2026-01-06T20:36:11.627234] [DEBUG] [REMOTE ] FIVN: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:11.628208] [DEBUG] [LOCAL ] Loaded configuration for FIVN: 7 features, N/A% accuracy [2026-01-06T20:36:11.628265] [INFO ] [LOCAL ] FIVN: Loaded 7 optimal features with 51.55% confidence from JSON config [2026-01-06T20:36:11.628296] [DEBUG] [MAG ] Building data for symbol: FIVN with lookback: 0 [2026-01-06T20:36:11.629137] [DEBUG] [FEATURES ] DataBuilder: Executing 7 feature methods. [2026-01-06T20:36:11.629213] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:36:11.634170] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_fill_state [2026-01-06T20:36:11.647061] [DEBUG] [MAG ] NVDL: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:11.674323] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_skewness_proxies [2026-01-06T20:36:11.675708] [DEBUG] [FEATURES ] DataBuilder: Executing add_vol_of_vol [2026-01-06T20:36:11.676847] [DEBUG] [FEATURES ] DataBuilder: Executing add_volatility_decay_ratio [2026-01-06T20:36:11.678057] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_flow_differentials [2026-01-06T20:36:11.680814] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_pressure_into_close [2026-01-06T20:36:11.682424] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:11.719916] [DEBUG] [MAG ] COLM: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:11.790655] [INFO ] [LOCAL ] NVDL: Saved forecast. [2026-01-06T20:36:11.790729] [INFO ] [main ] NVDL: Signal=1 (Conf=90.0%), Magnitude=1.32% (Conf=55.6602%) [2026-01-06T20:36:11.791100] [INFO ] [main ] Fetching symbol history for ADC... [2026-01-06T20:36:11.791153] [DEBUG] [REMOTE ] ADC: Fetching historical data. [2026-01-06T20:36:11.792662] [INFO ] [main ] Progress: 305/407 forecasts completed (74.9%). NVDL finished in 0.9s. ETA: 17.5s. Rate: 349.80 forecasts/min [2026-01-06T20:36:11.802927] [DEBUG] [REMOTE ] ADC: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:11.804184] [DEBUG] [LOCAL ] Loaded configuration for ADC: 7 features, N/A% accuracy [2026-01-06T20:36:11.804243] [INFO ] [LOCAL ] ADC: Loaded 7 optimal features with 61.44% confidence from JSON config [2026-01-06T20:36:11.804277] [DEBUG] [MAG ] Building data for symbol: ADC with lookback: 0 [2026-01-06T20:36:11.805153] [DEBUG] [FEATURES ] DataBuilder: Executing 7 feature methods. [2026-01-06T20:36:11.805540] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:36:11.810455] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:36:11.812283] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:36:11.812787] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:36:11.813184] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-06T20:36:11.815539] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_volatility_percentile [2026-01-06T20:36:11.822396] [INFO ] [LOCAL ] COLM: Saved forecast. [2026-01-06T20:36:11.822464] [INFO ] [main ] COLM: Signal=1 (Conf=90.0%), Magnitude=5.98% (Conf=54.8989%) [2026-01-06T20:36:11.822923] [INFO ] [main ] Fetching symbol history for SRTS... [2026-01-06T20:36:11.822975] [DEBUG] [REMOTE ] SRTS: Fetching historical data. [2026-01-06T20:36:11.823661] [INFO ] [main ] Progress: 306/407 forecasts completed (75.2%). COLM finished in 0.7s. ETA: 17.3s. Rate: 350.74 forecasts/min [2026-01-06T20:36:11.834708] [DEBUG] [REMOTE ] SRTS: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:11.835592] [DEBUG] [LOCAL ] Loaded configuration for SRTS: 5 features, N/A% accuracy [2026-01-06T20:36:11.835653] [INFO ] [LOCAL ] SRTS: Loaded 5 optimal features with 64.41% confidence from JSON config [2026-01-06T20:36:11.835685] [DEBUG] [MAG ] Building data for symbol: SRTS with lookback: 0 [2026-01-06T20:36:11.836458] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-06T20:36:11.836518] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:36:11.838204] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:36:11.838727] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:36:11.839136] [DEBUG] [FEATURES ] DataBuilder: Executing add_gaps [2026-01-06T20:36:11.839923] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_day_volatility [2026-01-06T20:36:11.841711] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:11.890640] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_reversal_intensity [2026-01-06T20:36:11.892227] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:11.957535] [DEBUG] [MAG ] JCI: Last date is validated at 2026-01-06 [2026-01-06T20:36:12.030162] [DEBUG] [MAG ] FIVN: Last date is validated at 2026-01-06 [2026-01-06T20:36:12.141660] [DEBUG] [MAG ] JCI: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:12.179375] [DEBUG] [MAG ] SRTS: Last date is validated at 2026-01-06 [2026-01-06T20:36:12.208648] [DEBUG] [MAG ] FIVN: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:12.233228] [DEBUG] [MAG ] ADC: Last date is validated at 2026-01-06 [2026-01-06T20:36:12.250383] [INFO ] [LOCAL ] JCI: Saved forecast. [2026-01-06T20:36:12.250455] [INFO ] [main ] JCI: Signal=1 (Conf=90.0%), Magnitude=-3.78% (Conf=57.4358%) [2026-01-06T20:36:12.250849] [INFO ] [main ] Fetching symbol history for FOF... [2026-01-06T20:36:12.250902] [DEBUG] [REMOTE ] FOF: Fetching historical data. [2026-01-06T20:36:12.250878] [INFO ] [main ] Progress: 307/407 forecasts completed (75.4%). JCI finished in 0.7s. ETA: 17.2s. Rate: 349.04 forecasts/min [2026-01-06T20:36:12.267649] [DEBUG] [REMOTE ] FOF: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:12.269047] [DEBUG] [LOCAL ] Loaded configuration for FOF: 8 features, N/A% accuracy [2026-01-06T20:36:12.269103] [INFO ] [LOCAL ] FOF: Loaded 8 optimal features with 54.41% confidence from JSON config [2026-01-06T20:36:12.269135] [DEBUG] [MAG ] Building data for symbol: FOF with lookback: 0 [2026-01-06T20:36:12.270206] [DEBUG] [FEATURES ] DataBuilder: Executing 8 feature methods. [2026-01-06T20:36:12.270272] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:36:12.275500] [DEBUG] [FEATURES ] DataBuilder: Executing add_last_hour_momentum_mag [2026-01-06T20:36:12.276257] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_reversal_intensity [2026-01-06T20:36:12.277604] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:36:12.279459] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:36:12.279976] [DEBUG] [FEATURES ] DataBuilder: Executing add_vol_of_vol [2026-01-06T20:36:12.281147] [DEBUG] [FEATURES ] DataBuilder: Executing add_volatility_state_percentiles [2026-01-06T20:36:12.283204] [DEBUG] [FEATURES ] DataBuilder: Executing add_vwap_deviations [2026-01-06T20:36:12.289245] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:12.309493] [INFO ] [LOCAL ] FIVN: Saved forecast. [2026-01-06T20:36:12.309563] [INFO ] [main ] FIVN: Signal=1 (Conf=90.0%), Magnitude=6.88% (Conf=51.5473%) [2026-01-06T20:36:12.309755] [INFO ] [main ] Fetching symbol history for DCOM... [2026-01-06T20:36:12.309801] [DEBUG] [REMOTE ] DCOM: Fetching historical data. [2026-01-06T20:36:12.310925] [INFO ] [main ] Progress: 308/407 forecasts completed (75.7%). FIVN finished in 0.7s. ETA: 17.0s. Rate: 349.78 forecasts/min [2026-01-06T20:36:12.321804] [DEBUG] [REMOTE ] DCOM: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:12.322553] [DEBUG] [LOCAL ] Loaded configuration for DCOM: 3 features, N/A% accuracy [2026-01-06T20:36:12.322625] [INFO ] [LOCAL ] DCOM: Loaded 3 optimal features with 63.89% confidence from JSON config [2026-01-06T20:36:12.322659] [DEBUG] [MAG ] Building data for symbol: DCOM with lookback: 0 [2026-01-06T20:36:12.323465] [DEBUG] [FEATURES ] DataBuilder: Executing 3 feature methods. [2026-01-06T20:36:12.323535] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:36:12.325280] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:36:12.325844] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_vs_prev_range_position [2026-01-06T20:36:12.328830] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:12.351988] [DEBUG] [MAG ] SRTS: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:12.407706] [DEBUG] [MAG ] ADC: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:12.418061] [INFO ] [LOCAL ] SRTS: Saved forecast. [2026-01-06T20:36:12.418140] [INFO ] [main ] SRTS: Signal=1 (Conf=90.0%), Magnitude=-4.41% (Conf=64.4142%) [2026-01-06T20:36:12.418327] [INFO ] [main ] Fetching symbol history for UNP... [2026-01-06T20:36:12.418373] [DEBUG] [REMOTE ] UNP: Fetching historical data. [2026-01-06T20:36:12.418932] [INFO ] [main ] Progress: 309/407 forecasts completed (75.9%). SRTS finished in 0.6s. ETA: 16.8s. Rate: 350.20 forecasts/min [2026-01-06T20:36:12.429827] [DEBUG] [REMOTE ] UNP: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:12.431362] [DEBUG] [LOCAL ] Loaded configuration for UNP: 9 features, N/A% accuracy [2026-01-06T20:36:12.431416] [INFO ] [LOCAL ] UNP: Loaded 9 optimal features with 69.86% confidence from JSON config [2026-01-06T20:36:12.431448] [DEBUG] [MAG ] Building data for symbol: UNP with lookback: 0 [2026-01-06T20:36:12.432259] [DEBUG] [FEATURES ] DataBuilder: Executing 9 feature methods. [2026-01-06T20:36:12.432323] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:36:12.437304] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:36:12.439176] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:36:12.439689] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:36:12.440142] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:36:12.440534] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-06T20:36:12.443068] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_skewness_proxies [2026-01-06T20:36:12.444408] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_hour_microstructure [2026-01-06T20:36:12.447034] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_reversal_intensity [2026-01-06T20:36:12.448352] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:12.502653] [INFO ] [LOCAL ] ADC: Saved forecast. [2026-01-06T20:36:12.502726] [INFO ] [main ] ADC: Signal=1 (Conf=90.0%), Magnitude=0.48% (Conf=61.4393%) [2026-01-06T20:36:12.503300] [INFO ] [main ] Fetching symbol history for TRC... [2026-01-06T20:36:12.503355] [DEBUG] [REMOTE ] TRC: Fetching historical data. [2026-01-06T20:36:12.503679] [INFO ] [main ] Progress: 310/407 forecasts completed (76.2%). ADC finished in 0.7s. ETA: 16.6s. Rate: 350.77 forecasts/min [2026-01-06T20:36:12.518520] [DEBUG] [REMOTE ] TRC: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:12.519601] [DEBUG] [LOCAL ] Loaded configuration for TRC: 7 features, N/A% accuracy [2026-01-06T20:36:12.519675] [INFO ] [LOCAL ] TRC: Loaded 7 optimal features with 64.29% confidence from JSON config [2026-01-06T20:36:12.519708] [DEBUG] [MAG ] Building data for symbol: TRC with lookback: 0 [2026-01-06T20:36:12.520519] [DEBUG] [FEATURES ] DataBuilder: Executing 7 feature methods. [2026-01-06T20:36:12.520604] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:36:12.522440] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:36:12.522983] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:36:12.523383] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_morning_composite [2026-01-06T20:36:12.524400] [DEBUG] [FEATURES ] DataBuilder: Executing add_last_hour_momentum_mag [2026-01-06T20:36:12.525061] [DEBUG] [FEATURES ] DataBuilder: Executing add_pct_change [2026-01-06T20:36:12.527208] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_flow_differentials [2026-01-06T20:36:12.530846] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:12.643192] [DEBUG] [MAG ] FOF: Last date is validated at 2026-01-06 [2026-01-06T20:36:12.710665] [DEBUG] [MAG ] DCOM: Last date is validated at 2026-01-06 [2026-01-06T20:36:12.793429] [DEBUG] [MAG ] UNP: Last date is validated at 2026-01-06 [2026-01-06T20:36:12.827469] [DEBUG] [MAG ] FOF: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:12.894261] [INFO ] [LOCAL ] FOF: Saved forecast. [2026-01-06T20:36:12.894338] [INFO ] [main ] FOF: Signal=1 (Conf=90.0%), Magnitude=-0.11% (Conf=54.4128%) [2026-01-06T20:36:12.894729] [INFO ] [main ] Fetching symbol history for GHRS... [2026-01-06T20:36:12.894782] [DEBUG] [REMOTE ] GHRS: Fetching historical data. [2026-01-06T20:36:12.896741] [INFO ] [main ] Progress: 311/407 forecasts completed (76.4%). FOF finished in 0.6s. ETA: 16.5s. Rate: 349.31 forecasts/min [2026-01-06T20:36:12.899681] [DEBUG] [MAG ] DCOM: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:12.900899] [DEBUG] [MAG ] TRC: Last date is validated at 2026-01-06 [2026-01-06T20:36:12.906970] [DEBUG] [REMOTE ] GHRS: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:12.908185] [DEBUG] [LOCAL ] Loaded configuration for GHRS: 4 features, N/A% accuracy [2026-01-06T20:36:12.908249] [INFO ] [LOCAL ] GHRS: Loaded 4 optimal features with 50.86% confidence from JSON config [2026-01-06T20:36:12.908284] [DEBUG] [MAG ] Building data for symbol: GHRS with lookback: 0 [2026-01-06T20:36:12.909195] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-06T20:36:12.909259] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-06T20:36:12.910013] [DEBUG] [FEATURES ] DataBuilder: Executing add_fullday_parkinson_range [2026-01-06T20:36:12.911706] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_morning_composite [2026-01-06T20:36:12.912732] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_day_volatility [2026-01-06T20:36:12.914649] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:12.982724] [INFO ] [LOCAL ] DCOM: Saved forecast. [2026-01-06T20:36:12.982794] [INFO ] [main ] DCOM: Signal=1 (Conf=90.0%), Magnitude=0.73% (Conf=63.8913%) [2026-01-06T20:36:12.983152] [INFO ] [main ] Progress: 312/407 forecasts completed (76.7%). DCOM finished in 0.7s. ETA: 16.3s. Rate: 349.87 forecasts/min [2026-01-06T20:36:12.983297] [INFO ] [main ] Fetching symbol history for WNEB... [2026-01-06T20:36:12.983345] [DEBUG] [REMOTE ] WNEB: Fetching historical data. [2026-01-06T20:36:12.994646] [DEBUG] [MAG ] UNP: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:12.996508] [DEBUG] [REMOTE ] WNEB: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:12.997749] [DEBUG] [LOCAL ] Loaded configuration for WNEB: 4 features, N/A% accuracy [2026-01-06T20:36:12.997807] [INFO ] [LOCAL ] WNEB: Loaded 4 optimal features with 43.15% confidence from JSON config [2026-01-06T20:36:12.997841] [DEBUG] [MAG ] Building data for symbol: WNEB with lookback: 0 [2026-01-06T20:36:12.998828] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-06T20:36:12.998905] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:36:13.000990] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:36:13.001527] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:36:13.002005] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-06T20:36:13.002819] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:13.071490] [DEBUG] [MAG ] TRC: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:13.124230] [INFO ] [LOCAL ] UNP: Saved forecast. [2026-01-06T20:36:13.124302] [INFO ] [main ] UNP: Signal=1 (Conf=90.0%), Magnitude=-0.71% (Conf=69.8631%) [2026-01-06T20:36:13.124467] [INFO ] [main ] Fetching symbol history for HELE... [2026-01-06T20:36:13.124510] [DEBUG] [REMOTE ] HELE: Fetching historical data. [2026-01-06T20:36:13.124884] [INFO ] [main ] Progress: 313/407 forecasts completed (76.9%). UNP finished in 0.7s. ETA: 16.1s. Rate: 350.06 forecasts/min [2026-01-06T20:36:13.137066] [DEBUG] [REMOTE ] HELE: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:13.138083] [DEBUG] [LOCAL ] Loaded configuration for HELE: 3 features, N/A% accuracy [2026-01-06T20:36:13.138512] [INFO ] [LOCAL ] HELE: Loaded 3 optimal features with 55.36% confidence from JSON config [2026-01-06T20:36:13.138553] [DEBUG] [MAG ] Building data for symbol: HELE with lookback: 0 [2026-01-06T20:36:13.139620] [DEBUG] [FEATURES ] DataBuilder: Executing 3 feature methods. [2026-01-06T20:36:13.139685] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:36:13.144896] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_volatility_percentile [2026-01-06T20:36:13.147548] [INFO ] [LOCAL ] TRC: Saved forecast. [2026-01-06T20:36:13.147641] [INFO ] [main ] TRC: Signal=1 (Conf=90.0%), Magnitude=-0.06% (Conf=64.291%) [2026-01-06T20:36:13.147959] [INFO ] [main ] Fetching symbol history for HRMY... [2026-01-06T20:36:13.148012] [DEBUG] [REMOTE ] HRMY: Fetching historical data. [2026-01-06T20:36:13.148619] [INFO ] [main ] Progress: 314/407 forecasts completed (77.1%). TRC finished in 0.6s. ETA: 15.9s. Rate: 351.02 forecasts/min [2026-01-06T20:36:13.160356] [DEBUG] [REMOTE ] HRMY: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:13.161534] [DEBUG] [LOCAL ] Loaded configuration for HRMY: 5 features, N/A% accuracy [2026-01-06T20:36:13.161612] [INFO ] [LOCAL ] HRMY: Loaded 5 optimal features with 61.39% confidence from JSON config [2026-01-06T20:36:13.161648] [DEBUG] [MAG ] Building data for symbol: HRMY with lookback: 0 [2026-01-06T20:36:13.162626] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-06T20:36:13.162689] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:36:13.167831] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:36:13.169668] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:36:13.170293] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:36:13.170698] [DEBUG] [FEATURES ] DataBuilder: Executing add_volatility_decay_ratio [2026-01-06T20:36:13.171819] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:13.222421] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_reversal_intensity [2026-01-06T20:36:13.224170] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:13.274388] [DEBUG] [MAG ] GHRS: Last date is validated at 2026-01-06 [2026-01-06T20:36:13.369930] [DEBUG] [MAG ] WNEB: Last date is validated at 2026-01-06 [2026-01-06T20:36:13.448145] [DEBUG] [MAG ] GHRS: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:13.526080] [DEBUG] [MAG ] HRMY: Last date is validated at 2026-01-06 [2026-01-06T20:36:13.547648] [INFO ] [LOCAL ] GHRS: Saved forecast. [2026-01-06T20:36:13.547729] [INFO ] [main ] GHRS: Signal=1 (Conf=90.0%), Magnitude=-5.34% (Conf=50.8551%) [2026-01-06T20:36:13.548124] [INFO ] [main ] Fetching symbol history for BGX... [2026-01-06T20:36:13.548177] [DEBUG] [REMOTE ] BGX: Fetching historical data. [2026-01-06T20:36:13.548388] [INFO ] [main ] Progress: 315/407 forecasts completed (77.4%). GHRS finished in 0.7s. ETA: 15.8s. Rate: 349.54 forecasts/min [2026-01-06T20:36:13.548259] [DEBUG] [MAG ] WNEB: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:13.561918] [DEBUG] [REMOTE ] BGX: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:13.562899] [DEBUG] [LOCAL ] Loaded configuration for BGX: 8 features, N/A% accuracy [2026-01-06T20:36:13.562959] [INFO ] [LOCAL ] BGX: Loaded 8 optimal features with 39.51% confidence from JSON config [2026-01-06T20:36:13.562993] [DEBUG] [MAG ] Building data for symbol: BGX with lookback: 0 [2026-01-06T20:36:13.563856] [DEBUG] [FEATURES ] DataBuilder: Executing 8 feature methods. [2026-01-06T20:36:13.563935] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:36:13.569295] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:36:13.571294] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:36:13.571816] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:36:13.572253] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-06T20:36:13.574830] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_fill_state [2026-01-06T20:36:13.576621] [DEBUG] [MAG ] HELE: Last date is validated at 2026-01-06 [2026-01-06T20:36:13.608355] [INFO ] [LOCAL ] WNEB: Saved forecast. [2026-01-06T20:36:13.608425] [INFO ] [main ] WNEB: Signal=1 (Conf=90.0%), Magnitude=-1.06% (Conf=43.1452%) [2026-01-06T20:36:13.608601] [INFO ] [main ] Fetching symbol history for ASML... [2026-01-06T20:36:13.608649] [DEBUG] [REMOTE ] ASML: Fetching historical data. [2026-01-06T20:36:13.609393] [INFO ] [main ] Progress: 316/407 forecasts completed (77.6%). WNEB finished in 0.6s. ETA: 15.6s. Rate: 350.25 forecasts/min [2026-01-06T20:36:13.616748] [DEBUG] [FEATURES ] DataBuilder: Executing add_gaps [2026-01-06T20:36:13.617777] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_pressure_into_close [2026-01-06T20:36:13.619554] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:13.621466] [DEBUG] [REMOTE ] ASML: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:13.622670] [DEBUG] [LOCAL ] Loaded configuration for ASML: 4 features, N/A% accuracy [2026-01-06T20:36:13.622736] [INFO ] [LOCAL ] ASML: Loaded 4 optimal features with 48.39% confidence from JSON config [2026-01-06T20:36:13.622774] [DEBUG] [MAG ] Building data for symbol: ASML with lookback: 0 [2026-01-06T20:36:13.623606] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-06T20:36:13.623667] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:36:13.628848] [DEBUG] [FEATURES ] DataBuilder: Executing add_directional_consistency [2026-01-06T20:36:13.701023] [DEBUG] [MAG ] HRMY: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:13.748190] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_hour_microstructure [2026-01-06T20:36:13.749492] [DEBUG] [MAG ] HELE: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:13.751394] [DEBUG] [FEATURES ] DataBuilder: Executing add_vol_of_vol [2026-01-06T20:36:13.752598] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:13.788737] [INFO ] [LOCAL ] HRMY: Saved forecast. [2026-01-06T20:36:13.788834] [INFO ] [main ] HRMY: Signal=1 (Conf=90.0%), Magnitude=6.26% (Conf=61.39%) [2026-01-06T20:36:13.788997] [INFO ] [main ] Fetching symbol history for NTB... [2026-01-06T20:36:13.789041] [DEBUG] [REMOTE ] NTB: Fetching historical data. [2026-01-06T20:36:13.790632] [INFO ] [main ] Progress: 317/407 forecasts completed (77.9%). HRMY finished in 0.6s. ETA: 15.4s. Rate: 350.19 forecasts/min [2026-01-06T20:36:13.801951] [DEBUG] [REMOTE ] NTB: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:13.803730] [DEBUG] [LOCAL ] Loaded configuration for NTB: 2 features, N/A% accuracy [2026-01-06T20:36:13.803782] [INFO ] [LOCAL ] NTB: Loaded 2 optimal features with 47.83% confidence from JSON config [2026-01-06T20:36:13.803813] [DEBUG] [MAG ] Building data for symbol: NTB with lookback: 0 [2026-01-06T20:36:13.804593] [DEBUG] [FEATURES ] DataBuilder: Executing 2 feature methods. [2026-01-06T20:36:13.804653] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:36:13.809489] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-06T20:36:13.812110] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:13.848677] [INFO ] [LOCAL ] HELE: Saved forecast. [2026-01-06T20:36:13.848753] [INFO ] [main ] HELE: Signal=1 (Conf=90.0%), Magnitude=4.61% (Conf=55.3642%) [2026-01-06T20:36:13.848961] [INFO ] [main ] Fetching symbol history for STKL... [2026-01-06T20:36:13.849008] [DEBUG] [REMOTE ] STKL: Fetching historical data. [2026-01-06T20:36:13.850636] [INFO ] [main ] Progress: 318/407 forecasts completed (78.1%). HELE finished in 0.7s. ETA: 15.2s. Rate: 350.91 forecasts/min [2026-01-06T20:36:13.861084] [DEBUG] [REMOTE ] STKL: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:13.862448] [DEBUG] [LOCAL ] Loaded configuration for STKL: 8 features, N/A% accuracy [2026-01-06T20:36:13.862503] [INFO ] [LOCAL ] STKL: Loaded 8 optimal features with 52.91% confidence from JSON config [2026-01-06T20:36:13.862537] [DEBUG] [MAG ] Building data for symbol: STKL with lookback: 0 [2026-01-06T20:36:13.863374] [DEBUG] [FEATURES ] DataBuilder: Executing 8 feature methods. [2026-01-06T20:36:13.863439] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:36:13.868489] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:36:13.870521] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:36:13.871196] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:36:13.871662] [DEBUG] [FEATURES ] DataBuilder: Executing add_directional_consistency [2026-01-06T20:36:13.974907] [DEBUG] [MAG ] BGX: Last date is validated at 2026-01-06 [2026-01-06T20:36:13.985079] [DEBUG] [FEATURES ] DataBuilder: Executing add_fullday_parkinson_range [2026-01-06T20:36:13.987050] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_resolution_state [2026-01-06T20:36:14.036118] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_volatility_percentile [2026-01-06T20:36:14.110532] [DEBUG] [MAG ] ASML: Last date is validated at 2026-01-06 [2026-01-06T20:36:14.115315] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:14.152940] [DEBUG] [MAG ] BGX: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:14.158495] [DEBUG] [MAG ] NTB: Last date is validated at 2026-01-06 [2026-01-06T20:36:14.219018] [INFO ] [LOCAL ] BGX: Saved forecast. [2026-01-06T20:36:14.219086] [INFO ] [main ] BGX: Signal=1 (Conf=90.0%), Magnitude=0.40% (Conf=39.5106%) [2026-01-06T20:36:14.219447] [INFO ] [main ] Fetching symbol history for TBI... [2026-01-06T20:36:14.219497] [DEBUG] [REMOTE ] TBI: Fetching historical data. [2026-01-06T20:36:14.219647] [INFO ] [main ] Progress: 319/407 forecasts completed (78.4%). BGX finished in 0.7s. ETA: 15.1s. Rate: 349.64 forecasts/min [2026-01-06T20:36:14.230862] [DEBUG] [REMOTE ] TBI: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:14.231975] [DEBUG] [LOCAL ] Loaded configuration for TBI: 0 features, N/A% accuracy [2026-01-06T20:36:14.232028] [INFO ] [LOCAL ] TBI: Loaded 0 optimal features with 56.92% confidence from JSON config [2026-01-06T20:36:14.232059] [DEBUG] [MAG ] Building data for symbol: TBI with lookback: 0 [2026-01-06T20:36:14.232865] [DEBUG] [FEATURES ] DataBuilder: Empty feature list provided, returning after step 3 (no features). [2026-01-06T20:36:14.279068] [DEBUG] [MAG ] ASML: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:14.327633] [DEBUG] [MAG ] NTB: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:14.406563] [INFO ] [LOCAL ] NTB: Saved forecast. [2026-01-06T20:36:14.406658] [INFO ] [main ] NTB: Signal=1 (Conf=90.0%), Magnitude=-0.03% (Conf=47.8289%) [2026-01-06T20:36:14.407012] [INFO ] [main ] Fetching symbol history for HPQ... [2026-01-06T20:36:14.407062] [DEBUG] [REMOTE ] HPQ: Fetching historical data. [2026-01-06T20:36:14.407049] [INFO ] [main ] Progress: 320/407 forecasts completed (78.6%). NTB finished in 0.6s. ETA: 14.9s. Rate: 349.54 forecasts/min [2026-01-06T20:36:14.419211] [DEBUG] [REMOTE ] HPQ: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:14.420198] [DEBUG] [LOCAL ] Loaded configuration for HPQ: 1 features, N/A% accuracy [2026-01-06T20:36:14.420251] [INFO ] [LOCAL ] HPQ: Loaded 1 optimal features with 48.77% confidence from JSON config [2026-01-06T20:36:14.420281] [DEBUG] [MAG ] Building data for symbol: HPQ with lookback: 0 [2026-01-06T20:36:14.421086] [DEBUG] [FEATURES ] DataBuilder: Executing 1 feature methods. [2026-01-06T20:36:14.421144] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_fill_state [2026-01-06T20:36:14.460056] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:14.462882] [DEBUG] [MAG ] STKL: Last date is validated at 2026-01-06 [2026-01-06T20:36:14.486383] [INFO ] [LOCAL ] ASML: Saved forecast. [2026-01-06T20:36:14.486447] [INFO ] [main ] ASML: Signal=1 (Conf=90.0%), Magnitude=-0.14% (Conf=48.3918%) [2026-01-06T20:36:14.486835] [INFO ] [main ] Progress: 321/407 forecasts completed (78.9%). ASML finished in 0.9s. ETA: 14.7s. Rate: 350.12 forecasts/min [2026-01-06T20:36:14.486960] [INFO ] [main ] Fetching symbol history for CHCO... [2026-01-06T20:36:14.487002] [DEBUG] [REMOTE ] CHCO: Fetching historical data. [2026-01-06T20:36:14.498287] [DEBUG] [REMOTE ] CHCO: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:14.499488] [DEBUG] [LOCAL ] Loaded configuration for CHCO: 5 features, N/A% accuracy [2026-01-06T20:36:14.499549] [INFO ] [LOCAL ] CHCO: Loaded 5 optimal features with 56.18% confidence from JSON config [2026-01-06T20:36:14.499598] [DEBUG] [MAG ] Building data for symbol: CHCO with lookback: 0 [2026-01-06T20:36:14.500407] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-06T20:36:14.500469] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-06T20:36:14.501335] [DEBUG] [FEATURES ] DataBuilder: Executing add_last_hour_momentum_mag [2026-01-06T20:36:14.502047] [DEBUG] [FEATURES ] DataBuilder: Executing add_morning_followthrough_mag_T0 [2026-01-06T20:36:14.503050] [DEBUG] [FEATURES ] DataBuilder: Executing add_morning_range_expansion [2026-01-06T20:36:14.507402] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_dispersion [2026-01-06T20:36:14.508834] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:14.588441] [DEBUG] [MAG ] TBI: Last date is validated at 2026-01-06 [2026-01-06T20:36:14.629946] [DEBUG] [MAG ] STKL: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:14.694420] [INFO ] [LOCAL ] STKL: Saved forecast. [2026-01-06T20:36:14.694497] [INFO ] [main ] STKL: Signal=1 (Conf=90.0%), Magnitude=0.74% (Conf=52.909%) [2026-01-06T20:36:14.694981] [INFO ] [main ] Fetching symbol history for MBWM... [2026-01-06T20:36:14.695036] [DEBUG] [REMOTE ] MBWM: Fetching historical data. [2026-01-06T20:36:14.695030] [INFO ] [main ] Progress: 322/407 forecasts completed (79.1%). STKL finished in 0.8s. ETA: 14.6s. Rate: 349.89 forecasts/min [2026-01-06T20:36:14.708375] [DEBUG] [REMOTE ] MBWM: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:14.709688] [DEBUG] [LOCAL ] Loaded configuration for MBWM: 0 features, N/A% accuracy [2026-01-06T20:36:14.709743] [INFO ] [LOCAL ] MBWM: Loaded 0 optimal features with 46.87% confidence from JSON config [2026-01-06T20:36:14.709774] [DEBUG] [MAG ] Building data for symbol: MBWM with lookback: 0 [2026-01-06T20:36:14.710726] [DEBUG] [FEATURES ] DataBuilder: Empty feature list provided, returning after step 3 (no features). [2026-01-06T20:36:14.766965] [DEBUG] [MAG ] TBI: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:14.800594] [DEBUG] [MAG ] HPQ: Last date is validated at 2026-01-06 [2026-01-06T20:36:14.829283] [INFO ] [LOCAL ] TBI: Saved forecast. [2026-01-06T20:36:14.829363] [INFO ] [main ] TBI: Signal=1 (Conf=90.0%), Magnitude=-6.50% (Conf=56.916%) [2026-01-06T20:36:14.829743] [INFO ] [main ] Fetching symbol history for SENEA... [2026-01-06T20:36:14.829795] [DEBUG] [REMOTE ] SENEA: Fetching historical data. [2026-01-06T20:36:14.831665] [INFO ] [main ] Progress: 323/407 forecasts completed (79.4%). TBI finished in 0.6s. ETA: 14.4s. Rate: 350.11 forecasts/min [2026-01-06T20:36:14.841285] [DEBUG] [REMOTE ] SENEA: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:14.842467] [DEBUG] [LOCAL ] Loaded configuration for SENEA: 1 features, N/A% accuracy [2026-01-06T20:36:14.842521] [INFO ] [LOCAL ] SENEA: Loaded 1 optimal features with 47.06% confidence from JSON config [2026-01-06T20:36:14.845890] [DEBUG] [MAG ] Building data for symbol: SENEA with lookback: 0 [2026-01-06T20:36:14.846751] [DEBUG] [FEATURES ] DataBuilder: Executing 1 feature methods. [2026-01-06T20:36:14.846815] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:36:14.850121] [DEBUG] [MAG ] CHCO: Last date is validated at 2026-01-06 [2026-01-06T20:36:14.852744] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:14.970228] [DEBUG] [MAG ] HPQ: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:15.021258] [DEBUG] [MAG ] CHCO: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:15.049354] [INFO ] [LOCAL ] HPQ: Saved forecast. [2026-01-06T20:36:15.049427] [INFO ] [main ] HPQ: Signal=1 (Conf=90.0%), Magnitude=2.74% (Conf=48.7735%) [2026-01-06T20:36:15.049792] [INFO ] [main ] Fetching symbol history for LECO... [2026-01-06T20:36:15.049784] [INFO ] [main ] Progress: 324/407 forecasts completed (79.6%). HPQ finished in 0.6s. ETA: 14.2s. Rate: 349.81 forecasts/min [2026-01-06T20:36:15.049846] [DEBUG] [REMOTE ] LECO: Fetching historical data. [2026-01-06T20:36:15.057405] [DEBUG] [MAG ] MBWM: Last date is validated at 2026-01-06 [2026-01-06T20:36:15.062268] [DEBUG] [REMOTE ] LECO: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:15.063651] [DEBUG] [LOCAL ] Loaded configuration for LECO: 3 features, N/A% accuracy [2026-01-06T20:36:15.063706] [INFO ] [LOCAL ] LECO: Loaded 3 optimal features with 59.97% confidence from JSON config [2026-01-06T20:36:15.063738] [DEBUG] [MAG ] Building data for symbol: LECO with lookback: 0 [2026-01-06T20:36:15.064537] [DEBUG] [FEATURES ] DataBuilder: Executing 3 feature methods. [2026-01-06T20:36:15.064614] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:36:15.069612] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_morning_composite [2026-01-06T20:36:15.070795] [DEBUG] [FEATURES ] DataBuilder: Executing add_prev_1100_to_open [2026-01-06T20:36:15.071467] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:15.134840] [INFO ] [LOCAL ] CHCO: Saved forecast. [2026-01-06T20:36:15.134905] [INFO ] [main ] CHCO: Signal=1 (Conf=90.0%), Magnitude=-1.28% (Conf=56.1825%) [2026-01-06T20:36:15.135491] [INFO ] [main ] Progress: 325/407 forecasts completed (79.9%). CHCO finished in 0.6s. ETA: 14.0s. Rate: 350.35 forecasts/min [2026-01-06T20:36:15.135638] [INFO ] [main ] Fetching symbol history for TAYD... [2026-01-06T20:36:15.135682] [DEBUG] [REMOTE ] TAYD: Fetching historical data. [2026-01-06T20:36:15.146280] [DEBUG] [REMOTE ] TAYD: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:15.147399] [DEBUG] [LOCAL ] Loaded configuration for TAYD: 6 features, N/A% accuracy [2026-01-06T20:36:15.147464] [INFO ] [LOCAL ] TAYD: Loaded 6 optimal features with 48.53% confidence from JSON config [2026-01-06T20:36:15.147496] [DEBUG] [MAG ] Building data for symbol: TAYD with lookback: 0 [2026-01-06T20:36:15.148482] [DEBUG] [FEATURES ] DataBuilder: Executing 6 feature methods. [2026-01-06T20:36:15.148543] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:36:15.150713] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:36:15.151252] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:36:15.151716] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-06T20:36:15.154232] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_morning_composite [2026-01-06T20:36:15.155210] [DEBUG] [FEATURES ] DataBuilder: Executing add_morning_range_expansion [2026-01-06T20:36:15.159714] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:15.220852] [DEBUG] [MAG ] SENEA: Last date is validated at 2026-01-06 [2026-01-06T20:36:15.225959] [DEBUG] [MAG ] MBWM: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:15.307434] [INFO ] [LOCAL ] MBWM: Saved forecast. [2026-01-06T20:36:15.307502] [INFO ] [main ] MBWM: Signal=1 (Conf=90.0%), Magnitude=-0.10% (Conf=46.8737%) [2026-01-06T20:36:15.307677] [INFO ] [main ] Fetching symbol history for DEA... [2026-01-06T20:36:15.307722] [DEBUG] [REMOTE ] DEA: Fetching historical data. [2026-01-06T20:36:15.308719] [INFO ] [main ] Progress: 326/407 forecasts completed (80.1%). MBWM finished in 0.6s. ETA: 13.9s. Rate: 350.34 forecasts/min [2026-01-06T20:36:15.318858] [DEBUG] [REMOTE ] DEA: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:15.319739] [DEBUG] [LOCAL ] Loaded configuration for DEA: 3 features, N/A% accuracy [2026-01-06T20:36:15.319797] [INFO ] [LOCAL ] DEA: Loaded 3 optimal features with 47.78% confidence from JSON config [2026-01-06T20:36:15.319830] [DEBUG] [MAG ] Building data for symbol: DEA with lookback: 0 [2026-01-06T20:36:15.320621] [DEBUG] [FEATURES ] DataBuilder: Executing 3 feature methods. [2026-01-06T20:36:15.320679] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:36:15.322354] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:36:15.322880] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:36:15.323270] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:15.394465] [DEBUG] [MAG ] SENEA: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:15.413178] [DEBUG] [MAG ] LECO: Last date is validated at 2026-01-06 [2026-01-06T20:36:15.490776] [INFO ] [LOCAL ] SENEA: Saved forecast. [2026-01-06T20:36:15.490848] [INFO ] [main ] SENEA: Signal=1 (Conf=90.0%), Magnitude=1.88% (Conf=47.06%) [2026-01-06T20:36:15.491010] [INFO ] [main ] Fetching symbol history for CMSA... [2026-01-06T20:36:15.491054] [DEBUG] [REMOTE ] CMSA: Fetching historical data. [2026-01-06T20:36:15.492661] [INFO ] [main ] Progress: 327/407 forecasts completed (80.3%). SENEA finished in 0.7s. ETA: 13.7s. Rate: 350.26 forecasts/min [2026-01-06T20:36:15.501773] [DEBUG] [MAG ] TAYD: Last date is validated at 2026-01-06 [2026-01-06T20:36:15.503056] [DEBUG] [REMOTE ] CMSA: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:15.503924] [DEBUG] [LOCAL ] Loaded configuration for CMSA: 7 features, N/A% accuracy [2026-01-06T20:36:15.503983] [INFO ] [LOCAL ] CMSA: Loaded 7 optimal features with 53.63% confidence from JSON config [2026-01-06T20:36:15.504016] [DEBUG] [MAG ] Building data for symbol: CMSA with lookback: 0 [2026-01-06T20:36:15.504810] [DEBUG] [FEATURES ] DataBuilder: Executing 7 feature methods. [2026-01-06T20:36:15.504873] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:36:15.509829] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:36:15.511830] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:36:15.512311] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:36:15.512783] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:36:15.513365] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-06T20:36:15.515769] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_fill_state [2026-01-06T20:36:15.553910] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:15.581011] [DEBUG] [MAG ] LECO: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:15.663960] [DEBUG] [MAG ] DEA: Last date is validated at 2026-01-06 [2026-01-06T20:36:15.676393] [DEBUG] [MAG ] TAYD: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:15.696637] [INFO ] [LOCAL ] LECO: Saved forecast. [2026-01-06T20:36:15.696706] [INFO ] [main ] LECO: Signal=1 (Conf=90.0%), Magnitude=0.03% (Conf=59.9704%) [2026-01-06T20:36:15.697053] [INFO ] [main ] Fetching symbol history for HSBC... [2026-01-06T20:36:15.697104] [DEBUG] [REMOTE ] HSBC: Fetching historical data. [2026-01-06T20:36:15.697652] [INFO ] [main ] Progress: 328/407 forecasts completed (80.6%). LECO finished in 0.6s. ETA: 13.5s. Rate: 350.05 forecasts/min [2026-01-06T20:36:15.708894] [DEBUG] [REMOTE ] HSBC: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:15.709862] [DEBUG] [LOCAL ] Loaded configuration for HSBC: 2 features, N/A% accuracy [2026-01-06T20:36:15.709921] [INFO ] [LOCAL ] HSBC: Loaded 2 optimal features with 66.30% confidence from JSON config [2026-01-06T20:36:15.709953] [DEBUG] [MAG ] Building data for symbol: HSBC with lookback: 0 [2026-01-06T20:36:15.710757] [DEBUG] [FEATURES ] DataBuilder: Executing 2 feature methods. [2026-01-06T20:36:15.710817] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:36:15.715625] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_resolution_state [2026-01-06T20:36:15.768116] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:15.772296] [INFO ] [LOCAL ] TAYD: Saved forecast. [2026-01-06T20:36:15.772356] [INFO ] [main ] TAYD: Signal=1 (Conf=90.0%), Magnitude=-1.71% (Conf=48.5296%) [2026-01-06T20:36:15.772512] [INFO ] [main ] Fetching symbol history for CCNE... [2026-01-06T20:36:15.772556] [DEBUG] [REMOTE ] CCNE: Fetching historical data. [2026-01-06T20:36:15.773339] [INFO ] [main ] Progress: 329/407 forecasts completed (80.8%). TAYD finished in 0.6s. ETA: 13.3s. Rate: 350.64 forecasts/min [2026-01-06T20:36:15.783889] [DEBUG] [REMOTE ] CCNE: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:15.784939] [DEBUG] [LOCAL ] Loaded configuration for CCNE: 3 features, N/A% accuracy [2026-01-06T20:36:15.784997] [INFO ] [LOCAL ] CCNE: Loaded 3 optimal features with 54.34% confidence from JSON config [2026-01-06T20:36:15.785029] [DEBUG] [MAG ] Building data for symbol: CCNE with lookback: 0 [2026-01-06T20:36:15.785822] [DEBUG] [FEATURES ] DataBuilder: Executing 3 feature methods. [2026-01-06T20:36:15.785881] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:36:15.787534] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:36:15.788066] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:36:15.788454] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:15.831919] [DEBUG] [MAG ] DEA: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:15.898061] [DEBUG] [MAG ] CMSA: Last date is validated at 2026-01-06 [2026-01-06T20:36:15.904666] [INFO ] [LOCAL ] DEA: Saved forecast. [2026-01-06T20:36:15.904731] [INFO ] [main ] DEA: Signal=1 (Conf=90.0%), Magnitude=0.95% (Conf=47.7839%) [2026-01-06T20:36:15.904889] [INFO ] [main ] Fetching symbol history for PMVP... [2026-01-06T20:36:15.904932] [DEBUG] [REMOTE ] PMVP: Fetching historical data. [2026-01-06T20:36:15.906686] [INFO ] [main ] Progress: 330/407 forecasts completed (81.1%). DEA finished in 0.6s. ETA: 13.2s. Rate: 350.88 forecasts/min [2026-01-06T20:36:15.919212] [DEBUG] [REMOTE ] PMVP: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:15.920030] [DEBUG] [LOCAL ] Loaded configuration for PMVP: 7 features, N/A% accuracy [2026-01-06T20:36:15.920082] [INFO ] [LOCAL ] PMVP: Loaded 7 optimal features with 34.01% confidence from JSON config [2026-01-06T20:36:15.920123] [DEBUG] [MAG ] Building data for symbol: PMVP with lookback: 0 [2026-01-06T20:36:15.920904] [DEBUG] [FEATURES ] DataBuilder: Executing 7 feature methods. [2026-01-06T20:36:15.920966] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:36:15.925941] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:36:15.927922] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:36:15.928619] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:36:15.929230] [DEBUG] [FEATURES ] DataBuilder: Executing add_gaps [2026-01-06T20:36:15.929993] [DEBUG] [FEATURES ] DataBuilder: Executing add_last_hour_momentum_mag [2026-01-06T20:36:15.930769] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_hour_microstructure [2026-01-06T20:36:15.933541] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:16.071617] [DEBUG] [MAG ] CMSA: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:16.112311] [DEBUG] [MAG ] HSBC: Last date is validated at 2026-01-06 [2026-01-06T20:36:16.133533] [DEBUG] [MAG ] CCNE: Last date is validated at 2026-01-06 [2026-01-06T20:36:16.137819] [INFO ] [LOCAL ] CMSA: Saved forecast. [2026-01-06T20:36:16.137890] [INFO ] [main ] CMSA: Signal=1 (Conf=90.0%), Magnitude=-0.23% (Conf=53.6327%) [2026-01-06T20:36:16.138239] [INFO ] [main ] Fetching symbol history for MNSO... [2026-01-06T20:36:16.138289] [DEBUG] [REMOTE ] MNSO: Fetching historical data. [2026-01-06T20:36:16.138665] [INFO ] [main ] Progress: 331/407 forecasts completed (81.3%). CMSA finished in 0.6s. ETA: 13.0s. Rate: 350.50 forecasts/min [2026-01-06T20:36:16.151457] [DEBUG] [REMOTE ] MNSO: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:16.152531] [DEBUG] [LOCAL ] Loaded configuration for MNSO: 4 features, N/A% accuracy [2026-01-06T20:36:16.152604] [INFO ] [LOCAL ] MNSO: Loaded 4 optimal features with 48.48% confidence from JSON config [2026-01-06T20:36:16.152638] [DEBUG] [MAG ] Building data for symbol: MNSO with lookback: 0 [2026-01-06T20:36:16.153427] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-06T20:36:16.153488] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:36:16.158834] [DEBUG] [FEATURES ] DataBuilder: Executing add_signed_carry_history_11 [2026-01-06T20:36:16.160637] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_flow_differentials [2026-01-06T20:36:16.163654] [DEBUG] [FEATURES ] DataBuilder: Executing add_vwap_deviations [2026-01-06T20:36:16.169731] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:16.282115] [DEBUG] [MAG ] HSBC: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:16.287296] [DEBUG] [MAG ] PMVP: Last date is validated at 2026-01-06 [2026-01-06T20:36:16.303276] [DEBUG] [MAG ] CCNE: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:16.373891] [INFO ] [LOCAL ] CCNE: Saved forecast. [2026-01-06T20:36:16.373958] [INFO ] [main ] CCNE: Signal=1 (Conf=90.0%), Magnitude=0.11% (Conf=54.3409%) [2026-01-06T20:36:16.374117] [INFO ] [main ] Fetching symbol history for CPNG... [2026-01-06T20:36:16.374161] [DEBUG] [REMOTE ] CPNG: Fetching historical data. [2026-01-06T20:36:16.374643] [INFO ] [LOCAL ] HSBC: Saved forecast. [2026-01-06T20:36:16.374702] [INFO ] [main ] HSBC: Signal=1 (Conf=90.0%), Magnitude=-1.10% (Conf=66.3005%) [2026-01-06T20:36:16.374859] [INFO ] [main ] Fetching symbol history for LPTH... [2026-01-06T20:36:16.375242] [DEBUG] [REMOTE ] LPTH: Fetching historical data. [2026-01-06T20:36:16.375676] [INFO ] [main ] Progress: 332/407 forecasts completed (81.6%). CCNE finished in 0.6s. ETA: 12.9s. Rate: 350.10 forecasts/min [2026-01-06T20:36:16.375832] [INFO ] [main ] Progress: 333/407 forecasts completed (81.8%). HSBC finished in 0.7s. ETA: 12.6s. Rate: 351.15 forecasts/min [2026-01-06T20:36:16.386288] [DEBUG] [REMOTE ] CPNG: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:16.386357] [DEBUG] [REMOTE ] LPTH: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:16.387258] [DEBUG] [LOCAL ] Loaded configuration for CPNG: 5 features, N/A% accuracy [2026-01-06T20:36:16.387259] [DEBUG] [LOCAL ] Loaded configuration for LPTH: 4 features, N/A% accuracy [2026-01-06T20:36:16.387309] [INFO ] [LOCAL ] CPNG: Loaded 5 optimal features with 59.36% confidence from JSON config [2026-01-06T20:36:16.387312] [INFO ] [LOCAL ] LPTH: Loaded 4 optimal features with 67.22% confidence from JSON config [2026-01-06T20:36:16.387340] [DEBUG] [MAG ] Building data for symbol: CPNG with lookback: 0 [2026-01-06T20:36:16.387342] [DEBUG] [MAG ] Building data for symbol: LPTH with lookback: 0 [2026-01-06T20:36:16.388138] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-06T20:36:16.388140] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-06T20:36:16.388198] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:36:16.388200] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:36:16.393024] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-06T20:36:16.394393] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:36:16.395515] [DEBUG] [FEATURES ] DataBuilder: Executing add_gaps [2026-01-06T20:36:16.396311] [DEBUG] [FEATURES ] DataBuilder: Executing add_micro_gap_fill_velocity [2026-01-06T20:36:16.396485] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:36:16.397155] [DEBUG] [FEATURES ] DataBuilder: Executing add_gaps [2026-01-06T20:36:16.398084] [DEBUG] [FEATURES ] DataBuilder: Executing add_overnight_gap_mag [2026-01-06T20:36:16.398293] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:16.398871] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:16.468858] [DEBUG] [MAG ] PMVP: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:16.512477] [DEBUG] [MAG ] MNSO: Last date is validated at 2026-01-06 [2026-01-06T20:36:16.530700] [INFO ] [LOCAL ] PMVP: Saved forecast. [2026-01-06T20:36:16.530776] [INFO ] [main ] PMVP: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=34.0092%) [2026-01-06T20:36:16.530943] [INFO ] [main ] Fetching symbol history for EB... [2026-01-06T20:36:16.531857] [INFO ] [main ] Progress: 334/407 forecasts completed (82.1%). PMVP finished in 0.6s. ETA: 12.5s. Rate: 351.24 forecasts/min [2026-01-06T20:36:16.530992] [DEBUG] [REMOTE ] EB: Fetching historical data. [2026-01-06T20:36:16.547037] [DEBUG] [REMOTE ] EB: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:16.548064] [DEBUG] [LOCAL ] Loaded configuration for EB: 2 features, N/A% accuracy [2026-01-06T20:36:16.548318] [INFO ] [LOCAL ] EB: Loaded 2 optimal features with 56.41% confidence from JSON config [2026-01-06T20:36:16.548352] [DEBUG] [MAG ] Building data for symbol: EB with lookback: 0 [2026-01-06T20:36:16.549287] [DEBUG] [FEATURES ] DataBuilder: Executing 2 feature methods. [2026-01-06T20:36:16.549350] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_fill_state [2026-01-06T20:36:16.592249] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_volatility_percentile [2026-01-06T20:36:16.682686] [DEBUG] [MAG ] MNSO: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:16.685775] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:16.738097] [DEBUG] [MAG ] LPTH: Last date is validated at 2026-01-06 [2026-01-06T20:36:16.774529] [INFO ] [LOCAL ] MNSO: Saved forecast. [2026-01-06T20:36:16.774615] [INFO ] [main ] MNSO: Signal=1 (Conf=90.0%), Magnitude=6.15% (Conf=48.4808%) [2026-01-06T20:36:16.774944] [INFO ] [main ] Progress: 335/407 forecasts completed (82.3%). MNSO finished in 0.6s. ETA: 12.3s. Rate: 350.80 forecasts/min [2026-01-06T20:36:16.775083] [INFO ] [main ] Fetching symbol history for AMAL... [2026-01-06T20:36:16.775126] [DEBUG] [REMOTE ] AMAL: Fetching historical data. [2026-01-06T20:36:16.781459] [DEBUG] [MAG ] CPNG: Last date is validated at 2026-01-06 [2026-01-06T20:36:16.788640] [DEBUG] [REMOTE ] AMAL: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:16.789455] [DEBUG] [LOCAL ] Loaded configuration for AMAL: 8 features, N/A% accuracy [2026-01-06T20:36:16.789507] [INFO ] [LOCAL ] AMAL: Loaded 8 optimal features with 50.30% confidence from JSON config [2026-01-06T20:36:16.789538] [DEBUG] [MAG ] Building data for symbol: AMAL with lookback: 0 [2026-01-06T20:36:16.790349] [DEBUG] [FEATURES ] DataBuilder: Executing 8 feature methods. [2026-01-06T20:36:16.790412] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:36:16.792133] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:36:16.792674] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:36:16.793066] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-06T20:36:16.795450] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_skewness_proxies [2026-01-06T20:36:16.796705] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_volatility_percentile [2026-01-06T20:36:16.871775] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_hour_microstructure [2026-01-06T20:36:16.874777] [DEBUG] [FEATURES ] DataBuilder: Executing add_range_volume_efficiency [2026-01-06T20:36:16.877187] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:16.904058] [DEBUG] [MAG ] LPTH: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:16.952433] [DEBUG] [MAG ] CPNG: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:16.977606] [INFO ] [LOCAL ] LPTH: Saved forecast. [2026-01-06T20:36:16.977681] [INFO ] [main ] LPTH: Signal=1 (Conf=90.0%), Magnitude=-11.02% (Conf=67.2233%) [2026-01-06T20:36:16.978025] [INFO ] [main ] Fetching symbol history for STRS... [2026-01-06T20:36:16.978076] [DEBUG] [REMOTE ] STRS: Fetching historical data. [2026-01-06T20:36:16.979653] [INFO ] [main ] Progress: 336/407 forecasts completed (82.6%). LPTH finished in 0.6s. ETA: 12.2s. Rate: 350.59 forecasts/min [2026-01-06T20:36:16.989196] [DEBUG] [REMOTE ] STRS: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:16.990112] [DEBUG] [LOCAL ] Loaded configuration for STRS: 7 features, N/A% accuracy [2026-01-06T20:36:16.990165] [INFO ] [LOCAL ] STRS: Loaded 7 optimal features with 49.10% confidence from JSON config [2026-01-06T20:36:16.990196] [DEBUG] [MAG ] Building data for symbol: STRS with lookback: 0 [2026-01-06T20:36:16.990992] [DEBUG] [FEATURES ] DataBuilder: Executing 7 feature methods. [2026-01-06T20:36:16.991053] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:36:16.992759] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:36:16.993275] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_session_pressure [2026-01-06T20:36:16.994338] [DEBUG] [FEATURES ] DataBuilder: Executing add_pct_change [2026-01-06T20:36:16.996341] [DEBUG] [FEATURES ] DataBuilder: Executing add_prev_1100_to_open [2026-01-06T20:36:16.997087] [DEBUG] [FEATURES ] DataBuilder: Executing add_range_volume_efficiency_refinements [2026-01-06T20:36:17.001022] [DEBUG] [FEATURES ] DataBuilder: Executing add_sma_ratio [2026-01-06T20:36:17.001742] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:17.034015] [INFO ] [LOCAL ] CPNG: Saved forecast. [2026-01-06T20:36:17.034083] [INFO ] [main ] CPNG: Signal=1 (Conf=90.0%), Magnitude=6.03% (Conf=59.3556%) [2026-01-06T20:36:17.034240] [INFO ] [main ] Fetching symbol history for LTC... [2026-01-06T20:36:17.034285] [DEBUG] [REMOTE ] LTC: Fetching historical data. [2026-01-06T20:36:17.035667] [INFO ] [main ] Progress: 337/407 forecasts completed (82.8%). CPNG finished in 0.7s. ETA: 12.0s. Rate: 351.29 forecasts/min [2026-01-06T20:36:17.036263] [DEBUG] [MAG ] EB: Last date is validated at 2026-01-06 [2026-01-06T20:36:17.046427] [DEBUG] [REMOTE ] LTC: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:17.046925] [DEBUG] [LOCAL ] Loaded configuration for LTC: 6 features, N/A% accuracy [2026-01-06T20:36:17.046971] [INFO ] [LOCAL ] LTC: Loaded 6 optimal features with 50.72% confidence from JSON config [2026-01-06T20:36:17.047002] [DEBUG] [MAG ] Building data for symbol: LTC with lookback: 0 [2026-01-06T20:36:17.047793] [DEBUG] [FEATURES ] DataBuilder: Executing 6 feature methods. [2026-01-06T20:36:17.047853] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:36:17.053114] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:36:17.054933] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:36:17.055410] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-06T20:36:17.057962] [DEBUG] [FEATURES ] DataBuilder: Executing add_directional_consistency [2026-01-06T20:36:17.170255] [DEBUG] [FEATURES ] DataBuilder: Executing add_range_volume_efficiency [2026-01-06T20:36:17.172708] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:17.208544] [DEBUG] [MAG ] EB: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:17.228036] [DEBUG] [MAG ] AMAL: Last date is validated at 2026-01-06 [2026-01-06T20:36:17.267106] [INFO ] [LOCAL ] EB: Saved forecast. [2026-01-06T20:36:17.267176] [INFO ] [main ] EB: Signal=1 (Conf=90.0%), Magnitude=1.55% (Conf=56.4107%) [2026-01-06T20:36:17.267339] [INFO ] [main ] Fetching symbol history for LWAY... [2026-01-06T20:36:17.267385] [DEBUG] [REMOTE ] LWAY: Fetching historical data. [2026-01-06T20:36:17.268208] [INFO ] [main ] Progress: 338/407 forecasts completed (83.0%). EB finished in 0.7s. ETA: 11.8s. Rate: 350.92 forecasts/min [2026-01-06T20:36:17.278569] [DEBUG] [REMOTE ] LWAY: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:17.279761] [DEBUG] [LOCAL ] Loaded configuration for LWAY: 6 features, N/A% accuracy [2026-01-06T20:36:17.279817] [INFO ] [LOCAL ] LWAY: Loaded 6 optimal features with 67.75% confidence from JSON config [2026-01-06T20:36:17.279850] [DEBUG] [MAG ] Building data for symbol: LWAY with lookback: 0 [2026-01-06T20:36:17.280656] [DEBUG] [FEATURES ] DataBuilder: Executing 6 feature methods. [2026-01-06T20:36:17.280719] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:36:17.285628] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:36:17.287473] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:36:17.287992] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:36:17.288452] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-06T20:36:17.290920] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_dispersion [2026-01-06T20:36:17.292284] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:17.343492] [DEBUG] [MAG ] STRS: Last date is validated at 2026-01-06 [2026-01-06T20:36:17.399724] [DEBUG] [MAG ] AMAL: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:17.484132] [INFO ] [LOCAL ] AMAL: Saved forecast. [2026-01-06T20:36:17.484201] [INFO ] [main ] AMAL: Signal=1 (Conf=90.0%), Magnitude=2.24% (Conf=50.2965%) [2026-01-06T20:36:17.484354] [INFO ] [main ] Fetching symbol history for DORM... [2026-01-06T20:36:17.484397] [DEBUG] [REMOTE ] DORM: Fetching historical data. [2026-01-06T20:36:17.485667] [INFO ] [main ] Progress: 339/407 forecasts completed (83.3%). AMAL finished in 0.7s. ETA: 11.6s. Rate: 350.64 forecasts/min [2026-01-06T20:36:17.497603] [DEBUG] [REMOTE ] DORM: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:17.498621] [DEBUG] [LOCAL ] Loaded configuration for DORM: 6 features, N/A% accuracy [2026-01-06T20:36:17.498741] [INFO ] [LOCAL ] DORM: Loaded 6 optimal features with 63.38% confidence from JSON config [2026-01-06T20:36:17.498808] [DEBUG] [MAG ] Building data for symbol: DORM with lookback: 0 [2026-01-06T20:36:17.499596] [DEBUG] [FEATURES ] DataBuilder: Executing 6 feature methods. [2026-01-06T20:36:17.499659] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:36:17.501519] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:36:17.502055] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:36:17.502495] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:36:17.502913] [DEBUG] [FEATURES ] DataBuilder: Executing add_overnight_gap_amplitude [2026-01-06T20:36:17.503542] [DEBUG] [FEATURES ] DataBuilder: Executing add_shelf_lag [2026-01-06T20:36:17.504904] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:17.517802] [DEBUG] [MAG ] STRS: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:17.528931] [DEBUG] [MAG ] LTC: Last date is validated at 2026-01-06 [2026-01-06T20:36:17.604644] [INFO ] [LOCAL ] STRS: Saved forecast. [2026-01-06T20:36:17.604714] [INFO ] [main ] STRS: Signal=1 (Conf=90.0%), Magnitude=-3.68% (Conf=49.1038%) [2026-01-06T20:36:17.605247] [INFO ] [main ] Fetching symbol history for FLWS... [2026-01-06T20:36:17.605299] [DEBUG] [REMOTE ] FLWS: Fetching historical data. [2026-01-06T20:36:17.605630] [INFO ] [main ] Progress: 340/407 forecasts completed (83.5%). STRS finished in 0.6s. ETA: 11.5s. Rate: 350.95 forecasts/min [2026-01-06T20:36:17.617534] [DEBUG] [REMOTE ] FLWS: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:17.618466] [DEBUG] [LOCAL ] Loaded configuration for FLWS: 5 features, N/A% accuracy [2026-01-06T20:36:17.618524] [INFO ] [LOCAL ] FLWS: Loaded 5 optimal features with 51.67% confidence from JSON config [2026-01-06T20:36:17.618557] [DEBUG] [MAG ] Building data for symbol: FLWS with lookback: 0 [2026-01-06T20:36:17.619357] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-06T20:36:17.619418] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:36:17.624216] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:36:17.626003] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:36:17.626466] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_hour_microstructure [2026-01-06T20:36:17.629124] [DEBUG] [FEATURES ] DataBuilder: Executing add_shelf_lag [2026-01-06T20:36:17.630457] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:17.640974] [DEBUG] [MAG ] LWAY: Last date is validated at 2026-01-06 [2026-01-06T20:36:17.709521] [DEBUG] [MAG ] LTC: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:17.793341] [INFO ] [LOCAL ] LTC: Saved forecast. [2026-01-06T20:36:17.793773] [INFO ] [main ] LTC: Signal=1 (Conf=90.0%), Magnitude=0.94% (Conf=50.7224%) [2026-01-06T20:36:17.794195] [INFO ] [main ] Fetching symbol history for CSX... [2026-01-06T20:36:17.794248] [DEBUG] [REMOTE ] CSX: Fetching historical data. [2026-01-06T20:36:17.794658] [INFO ] [main ] Progress: 341/407 forecasts completed (83.8%). LTC finished in 0.8s. ETA: 11.3s. Rate: 350.84 forecasts/min [2026-01-06T20:36:17.808738] [DEBUG] [REMOTE ] CSX: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:17.810296] [DEBUG] [LOCAL ] Loaded configuration for CSX: 10 features, N/A% accuracy [2026-01-06T20:36:17.810353] [INFO ] [LOCAL ] CSX: Loaded 10 optimal features with 64.55% confidence from JSON config [2026-01-06T20:36:17.810385] [DEBUG] [MAG ] Building data for symbol: CSX with lookback: 0 [2026-01-06T20:36:17.811244] [DEBUG] [FEATURES ] DataBuilder: Executing 10 feature methods. [2026-01-06T20:36:17.811319] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:36:17.813102] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:36:17.813647] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:36:17.814100] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:36:17.814493] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-06T20:36:17.815473] [DEBUG] [FEATURES ] DataBuilder: Executing add_last_hour_momentum_mag [2026-01-06T20:36:17.816237] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_reversal_intensity [2026-01-06T20:36:17.816552] [DEBUG] [MAG ] LWAY: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:17.817604] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_vs_prev_range_position [2026-01-06T20:36:17.820993] [DEBUG] [FEATURES ] DataBuilder: Executing add_pct_change [2026-01-06T20:36:17.823281] [DEBUG] [FEATURES ] DataBuilder: Executing add_range_overlap_v_prior_day [2026-01-06T20:36:17.825760] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:17.851375] [DEBUG] [MAG ] DORM: Last date is validated at 2026-01-06 [2026-01-06T20:36:17.907994] [INFO ] [LOCAL ] LWAY: Saved forecast. [2026-01-06T20:36:17.908236] [INFO ] [main ] LWAY: Signal=1 (Conf=90.0%), Magnitude=-2.28% (Conf=67.7545%) [2026-01-06T20:36:17.908657] [INFO ] [main ] Fetching symbol history for FIZZ... [2026-01-06T20:36:17.908710] [DEBUG] [REMOTE ] FIZZ: Fetching historical data. [2026-01-06T20:36:17.909647] [INFO ] [main ] Progress: 342/407 forecasts completed (84.0%). LWAY finished in 0.6s. ETA: 11.1s. Rate: 351.17 forecasts/min [2026-01-06T20:36:17.922371] [DEBUG] [REMOTE ] FIZZ: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:17.923359] [DEBUG] [LOCAL ] Loaded configuration for FIZZ: 7 features, N/A% accuracy [2026-01-06T20:36:17.923418] [INFO ] [LOCAL ] FIZZ: Loaded 7 optimal features with 52.48% confidence from JSON config [2026-01-06T20:36:17.923452] [DEBUG] [MAG ] Building data for symbol: FIZZ with lookback: 0 [2026-01-06T20:36:17.924310] [DEBUG] [FEATURES ] DataBuilder: Executing 7 feature methods. [2026-01-06T20:36:17.924383] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-06T20:36:17.925138] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:36:17.926852] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:36:17.927379] [DEBUG] [FEATURES ] DataBuilder: Executing add_regime_flags [2026-01-06T20:36:17.928496] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_pressure_into_close [2026-01-06T20:36:17.930398] [DEBUG] [FEATURES ] DataBuilder: Executing add_preclose_acceleration_mag [2026-01-06T20:36:17.931449] [DEBUG] [FEATURES ] DataBuilder: Executing add_return_volume_nonlinearity_proxies [2026-01-06T20:36:17.932143] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:17.976567] [DEBUG] [MAG ] FLWS: Last date is validated at 2026-01-06 [2026-01-06T20:36:18.019808] [DEBUG] [MAG ] DORM: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:18.147282] [DEBUG] [MAG ] FLWS: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:18.192384] [DEBUG] [MAG ] CSX: Last date is validated at 2026-01-06 [2026-01-06T20:36:18.280649] [DEBUG] [MAG ] FIZZ: Last date is validated at 2026-01-06 [2026-01-06T20:36:18.289534] [INFO ] [LOCAL ] FLWS: Saved forecast. [2026-01-06T20:36:18.289938] [INFO ] [main ] FLWS: Signal=1 (Conf=90.0%), Magnitude=7.67% (Conf=51.6714%) [2026-01-06T20:36:18.290298] [INFO ] [main ] Fetching symbol history for PHUN... [2026-01-06T20:36:18.290351] [DEBUG] [REMOTE ] PHUN: Fetching historical data. [2026-01-06T20:36:18.290313] [INFO ] [main ] Progress: 343/407 forecasts completed (84.3%). FLWS finished in 0.7s. ETA: 11.0s. Rate: 349.92 forecasts/min [2026-01-06T20:36:18.303023] [DEBUG] [REMOTE ] PHUN: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:18.303718] [INFO ] [LOCAL ] DORM: Saved forecast. [2026-01-06T20:36:18.303777] [INFO ] [main ] DORM: Signal=1 (Conf=90.0%), Magnitude=-0.10% (Conf=63.3836%) [2026-01-06T20:36:18.303937] [INFO ] [main ] Fetching symbol history for UBND... [2026-01-06T20:36:18.303981] [DEBUG] [REMOTE ] UBND: Fetching historical data. [2026-01-06T20:36:18.304376] [DEBUG] [LOCAL ] Loaded configuration for PHUN: 6 features, N/A% accuracy [2026-01-06T20:36:18.304429] [INFO ] [LOCAL ] PHUN: Loaded 6 optimal features with 61.96% confidence from JSON config [2026-01-06T20:36:18.304461] [DEBUG] [MAG ] Building data for symbol: PHUN with lookback: 0 [2026-01-06T20:36:18.304880] [INFO ] [main ] Progress: 344/407 forecasts completed (84.5%). DORM finished in 0.8s. ETA: 10.8s. Rate: 350.85 forecasts/min [2026-01-06T20:36:18.305246] [DEBUG] [FEATURES ] DataBuilder: Executing 6 feature methods. [2026-01-06T20:36:18.305708] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:36:18.312072] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-06T20:36:18.313054] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_reversal_intensity [2026-01-06T20:36:18.314318] [DEBUG] [FEATURES ] DataBuilder: Executing add_pct_change [2026-01-06T20:36:18.316287] [DEBUG] [REMOTE ] UBND: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:18.316359] [DEBUG] [FEATURES ] DataBuilder: Executing add_prev_close_to_1100 [2026-01-06T20:36:18.317263] [DEBUG] [LOCAL ] Loaded configuration for UBND: 6 features, N/A% accuracy [2026-01-06T20:36:18.317314] [INFO ] [LOCAL ] UBND: Loaded 6 optimal features with 41.99% confidence from JSON config [2026-01-06T20:36:18.317345] [DEBUG] [MAG ] Building data for symbol: UBND with lookback: 0 [2026-01-06T20:36:18.317384] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_zscore [2026-01-06T20:36:18.318139] [DEBUG] [FEATURES ] DataBuilder: Executing 6 feature methods. [2026-01-06T20:36:18.318201] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-06T20:36:18.319060] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-06T20:36:18.319141] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:18.321524] [DEBUG] [FEATURES ] DataBuilder: Executing add_fullday_parkinson_range [2026-01-06T20:36:18.323414] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_skewness_proxies [2026-01-06T20:36:18.324654] [DEBUG] [FEATURES ] DataBuilder: Executing add_last_hour_momentum_mag [2026-01-06T20:36:18.325473] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_vs_prev_range_position [2026-01-06T20:36:18.328398] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:18.368666] [DEBUG] [MAG ] CSX: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:18.453698] [INFO ] [LOCAL ] CSX: Saved forecast. [2026-01-06T20:36:18.453767] [INFO ] [main ] CSX: Signal=1 (Conf=90.0%), Magnitude=-0.29% (Conf=64.5468%) [2026-01-06T20:36:18.453927] [INFO ] [main ] Fetching symbol history for BBCP... [2026-01-06T20:36:18.453974] [DEBUG] [REMOTE ] BBCP: Fetching historical data. [2026-01-06T20:36:18.456626] [INFO ] [main ] Progress: 345/407 forecasts completed (84.8%). CSX finished in 0.7s. ETA: 10.6s. Rate: 350.97 forecasts/min [2026-01-06T20:36:18.456987] [DEBUG] [MAG ] FIZZ: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:18.468222] [DEBUG] [REMOTE ] BBCP: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:18.469363] [DEBUG] [LOCAL ] Loaded configuration for BBCP: 6 features, N/A% accuracy [2026-01-06T20:36:18.469422] [INFO ] [LOCAL ] BBCP: Loaded 6 optimal features with 56.34% confidence from JSON config [2026-01-06T20:36:18.469454] [DEBUG] [MAG ] Building data for symbol: BBCP with lookback: 0 [2026-01-06T20:36:18.470520] [DEBUG] [FEATURES ] DataBuilder: Executing 6 feature methods. [2026-01-06T20:36:18.470599] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:36:18.476288] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_morning_composite [2026-01-06T20:36:18.477366] [DEBUG] [FEATURES ] DataBuilder: Executing add_morning_followthrough_mag_T0 [2026-01-06T20:36:18.478082] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_vs_prev_range_position [2026-01-06T20:36:18.481360] [DEBUG] [FEATURES ] DataBuilder: Executing add_range_overlap_v_prior_day [2026-01-06T20:36:18.483726] [DEBUG] [FEATURES ] DataBuilder: Executing add_shelf_lag [2026-01-06T20:36:18.485087] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:18.544674] [INFO ] [LOCAL ] FIZZ: Saved forecast. [2026-01-06T20:36:18.544754] [INFO ] [main ] FIZZ: Signal=1 (Conf=90.0%), Magnitude=-0.92% (Conf=52.4799%) [2026-01-06T20:36:18.545108] [INFO ] [main ] Fetching symbol history for IGIC... [2026-01-06T20:36:18.545160] [DEBUG] [REMOTE ] IGIC: Fetching historical data. [2026-01-06T20:36:18.545648] [INFO ] [main ] Progress: 346/407 forecasts completed (85.0%). FIZZ finished in 0.6s. ETA: 10.4s. Rate: 351.46 forecasts/min [2026-01-06T20:36:18.557004] [DEBUG] [REMOTE ] IGIC: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:18.558213] [DEBUG] [LOCAL ] Loaded configuration for IGIC: 5 features, N/A% accuracy [2026-01-06T20:36:18.558269] [INFO ] [LOCAL ] IGIC: Loaded 5 optimal features with 65.47% confidence from JSON config [2026-01-06T20:36:18.558302] [DEBUG] [MAG ] Building data for symbol: IGIC with lookback: 0 [2026-01-06T20:36:18.559350] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-06T20:36:18.559415] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:36:18.564699] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:36:18.566775] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:36:18.567264] [DEBUG] [FEATURES ] DataBuilder: Executing add_fullday_parkinson_range [2026-01-06T20:36:18.568933] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_fill_state [2026-01-06T20:36:18.612813] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:18.665026] [DEBUG] [MAG ] PHUN: Last date is validated at 2026-01-06 [2026-01-06T20:36:18.671123] [DEBUG] [MAG ] UBND: Last date is validated at 2026-01-06 [2026-01-06T20:36:18.834776] [DEBUG] [MAG ] PHUN: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:18.839880] [DEBUG] [MAG ] UBND: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:18.844346] [DEBUG] [MAG ] BBCP: Last date is validated at 2026-01-06 [2026-01-06T20:36:18.899924] [INFO ] [LOCAL ] UBND: Saved forecast. [2026-01-06T20:36:18.899991] [INFO ] [main ] UBND: Signal=1 (Conf=90.0%), Magnitude=-0.02% (Conf=41.9894%) [2026-01-06T20:36:18.900369] [INFO ] [main ] Progress: 347/407 forecasts completed (85.3%). UBND finished in 0.6s. ETA: 10.3s. Rate: 350.37 forecasts/min [2026-01-06T20:36:18.900493] [INFO ] [main ] Fetching symbol history for UPWK... [2026-01-06T20:36:18.900535] [DEBUG] [REMOTE ] UPWK: Fetching historical data. [2026-01-06T20:36:18.911922] [INFO ] [LOCAL ] PHUN: Saved forecast. [2026-01-06T20:36:18.911989] [INFO ] [main ] PHUN: Signal=1 (Conf=90.0%), Magnitude=0.01% (Conf=61.9557%) [2026-01-06T20:36:18.912357] [INFO ] [main ] Fetching symbol history for FC... [2026-01-06T20:36:18.912347] [DEBUG] [REMOTE ] UPWK: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:18.912408] [DEBUG] [REMOTE ] FC: Fetching historical data. [2026-01-06T20:36:18.913489] [INFO ] [main ] Progress: 348/407 forecasts completed (85.5%). PHUN finished in 0.6s. ETA: 10.1s. Rate: 351.30 forecasts/min [2026-01-06T20:36:18.913638] [DEBUG] [LOCAL ] Loaded configuration for UPWK: 4 features, N/A% accuracy [2026-01-06T20:36:18.913713] [INFO ] [LOCAL ] UPWK: Loaded 4 optimal features with 49.36% confidence from JSON config [2026-01-06T20:36:18.913746] [DEBUG] [MAG ] Building data for symbol: UPWK with lookback: 0 [2026-01-06T20:36:18.914546] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-06T20:36:18.914628] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-06T20:36:18.915479] [DEBUG] [FEATURES ] DataBuilder: Executing add_range_overlap_v_prior_day [2026-01-06T20:36:18.917930] [DEBUG] [FEATURES ] DataBuilder: Executing add_sma_ratio [2026-01-06T20:36:18.918700] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_pressure_into_close [2026-01-06T20:36:18.920539] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:18.926502] [DEBUG] [REMOTE ] FC: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:18.927609] [DEBUG] [LOCAL ] Loaded configuration for FC: 3 features, N/A% accuracy [2026-01-06T20:36:18.927663] [INFO ] [LOCAL ] FC: Loaded 3 optimal features with 61.96% confidence from JSON config [2026-01-06T20:36:18.927695] [DEBUG] [MAG ] Building data for symbol: FC with lookback: 0 [2026-01-06T20:36:18.928483] [DEBUG] [FEATURES ] DataBuilder: Executing 3 feature methods. [2026-01-06T20:36:18.928542] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:36:18.930345] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:36:18.930909] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_reversal_intensity [2026-01-06T20:36:18.932419] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:18.979433] [DEBUG] [MAG ] IGIC: Last date is validated at 2026-01-06 [2026-01-06T20:36:19.018838] [DEBUG] [MAG ] BBCP: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:19.152050] [DEBUG] [MAG ] IGIC: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:19.163882] [INFO ] [LOCAL ] BBCP: Saved forecast. [2026-01-06T20:36:19.163954] [INFO ] [main ] BBCP: Signal=1 (Conf=90.0%), Magnitude=-1.62% (Conf=56.3402%) [2026-01-06T20:36:19.164125] [INFO ] [main ] Fetching symbol history for SHEN... [2026-01-06T20:36:19.164172] [DEBUG] [REMOTE ] SHEN: Fetching historical data. [2026-01-06T20:36:19.165015] [INFO ] [main ] Progress: 349/407 forecasts completed (85.7%). BBCP finished in 0.7s. ETA: 9.9s. Rate: 350.82 forecasts/min [2026-01-06T20:36:19.178379] [DEBUG] [REMOTE ] SHEN: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:19.182263] [DEBUG] [LOCAL ] Loaded configuration for SHEN: 3 features, N/A% accuracy [2026-01-06T20:36:19.182334] [INFO ] [LOCAL ] SHEN: Loaded 3 optimal features with 67.68% confidence from JSON config [2026-01-06T20:36:19.182369] [DEBUG] [MAG ] Building data for symbol: SHEN with lookback: 0 [2026-01-06T20:36:19.183430] [DEBUG] [FEATURES ] DataBuilder: Executing 3 feature methods. [2026-01-06T20:36:19.183492] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:36:19.185406] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:36:19.185986] [DEBUG] [FEATURES ] DataBuilder: Executing add_fullday_parkinson_range [2026-01-06T20:36:19.188290] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:19.228615] [INFO ] [LOCAL ] IGIC: Saved forecast. [2026-01-06T20:36:19.228688] [INFO ] [main ] IGIC: Signal=1 (Conf=90.0%), Magnitude=-1.71% (Conf=65.4739%) [2026-01-06T20:36:19.228870] [INFO ] [main ] Fetching symbol history for DJCO... [2026-01-06T20:36:19.228917] [DEBUG] [REMOTE ] DJCO: Fetching historical data. [2026-01-06T20:36:19.230690] [INFO ] [main ] Progress: 350/407 forecasts completed (86.0%). IGIC finished in 0.7s. ETA: 9.7s. Rate: 351.44 forecasts/min [2026-01-06T20:36:19.241870] [DEBUG] [REMOTE ] DJCO: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:19.242760] [DEBUG] [LOCAL ] Loaded configuration for DJCO: 4 features, N/A% accuracy [2026-01-06T20:36:19.242817] [INFO ] [LOCAL ] DJCO: Loaded 4 optimal features with 58.58% confidence from JSON config [2026-01-06T20:36:19.242850] [DEBUG] [MAG ] Building data for symbol: DJCO with lookback: 0 [2026-01-06T20:36:19.243662] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-06T20:36:19.243722] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:36:19.248667] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-06T20:36:19.249509] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-06T20:36:19.251952] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_morning_composite [2026-01-06T20:36:19.253269] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:19.267176] [DEBUG] [MAG ] UPWK: Last date is validated at 2026-01-06 [2026-01-06T20:36:19.281402] [DEBUG] [MAG ] FC: Last date is validated at 2026-01-06 [2026-01-06T20:36:19.447970] [DEBUG] [MAG ] UPWK: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:19.455737] [DEBUG] [MAG ] FC: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:19.527515] [INFO ] [LOCAL ] UPWK: Saved forecast. [2026-01-06T20:36:19.527612] [INFO ] [main ] UPWK: Signal=1 (Conf=90.0%), Magnitude=0.39% (Conf=49.3574%) [2026-01-06T20:36:19.527996] [INFO ] [main ] Fetching symbol history for BYD... [2026-01-06T20:36:19.528198] [DEBUG] [REMOTE ] BYD: Fetching historical data. [2026-01-06T20:36:19.528669] [INFO ] [main ] Progress: 351/407 forecasts completed (86.2%). UPWK finished in 0.6s. ETA: 9.6s. Rate: 350.70 forecasts/min [2026-01-06T20:36:19.540743] [DEBUG] [REMOTE ] BYD: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:19.542544] [DEBUG] [LOCAL ] Loaded configuration for BYD: 4 features, N/A% accuracy [2026-01-06T20:36:19.542618] [INFO ] [LOCAL ] BYD: Loaded 4 optimal features with 41.62% confidence from JSON config [2026-01-06T20:36:19.542652] [DEBUG] [MAG ] Building data for symbol: BYD with lookback: 0 [2026-01-06T20:36:19.543478] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-06T20:36:19.543541] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:36:19.548560] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:36:19.550490] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:36:19.550994] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:36:19.551004] [DEBUG] [MAG ] SHEN: Last date is validated at 2026-01-06 [2026-01-06T20:36:19.551411] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:19.551612] [INFO ] [LOCAL ] FC: Saved forecast. [2026-01-06T20:36:19.551685] [INFO ] [main ] FC: Signal=1 (Conf=90.0%), Magnitude=9.65% (Conf=61.961%) [2026-01-06T20:36:19.552135] [INFO ] [main ] Fetching symbol history for ING... [2026-01-06T20:36:19.552191] [DEBUG] [REMOTE ] ING: Fetching historical data. [2026-01-06T20:36:19.552635] [INFO ] [main ] Progress: 352/407 forecasts completed (86.5%). FC finished in 0.6s. ETA: 9.4s. Rate: 351.56 forecasts/min [2026-01-06T20:36:19.564331] [DEBUG] [REMOTE ] ING: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:19.565400] [DEBUG] [LOCAL ] Loaded configuration for ING: 7 features, N/A% accuracy [2026-01-06T20:36:19.565458] [INFO ] [LOCAL ] ING: Loaded 7 optimal features with 55.69% confidence from JSON config [2026-01-06T20:36:19.565490] [DEBUG] [MAG ] Building data for symbol: ING with lookback: 0 [2026-01-06T20:36:19.566331] [DEBUG] [FEATURES ] DataBuilder: Executing 7 feature methods. [2026-01-06T20:36:19.566397] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:36:19.571544] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_vs_prev_range_position [2026-01-06T20:36:19.574685] [DEBUG] [FEATURES ] DataBuilder: Executing add_overnight_gap_amplitude [2026-01-06T20:36:19.575382] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:36:19.577233] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:36:19.577725] [DEBUG] [FEATURES ] DataBuilder: Executing add_vol_of_vol [2026-01-06T20:36:19.578930] [DEBUG] [FEATURES ] DataBuilder: Executing add_volatility_state_percentiles [2026-01-06T20:36:19.581027] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:19.612118] [DEBUG] [MAG ] DJCO: Last date is validated at 2026-01-06 [2026-01-06T20:36:19.719814] [DEBUG] [MAG ] SHEN: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:19.788012] [INFO ] [LOCAL ] SHEN: Saved forecast. [2026-01-06T20:36:19.788079] [INFO ] [main ] SHEN: Signal=1 (Conf=90.0%), Magnitude=2.24% (Conf=67.6768%) [2026-01-06T20:36:19.788442] [INFO ] [main ] Fetching symbol history for SRI... [2026-01-06T20:36:19.788493] [DEBUG] [REMOTE ] SRI: Fetching historical data. [2026-01-06T20:36:19.788673] [INFO ] [main ] Progress: 353/407 forecasts completed (86.7%). SHEN finished in 0.6s. ETA: 9.2s. Rate: 351.18 forecasts/min [2026-01-06T20:36:19.799905] [DEBUG] [REMOTE ] SRI: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:19.800318] [DEBUG] [MAG ] DJCO: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:19.801065] [DEBUG] [LOCAL ] Loaded configuration for SRI: 5 features, N/A% accuracy [2026-01-06T20:36:19.801119] [INFO ] [LOCAL ] SRI: Loaded 5 optimal features with 48.84% confidence from JSON config [2026-01-06T20:36:19.801151] [DEBUG] [MAG ] Building data for symbol: SRI with lookback: 0 [2026-01-06T20:36:19.801961] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-06T20:36:19.802023] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-06T20:36:19.804387] [DEBUG] [FEATURES ] DataBuilder: Executing add_fullday_parkinson_range [2026-01-06T20:36:19.806062] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_fill_state [2026-01-06T20:36:19.847609] [DEBUG] [FEATURES ] DataBuilder: Executing add_micro_gap_fill_velocity [2026-01-06T20:36:19.850212] [DEBUG] [FEATURES ] DataBuilder: Executing add_regime [2026-01-06T20:36:19.869478] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:19.901410] [DEBUG] [MAG ] BYD: Last date is validated at 2026-01-06 [2026-01-06T20:36:19.938788] [DEBUG] [MAG ] ING: Last date is validated at 2026-01-06 [2026-01-06T20:36:19.971924] [INFO ] [LOCAL ] DJCO: Saved forecast. [2026-01-06T20:36:19.972003] [INFO ] [main ] DJCO: Signal=1 (Conf=90.0%), Magnitude=1.83% (Conf=58.5776%) [2026-01-06T20:36:19.972338] [INFO ] [main ] Fetching symbol history for BWIN... [2026-01-06T20:36:19.972390] [DEBUG] [REMOTE ] BWIN: Fetching historical data. [2026-01-06T20:36:19.973276] [INFO ] [main ] Progress: 354/407 forecasts completed (87.0%). DJCO finished in 0.7s. ETA: 9.1s. Rate: 351.10 forecasts/min [2026-01-06T20:36:19.984250] [DEBUG] [REMOTE ] BWIN: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:19.985371] [DEBUG] [LOCAL ] Loaded configuration for BWIN: 11 features, N/A% accuracy [2026-01-06T20:36:19.985428] [INFO ] [LOCAL ] BWIN: Loaded 11 optimal features with 70.13% confidence from JSON config [2026-01-06T20:36:19.985461] [DEBUG] [MAG ] Building data for symbol: BWIN with lookback: 0 [2026-01-06T20:36:19.986272] [DEBUG] [FEATURES ] DataBuilder: Executing 11 feature methods. [2026-01-06T20:36:19.986340] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:36:19.991754] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-06T20:36:19.992731] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-06T20:36:19.993617] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_morning_composite [2026-01-06T20:36:19.994603] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_resolution_state [2026-01-06T20:36:20.046921] [DEBUG] [FEATURES ] DataBuilder: Executing add_gaps [2026-01-06T20:36:20.048049] [DEBUG] [FEATURES ] DataBuilder: Executing add_last_hour_momentum_mag [2026-01-06T20:36:20.049030] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:36:20.050970] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:36:20.051509] [DEBUG] [FEATURES ] DataBuilder: Executing add_vol_of_vol [2026-01-06T20:36:20.052693] [DEBUG] [FEATURES ] DataBuilder: Executing add_volatility_state_percentiles [2026-01-06T20:36:20.054755] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:20.073951] [DEBUG] [MAG ] BYD: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:20.109652] [DEBUG] [MAG ] ING: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:20.172080] [INFO ] [LOCAL ] BYD: Saved forecast. [2026-01-06T20:36:20.172151] [INFO ] [main ] BYD: Signal=1 (Conf=90.0%), Magnitude=1.17% (Conf=41.621%) [2026-01-06T20:36:20.172510] [INFO ] [main ] Fetching symbol history for GRND... [2026-01-06T20:36:20.172563] [DEBUG] [REMOTE ] GRND: Fetching historical data. [2026-01-06T20:36:20.172658] [INFO ] [main ] Progress: 355/407 forecasts completed (87.2%). BYD finished in 0.6s. ETA: 8.9s. Rate: 350.93 forecasts/min [2026-01-06T20:36:20.185036] [DEBUG] [REMOTE ] GRND: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:20.185898] [DEBUG] [LOCAL ] Loaded configuration for GRND: 2 features, N/A% accuracy [2026-01-06T20:36:20.185952] [INFO ] [LOCAL ] GRND: Loaded 2 optimal features with 53.74% confidence from JSON config [2026-01-06T20:36:20.185984] [DEBUG] [MAG ] Building data for symbol: GRND with lookback: 0 [2026-01-06T20:36:20.186795] [DEBUG] [FEATURES ] DataBuilder: Executing 2 feature methods. [2026-01-06T20:36:20.186855] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:36:20.187018] [INFO ] [LOCAL ] ING: Saved forecast. [2026-01-06T20:36:20.187088] [INFO ] [main ] ING: Signal=1 (Conf=90.0%), Magnitude=-1.15% (Conf=55.6873%) [2026-01-06T20:36:20.187467] [INFO ] [main ] Fetching symbol history for AVB... [2026-01-06T20:36:20.187521] [DEBUG] [REMOTE ] AVB: Fetching historical data. [2026-01-06T20:36:20.187622] [INFO ] [main ] Progress: 356/407 forecasts completed (87.5%). ING finished in 0.6s. ETA: 8.7s. Rate: 351.83 forecasts/min [2026-01-06T20:36:20.192627] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_session_pressure [2026-01-06T20:36:20.193710] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:20.200762] [DEBUG] [REMOTE ] AVB: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:20.201957] [DEBUG] [LOCAL ] Loaded configuration for AVB: 5 features, N/A% accuracy [2026-01-06T20:36:20.202011] [INFO ] [LOCAL ] AVB: Loaded 5 optimal features with 64.11% confidence from JSON config [2026-01-06T20:36:20.202043] [DEBUG] [MAG ] Building data for symbol: AVB with lookback: 0 [2026-01-06T20:36:20.203043] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-06T20:36:20.203105] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:36:20.207963] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:36:20.209897] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:36:20.210384] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:36:20.210843] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-06T20:36:20.211759] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:20.222595] [DEBUG] [MAG ] SRI: Last date is validated at 2026-01-06 [2026-01-06T20:36:20.397534] [DEBUG] [MAG ] SRI: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:20.485347] [INFO ] [LOCAL ] SRI: Saved forecast. [2026-01-06T20:36:20.485422] [INFO ] [main ] SRI: Signal=1 (Conf=90.0%), Magnitude=4.87% (Conf=48.8376%) [2026-01-06T20:36:20.485606] [INFO ] [main ] Fetching symbol history for DASH... [2026-01-06T20:36:20.485654] [DEBUG] [REMOTE ] DASH: Fetching historical data. [2026-01-06T20:36:20.487702] [INFO ] [main ] Progress: 357/407 forecasts completed (87.7%). SRI finished in 0.7s. ETA: 8.5s. Rate: 351.09 forecasts/min [2026-01-06T20:36:20.498549] [DEBUG] [REMOTE ] DASH: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:20.499953] [DEBUG] [LOCAL ] Loaded configuration for DASH: 3 features, N/A% accuracy [2026-01-06T20:36:20.500472] [DEBUG] [MAG ] BWIN: Last date is validated at 2026-01-06 [2026-01-06T20:36:20.500014] [INFO ] [LOCAL ] DASH: Loaded 3 optimal features with 68.08% confidence from JSON config [2026-01-06T20:36:20.503882] [DEBUG] [MAG ] Building data for symbol: DASH with lookback: 0 [2026-01-06T20:36:20.505151] [DEBUG] [FEATURES ] DataBuilder: Executing 3 feature methods. [2026-01-06T20:36:20.505236] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:36:20.510628] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_morning_composite [2026-01-06T20:36:20.511787] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_day_volatility [2026-01-06T20:36:20.514119] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:20.557277] [DEBUG] [MAG ] GRND: Last date is validated at 2026-01-06 [2026-01-06T20:36:20.563766] [DEBUG] [MAG ] AVB: Last date is validated at 2026-01-06 [2026-01-06T20:36:20.677910] [DEBUG] [MAG ] BWIN: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:20.724680] [DEBUG] [MAG ] GRND: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:20.741711] [DEBUG] [MAG ] AVB: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:20.774287] [INFO ] [LOCAL ] BWIN: Saved forecast. [2026-01-06T20:36:20.774358] [INFO ] [main ] BWIN: Signal=1 (Conf=90.0%), Magnitude=-4.41% (Conf=70.1268%) [2026-01-06T20:36:20.774526] [INFO ] [main ] Fetching symbol history for ARHS... [2026-01-06T20:36:20.774749] [DEBUG] [REMOTE ] ARHS: Fetching historical data. [2026-01-06T20:36:20.775680] [INFO ] [main ] Progress: 358/407 forecasts completed (88.0%). BWIN finished in 0.8s. ETA: 8.4s. Rate: 350.42 forecasts/min [2026-01-06T20:36:20.785742] [DEBUG] [REMOTE ] ARHS: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:20.786623] [DEBUG] [LOCAL ] Loaded configuration for ARHS: 2 features, N/A% accuracy [2026-01-06T20:36:20.786675] [INFO ] [LOCAL ] ARHS: Loaded 2 optimal features with 54.17% confidence from JSON config [2026-01-06T20:36:20.786706] [DEBUG] [MAG ] Building data for symbol: ARHS with lookback: 0 [2026-01-06T20:36:20.787485] [DEBUG] [FEATURES ] DataBuilder: Executing 2 feature methods. [2026-01-06T20:36:20.787547] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:36:20.789311] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:36:20.789846] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:20.805970] [INFO ] [LOCAL ] GRND: Saved forecast. [2026-01-06T20:36:20.806039] [INFO ] [main ] GRND: Signal=1 (Conf=90.0%), Magnitude=4.77% (Conf=53.7369%) [2026-01-06T20:36:20.806601] [INFO ] [main ] Fetching symbol history for RES... [2026-01-06T20:36:20.806652] [DEBUG] [REMOTE ] RES: Fetching historical data. [2026-01-06T20:36:20.806652] [INFO ] [main ] Progress: 359/407 forecasts completed (88.2%). GRND finished in 0.6s. ETA: 8.2s. Rate: 351.22 forecasts/min [2026-01-06T20:36:20.819920] [DEBUG] [REMOTE ] RES: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:20.820776] [DEBUG] [LOCAL ] Loaded configuration for RES: 4 features, N/A% accuracy [2026-01-06T20:36:20.820843] [INFO ] [LOCAL ] RES: Loaded 4 optimal features with 47.36% confidence from JSON config [2026-01-06T20:36:20.820882] [DEBUG] [MAG ] Building data for symbol: RES with lookback: 0 [2026-01-06T20:36:20.821934] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-06T20:36:20.822008] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:36:20.823953] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:36:20.824477] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:36:20.825256] [DEBUG] [FEATURES ] DataBuilder: Executing add_vwap_deviations [2026-01-06T20:36:20.831291] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:20.860415] [INFO ] [LOCAL ] AVB: Saved forecast. [2026-01-06T20:36:20.860489] [INFO ] [main ] AVB: Signal=1 (Conf=90.0%), Magnitude=2.62% (Conf=64.1105%) [2026-01-06T20:36:20.860884] [INFO ] [main ] Fetching symbol history for TBB... [2026-01-06T20:36:20.860939] [DEBUG] [REMOTE ] TBB: Fetching historical data. [2026-01-06T20:36:20.861662] [INFO ] [main ] Progress: 360/407 forecasts completed (88.5%). AVB finished in 0.7s. ETA: 8.0s. Rate: 351.88 forecasts/min [2026-01-06T20:36:20.873386] [DEBUG] [REMOTE ] TBB: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:20.874210] [DEBUG] [LOCAL ] Loaded configuration for TBB: 7 features, N/A% accuracy [2026-01-06T20:36:20.874267] [INFO ] [LOCAL ] TBB: Loaded 7 optimal features with 56.08% confidence from JSON config [2026-01-06T20:36:20.874300] [DEBUG] [MAG ] Building data for symbol: TBB with lookback: 0 [2026-01-06T20:36:20.875113] [DEBUG] [FEATURES ] DataBuilder: Executing 7 feature methods. [2026-01-06T20:36:20.875178] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:36:20.878612] [DEBUG] [MAG ] DASH: Last date is validated at 2026-01-06 [2026-01-06T20:36:20.880640] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:36:20.882525] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:36:20.883097] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:36:20.883500] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-06T20:36:20.884431] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-06T20:36:20.886996] [DEBUG] [FEATURES ] DataBuilder: Executing add_last_hour_momentum_mag [2026-01-06T20:36:20.887670] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:21.075684] [DEBUG] [MAG ] DASH: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:21.133700] [DEBUG] [MAG ] ARHS: Last date is validated at 2026-01-06 [2026-01-06T20:36:21.175449] [DEBUG] [MAG ] RES: Last date is validated at 2026-01-06 [2026-01-06T20:36:21.200868] [INFO ] [LOCAL ] DASH: Saved forecast. [2026-01-06T20:36:21.200935] [INFO ] [main ] DASH: Signal=1 (Conf=90.0%), Magnitude=-2.38% (Conf=68.0828%) [2026-01-06T20:36:21.201090] [INFO ] [main ] Fetching symbol history for SAFE... [2026-01-06T20:36:21.201133] [DEBUG] [REMOTE ] SAFE: Fetching historical data. [2026-01-06T20:36:21.202664] [INFO ] [main ] Progress: 361/407 forecasts completed (88.7%). DASH finished in 0.7s. ETA: 7.9s. Rate: 350.91 forecasts/min [2026-01-06T20:36:21.214853] [DEBUG] [REMOTE ] SAFE: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:21.215897] [DEBUG] [LOCAL ] Loaded configuration for SAFE: 3 features, N/A% accuracy [2026-01-06T20:36:21.215955] [INFO ] [LOCAL ] SAFE: Loaded 3 optimal features with 54.64% confidence from JSON config [2026-01-06T20:36:21.215988] [DEBUG] [MAG ] Building data for symbol: SAFE with lookback: 0 [2026-01-06T20:36:21.216925] [DEBUG] [FEATURES ] DataBuilder: Executing 3 feature methods. [2026-01-06T20:36:21.216984] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:36:21.221936] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_skewness_proxies [2026-01-06T20:36:21.223206] [DEBUG] [FEATURES ] DataBuilder: Executing add_range_overlap_v_prior_day [2026-01-06T20:36:21.225549] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:21.233110] [DEBUG] [MAG ] TBB: Last date is validated at 2026-01-06 [2026-01-06T20:36:21.308753] [DEBUG] [MAG ] ARHS: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:21.349989] [DEBUG] [MAG ] RES: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:21.378916] [INFO ] [LOCAL ] ARHS: Saved forecast. [2026-01-06T20:36:21.379008] [INFO ] [main ] ARHS: Signal=1 (Conf=90.0%), Magnitude=2.77% (Conf=54.1669%) [2026-01-06T20:36:21.379180] [INFO ] [main ] Fetching symbol history for AMPL... [2026-01-06T20:36:21.379226] [DEBUG] [REMOTE ] AMPL: Fetching historical data. [2026-01-06T20:36:21.379931] [INFO ] [main ] Progress: 362/407 forecasts completed (88.9%). ARHS finished in 0.6s. ETA: 7.7s. Rate: 350.87 forecasts/min [2026-01-06T20:36:21.391846] [DEBUG] [REMOTE ] AMPL: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:21.392667] [DEBUG] [LOCAL ] Loaded configuration for AMPL: 3 features, N/A% accuracy [2026-01-06T20:36:21.392725] [INFO ] [LOCAL ] AMPL: Loaded 3 optimal features with 54.27% confidence from JSON config [2026-01-06T20:36:21.392759] [DEBUG] [MAG ] Building data for symbol: AMPL with lookback: 0 [2026-01-06T20:36:21.393681] [DEBUG] [FEATURES ] DataBuilder: Executing 3 feature methods. [2026-01-06T20:36:21.393749] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:36:21.399512] [DEBUG] [FEATURES ] DataBuilder: Executing add_fullday_parkinson_range [2026-01-06T20:36:21.401526] [DEBUG] [FEATURES ] DataBuilder: Executing add_regime [2026-01-06T20:36:21.404415] [DEBUG] [MAG ] TBB: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:21.411151] [INFO ] [LOCAL ] RES: Saved forecast. [2026-01-06T20:36:21.411221] [INFO ] [main ] RES: Signal=1 (Conf=90.0%), Magnitude=-0.17% (Conf=47.3624%) [2026-01-06T20:36:21.411604] [INFO ] [main ] Fetching symbol history for EG... [2026-01-06T20:36:21.411658] [DEBUG] [REMOTE ] EG: Fetching historical data. [2026-01-06T20:36:21.411658] [INFO ] [main ] Progress: 363/407 forecasts completed (89.2%). RES finished in 0.6s. ETA: 7.5s. Rate: 351.66 forecasts/min [2026-01-06T20:36:21.419258] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:21.425359] [DEBUG] [REMOTE ] EG: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:21.427936] [DEBUG] [LOCAL ] Loaded configuration for EG: 3 features, N/A% accuracy [2026-01-06T20:36:21.427998] [INFO ] [LOCAL ] EG: Loaded 3 optimal features with 56.48% confidence from JSON config [2026-01-06T20:36:21.428031] [DEBUG] [MAG ] Building data for symbol: EG with lookback: 0 [2026-01-06T20:36:21.428984] [DEBUG] [FEATURES ] DataBuilder: Executing 3 feature methods. [2026-01-06T20:36:21.429047] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:36:21.434340] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-06T20:36:21.435439] [DEBUG] [FEATURES ] DataBuilder: Executing add_fullday_parkinson_range [2026-01-06T20:36:21.437176] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:21.466533] [INFO ] [LOCAL ] TBB: Saved forecast. [2026-01-06T20:36:21.466620] [INFO ] [main ] TBB: Signal=1 (Conf=90.0%), Magnitude=-0.05% (Conf=56.0761%) [2026-01-06T20:36:21.467031] [INFO ] [main ] Fetching symbol history for STKH... [2026-01-06T20:36:21.467083] [DEBUG] [REMOTE ] STKH: Fetching historical data. [2026-01-06T20:36:21.467665] [INFO ] [main ] Progress: 364/407 forecasts completed (89.4%). TBB finished in 0.6s. ETA: 7.3s. Rate: 352.31 forecasts/min [2026-01-06T20:36:21.479196] [DEBUG] [REMOTE ] STKH: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:21.480049] [DEBUG] [LOCAL ] Loaded configuration for STKH: 5 features, N/A% accuracy [2026-01-06T20:36:21.480101] [INFO ] [LOCAL ] STKH: Loaded 5 optimal features with 33.49% confidence from JSON config [2026-01-06T20:36:21.480142] [DEBUG] [MAG ] Building data for symbol: STKH with lookback: 0 [2026-01-06T20:36:21.480944] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-06T20:36:21.481010] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:36:21.485859] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:36:21.487656] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:36:21.488131] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:36:21.488515] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-06T20:36:21.489301] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:21.592789] [DEBUG] [MAG ] SAFE: Last date is validated at 2026-01-06 [2026-01-06T20:36:21.768148] [DEBUG] [MAG ] SAFE: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:21.786270] [DEBUG] [MAG ] EG: Last date is validated at 2026-01-06 [2026-01-06T20:36:21.789602] [DEBUG] [MAG ] AMPL: Last date is validated at 2026-01-06 [2026-01-06T20:36:21.833313] [DEBUG] [MAG ] STKH: Last date is validated at 2026-01-06 [2026-01-06T20:36:21.839676] [INFO ] [LOCAL ] SAFE: Saved forecast. [2026-01-06T20:36:21.839746] [INFO ] [main ] SAFE: Signal=1 (Conf=90.0%), Magnitude=1.21% (Conf=54.6429%) [2026-01-06T20:36:21.839932] [INFO ] [main ] Fetching symbol history for SUPN... [2026-01-06T20:36:21.839990] [DEBUG] [REMOTE ] SUPN: Fetching historical data. [2026-01-06T20:36:21.841682] [INFO ] [main ] Progress: 365/407 forecasts completed (89.7%). SAFE finished in 0.6s. ETA: 7.2s. Rate: 351.16 forecasts/min [2026-01-06T20:36:21.852956] [DEBUG] [REMOTE ] SUPN: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:21.854122] [DEBUG] [LOCAL ] Loaded configuration for SUPN: 9 features, N/A% accuracy [2026-01-06T20:36:21.854176] [INFO ] [LOCAL ] SUPN: Loaded 9 optimal features with 54.04% confidence from JSON config [2026-01-06T20:36:21.854207] [DEBUG] [MAG ] Building data for symbol: SUPN with lookback: 0 [2026-01-06T20:36:21.855030] [DEBUG] [FEATURES ] DataBuilder: Executing 9 feature methods. [2026-01-06T20:36:21.855094] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:36:21.860473] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:36:21.862331] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:36:21.862821] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:36:21.863204] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-06T20:36:21.863965] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_fill_state [2026-01-06T20:36:21.905980] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_vs_close_liquidity_ratio [2026-01-06T20:36:21.907937] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_flow_differentials [2026-01-06T20:36:21.910880] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_zscore [2026-01-06T20:36:21.912673] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:21.956809] [DEBUG] [MAG ] EG: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:21.978109] [DEBUG] [MAG ] AMPL: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:22.002672] [DEBUG] [MAG ] STKH: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:22.052171] [INFO ] [LOCAL ] AMPL: Saved forecast. [2026-01-06T20:36:22.052244] [INFO ] [main ] AMPL: Signal=1 (Conf=90.0%), Magnitude=-1.41% (Conf=54.2686%) [2026-01-06T20:36:22.052615] [INFO ] [main ] Progress: 366/407 forecasts completed (89.9%). AMPL finished in 0.7s. ETA: 7.0s. Rate: 350.94 forecasts/min [2026-01-06T20:36:22.052758] [INFO ] [main ] Fetching symbol history for DHI... [2026-01-06T20:36:22.052804] [DEBUG] [REMOTE ] DHI: Fetching historical data. [2026-01-06T20:36:22.065312] [DEBUG] [REMOTE ] DHI: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:22.066622] [DEBUG] [LOCAL ] Loaded configuration for DHI: 5 features, N/A% accuracy [2026-01-06T20:36:22.066682] [INFO ] [LOCAL ] DHI: Loaded 5 optimal features with 50.77% confidence from JSON config [2026-01-06T20:36:22.066715] [DEBUG] [MAG ] Building data for symbol: DHI with lookback: 0 [2026-01-06T20:36:22.067521] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-06T20:36:22.067614] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:36:22.072640] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:36:22.074437] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:36:22.074953] [DEBUG] [FEATURES ] DataBuilder: Executing add_directional_consistency [2026-01-06T20:36:22.099009] [INFO ] [LOCAL ] EG: Saved forecast. [2026-01-06T20:36:22.099079] [INFO ] [main ] EG: Signal=1 (Conf=90.0%), Magnitude=-1.17% (Conf=56.4812%) [2026-01-06T20:36:22.099468] [INFO ] [main ] Fetching symbol history for ARVN... [2026-01-06T20:36:22.099522] [DEBUG] [REMOTE ] ARVN: Fetching historical data. [2026-01-06T20:36:22.099656] [INFO ] [main ] Progress: 367/407 forecasts completed (90.2%). EG finished in 0.7s. ETA: 6.8s. Rate: 351.63 forecasts/min [2026-01-06T20:36:22.111114] [INFO ] [LOCAL ] STKH: Saved forecast. [2026-01-06T20:36:22.111393] [INFO ] [main ] STKH: Signal=1 (Conf=90.0%), Magnitude=4.46% (Conf=33.4887%) [2026-01-06T20:36:22.111757] [INFO ] [main ] Fetching symbol history for SKLZ... [2026-01-06T20:36:22.111809] [DEBUG] [REMOTE ] SKLZ: Fetching historical data. [2026-01-06T20:36:22.113058] [INFO ] [main ] Progress: 368/407 forecasts completed (90.4%). STKH finished in 0.6s. ETA: 6.6s. Rate: 352.51 forecasts/min [2026-01-06T20:36:22.113559] [DEBUG] [REMOTE ] ARVN: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:22.115401] [DEBUG] [LOCAL ] Loaded configuration for ARVN: 4 features, N/A% accuracy [2026-01-06T20:36:22.115462] [INFO ] [LOCAL ] ARVN: Loaded 4 optimal features with 52.03% confidence from JSON config [2026-01-06T20:36:22.115494] [DEBUG] [MAG ] Building data for symbol: ARVN with lookback: 0 [2026-01-06T20:36:22.116483] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-06T20:36:22.116545] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:36:22.123708] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-06T20:36:22.125025] [DEBUG] [FEATURES ] DataBuilder: Executing add_preclose_acceleration_mag [2026-01-06T20:36:22.126058] [DEBUG] [FEATURES ] DataBuilder: Executing add_prev_close_to_1100 [2026-01-06T20:36:22.126513] [DEBUG] [REMOTE ] SKLZ: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:22.126751] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:22.127510] [DEBUG] [LOCAL ] Loaded configuration for SKLZ: 2 features, N/A% accuracy [2026-01-06T20:36:22.127615] [INFO ] [LOCAL ] SKLZ: Loaded 2 optimal features with 44.88% confidence from JSON config [2026-01-06T20:36:22.127653] [DEBUG] [MAG ] Building data for symbol: SKLZ with lookback: 0 [2026-01-06T20:36:22.128615] [DEBUG] [FEATURES ] DataBuilder: Executing 2 feature methods. [2026-01-06T20:36:22.128674] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:36:22.133455] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-06T20:36:22.134455] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:22.196369] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_hour_microstructure [2026-01-06T20:36:22.199530] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:22.275003] [DEBUG] [MAG ] SUPN: Last date is validated at 2026-01-06 [2026-01-06T20:36:22.453112] [DEBUG] [MAG ] SUPN: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:22.479301] [DEBUG] [MAG ] ARVN: Last date is validated at 2026-01-06 [2026-01-06T20:36:22.503372] [DEBUG] [MAG ] SKLZ: Last date is validated at 2026-01-06 [2026-01-06T20:36:22.558989] [INFO ] [LOCAL ] SUPN: Saved forecast. [2026-01-06T20:36:22.559059] [INFO ] [main ] SUPN: Signal=1 (Conf=90.0%), Magnitude=-1.12% (Conf=54.0423%) [2026-01-06T20:36:22.559220] [INFO ] [main ] Fetching symbol history for ASA... [2026-01-06T20:36:22.559264] [DEBUG] [REMOTE ] ASA: Fetching historical data. [2026-01-06T20:36:22.559903] [INFO ] [main ] Progress: 369/407 forecasts completed (90.7%). SUPN finished in 0.7s. ETA: 6.5s. Rate: 350.97 forecasts/min [2026-01-06T20:36:22.560270] [DEBUG] [MAG ] DHI: Last date is validated at 2026-01-06 [2026-01-06T20:36:22.571187] [DEBUG] [REMOTE ] ASA: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:22.572302] [DEBUG] [LOCAL ] Loaded configuration for ASA: 8 features, N/A% accuracy [2026-01-06T20:36:22.572354] [INFO ] [LOCAL ] ASA: Loaded 8 optimal features with 56.00% confidence from JSON config [2026-01-06T20:36:22.572386] [DEBUG] [MAG ] Building data for symbol: ASA with lookback: 0 [2026-01-06T20:36:22.573375] [DEBUG] [FEATURES ] DataBuilder: Executing 8 feature methods. [2026-01-06T20:36:22.573438] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:36:22.575117] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:36:22.575639] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:36:22.576076] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-06T20:36:22.576975] [DEBUG] [FEATURES ] DataBuilder: Executing add_directional_consistency [2026-01-06T20:36:22.683266] [DEBUG] [MAG ] SKLZ: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:22.691422] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_morning_composite [2026-01-06T20:36:22.692603] [DEBUG] [FEATURES ] DataBuilder: Executing add_overnight_gap_amplitude [2026-01-06T20:36:22.693223] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_flow_differentials [2026-01-06T20:36:22.696033] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:22.713606] [DEBUG] [MAG ] ARVN: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:22.731352] [DEBUG] [MAG ] DHI: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:22.751522] [INFO ] [LOCAL ] SKLZ: Saved forecast. [2026-01-06T20:36:22.751616] [INFO ] [main ] SKLZ: Signal=1 (Conf=90.0%), Magnitude=0.18% (Conf=44.8838%) [2026-01-06T20:36:22.751963] [INFO ] [main ] Fetching symbol history for CVEO... [2026-01-06T20:36:22.752020] [DEBUG] [REMOTE ] CVEO: Fetching historical data. [2026-01-06T20:36:22.752653] [INFO ] [main ] Progress: 370/407 forecasts completed (90.9%). SKLZ finished in 0.6s. ETA: 6.3s. Rate: 350.85 forecasts/min [2026-01-06T20:36:22.764159] [DEBUG] [REMOTE ] CVEO: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:22.765631] [DEBUG] [LOCAL ] Loaded configuration for CVEO: 2 features, N/A% accuracy [2026-01-06T20:36:22.765696] [INFO ] [LOCAL ] CVEO: Loaded 2 optimal features with 53.43% confidence from JSON config [2026-01-06T20:36:22.765732] [DEBUG] [MAG ] Building data for symbol: CVEO with lookback: 0 [2026-01-06T20:36:22.766522] [DEBUG] [FEATURES ] DataBuilder: Executing 2 feature methods. [2026-01-06T20:36:22.766616] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:36:22.771697] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-06T20:36:22.772759] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:22.813523] [INFO ] [LOCAL ] ARVN: Saved forecast. [2026-01-06T20:36:22.813623] [INFO ] [main ] ARVN: Signal=1 (Conf=90.0%), Magnitude=3.12% (Conf=52.0271%) [2026-01-06T20:36:22.814081] [INFO ] [main ] Fetching symbol history for VGSH... [2026-01-06T20:36:22.814146] [DEBUG] [REMOTE ] VGSH: Fetching historical data. [2026-01-06T20:36:22.814639] [INFO ] [main ] Progress: 371/407 forecasts completed (91.2%). ARVN finished in 0.7s. ETA: 6.1s. Rate: 351.45 forecasts/min [2026-01-06T20:36:22.827156] [DEBUG] [REMOTE ] VGSH: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:22.828308] [DEBUG] [LOCAL ] Loaded configuration for VGSH: 1 features, N/A% accuracy [2026-01-06T20:36:22.828381] [INFO ] [LOCAL ] VGSH: Loaded 1 optimal features with 23.69% confidence from JSON config [2026-01-06T20:36:22.828426] [DEBUG] [MAG ] Building data for symbol: VGSH with lookback: 0 [2026-01-06T20:36:22.829510] [DEBUG] [FEATURES ] DataBuilder: Executing 1 feature methods. [2026-01-06T20:36:22.829597] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-06T20:36:22.830664] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:22.845520] [INFO ] [LOCAL ] DHI: Saved forecast. [2026-01-06T20:36:22.845608] [INFO ] [main ] DHI: Signal=1 (Conf=90.0%), Magnitude=-7.78% (Conf=50.7726%) [2026-01-06T20:36:22.845776] [INFO ] [main ] Fetching symbol history for AG... [2026-01-06T20:36:22.845819] [DEBUG] [REMOTE ] AG: Fetching historical data. [2026-01-06T20:36:22.847640] [INFO ] [main ] Progress: 372/407 forecasts completed (91.4%). DHI finished in 0.8s. ETA: 6.0s. Rate: 352.21 forecasts/min [2026-01-06T20:36:22.858179] [DEBUG] [REMOTE ] AG: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:22.859452] [DEBUG] [LOCAL ] Loaded configuration for AG: 4 features, N/A% accuracy [2026-01-06T20:36:22.859536] [INFO ] [LOCAL ] AG: Loaded 4 optimal features with 56.69% confidence from JSON config [2026-01-06T20:36:22.859590] [DEBUG] [MAG ] Building data for symbol: AG with lookback: 0 [2026-01-06T20:36:22.860641] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-06T20:36:22.860702] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:36:22.862729] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:36:22.863245] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:36:22.863655] [DEBUG] [FEATURES ] DataBuilder: Executing add_gaps [2026-01-06T20:36:22.864418] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:23.046236] [DEBUG] [MAG ] ASA: Last date is validated at 2026-01-06 [2026-01-06T20:36:23.112538] [DEBUG] [MAG ] CVEO: Last date is validated at 2026-01-06 [2026-01-06T20:36:23.204718] [DEBUG] [MAG ] AG: Last date is validated at 2026-01-06 [2026-01-06T20:36:23.207674] [DEBUG] [MAG ] VGSH: Last date is validated at 2026-01-06 [2026-01-06T20:36:23.217548] [DEBUG] [MAG ] ASA: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:23.283837] [DEBUG] [MAG ] CVEO: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:23.311108] [INFO ] [LOCAL ] ASA: Saved forecast. [2026-01-06T20:36:23.311175] [INFO ] [main ] ASA: Signal=1 (Conf=90.0%), Magnitude=-0.87% (Conf=55.9998%) [2026-01-06T20:36:23.311330] [INFO ] [main ] Fetching symbol history for BAP... [2026-01-06T20:36:23.311374] [DEBUG] [REMOTE ] BAP: Fetching historical data. [2026-01-06T20:36:23.312051] [INFO ] [main ] Progress: 373/407 forecasts completed (91.6%). ASA finished in 0.8s. ETA: 5.8s. Rate: 350.59 forecasts/min [2026-01-06T20:36:23.323461] [DEBUG] [REMOTE ] BAP: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:23.324566] [DEBUG] [LOCAL ] Loaded configuration for BAP: 10 features, N/A% accuracy [2026-01-06T20:36:23.324652] [INFO ] [LOCAL ] BAP: Loaded 10 optimal features with 50.15% confidence from JSON config [2026-01-06T20:36:23.324684] [DEBUG] [MAG ] Building data for symbol: BAP with lookback: 0 [2026-01-06T20:36:23.325505] [DEBUG] [FEATURES ] DataBuilder: Executing 10 feature methods. [2026-01-06T20:36:23.325588] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:36:23.331635] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:36:23.333791] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:36:23.334269] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:36:23.334668] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_morning_composite [2026-01-06T20:36:23.339033] [DEBUG] [FEATURES ] DataBuilder: Executing add_prev_1100_to_open [2026-01-06T20:36:23.339935] [DEBUG] [FEATURES ] DataBuilder: Executing add_vol_of_vol [2026-01-06T20:36:23.341158] [DEBUG] [FEATURES ] DataBuilder: Executing add_volatility_decay_ratio [2026-01-06T20:36:23.342650] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:36:23.343119] [DEBUG] [FEATURES ] DataBuilder: Executing add_volatility_state_percentiles [2026-01-06T20:36:23.345176] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:23.361463] [INFO ] [LOCAL ] CVEO: Saved forecast. [2026-01-06T20:36:23.361533] [INFO ] [main ] CVEO: Signal=1 (Conf=90.0%), Magnitude=-0.29% (Conf=53.4251%) [2026-01-06T20:36:23.361911] [INFO ] [main ] Progress: 374/407 forecasts completed (91.9%). CVEO finished in 0.6s. ETA: 5.6s. Rate: 351.26 forecasts/min [2026-01-06T20:36:23.362048] [INFO ] [main ] Fetching symbol history for ASTL... [2026-01-06T20:36:23.362091] [DEBUG] [REMOTE ] ASTL: Fetching historical data. [2026-01-06T20:36:23.373907] [DEBUG] [REMOTE ] ASTL: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:23.374923] [DEBUG] [LOCAL ] Loaded configuration for ASTL: 2 features, N/A% accuracy [2026-01-06T20:36:23.374975] [INFO ] [LOCAL ] ASTL: Loaded 2 optimal features with 56.31% confidence from JSON config [2026-01-06T20:36:23.375007] [DEBUG] [MAG ] Building data for symbol: ASTL with lookback: 0 [2026-01-06T20:36:23.375796] [DEBUG] [FEATURES ] DataBuilder: Executing 2 feature methods. [2026-01-06T20:36:23.375854] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-06T20:36:23.376562] [DEBUG] [FEATURES ] DataBuilder: Executing add_overnight_gap_mag [2026-01-06T20:36:23.377217] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:23.384382] [DEBUG] [MAG ] AG: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:23.393337] [DEBUG] [MAG ] VGSH: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:23.452053] [INFO ] [LOCAL ] VGSH: Saved forecast. [2026-01-06T20:36:23.452318] [INFO ] [main ] VGSH: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=23.6865%) [2026-01-06T20:36:23.452728] [INFO ] [main ] Fetching symbol history for RARE... [2026-01-06T20:36:23.452786] [DEBUG] [REMOTE ] RARE: Fetching historical data. [2026-01-06T20:36:23.453658] [INFO ] [main ] Progress: 375/407 forecasts completed (92.1%). VGSH finished in 0.6s. ETA: 5.5s. Rate: 351.69 forecasts/min [2026-01-06T20:36:23.456160] [INFO ] [LOCAL ] AG: Saved forecast. [2026-01-06T20:36:23.456237] [INFO ] [main ] AG: Signal=1 (Conf=90.0%), Magnitude=0.02% (Conf=56.69%) [2026-01-06T20:36:23.456548] [INFO ] [main ] Fetching symbol history for KBWD... [2026-01-06T20:36:23.456619] [DEBUG] [REMOTE ] KBWD: Fetching historical data. [2026-01-06T20:36:23.457680] [INFO ] [main ] Progress: 376/407 forecasts completed (92.4%). AG finished in 0.6s. ETA: 5.3s. Rate: 352.61 forecasts/min [2026-01-06T20:36:23.465798] [DEBUG] [REMOTE ] RARE: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:23.466871] [DEBUG] [LOCAL ] Loaded configuration for RARE: 8 features, N/A% accuracy [2026-01-06T20:36:23.466945] [INFO ] [LOCAL ] RARE: Loaded 8 optimal features with 56.29% confidence from JSON config [2026-01-06T20:36:23.466981] [DEBUG] [MAG ] Building data for symbol: RARE with lookback: 0 [2026-01-06T20:36:23.467904] [DEBUG] [REMOTE ] KBWD: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:23.467946] [DEBUG] [FEATURES ] DataBuilder: Executing 8 feature methods. [2026-01-06T20:36:23.468026] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:36:23.468650] [DEBUG] [LOCAL ] Loaded configuration for KBWD: 3 features, N/A% accuracy [2026-01-06T20:36:23.468705] [INFO ] [LOCAL ] KBWD: Loaded 3 optimal features with 61.77% confidence from JSON config [2026-01-06T20:36:23.468736] [DEBUG] [MAG ] Building data for symbol: KBWD with lookback: 0 [2026-01-06T20:36:23.469520] [DEBUG] [FEATURES ] DataBuilder: Executing 3 feature methods. [2026-01-06T20:36:23.469596] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-06T20:36:23.470196] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:36:23.470309] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-06T20:36:23.470747] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:36:23.471159] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-06T20:36:23.471159] [DEBUG] [FEATURES ] DataBuilder: Executing add_fullday_parkinson_range [2026-01-06T20:36:23.472917] [DEBUG] [FEATURES ] DataBuilder: Executing add_gaps [2026-01-06T20:36:23.473589] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:23.473764] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_skewness_proxies [2026-01-06T20:36:23.475306] [DEBUG] [FEATURES ] DataBuilder: Executing add_sma_ratio [2026-01-06T20:36:23.476248] [DEBUG] [FEATURES ] DataBuilder: Executing add_volatility_decay_ratio [2026-01-06T20:36:23.477535] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:23.715528] [DEBUG] [MAG ] BAP: Last date is validated at 2026-01-06 [2026-01-06T20:36:23.734525] [DEBUG] [MAG ] ASTL: Last date is validated at 2026-01-06 [2026-01-06T20:36:23.836006] [DEBUG] [MAG ] KBWD: Last date is validated at 2026-01-06 [2026-01-06T20:36:23.854891] [DEBUG] [MAG ] RARE: Last date is validated at 2026-01-06 [2026-01-06T20:36:23.886856] [DEBUG] [MAG ] BAP: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:23.902988] [DEBUG] [MAG ] ASTL: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:23.963830] [INFO ] [LOCAL ] ASTL: Saved forecast. [2026-01-06T20:36:23.963898] [INFO ] [main ] ASTL: Signal=1 (Conf=90.0%), Magnitude=-0.27% (Conf=56.3068%) [2026-01-06T20:36:23.964387] [INFO ] [main ] Fetching symbol history for FOXA... [2026-01-06T20:36:23.964438] [DEBUG] [REMOTE ] FOXA: Fetching historical data. [2026-01-06T20:36:23.965351] [INFO ] [main ] Progress: 377/407 forecasts completed (92.6%). ASTL finished in 0.6s. ETA: 5.1s. Rate: 350.76 forecasts/min [2026-01-06T20:36:23.976817] [DEBUG] [REMOTE ] FOXA: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:23.977654] [DEBUG] [LOCAL ] Loaded configuration for FOXA: 9 features, N/A% accuracy [2026-01-06T20:36:23.977707] [INFO ] [LOCAL ] FOXA: Loaded 9 optimal features with 53.31% confidence from JSON config [2026-01-06T20:36:23.977739] [DEBUG] [MAG ] Building data for symbol: FOXA with lookback: 0 [2026-01-06T20:36:23.978511] [DEBUG] [FEATURES ] DataBuilder: Executing 9 feature methods. [2026-01-06T20:36:23.978948] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:36:23.983718] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:36:23.985484] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:36:23.985989] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:36:23.986441] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:36:23.986849] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-06T20:36:23.989191] [DEBUG] [FEATURES ] DataBuilder: Executing add_gaps [2026-01-06T20:36:23.989999] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_vs_close_liquidity_ratio [2026-01-06T20:36:23.991477] [DEBUG] [FEATURES ] DataBuilder: Executing add_range_volume_efficiency_refinements [2026-01-06T20:36:23.995298] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:24.007534] [DEBUG] [MAG ] KBWD: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:24.007936] [INFO ] [LOCAL ] BAP: Saved forecast. [2026-01-06T20:36:24.007998] [INFO ] [main ] BAP: Signal=1 (Conf=90.0%), Magnitude=-0.96% (Conf=50.152%) [2026-01-06T20:36:24.008161] [INFO ] [main ] Fetching symbol history for HYXF... [2026-01-06T20:36:24.008207] [DEBUG] [REMOTE ] HYXF: Fetching historical data. [2026-01-06T20:36:24.008958] [INFO ] [main ] Progress: 378/407 forecasts completed (92.9%). BAP finished in 0.7s. ETA: 5.0s. Rate: 351.45 forecasts/min [2026-01-06T20:36:24.020143] [DEBUG] [REMOTE ] HYXF: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:24.020989] [DEBUG] [LOCAL ] Loaded configuration for HYXF: 4 features, N/A% accuracy [2026-01-06T20:36:24.021049] [INFO ] [LOCAL ] HYXF: Loaded 4 optimal features with 41.59% confidence from JSON config [2026-01-06T20:36:24.021083] [DEBUG] [MAG ] Building data for symbol: HYXF with lookback: 0 [2026-01-06T20:36:24.021900] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-06T20:36:24.021967] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:36:24.027334] [DEBUG] [FEATURES ] DataBuilder: Executing add_gaps [2026-01-06T20:36:24.028206] [DEBUG] [FEATURES ] DataBuilder: Executing add_micro_gap_fill_velocity [2026-01-06T20:36:24.030315] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:36:24.032215] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:24.034587] [DEBUG] [MAG ] RARE: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:24.068470] [INFO ] [LOCAL ] KBWD: Saved forecast. [2026-01-06T20:36:24.068544] [INFO ] [main ] KBWD: Signal=1 (Conf=90.0%), Magnitude=0.49% (Conf=61.7668%) [2026-01-06T20:36:24.068943] [INFO ] [main ] Fetching symbol history for CMI... [2026-01-06T20:36:24.068994] [DEBUG] [REMOTE ] CMI: Fetching historical data. [2026-01-06T20:36:24.069624] [INFO ] [main ] Progress: 379/407 forecasts completed (93.1%). KBWD finished in 0.6s. ETA: 4.8s. Rate: 352.05 forecasts/min [2026-01-06T20:36:24.080655] [DEBUG] [REMOTE ] CMI: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:24.081630] [DEBUG] [LOCAL ] Loaded configuration for CMI: 5 features, N/A% accuracy [2026-01-06T20:36:24.081683] [INFO ] [LOCAL ] CMI: Loaded 5 optimal features with 57.39% confidence from JSON config [2026-01-06T20:36:24.081715] [DEBUG] [MAG ] Building data for symbol: CMI with lookback: 0 [2026-01-06T20:36:24.082464] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-06T20:36:24.082525] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:36:24.087306] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:36:24.089099] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:36:24.089597] [DEBUG] [FEATURES ] DataBuilder: Executing add_prev_1100_to_open [2026-01-06T20:36:24.090263] [DEBUG] [FEATURES ] DataBuilder: Executing add_range_volume_efficiency [2026-01-06T20:36:24.092511] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:24.151884] [INFO ] [LOCAL ] RARE: Saved forecast. [2026-01-06T20:36:24.151976] [INFO ] [main ] RARE: Signal=1 (Conf=90.0%), Magnitude=-4.61% (Conf=56.2885%) [2026-01-06T20:36:24.152734] [INFO ] [main ] Fetching symbol history for DRLL... [2026-01-06T20:36:24.152792] [DEBUG] [REMOTE ] DRLL: Fetching historical data. [2026-01-06T20:36:24.153650] [INFO ] [main ] Progress: 380/407 forecasts completed (93.4%). RARE finished in 0.7s. ETA: 4.6s. Rate: 352.52 forecasts/min [2026-01-06T20:36:24.167046] [DEBUG] [REMOTE ] DRLL: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:24.168337] [DEBUG] [LOCAL ] Loaded configuration for DRLL: 3 features, N/A% accuracy [2026-01-06T20:36:24.168401] [INFO ] [LOCAL ] DRLL: Loaded 3 optimal features with 55.38% confidence from JSON config [2026-01-06T20:36:24.168434] [DEBUG] [MAG ] Building data for symbol: DRLL with lookback: 0 [2026-01-06T20:36:24.169299] [DEBUG] [FEATURES ] DataBuilder: Executing 3 feature methods. [2026-01-06T20:36:24.169708] [DEBUG] [FEATURES ] DataBuilder: Executing add_gaps [2026-01-06T20:36:24.170728] [DEBUG] [FEATURES ] DataBuilder: Executing add_pct_change [2026-01-06T20:36:24.173063] [DEBUG] [FEATURES ] DataBuilder: Executing add_shelf_lag [2026-01-06T20:36:24.174442] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:24.339553] [DEBUG] [MAG ] FOXA: Last date is validated at 2026-01-06 [2026-01-06T20:36:24.394476] [DEBUG] [MAG ] HYXF: Last date is validated at 2026-01-06 [2026-01-06T20:36:24.450810] [DEBUG] [MAG ] CMI: Last date is validated at 2026-01-06 [2026-01-06T20:36:24.507149] [DEBUG] [MAG ] FOXA: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:24.529528] [DEBUG] [MAG ] DRLL: Last date is validated at 2026-01-06 [2026-01-06T20:36:24.569554] [DEBUG] [MAG ] HYXF: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:24.604710] [INFO ] [LOCAL ] FOXA: Saved forecast. [2026-01-06T20:36:24.604789] [INFO ] [main ] FOXA: Signal=1 (Conf=90.0%), Magnitude=0.26% (Conf=53.3053%) [2026-01-06T20:36:24.605150] [INFO ] [main ] Fetching symbol history for GSL... [2026-01-06T20:36:24.605202] [DEBUG] [REMOTE ] GSL: Fetching historical data. [2026-01-06T20:36:24.605196] [INFO ] [main ] Progress: 381/407 forecasts completed (93.6%). FOXA finished in 0.6s. ETA: 4.4s. Rate: 351.00 forecasts/min [2026-01-06T20:36:24.616728] [DEBUG] [REMOTE ] GSL: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:24.617820] [DEBUG] [LOCAL ] Loaded configuration for GSL: 2 features, N/A% accuracy [2026-01-06T20:36:24.617872] [INFO ] [LOCAL ] GSL: Loaded 2 optimal features with 49.41% confidence from JSON config [2026-01-06T20:36:24.617903] [DEBUG] [MAG ] Building data for symbol: GSL with lookback: 0 [2026-01-06T20:36:24.618696] [DEBUG] [FEATURES ] DataBuilder: Executing 2 feature methods. [2026-01-06T20:36:24.618755] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:36:24.623637] [DEBUG] [FEATURES ] DataBuilder: Executing add_fullday_parkinson_range [2026-01-06T20:36:24.625643] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:24.630773] [DEBUG] [MAG ] CMI: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:24.636453] [INFO ] [LOCAL ] HYXF: Saved forecast. [2026-01-06T20:36:24.636522] [INFO ] [main ] HYXF: Signal=1 (Conf=90.0%), Magnitude=0.09% (Conf=41.5907%) [2026-01-06T20:36:24.636702] [INFO ] [main ] Fetching symbol history for GME... [2026-01-06T20:36:24.636752] [DEBUG] [REMOTE ] GME: Fetching historical data. [2026-01-06T20:36:24.637881] [INFO ] [main ] Progress: 382/407 forecasts completed (93.9%). HYXF finished in 0.6s. ETA: 4.3s. Rate: 351.74 forecasts/min [2026-01-06T20:36:24.649807] [DEBUG] [REMOTE ] GME: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:24.650707] [DEBUG] [LOCAL ] Loaded configuration for GME: 4 features, N/A% accuracy [2026-01-06T20:36:24.650763] [INFO ] [LOCAL ] GME: Loaded 4 optimal features with 51.00% confidence from JSON config [2026-01-06T20:36:24.650812] [DEBUG] [MAG ] Building data for symbol: GME with lookback: 0 [2026-01-06T20:36:24.651622] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-06T20:36:24.651692] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:36:24.656773] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:36:24.658736] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:36:24.659365] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:36:24.659831] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:24.700253] [DEBUG] [MAG ] DRLL: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:24.765737] [INFO ] [LOCAL ] CMI: Saved forecast. [2026-01-06T20:36:24.765810] [INFO ] [main ] CMI: Signal=1 (Conf=90.0%), Magnitude=-0.45% (Conf=57.3855%) [2026-01-06T20:36:24.765975] [INFO ] [main ] Fetching symbol history for ENVX... [2026-01-06T20:36:24.766026] [DEBUG] [REMOTE ] ENVX: Fetching historical data. [2026-01-06T20:36:24.767705] [INFO ] [main ] Progress: 383/407 forecasts completed (94.1%). CMI finished in 0.7s. ETA: 4.1s. Rate: 351.96 forecasts/min [2026-01-06T20:36:24.778485] [DEBUG] [REMOTE ] ENVX: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:24.779634] [DEBUG] [LOCAL ] Loaded configuration for ENVX: 5 features, N/A% accuracy [2026-01-06T20:36:24.779690] [INFO ] [LOCAL ] ENVX: Loaded 5 optimal features with 61.85% confidence from JSON config [2026-01-06T20:36:24.779723] [DEBUG] [MAG ] Building data for symbol: ENVX with lookback: 0 [2026-01-06T20:36:24.780681] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-06T20:36:24.780745] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:36:24.783028] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:36:24.783735] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-06T20:36:24.786987] [DEBUG] [FEATURES ] DataBuilder: Executing add_gaps [2026-01-06T20:36:24.787980] [DEBUG] [FEATURES ] DataBuilder: Executing add_last_hour_momentum_mag [2026-01-06T20:36:24.788680] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:24.860229] [INFO ] [LOCAL ] DRLL: Saved forecast. [2026-01-06T20:36:24.860301] [INFO ] [main ] DRLL: Signal=1 (Conf=90.0%), Magnitude=-0.75% (Conf=55.3794%) [2026-01-06T20:36:24.860674] [INFO ] [main ] Fetching symbol history for BDSX... [2026-01-06T20:36:24.860726] [DEBUG] [REMOTE ] BDSX: Fetching historical data. [2026-01-06T20:36:24.861649] [INFO ] [main ] Progress: 384/407 forecasts completed (94.3%). DRLL finished in 0.7s. ETA: 3.9s. Rate: 352.38 forecasts/min [2026-01-06T20:36:24.872196] [DEBUG] [REMOTE ] BDSX: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:24.873106] [DEBUG] [LOCAL ] Loaded configuration for BDSX: 6 features, N/A% accuracy [2026-01-06T20:36:24.873158] [INFO ] [LOCAL ] BDSX: Loaded 6 optimal features with 50.12% confidence from JSON config [2026-01-06T20:36:24.873190] [DEBUG] [MAG ] Building data for symbol: BDSX with lookback: 0 [2026-01-06T20:36:24.873973] [DEBUG] [FEATURES ] DataBuilder: Executing 6 feature methods. [2026-01-06T20:36:24.874034] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:36:24.879068] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:36:24.880897] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:36:24.881553] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:36:24.882016] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:36:24.882403] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_hour_microstructure [2026-01-06T20:36:24.885415] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:24.987688] [DEBUG] [MAG ] GSL: Last date is validated at 2026-01-06 [2026-01-06T20:36:25.010528] [DEBUG] [MAG ] GME: Last date is validated at 2026-01-06 [2026-01-06T20:36:25.145593] [DEBUG] [MAG ] ENVX: Last date is validated at 2026-01-06 [2026-01-06T20:36:25.163222] [DEBUG] [MAG ] GSL: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:25.227842] [DEBUG] [MAG ] BDSX: Last date is validated at 2026-01-06 [2026-01-06T20:36:25.235400] [INFO ] [LOCAL ] GSL: Saved forecast. [2026-01-06T20:36:25.235469] [INFO ] [main ] GSL: Signal=1 (Conf=90.0%), Magnitude=-0.42% (Conf=49.4084%) [2026-01-06T20:36:25.235913] [INFO ] [main ] Fetching symbol history for ALVO... [2026-01-06T20:36:25.235966] [DEBUG] [REMOTE ] ALVO: Fetching historical data. [2026-01-06T20:36:25.236662] [INFO ] [main ] Progress: 385/407 forecasts completed (94.6%). GSL finished in 0.6s. ETA: 3.8s. Rate: 351.28 forecasts/min [2026-01-06T20:36:25.242686] [DEBUG] [MAG ] GME: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:25.247504] [DEBUG] [REMOTE ] ALVO: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:25.249129] [DEBUG] [LOCAL ] Loaded configuration for ALVO: 2 features, N/A% accuracy [2026-01-06T20:36:25.249183] [INFO ] [LOCAL ] ALVO: Loaded 2 optimal features with 47.86% confidence from JSON config [2026-01-06T20:36:25.249215] [DEBUG] [MAG ] Building data for symbol: ALVO with lookback: 0 [2026-01-06T20:36:25.250002] [DEBUG] [FEATURES ] DataBuilder: Executing 2 feature methods. [2026-01-06T20:36:25.250062] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:36:25.254907] [DEBUG] [FEATURES ] DataBuilder: Executing add_sma_ratio [2026-01-06T20:36:25.255717] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:25.327952] [DEBUG] [MAG ] ENVX: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:25.331994] [INFO ] [LOCAL ] GME: Saved forecast. [2026-01-06T20:36:25.332059] [INFO ] [main ] GME: Signal=1 (Conf=90.0%), Magnitude=1.62% (Conf=51.0035%) [2026-01-06T20:36:25.332232] [INFO ] [main ] Fetching symbol history for GEN... [2026-01-06T20:36:25.332282] [DEBUG] [REMOTE ] GEN: Fetching historical data. [2026-01-06T20:36:25.333038] [INFO ] [main ] Progress: 386/407 forecasts completed (94.8%). GME finished in 0.7s. ETA: 3.6s. Rate: 351.68 forecasts/min [2026-01-06T20:36:25.347242] [DEBUG] [REMOTE ] GEN: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:25.348387] [DEBUG] [LOCAL ] Loaded configuration for GEN: 6 features, N/A% accuracy [2026-01-06T20:36:25.348442] [INFO ] [LOCAL ] GEN: Loaded 6 optimal features with 51.32% confidence from JSON config [2026-01-06T20:36:25.348476] [DEBUG] [MAG ] Building data for symbol: GEN with lookback: 0 [2026-01-06T20:36:25.349354] [DEBUG] [FEATURES ] DataBuilder: Executing 6 feature methods. [2026-01-06T20:36:25.349420] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:36:25.354735] [DEBUG] [FEATURES ] DataBuilder: Executing add_directional_consistency [2026-01-06T20:36:25.404229] [DEBUG] [MAG ] BDSX: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:25.412931] [INFO ] [LOCAL ] ENVX: Saved forecast. [2026-01-06T20:36:25.413002] [INFO ] [main ] ENVX: Signal=1 (Conf=90.0%), Magnitude=0.66% (Conf=61.8475%) [2026-01-06T20:36:25.413346] [INFO ] [main ] Fetching symbol history for PSQH... [2026-01-06T20:36:25.413398] [DEBUG] [REMOTE ] PSQH: Fetching historical data. [2026-01-06T20:36:25.413629] [INFO ] [main ] Progress: 387/407 forecasts completed (95.1%). ENVX finished in 0.6s. ETA: 3.4s. Rate: 352.16 forecasts/min [2026-01-06T20:36:25.425032] [DEBUG] [REMOTE ] PSQH: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:25.426924] [DEBUG] [LOCAL ] Loaded configuration for PSQH: 6 features, N/A% accuracy [2026-01-06T20:36:25.426980] [INFO ] [LOCAL ] PSQH: Loaded 6 optimal features with 51.31% confidence from JSON config [2026-01-06T20:36:25.427029] [DEBUG] [MAG ] Building data for symbol: PSQH with lookback: 0 [2026-01-06T20:36:25.427841] [DEBUG] [FEATURES ] DataBuilder: Executing 6 feature methods. [2026-01-06T20:36:25.427907] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:36:25.432985] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:36:25.434802] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:36:25.435291] [DEBUG] [FEATURES ] DataBuilder: Executing add_morning_range_expansion [2026-01-06T20:36:25.440055] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_vs_close_liquidity_ratio [2026-01-06T20:36:25.441646] [DEBUG] [FEATURES ] DataBuilder: Executing add_prior_day_tail_pressure [2026-01-06T20:36:25.444680] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:25.474917] [DEBUG] [FEATURES ] DataBuilder: Executing add_gaps [2026-01-06T20:36:25.476070] [DEBUG] [FEATURES ] DataBuilder: Executing add_last_hour_momentum_mag [2026-01-06T20:36:25.476910] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_hour_microstructure [2026-01-06T20:36:25.479935] [DEBUG] [FEATURES ] DataBuilder: Executing add_regime [2026-01-06T20:36:25.493789] [INFO ] [LOCAL ] BDSX: Saved forecast. [2026-01-06T20:36:25.493860] [INFO ] [main ] BDSX: Signal=1 (Conf=90.0%), Magnitude=-18.05% (Conf=50.1219%) [2026-01-06T20:36:25.494220] [INFO ] [main ] Fetching symbol history for THRM... [2026-01-06T20:36:25.494270] [DEBUG] [REMOTE ] THRM: Fetching historical data. [2026-01-06T20:36:25.495655] [INFO ] [main ] Progress: 388/407 forecasts completed (95.3%). BDSX finished in 0.6s. ETA: 3.2s. Rate: 352.63 forecasts/min [2026-01-06T20:36:25.496401] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:25.506818] [DEBUG] [REMOTE ] THRM: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:25.507903] [DEBUG] [LOCAL ] Loaded configuration for THRM: 6 features, N/A% accuracy [2026-01-06T20:36:25.507956] [INFO ] [LOCAL ] THRM: Loaded 6 optimal features with 58.91% confidence from JSON config [2026-01-06T20:36:25.507989] [DEBUG] [MAG ] Building data for symbol: THRM with lookback: 0 [2026-01-06T20:36:25.508809] [DEBUG] [FEATURES ] DataBuilder: Executing 6 feature methods. [2026-01-06T20:36:25.508875] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:36:25.513930] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:36:25.515828] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:36:25.516312] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:36:25.516737] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_morning_composite [2026-01-06T20:36:25.517764] [DEBUG] [FEATURES ] DataBuilder: Executing add_overnight_gap_amplitude [2026-01-06T20:36:25.518388] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:25.626003] [DEBUG] [MAG ] ALVO: Last date is validated at 2026-01-06 [2026-01-06T20:36:25.793087] [DEBUG] [MAG ] ALVO: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:25.810051] [DEBUG] [MAG ] PSQH: Last date is validated at 2026-01-06 [2026-01-06T20:36:25.840703] [DEBUG] [MAG ] GEN: Last date is validated at 2026-01-06 [2026-01-06T20:36:25.858848] [INFO ] [LOCAL ] ALVO: Saved forecast. [2026-01-06T20:36:25.858916] [INFO ] [main ] ALVO: Signal=1 (Conf=90.0%), Magnitude=5.05% (Conf=47.8626%) [2026-01-06T20:36:25.859078] [INFO ] [main ] Fetching symbol history for ENB... [2026-01-06T20:36:25.859123] [DEBUG] [REMOTE ] ENB: Fetching historical data. [2026-01-06T20:36:25.860673] [INFO ] [main ] Progress: 389/407 forecasts completed (95.6%). ALVO finished in 0.6s. ETA: 3.1s. Rate: 351.59 forecasts/min [2026-01-06T20:36:25.870889] [DEBUG] [REMOTE ] ENB: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:25.871871] [DEBUG] [LOCAL ] Loaded configuration for ENB: 4 features, N/A% accuracy [2026-01-06T20:36:25.871930] [INFO ] [LOCAL ] ENB: Loaded 4 optimal features with 50.89% confidence from JSON config [2026-01-06T20:36:25.871962] [DEBUG] [MAG ] Building data for symbol: ENB with lookback: 0 [2026-01-06T20:36:25.872447] [DEBUG] [MAG ] THRM: Last date is validated at 2026-01-06 [2026-01-06T20:36:25.872770] [DEBUG] [FEATURES ] DataBuilder: Executing 4 feature methods. [2026-01-06T20:36:25.872829] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:36:25.874522] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:36:25.875051] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_resolution_state [2026-01-06T20:36:25.924118] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_day_volatility [2026-01-06T20:36:25.925977] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:25.996332] [DEBUG] [MAG ] PSQH: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:26.009304] [DEBUG] [MAG ] GEN: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:26.044958] [DEBUG] [MAG ] THRM: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:26.070849] [INFO ] [LOCAL ] PSQH: Saved forecast. [2026-01-06T20:36:26.071299] [INFO ] [main ] PSQH: Signal=1 (Conf=90.0%), Magnitude=-14.63% (Conf=51.3107%) [2026-01-06T20:36:26.071693] [INFO ] [main ] Fetching symbol history for EVAX... [2026-01-06T20:36:26.071748] [DEBUG] [REMOTE ] EVAX: Fetching historical data. [2026-01-06T20:36:26.073185] [INFO ] [main ] Progress: 390/407 forecasts completed (95.8%). PSQH finished in 0.7s. ETA: 2.9s. Rate: 351.37 forecasts/min [2026-01-06T20:36:26.083446] [DEBUG] [REMOTE ] EVAX: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:26.084493] [DEBUG] [LOCAL ] Loaded configuration for EVAX: 6 features, N/A% accuracy [2026-01-06T20:36:26.084549] [INFO ] [LOCAL ] EVAX: Loaded 6 optimal features with 53.24% confidence from JSON config [2026-01-06T20:36:26.084604] [DEBUG] [MAG ] Building data for symbol: EVAX with lookback: 0 [2026-01-06T20:36:26.085407] [DEBUG] [FEATURES ] DataBuilder: Executing 6 feature methods. [2026-01-06T20:36:26.085469] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:36:26.090254] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:36:26.092017] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:36:26.092493] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:36:26.092956] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:36:26.093345] [DEBUG] [FEATURES ] DataBuilder: Executing add_regime_flags [2026-01-06T20:36:26.094360] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:26.096859] [INFO ] [LOCAL ] GEN: Saved forecast. [2026-01-06T20:36:26.096929] [INFO ] [main ] GEN: Signal=1 (Conf=90.0%), Magnitude=1.53% (Conf=51.32%) [2026-01-06T20:36:26.097301] [INFO ] [main ] Fetching symbol history for ARMK... [2026-01-06T20:36:26.097354] [DEBUG] [REMOTE ] ARMK: Fetching historical data. [2026-01-06T20:36:26.097647] [INFO ] [main ] Progress: 391/407 forecasts completed (96.1%). GEN finished in 0.8s. ETA: 2.7s. Rate: 352.14 forecasts/min [2026-01-06T20:36:26.110210] [DEBUG] [REMOTE ] ARMK: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:26.111237] [DEBUG] [LOCAL ] Loaded configuration for ARMK: 5 features, N/A% accuracy [2026-01-06T20:36:26.111296] [INFO ] [LOCAL ] ARMK: Loaded 5 optimal features with 51.73% confidence from JSON config [2026-01-06T20:36:26.111330] [DEBUG] [MAG ] Building data for symbol: ARMK with lookback: 0 [2026-01-06T20:36:26.112279] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-06T20:36:26.112347] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:36:26.114169] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:36:26.114724] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:36:26.115185] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-06T20:36:26.117727] [DEBUG] [FEATURES ] DataBuilder: Executing add_volume_zscore [2026-01-06T20:36:26.119487] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:26.129260] [INFO ] [LOCAL ] THRM: Saved forecast. [2026-01-06T20:36:26.129332] [INFO ] [main ] THRM: Signal=1 (Conf=90.0%), Magnitude=-1.20% (Conf=58.9066%) [2026-01-06T20:36:26.129721] [INFO ] [main ] Fetching symbol history for ITRN... [2026-01-06T20:36:26.129773] [DEBUG] [REMOTE ] ITRN: Fetching historical data. [2026-01-06T20:36:26.130617] [INFO ] [main ] Progress: 392/407 forecasts completed (96.3%). THRM finished in 0.6s. ETA: 2.6s. Rate: 352.87 forecasts/min [2026-01-06T20:36:26.141492] [DEBUG] [REMOTE ] ITRN: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:26.142486] [DEBUG] [LOCAL ] Loaded configuration for ITRN: 8 features, N/A% accuracy [2026-01-06T20:36:26.142549] [INFO ] [LOCAL ] ITRN: Loaded 8 optimal features with 67.30% confidence from JSON config [2026-01-06T20:36:26.142602] [DEBUG] [MAG ] Building data for symbol: ITRN with lookback: 0 [2026-01-06T20:36:26.143417] [DEBUG] [FEATURES ] DataBuilder: Executing 8 feature methods. [2026-01-06T20:36:26.143484] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:36:26.145228] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:36:26.145781] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:36:26.146361] [DEBUG] [FEATURES ] DataBuilder: Executing add_composite_volatility_context [2026-01-06T20:36:26.147313] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_session_pressure [2026-01-06T20:36:26.148548] [DEBUG] [FEATURES ] DataBuilder: Executing add_morning_range_expansion [2026-01-06T20:36:26.153075] [DEBUG] [FEATURES ] DataBuilder: Executing add_open_reversal_intensity [2026-01-06T20:36:26.154938] [DEBUG] [FEATURES ] DataBuilder: Executing add_range_volume_efficiency [2026-01-06T20:36:26.157167] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:26.264658] [DEBUG] [MAG ] ENB: Last date is validated at 2026-01-06 [2026-01-06T20:36:26.433691] [DEBUG] [MAG ] ENB: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:26.436133] [DEBUG] [MAG ] EVAX: Last date is validated at 2026-01-06 [2026-01-06T20:36:26.490638] [DEBUG] [MAG ] ARMK: Last date is validated at 2026-01-06 [2026-01-06T20:36:26.511174] [INFO ] [LOCAL ] ENB: Saved forecast. [2026-01-06T20:36:26.511242] [INFO ] [main ] ENB: Signal=1 (Conf=90.0%), Magnitude=-2.17% (Conf=50.8925%) [2026-01-06T20:36:26.511400] [INFO ] [main ] Fetching symbol history for XOMA... [2026-01-06T20:36:26.511445] [DEBUG] [REMOTE ] XOMA: Fetching historical data. [2026-01-06T20:36:26.512516] [INFO ] [main ] Progress: 393/407 forecasts completed (96.6%). ENB finished in 0.7s. ETA: 2.4s. Rate: 351.75 forecasts/min [2026-01-06T20:36:26.523250] [DEBUG] [REMOTE ] XOMA: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:26.525120] [DEBUG] [LOCAL ] Loaded configuration for XOMA: 6 features, N/A% accuracy [2026-01-06T20:36:26.525178] [INFO ] [LOCAL ] XOMA: Loaded 6 optimal features with 41.11% confidence from JSON config [2026-01-06T20:36:26.525210] [DEBUG] [MAG ] Building data for symbol: XOMA with lookback: 0 [2026-01-06T20:36:26.526148] [DEBUG] [FEATURES ] DataBuilder: Executing 6 feature methods. [2026-01-06T20:36:26.526211] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:36:26.527922] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:36:26.528431] [DEBUG] [FEATURES ] DataBuilder: Executing add_directional_consistency [2026-01-06T20:36:26.530799] [DEBUG] [MAG ] ITRN: Last date is validated at 2026-01-06 [2026-01-06T20:36:26.604879] [DEBUG] [MAG ] EVAX: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:26.638364] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_morning_composite [2026-01-06T20:36:26.639564] [DEBUG] [FEATURES ] DataBuilder: Executing add_late_session_pressure [2026-01-06T20:36:26.640614] [DEBUG] [FEATURES ] DataBuilder: Executing add_regime [2026-01-06T20:36:26.658243] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:26.662614] [DEBUG] [MAG ] ARMK: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:26.685552] [INFO ] [LOCAL ] EVAX: Saved forecast. [2026-01-06T20:36:26.685638] [INFO ] [main ] EVAX: Signal=1 (Conf=90.0%), Magnitude=4.99% (Conf=53.2426%) [2026-01-06T20:36:26.685975] [INFO ] [main ] Fetching symbol history for WH... [2026-01-06T20:36:26.686025] [DEBUG] [REMOTE ] WH: Fetching historical data. [2026-01-06T20:36:26.686664] [INFO ] [main ] Progress: 394/407 forecasts completed (96.8%). EVAX finished in 0.6s. ETA: 2.2s. Rate: 351.74 forecasts/min [2026-01-06T20:36:26.698170] [DEBUG] [REMOTE ] WH: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:26.699355] [DEBUG] [LOCAL ] Loaded configuration for WH: 2 features, N/A% accuracy [2026-01-06T20:36:26.699411] [INFO ] [LOCAL ] WH: Loaded 2 optimal features with 66.55% confidence from JSON config [2026-01-06T20:36:26.699444] [DEBUG] [MAG ] Building data for symbol: WH with lookback: 0 [2026-01-06T20:36:26.700261] [DEBUG] [FEATURES ] DataBuilder: Executing 2 feature methods. [2026-01-06T20:36:26.700475] [DEBUG] [FEATURES ] DataBuilder: Executing add_overnight_gap_amplitude [2026-01-06T20:36:26.701097] [DEBUG] [FEATURES ] DataBuilder: Executing add_pct_change [2026-01-06T20:36:26.703396] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:26.708507] [DEBUG] [MAG ] ITRN: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:26.748668] [INFO ] [LOCAL ] ARMK: Saved forecast. [2026-01-06T20:36:26.748736] [INFO ] [main ] ARMK: Signal=1 (Conf=90.0%), Magnitude=0.20% (Conf=51.7312%) [2026-01-06T20:36:26.749208] [INFO ] [main ] Fetching symbol history for CZWI... [2026-01-06T20:36:26.749402] [DEBUG] [REMOTE ] CZWI: Fetching historical data. [2026-01-06T20:36:26.750658] [INFO ] [main ] Progress: 395/407 forecasts completed (97.1%). ARMK finished in 0.7s. ETA: 2.0s. Rate: 352.29 forecasts/min [2026-01-06T20:36:26.769265] [DEBUG] [REMOTE ] CZWI: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:26.770505] [DEBUG] [LOCAL ] Loaded configuration for CZWI: 5 features, N/A% accuracy [2026-01-06T20:36:26.770566] [INFO ] [LOCAL ] CZWI: Loaded 5 optimal features with 52.49% confidence from JSON config [2026-01-06T20:36:26.770626] [DEBUG] [MAG ] Building data for symbol: CZWI with lookback: 0 [2026-01-06T20:36:26.771463] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-06T20:36:26.771530] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:36:26.773419] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:36:26.774054] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:36:26.774493] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_morning_composite [2026-01-06T20:36:26.775532] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_skewness_proxies [2026-01-06T20:36:26.777008] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:26.806464] [INFO ] [LOCAL ] ITRN: Saved forecast. [2026-01-06T20:36:26.806535] [INFO ] [main ] ITRN: Signal=1 (Conf=90.0%), Magnitude=2.43% (Conf=67.3035%) [2026-01-06T20:36:26.806910] [INFO ] [main ] Fetching symbol history for STTK... [2026-01-06T20:36:26.806963] [DEBUG] [REMOTE ] STTK: Fetching historical data. [2026-01-06T20:36:26.807661] [INFO ] [main ] Progress: 396/407 forecasts completed (97.3%). ITRN finished in 0.7s. ETA: 1.9s. Rate: 352.89 forecasts/min [2026-01-06T20:36:26.819349] [DEBUG] [REMOTE ] STTK: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:26.820424] [DEBUG] [LOCAL ] Loaded configuration for STTK: 7 features, N/A% accuracy [2026-01-06T20:36:26.820485] [INFO ] [LOCAL ] STTK: Loaded 7 optimal features with 58.63% confidence from JSON config [2026-01-06T20:36:26.820518] [DEBUG] [MAG ] Building data for symbol: STTK with lookback: 0 [2026-01-06T20:36:26.821749] [DEBUG] [FEATURES ] DataBuilder: Executing 7 feature methods. [2026-01-06T20:36:26.821814] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:36:26.827397] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:36:26.829353] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:36:26.829860] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:36:26.830311] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-06T20:36:26.832774] [DEBUG] [FEATURES ] DataBuilder: Executing add_last_hour_momentum_mag [2026-01-06T20:36:26.833443] [DEBUG] [FEATURES ] DataBuilder: Executing add_signed_carry_history_11 [2026-01-06T20:36:26.835235] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:27.010378] [DEBUG] [MAG ] XOMA: Last date is validated at 2026-01-06 [2026-01-06T20:36:27.086658] [DEBUG] [MAG ] WH: Last date is validated at 2026-01-06 [2026-01-06T20:36:27.147089] [DEBUG] [MAG ] CZWI: Last date is validated at 2026-01-06 [2026-01-06T20:36:27.178451] [DEBUG] [MAG ] XOMA: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:27.204566] [DEBUG] [MAG ] STTK: Last date is validated at 2026-01-06 [2026-01-06T20:36:27.253369] [DEBUG] [MAG ] WH: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:27.267694] [INFO ] [LOCAL ] XOMA: Saved forecast. [2026-01-06T20:36:27.267774] [INFO ] [main ] XOMA: Signal=1 (Conf=90.0%), Magnitude=-0.26% (Conf=41.1081%) [2026-01-06T20:36:27.268118] [INFO ] [main ] Fetching symbol history for PLRX... [2026-01-06T20:36:27.268169] [DEBUG] [REMOTE ] PLRX: Fetching historical data. [2026-01-06T20:36:27.269111] [INFO ] [main ] Progress: 397/407 forecasts completed (97.5%). XOMA finished in 0.8s. ETA: 1.7s. Rate: 351.37 forecasts/min [2026-01-06T20:36:27.283399] [DEBUG] [REMOTE ] PLRX: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:27.284353] [DEBUG] [LOCAL ] Loaded configuration for PLRX: 1 features, N/A% accuracy [2026-01-06T20:36:27.284410] [INFO ] [LOCAL ] PLRX: Loaded 1 optimal features with 37.30% confidence from JSON config [2026-01-06T20:36:27.284441] [DEBUG] [MAG ] Building data for symbol: PLRX with lookback: 0 [2026-01-06T20:36:27.285265] [DEBUG] [FEATURES ] DataBuilder: Executing 1 feature methods. [2026-01-06T20:36:27.285327] [DEBUG] [FEATURES ] DataBuilder: Executing add_shelf_lag [2026-01-06T20:36:27.286386] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:27.322973] [DEBUG] [MAG ] CZWI: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:27.353212] [INFO ] [LOCAL ] WH: Saved forecast. [2026-01-06T20:36:27.353282] [INFO ] [main ] WH: Signal=1 (Conf=90.0%), Magnitude=1.50% (Conf=66.5492%) [2026-01-06T20:36:27.353486] [INFO ] [main ] Fetching symbol history for ETSY... [2026-01-06T20:36:27.353532] [DEBUG] [REMOTE ] ETSY: Fetching historical data. [2026-01-06T20:36:27.354702] [INFO ] [main ] Progress: 398/407 forecasts completed (97.8%). WH finished in 0.7s. ETA: 1.5s. Rate: 351.81 forecasts/min [2026-01-06T20:36:27.365338] [DEBUG] [REMOTE ] ETSY: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:27.366223] [DEBUG] [LOCAL ] Loaded configuration for ETSY: 2 features, N/A% accuracy [2026-01-06T20:36:27.366273] [INFO ] [LOCAL ] ETSY: Loaded 2 optimal features with 56.70% confidence from JSON config [2026-01-06T20:36:27.366324] [DEBUG] [MAG ] Building data for symbol: ETSY with lookback: 0 [2026-01-06T20:36:27.367122] [DEBUG] [FEATURES ] DataBuilder: Executing 2 feature methods. [2026-01-06T20:36:27.367193] [DEBUG] [FEATURES ] DataBuilder: Executing add_last_hour_momentum_mag [2026-01-06T20:36:27.367991] [DEBUG] [FEATURES ] DataBuilder: Executing add_prior_mag_lag [2026-01-06T20:36:27.369978] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:27.383985] [DEBUG] [MAG ] STTK: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:27.392030] [INFO ] [LOCAL ] CZWI: Saved forecast. [2026-01-06T20:36:27.392100] [INFO ] [main ] CZWI: Signal=1 (Conf=90.0%), Magnitude=-0.07% (Conf=52.4915%) [2026-01-06T20:36:27.392540] [INFO ] [main ] Fetching symbol history for FIBK... [2026-01-06T20:36:27.392885] [DEBUG] [REMOTE ] FIBK: Fetching historical data. [2026-01-06T20:36:27.393656] [INFO ] [main ] Progress: 399/407 forecasts completed (98.0%). CZWI finished in 0.6s. ETA: 1.4s. Rate: 352.49 forecasts/min [2026-01-06T20:36:27.405854] [DEBUG] [REMOTE ] FIBK: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:27.406881] [DEBUG] [LOCAL ] Loaded configuration for FIBK: 9 features, N/A% accuracy [2026-01-06T20:36:27.406941] [INFO ] [LOCAL ] FIBK: Loaded 9 optimal features with 55.56% confidence from JSON config [2026-01-06T20:36:27.406975] [DEBUG] [MAG ] Building data for symbol: FIBK with lookback: 0 [2026-01-06T20:36:27.408021] [DEBUG] [FEATURES ] DataBuilder: Executing 9 feature methods. [2026-01-06T20:36:27.408090] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:36:27.413791] [DEBUG] [FEATURES ] DataBuilder: Executing add_close_to_open_alignment [2026-01-06T20:36:27.414628] [DEBUG] [FEATURES ] DataBuilder: Executing add_day_shape_ratios [2026-01-06T20:36:27.417243] [DEBUG] [FEATURES ] DataBuilder: Executing add_directional_consistency [2026-01-06T20:36:27.454880] [INFO ] [LOCAL ] STTK: Saved forecast. [2026-01-06T20:36:27.454952] [INFO ] [main ] STTK: Signal=1 (Conf=90.0%), Magnitude=-1.96% (Conf=58.6258%) [2026-01-06T20:36:27.455330] [INFO ] [main ] Fetching symbol history for DOMO... [2026-01-06T20:36:27.455594] [DEBUG] [REMOTE ] DOMO: Fetching historical data. [2026-01-06T20:36:27.455627] [INFO ] [main ] Progress: 400/407 forecasts completed (98.3%). STTK finished in 0.6s. ETA: 1.2s. Rate: 353.05 forecasts/min [2026-01-06T20:36:27.468717] [DEBUG] [REMOTE ] DOMO: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:27.470515] [DEBUG] [LOCAL ] Loaded configuration for DOMO: 6 features, N/A% accuracy [2026-01-06T20:36:27.470595] [INFO ] [LOCAL ] DOMO: Loaded 6 optimal features with 74.06% confidence from JSON config [2026-01-06T20:36:27.470639] [DEBUG] [MAG ] Building data for symbol: DOMO with lookback: 0 [2026-01-06T20:36:27.471513] [DEBUG] [FEATURES ] DataBuilder: Executing 6 feature methods. [2026-01-06T20:36:27.471598] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:36:27.477028] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_skewness_proxies [2026-01-06T20:36:27.478530] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_volatility_percentile [2026-01-06T20:36:27.540400] [DEBUG] [FEATURES ] DataBuilder: Executing add_fullday_parkinson_range [2026-01-06T20:36:27.542516] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_fill_state [2026-01-06T20:36:27.558661] [DEBUG] [FEATURES ] DataBuilder: Executing add_overnight_gap_amplitude [2026-01-06T20:36:27.559562] [DEBUG] [FEATURES ] DataBuilder: Executing add_preclose_acceleration_mag [2026-01-06T20:36:27.560874] [DEBUG] [FEATURES ] DataBuilder: Executing add_prior_mag_lag [2026-01-06T20:36:27.562700] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:27.584984] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_resolution_state [2026-01-06T20:36:27.632438] [DEBUG] [MAG ] PLRX: Last date is validated at 2026-01-06 [2026-01-06T20:36:27.635858] [DEBUG] [FEATURES ] DataBuilder: Executing add_micro_gap_fill_velocity [2026-01-06T20:36:27.638139] [DEBUG] [FEATURES ] DataBuilder: Executing add_overnight_gap_amplitude [2026-01-06T20:36:27.638855] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:27.713293] [DEBUG] [MAG ] ETSY: Last date is validated at 2026-01-06 [2026-01-06T20:36:27.800231] [DEBUG] [MAG ] PLRX: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:27.885858] [DEBUG] [MAG ] ETSY: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:27.922512] [DEBUG] [MAG ] DOMO: Last date is validated at 2026-01-06 [2026-01-06T20:36:27.962656] [INFO ] [LOCAL ] PLRX: Saved forecast. [2026-01-06T20:36:27.962725] [INFO ] [main ] PLRX: Signal=1 (Conf=90.0%), Magnitude=5.40% (Conf=37.298%) [2026-01-06T20:36:27.963064] [INFO ] [main ] Fetching symbol history for RF... [2026-01-06T20:36:27.963115] [DEBUG] [REMOTE ] RF: Fetching historical data. [2026-01-06T20:36:27.963097] [INFO ] [main ] Progress: 401/407 forecasts completed (98.5%). PLRX finished in 0.7s. ETA: 1.0s. Rate: 351.31 forecasts/min [2026-01-06T20:36:27.976734] [DEBUG] [REMOTE ] RF: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:27.978607] [DEBUG] [LOCAL ] Loaded configuration for RF: 6 features, N/A% accuracy [2026-01-06T20:36:27.978662] [INFO ] [LOCAL ] RF: Loaded 6 optimal features with 51.37% confidence from JSON config [2026-01-06T20:36:27.978693] [DEBUG] [MAG ] Building data for symbol: RF with lookback: 0 [2026-01-06T20:36:27.979712] [DEBUG] [FEATURES ] DataBuilder: Executing 6 feature methods. [2026-01-06T20:36:27.979774] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:36:27.984712] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:36:27.986699] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:36:27.987229] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:36:27.987837] [DEBUG] [FEATURES ] DataBuilder: Executing add_fullday_parkinson_range [2026-01-06T20:36:27.989482] [DEBUG] [FEATURES ] DataBuilder: Executing add_pct_change [2026-01-06T20:36:27.990205] [INFO ] [LOCAL ] ETSY: Saved forecast. [2026-01-06T20:36:27.990275] [INFO ] [main ] ETSY: Signal=1 (Conf=90.0%), Magnitude=1.37% (Conf=56.7039%) [2026-01-06T20:36:27.990436] [INFO ] [main ] Fetching symbol history for REAX... [2026-01-06T20:36:27.990480] [DEBUG] [REMOTE ] REAX: Fetching historical data. [2026-01-06T20:36:27.991172] [INFO ] [main ] Progress: 402/407 forecasts completed (98.8%). ETSY finished in 0.6s. ETA: 0.9s. Rate: 352.04 forecasts/min [2026-01-06T20:36:27.992238] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:27.998966] [DEBUG] [MAG ] FIBK: Last date is validated at 2026-01-06 [2026-01-06T20:36:28.001893] [DEBUG] [REMOTE ] REAX: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:28.002847] [DEBUG] [LOCAL ] Loaded configuration for REAX: 5 features, N/A% accuracy [2026-01-06T20:36:28.002908] [INFO ] [LOCAL ] REAX: Loaded 5 optimal features with 53.25% confidence from JSON config [2026-01-06T20:36:28.002942] [DEBUG] [MAG ] Building data for symbol: REAX with lookback: 0 [2026-01-06T20:36:28.003776] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-06T20:36:28.003840] [DEBUG] [FEATURES ] DataBuilder: Executing add_gap_morning_composite [2026-01-06T20:36:28.004793] [DEBUG] [FEATURES ] DataBuilder: Executing add_intraday_skewness_proxies [2026-01-06T20:36:28.006092] [DEBUG] [FEATURES ] DataBuilder: Executing add_morning_range_expansion [2026-01-06T20:36:28.011014] [DEBUG] [FEATURES ] DataBuilder: Executing add_pct_change [2026-01-06T20:36:28.013317] [DEBUG] [FEATURES ] DataBuilder: Executing add_regime [2026-01-06T20:36:28.030102] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:28.098816] [DEBUG] [MAG ] DOMO: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:28.177125] [DEBUG] [MAG ] FIBK: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:28.181218] [INFO ] [LOCAL ] DOMO: Saved forecast. [2026-01-06T20:36:28.181289] [INFO ] [main ] DOMO: Signal=1 (Conf=90.0%), Magnitude=-3.66% (Conf=74.0614%) [2026-01-06T20:36:28.181444] [INFO ] [main ] Fetching symbol history for EFC... [2026-01-06T20:36:28.181488] [DEBUG] [REMOTE ] EFC: Fetching historical data. [2026-01-06T20:36:28.182664] [INFO ] [main ] Progress: 403/407 forecasts completed (99.0%). DOMO finished in 0.7s. ETA: 0.7s. Rate: 351.94 forecasts/min [2026-01-06T20:36:28.194845] [DEBUG] [REMOTE ] EFC: Successfully parsed 300 rows of historical data. [2026-01-06T20:36:28.195958] [DEBUG] [LOCAL ] Loaded configuration for EFC: 5 features, N/A% accuracy [2026-01-06T20:36:28.196013] [INFO ] [LOCAL ] EFC: Loaded 5 optimal features with 52.42% confidence from JSON config [2026-01-06T20:36:28.196044] [DEBUG] [MAG ] Building data for symbol: EFC with lookback: 0 [2026-01-06T20:36:28.196864] [DEBUG] [FEATURES ] DataBuilder: Executing 5 feature methods. [2026-01-06T20:36:28.196925] [DEBUG] [FEATURES ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix [2026-01-06T20:36:28.201759] [DEBUG] [FEATURES ] DataBuilder: Executing add_true_range [2026-01-06T20:36:28.203693] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr [2026-01-06T20:36:28.204190] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_10 [2026-01-06T20:36:28.204834] [DEBUG] [FEATURES ] DataBuilder: Executing add_atr_5 [2026-01-06T20:36:28.205217] [DEBUG] [FEATURES ] DataBuilder: Data build complete with specified features. [2026-01-06T20:36:28.274764] [INFO ] [LOCAL ] FIBK: Saved forecast. [2026-01-06T20:36:28.274834] [INFO ] [main ] FIBK: Signal=1 (Conf=90.0%), Magnitude=-0.03% (Conf=55.5577%) [2026-01-06T20:36:28.276661] [INFO ] [main ] Progress: 404/407 forecasts completed (99.3%). FIBK finished in 0.9s. ETA: 0.5s. Rate: 352.33 forecasts/min [2026-01-06T20:36:28.335751] [DEBUG] [MAG ] RF: Last date is validated at 2026-01-06 [2026-01-06T20:36:28.394037] [DEBUG] [MAG ] REAX: Last date is validated at 2026-01-06 [2026-01-06T20:36:28.570625] [DEBUG] [MAG ] REAX: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:28.572152] [DEBUG] [MAG ] RF: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:28.577165] [DEBUG] [MAG ] EFC: Last date is validated at 2026-01-06 [2026-01-06T20:36:28.641418] [INFO ] [LOCAL ] REAX: Saved forecast. [2026-01-06T20:36:28.641485] [INFO ] [main ] REAX: Signal=1 (Conf=90.0%), Magnitude=-0.03% (Conf=53.2527%) [2026-01-06T20:36:28.641911] [INFO ] [main ] Progress: 405/407 forecasts completed (99.5%). REAX finished in 0.7s. ETA: 0.3s. Rate: 351.33 forecasts/min [2026-01-06T20:36:28.652460] [INFO ] [LOCAL ] RF: Saved forecast. [2026-01-06T20:36:28.652527] [INFO ] [main ] RF: Signal=1 (Conf=90.0%), Magnitude=0.17% (Conf=51.3729%) [2026-01-06T20:36:28.652875] [INFO ] [main ] Progress: 406/407 forecasts completed (99.8%). RF finished in 0.7s. ETA: 0.2s. Rate: 352.15 forecasts/min [2026-01-06T20:36:28.752620] [DEBUG] [MAG ] EFC: Forecast date (T1) determined as 2026-01-07 [2026-01-06T20:36:28.814218] [INFO ] [LOCAL ] EFC: Saved forecast. [2026-01-06T20:36:28.814294] [INFO ] [main ] EFC: Signal=1 (Conf=90.0%), Magnitude=0.49% (Conf=52.416%) [2026-01-06T20:36:28.815026] [INFO ] [main ] Progress: 407/407 forecasts completed (100.0%). EFC finished in 0.6s. ETA: 0.0s. Rate: 352.19 forecasts/min [2026-01-06T20:36:28.841793] [INFO ] [main ] Parallel forecast generation completed in 1m 9s. Processed 407 forecasts. [2026-01-06T20:36:28.841941] [INFO ] [main ] Generated and saved 407 forecast pairs. [2026-01-06T20:36:29.545156] [DEBUG] [EMAIL ] Email sent to 'chris.punches@silogroup.org' with subject: 'MAG Forecast Generation Completed (407/407 @ 100.00%)' [2026-01-06T20:36:29.546540] [INFO ] [MODE ] Ignoring multithreaded flag for report generation [2026-01-06T20:36:29.546623] [INFO ] [main ] Fetching available MAG forecast dates... [2026-01-06T20:36:29.546944] [INFO ] [main ] Found 35 forecast dates [2026-01-06T20:36:29.546983] [INFO ] [main ] Processing forecast date: 2025-11-17 [2026-01-06T20:36:29.625326] [INFO ] [main ] Overwriting existing report for 2025-11-17 [2026-01-06T20:36:29.628600] [INFO ] [main ] Generated forecast report for 2025-11-17: 472 forecasts [2026-01-06T20:36:29.628717] [INFO ] [main ] Processing forecast date: 2025-11-18 [2026-01-06T20:36:29.695306] [INFO ] [main ] Overwriting existing report for 2025-11-18 [2026-01-06T20:36:29.697013] [INFO ] [main ] Generated forecast report for 2025-11-18: 421 forecasts [2026-01-06T20:36:29.697124] [INFO ] [main ] Processing forecast date: 2025-11-19 [2026-01-06T20:36:29.785830] [INFO ] [main ] Overwriting existing report for 2025-11-19 [2026-01-06T20:36:29.787675] [INFO ] [main ] Generated forecast report for 2025-11-19: 480 forecasts [2026-01-06T20:36:29.787789] [INFO ] [main ] Processing forecast date: 2025-11-20 [2026-01-06T20:36:29.818929] [INFO ] [main ] Overwriting existing report for 2025-11-20 [2026-01-06T20:36:29.820546] [INFO ] [main ] Generated forecast report for 2025-11-20: 423 forecasts [2026-01-06T20:36:29.820674] [INFO ] [main ] Processing forecast date: 2025-11-21 [2026-01-06T20:36:29.856250] [INFO ] [main ] Overwriting existing report for 2025-11-21 [2026-01-06T20:36:29.877705] [INFO ] [main ] Generated forecast report for 2025-11-21: 368 forecasts [2026-01-06T20:36:29.877846] [INFO ] [main ] Processing forecast date: 2025-11-24 [2026-01-06T20:36:29.970442] [INFO ] [main ] Overwriting existing report for 2025-11-24 [2026-01-06T20:36:29.973471] [INFO ] [main ] Generated forecast report for 2025-11-24: 527 forecasts [2026-01-06T20:36:29.973663] [INFO ] [main ] Processing forecast date: 2025-11-25 [2026-01-06T20:36:30.016850] [INFO ] [main ] Overwriting existing report for 2025-11-25 [2026-01-06T20:36:30.019905] [INFO ] [main ] Generated forecast report for 2025-11-25: 524 forecasts [2026-01-06T20:36:30.020041] [INFO ] [main ] Processing forecast date: 2025-11-26 [2026-01-06T20:36:30.103204] [INFO ] [main ] Overwriting existing report for 2025-11-26 [2026-01-06T20:36:30.105823] [INFO ] [main ] Generated forecast report for 2025-11-26: 452 forecasts [2026-01-06T20:36:30.105978] [INFO ] [main ] Processing forecast date: 2025-11-28 [2026-01-06T20:36:30.227057] [INFO ] [main ] Overwriting existing report for 2025-11-28 [2026-01-06T20:36:30.231948] [INFO ] [main ] Generated forecast report for 2025-11-28: 1002 forecasts [2026-01-06T20:36:30.232221] [INFO ] [main ] Processing forecast date: 2025-12-01 [2026-01-06T20:36:30.377842] [INFO ] [main ] Overwriting existing report for 2025-12-01 [2026-01-06T20:36:30.381130] [INFO ] [main ] Generated forecast report for 2025-12-01: 835 forecasts [2026-01-06T20:36:30.381312] [INFO ] [main ] Processing forecast date: 2025-12-02 [2026-01-06T20:36:30.556088] [INFO ] [main ] Overwriting existing report for 2025-12-02 [2026-01-06T20:36:30.560680] [INFO ] [main ] Generated forecast report for 2025-12-02: 769 forecasts [2026-01-06T20:36:30.560966] [INFO ] [main ] Processing forecast date: 2025-12-03 [2026-01-06T20:36:30.712102] [INFO ] [main ] Overwriting existing report for 2025-12-03 [2026-01-06T20:36:30.715737] [INFO ] [main ] Generated forecast report for 2025-12-03: 965 forecasts [2026-01-06T20:36:30.715995] [INFO ] [main ] Processing forecast date: 2025-12-04 [2026-01-06T20:36:30.877603] [INFO ] [main ] Overwriting existing report for 2025-12-04 [2026-01-06T20:36:30.882891] [INFO ] [main ] Generated forecast report for 2025-12-04: 965 forecasts [2026-01-06T20:36:30.883162] [INFO ] [main ] Processing forecast date: 2025-12-05 [2026-01-06T20:36:31.023312] [INFO ] [main ] Overwriting existing report for 2025-12-05 [2026-01-06T20:36:31.028555] [INFO ] [main ] Generated forecast report for 2025-12-05: 970 forecasts [2026-01-06T20:36:31.028862] [INFO ] [main ] Processing forecast date: 2025-12-08 [2026-01-06T20:36:31.141634] [INFO ] [main ] Overwriting existing report for 2025-12-08 [2026-01-06T20:36:31.144906] [INFO ] [main ] Generated forecast report for 2025-12-08: 935 forecasts [2026-01-06T20:36:31.145078] [INFO ] [main ] Processing forecast date: 2025-12-09 [2026-01-06T20:36:31.262803] [INFO ] [main ] Overwriting existing report for 2025-12-09 [2026-01-06T20:36:31.266257] [INFO ] [main ] Generated forecast report for 2025-12-09: 970 forecasts [2026-01-06T20:36:31.266460] [INFO ] [main ] Processing forecast date: 2025-12-10 [2026-01-06T20:36:31.325504] [INFO ] [main ] Overwriting existing report for 2025-12-10 [2026-01-06T20:36:31.327204] [INFO ] [main ] Generated forecast report for 2025-12-10: 438 forecasts [2026-01-06T20:36:31.327313] [INFO ] [main ] Processing forecast date: 2025-12-11 [2026-01-06T20:36:31.384960] [INFO ] [main ] Overwriting existing report for 2025-12-11 [2026-01-06T20:36:31.387359] [INFO ] [main ] Generated forecast report for 2025-12-11: 430 forecasts [2026-01-06T20:36:31.387508] [INFO ] [main ] Processing forecast date: 2025-12-12 [2026-01-06T20:36:31.445127] [INFO ] [main ] Overwriting existing report for 2025-12-12 [2026-01-06T20:36:31.446761] [INFO ] [main ] Generated forecast report for 2025-12-12: 412 forecasts [2026-01-06T20:36:31.446882] [INFO ] [main ] Processing forecast date: 2025-12-15 [2026-01-06T20:36:31.495842] [INFO ] [main ] Overwriting existing report for 2025-12-15 [2026-01-06T20:36:31.497555] [INFO ] [main ] Generated forecast report for 2025-12-15: 415 forecasts [2026-01-06T20:36:31.497701] [INFO ] [main ] Processing forecast date: 2025-12-16 [2026-01-06T20:36:31.547390] [INFO ] [main ] Overwriting existing report for 2025-12-16 [2026-01-06T20:36:31.549018] [INFO ] [main ] Generated forecast report for 2025-12-16: 429 forecasts [2026-01-06T20:36:31.549120] [INFO ] [main ] Processing forecast date: 2025-12-17 [2026-01-06T20:36:31.606209] [INFO ] [main ] Overwriting existing report for 2025-12-17 [2026-01-06T20:36:31.607887] [INFO ] [main ] Generated forecast report for 2025-12-17: 434 forecasts [2026-01-06T20:36:31.608001] [INFO ] [main ] Processing forecast date: 2025-12-18 [2026-01-06T20:36:31.658510] [INFO ] [main ] Overwriting existing report for 2025-12-18 [2026-01-06T20:36:31.660197] [INFO ] [main ] Generated forecast report for 2025-12-18: 430 forecasts [2026-01-06T20:36:31.660306] [INFO ] [main ] Processing forecast date: 2025-12-19 [2026-01-06T20:36:31.702858] [INFO ] [main ] Overwriting existing report for 2025-12-19 [2026-01-06T20:36:31.704443] [INFO ] [main ] Generated forecast report for 2025-12-19: 421 forecasts [2026-01-06T20:36:31.704545] [INFO ] [main ] Processing forecast date: 2025-12-22 [2026-01-06T20:36:31.721310] [INFO ] [main ] Overwriting existing report for 2025-12-22 [2026-01-06T20:36:31.723030] [INFO ] [main ] Generated forecast report for 2025-12-22: 455 forecasts [2026-01-06T20:36:31.723138] [INFO ] [main ] Processing forecast date: 2025-12-23 [2026-01-06T20:36:31.773183] [INFO ] [main ] Overwriting existing report for 2025-12-23 [2026-01-06T20:36:31.774850] [INFO ] [main ] Generated forecast report for 2025-12-23: 426 forecasts [2026-01-06T20:36:31.774956] [INFO ] [main ] Processing forecast date: 2025-12-24 [2026-01-06T20:36:31.831597] [INFO ] [main ] Overwriting existing report for 2025-12-24 [2026-01-06T20:36:31.833197] [INFO ] [main ] Generated forecast report for 2025-12-24: 403 forecasts [2026-01-06T20:36:31.833304] [INFO ] [main ] Processing forecast date: 2025-12-26 [2026-01-06T20:36:31.883738] [INFO ] [main ] Overwriting existing report for 2025-12-26 [2026-01-06T20:36:31.885180] [INFO ] [main ] Generated forecast report for 2025-12-26: 364 forecasts [2026-01-06T20:36:31.885278] [INFO ] [main ] Processing forecast date: 2025-12-29 [2026-01-06T20:36:31.941656] [INFO ] [main ] Overwriting existing report for 2025-12-29 [2026-01-06T20:36:31.943361] [INFO ] [main ] Generated forecast report for 2025-12-29: 409 forecasts [2026-01-06T20:36:31.943468] [INFO ] [main ] Processing forecast date: 2025-12-30 [2026-01-06T20:36:31.991987] [INFO ] [main ] Overwriting existing report for 2025-12-30 [2026-01-06T20:36:31.993541] [INFO ] [main ] Generated forecast report for 2025-12-30: 403 forecasts [2026-01-06T20:36:31.993661] [INFO ] [main ] Processing forecast date: 2025-12-31 [2026-01-06T20:36:32.034912] [INFO ] [main ] Overwriting existing report for 2025-12-31 [2026-01-06T20:36:32.036517] [INFO ] [main ] Generated forecast report for 2025-12-31: 412 forecasts [2026-01-06T20:36:32.036644] [INFO ] [main ] Processing forecast date: 2026-01-02 [2026-01-06T20:36:32.079260] [INFO ] [main ] Overwriting existing report for 2026-01-02 [2026-01-06T20:36:32.080894] [INFO ] [main ] Generated forecast report for 2026-01-02: 409 forecasts [2026-01-06T20:36:32.081002] [INFO ] [main ] Processing forecast date: 2026-01-05 [2026-01-06T20:36:32.124762] [INFO ] [main ] Overwriting existing report for 2026-01-05 [2026-01-06T20:36:32.126360] [INFO ] [main ] Generated forecast report for 2026-01-05: 420 forecasts [2026-01-06T20:36:32.126465] [INFO ] [main ] Processing forecast date: 2026-01-06 [2026-01-06T20:36:32.176885] [INFO ] [main ] Overwriting existing report for 2026-01-06 [2026-01-06T20:36:32.178538] [INFO ] [main ] Generated forecast report for 2026-01-06: 429 forecasts [2026-01-06T20:36:32.178660] [INFO ] [main ] Processing forecast date: 2026-01-07 [2026-01-06T20:36:32.188424] [INFO ] [main ] Generated forecast report for 2026-01-07: 407 forecasts [2026-01-06T20:36:32.188523] [INFO ] [main ] Generated 35/35 forecast reports [2026-01-06T20:36:32.188590] [INFO ] [main ] Reading forecast report for email: ./output/forecasts/full/2026-01-07.txt [2026-01-06T20:36:32.822558] [DEBUG] [EMAIL ] Email sent to 'chris.punches@silogroup.org' with subject: 'MAG Forecast Report - 2026-01-07' [2026-01-06T20:36:32.822796] [INFO ] [main ] Forecast report email sent for 2026-01-07 [2026-01-06T20:36:32.822885] [INFO ] [MAG ] MAG operation completed successfully [2026-01-06T20:36:32.823092] [WARN ] [STATE ] State set to: COMPLETED_OK [2026-01-06T20:36:32.823257] [INFO ] [STATE ] Last completion updated: 2026-01-06T20:36:32.823148